changeset 10:fdd66fbc9403

Added some starts on papers and did some organizing, moving among folders
author Some Random Person <seanhalle@yahoo.com>
date Sun, 11 Mar 2012 09:26:44 -0700
parents dac0b8db9e72
children 254d86cf269d
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Dissertation.pdf
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   4.345 +     sodipodi:role="line"
   4.346 +     id="tspan224">(fewer than # Thread Locs)</tspan></text>
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   4.434 +     sodipodi:role="line"
   4.435 +     id="tspan280">Rs1 fetch</tspan></text>
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   4.444 +     sodipodi:role="line"
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   6.349 +     style="font-size:12px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   6.350 +     x="0 3.6960001 9.6960001 14.388 17.771999 21.672001 27.672001 32.976002 36.360001 39.66 45.66 51.66 54.66 58.043999 62.639999 65.723999 71.723999 77.627998 83.711998 88.907997"
   6.351 +     y="0"
   6.352 +     sodipodi:role="line"
   6.353 +     id="tspan206">Instruction is done </tspan></text>
   6.354 +
   6.355 +
   6.356 +</g><g
   6.357 +   id="g208"><text
   6.358 +   transform="matrix(1,0,0,-1,405.7,376.8)"
   6.359 +   id="text210"><tspan
   6.360 +     style="font-size:12px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   6.361 +     x="0 11.388 17.388 22.691999 28.691999 31.691999 40.296001 46.296001 52.380001 57.576 68.963997 72.348 75.648003 81.648003 85.452003"
   6.362 +     y="0"
   6.363 +     sodipodi:role="line"
   6.364 +     id="tspan212">When DoneWithIF</tspan></text>
   6.365 +
   6.366 +
   6.367 +</g><g
   6.368 +   id="g214" /><g
   6.369 +   id="g216"><text
   6.370 +   transform="matrix(1,0,0,-1,414.7,362.4)"
   6.371 +   id="text218"><tspan
   6.372 +     style="font-size:12px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   6.373 +     x="0 5.3039999 11.304 17.304001 20.304001 28.992001 34.992001 38.292 41.987999 47.987999 55.091999 61.091999 67.776001 71.160004"
   6.374 +     y="0"
   6.375 +     sodipodi:role="line"
   6.376 +     id="tspan220">and NotInLdSt </tspan></text>
   6.377 +
   6.378 +
   6.379 +</g><g
   6.380 +   id="g222" /><g
   6.381 +   id="g224"><text
   6.382 +   transform="matrix(1,0,0,-1,444.7,348)"
   6.383 +   id="text226"><tspan
   6.384 +     style="font-size:12px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   6.385 +     x="0 8.6879997"
   6.386 +     y="0"
   6.387 +     sodipodi:role="line"
   6.388 +     id="tspan228">OR</tspan></text>
   6.389 +
   6.390 +
   6.391 +</g><g
   6.392 +   id="g230" /><g
   6.393 +   id="g232"><text
   6.394 +   transform="matrix(1,0,0,-1,414.7,333.6)"
   6.395 +   id="text234"><tspan
   6.396 +     style="font-size:12px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   6.397 +     x="0 3.9960001 9.9960003 13.992 19.188 24.492001 30.492001 33.492001 39.492001 45.192001 48.192001 55.487999 61.487999 67.487999 74.592003"
   6.398 +     y="0"
   6.399 +     sodipodi:role="line"
   6.400 +     id="tspan236">forced by ThdLd</tspan></text>
   6.401 +
   6.402 +
   6.403 +</g><g
   6.404 +   id="g238"><text
   6.405 +   transform="matrix(1,0,0,-1,405.7,319.3)"
   6.406 +   id="text240"><tspan
   6.407 +     style="font-size:12px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   6.408 +     x="0 5.3039999 9.9960003 12.996 17.688 23.688 29.688 35.688 38.688 43.883999 48.576 51.576 60.264 66.264 69.564003 73.367996 79.272003 86.375999 92.375999 99.167999"
   6.409 +     y="0"
   6.410 +     sodipodi:role="line"
   6.411 +     id="tspan242">as soon as NotInLdSt</tspan></text>
   6.412 +
   6.413 +
   6.414 +</g><g
   6.415 +   id="g244"><text
   6.416 +   transform="matrix(1,0,0,-1,172.4,235)"
   6.417 +   id="text246"><tspan
   6.418 +     style="font-size:24px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   6.419 +     x="0 14.592 21.264 29.256001 39.863998 53.231998 59.903999 70.512001 77.279999 87.888"
   6.420 +     y="0"
   6.421 +     sodipodi:role="line"
   6.422 +     id="tspan248">LifeState:</tspan></text>
   6.423 +
   6.424 +
   6.425 +</g><g
   6.426 +   id="g250"><text
   6.427 +   transform="matrix(1,0,0,-1,269.9,188.3)"
   6.428 +   id="text252"><tspan
   6.429 +     style="font-size:18px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   6.430 +     x="0 11.088 20.087999 28.062 37.062 42.138 51.138"
   6.431 +     y="0"
   6.432 +     sodipodi:role="line"
   6.433 +     id="tspan254">Loading</tspan></text>
   6.434 +
   6.435 +
   6.436 +</g><g
   6.437 +   id="g256"><path
   6.438 +     d="m 157,194.7 96.7,-0.1"
   6.439 +     style="fill:none;stroke:#000000;stroke-width:0.69999999;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
   6.440 +     id="path258"
   6.441 +     inkscape:connector-curvature="0" /></g><path
   6.442 +   d="m 258.5,194.6 -6,-2.9 0,5.9 6,-3 z"
   6.443 +   style="fill:#000000;fill-opacity:1;fill-rule:evenodd;stroke:none"
   6.444 +   id="path260"
   6.445 +   inkscape:connector-curvature="0" /><g
   6.446 +   id="g262"><path
   6.447 +     d="m 298.3,228.8 c 22.4,0 39.4,-14.4 39.4,-33.2 0,-18.9 -17,-33.2 -39.4,-33.2 -22.3,0 -39.4,14.3 -39.4,33.2 0,18.8 17.1,33.2 39.4,33.2 z"
   6.448 +     style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:7.66129017;stroke-opacity:1;stroke-dasharray:none"
   6.449 +     id="path264"
   6.450 +     inkscape:connector-curvature="0" /></g><g
   6.451 +   id="g266"><text
   6.452 +   transform="matrix(1,0,0,-1,156.3,209.5)"
   6.453 +   id="text268"><tspan
   6.454 +     style="font-size:12px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   6.455 +     x="0 11.388 17.388 22.691999 28.691999 31.691999 38.987999 44.987999 50.987999 58.091999 64.092003 66.996002 71.688004 75.071999 80.975998 86.975998 92.171997"
   6.456 +     y="0"
   6.457 +     sodipodi:role="line"
   6.458 +     id="tspan270">When ThdLd signal</tspan></text>
   6.459 +
   6.460 +
   6.461 +</g><g
   6.462 +   id="g272" /><g
   6.463 +   id="g274"><text
   6.464 +   transform="matrix(1,0,0,-1,174.3,195.2)"
   6.465 +   id="text276"><tspan
   6.466 +     style="font-size:12px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   6.467 +     x="0 3.3 7.9920001 10.992 14.988 20.184 25.488001 30.792 34.175999 40.175999 45.372002"
   6.468 +     y="0"
   6.469 +     sodipodi:role="line"
   6.470 +     id="tspan278">is received</tspan></text>
   6.471 +
   6.472 +
   6.473 +</g><g
   6.474 +   id="g280"><text
   6.475 +   transform="matrix(1,0,0,-1,48.5,144.3)"
   6.476 +   id="text282"><tspan
   6.477 +     style="font-size:12px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   6.478 +     x="0 11.388 17.388 22.584 28.667999 31.667999 38.964001 44.964001 50.964001 57.647999 61.032001"
   6.479 +     y="0"
   6.480 +     sodipodi:role="line"
   6.481 +     id="tspan284">When ThdSt </tspan></text>
   6.482 +
   6.483 +
   6.484 +</g><g
   6.485 +   id="g286" /><g
   6.486 +   id="g288"><text
   6.487 +   transform="matrix(1,0,0,-1,54.5,129.9)"
   6.488 +   id="text290"><tspan
   6.489 +     style="font-size:12px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   6.490 +     x="0 7.9920001 13.992 23.375999 29.375999 32.759998 37.956001 41.34 46.644001 51.240002"
   6.491 +     y="0"
   6.492 +     sodipodi:role="line"
   6.493 +     id="tspan292">Completes </tspan></text>
   6.494 +
   6.495 +
   6.496 +</g><g
   6.497 +   id="g294"><text
   6.498 +   transform="matrix(1,0,0,-1,95,189)"
   6.499 +   id="text296"><tspan
   6.500 +     style="font-size:18px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   6.501 +     x="0 10.98 24.966 33.858002 38.933998"
   6.502 +     y="0"
   6.503 +     sodipodi:role="line"
   6.504 +     id="tspan298">Empty</tspan></text>
   6.505 +
   6.506 +
   6.507 +</g><g
   6.508 +   id="g300"><path
   6.509 +     d="m 116.9,228.8 c 22.4,0 39.5,-14.4 39.5,-33.2 0,-18.9 -17.1,-33.2 -39.5,-33.2 -22.4,0 -39.4,14.3 -39.4,33.2 0,18.8 17,33.2 39.4,33.2 z"
   6.510 +     style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:7.66129017;stroke-opacity:1;stroke-dasharray:none"
   6.511 +     id="path302"
   6.512 +     inkscape:connector-curvature="0" /></g><g
   6.513 +   id="g304"><path
   6.514 +     d="m 161.4,90.3 96.7,-0.2"
   6.515 +     style="fill:none;stroke:#000000;stroke-width:0.69999999;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
   6.516 +     id="path306"
   6.517 +     inkscape:connector-curvature="0" /></g><path
   6.518 +   d="m 156.6,90.3 6,2.9 0,-5.9 -6,3 z"
   6.519 +   style="fill:#000000;fill-opacity:1;fill-rule:evenodd;stroke:none"
   6.520 +   id="path308"
   6.521 +   inkscape:connector-curvature="0" /><text
   6.522 +   transform="scale(1,-1)"
   6.523 +   id="text310"
   6.524 +   x="162.7"
   6.525 +   y="-104.7"><tspan
   6.526 +     style="font-size:12px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   6.527 +     x="162.7 174.004 180.088 185.284 191.284 194.284 201.67599 207.67599 213.58 220.37199 223.672 226.672 231.364 234.748 240.65201 246.556 251.86"
   6.528 +     y="-104.7"
   6.529 +     sodipodi:role="line"
   6.530 +     id="tspan312">When ThdSt signal</tspan></text>
   6.531 +
   6.532 +
   6.533 +<text
   6.534 +   transform="scale(1,-1)"
   6.535 +   id="text314"
   6.536 +   x="180.7"
   6.537 +   y="-90.300003"><tspan
   6.538 +     style="font-size:12px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   6.539 +     x="180.7 184 188.692 191.692 195.592 200.896 206.2 211.504 214.888 220.79199 226.09599"
   6.540 +     y="-90.300003"
   6.541 +     sodipodi:role="line"
   6.542 +     id="tspan316">is received</tspan></text>
   6.543 +
   6.544 +
   6.545 +<g
   6.546 +   id="g318"><text
   6.547 +   transform="matrix(1,0,0,-1,94.6,85.4)"
   6.548 +   id="text320"><tspan
   6.549 +     style="font-size:18px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   6.550 +     x="0 9.8999996 17.982 26.982 31.968 40.967999"
   6.551 +     y="0"
   6.552 +     sodipodi:role="line"
   6.553 +     id="tspan322">Saving</tspan></text>
   6.554 +
   6.555 +
   6.556 +</g><g
   6.557 +   id="g324"><path
   6.558 +     d="m 116.9,126.6 c 22.4,0 39.5,-14.3 39.5,-33.2 0,-18.8 -17.1,-33.2 -39.5,-33.2 -22.4,0 -39.4,14.4 -39.4,33.2 0,18.9 17,33.2 39.4,33.2 z"
   6.559 +     style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:7.66129017;stroke-opacity:1;stroke-dasharray:none"
   6.560 +     id="path326"
   6.561 +     inkscape:connector-curvature="0" /></g><g
   6.562 +   id="g328"><text
   6.563 +   transform="matrix(1,0,0,-1,275.3,85.7)"
   6.564 +   id="text330"><tspan
   6.565 +     style="font-size:18px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   6.566 +     x="0 12.906 20.988001 25.974001 30.959999 40.049999"
   6.567 +     y="0"
   6.568 +     sodipodi:role="line"
   6.569 +     id="tspan332">Active</tspan></text>
   6.570 +
   6.571 +
   6.572 +</g><g
   6.573 +   id="g334"><path
   6.574 +     d="m 298.4,125 c 22.4,0 39.5,-14.4 39.5,-33.2 0,-18.8 -17.1,-33.2 -39.5,-33.2 -22.3,0 -39.4,14.4 -39.4,33.2 0,18.8 17.1,33.2 39.4,33.2 z"
   6.575 +     style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:7.66129017;stroke-opacity:1;stroke-dasharray:none"
   6.576 +     id="path336"
   6.577 +     inkscape:connector-curvature="0" /></g><g
   6.578 +   id="g338"><path
   6.579 +     d="m 117.8,157.2 0.1,-30.8"
   6.580 +     style="fill:none;stroke:#000000;stroke-width:0.69999999;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
   6.581 +     id="path340"
   6.582 +     inkscape:connector-curvature="0" /></g><path
   6.583 +   d="m 117.8,162 3,-6 -6,0 3,6 z"
   6.584 +   style="fill:#000000;fill-opacity:1;fill-rule:evenodd;stroke:none"
   6.585 +   id="path342"
   6.586 +   inkscape:connector-curvature="0" /><text
   6.587 +   transform="scale(1,-1)"
   6.588 +   id="text344"
   6.589 +   x="306.5"
   6.590 +   y="-143.7"><tspan
   6.591 +     style="font-size:12px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   6.592 +     x="306.5 317.888 323.888 329.19199 335.19199 338.19199 345.48801 351.48801 357.48801 364.59201 370.59201"
   6.593 +     y="-143.7"
   6.594 +     sodipodi:role="line"
   6.595 +     id="tspan346">When ThdLd </tspan></text>
   6.596 +
   6.597 +
   6.598 +<text
   6.599 +   transform="scale(1,-1)"
   6.600 +   id="text348"
   6.601 +   x="312.5"
   6.602 +   y="-129.3"><tspan
   6.603 +     style="font-size:12px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   6.604 +     x="312.5 320.58801 326.58801 335.888 341.888 345.272 350.57599 353.87601 359.17999 363.87201"
   6.605 +     y="-129.3"
   6.606 +     sodipodi:role="line"
   6.607 +     id="tspan350">Completes </tspan></text>
   6.608 +
   6.609 +
   6.610 +<g
   6.611 +   id="g352"><path
   6.612 +     d="m 299.3,161.3 0,-30.8"
   6.613 +     style="fill:none;stroke:#000000;stroke-width:0.69999999;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
   6.614 +     id="path354"
   6.615 +     inkscape:connector-curvature="0" /></g><path
   6.616 +   d="m 299.4,125.7 -3,6 5.9,0 -2.9,-6 z"
   6.617 +   style="fill:#000000;fill-opacity:1;fill-rule:evenodd;stroke:none"
   6.618 +   id="path356"
   6.619 +   inkscape:connector-curvature="0" /><text
   6.620 +   transform="scale(1,-1)"
   6.621 +   id="text358"
   6.622 +   x="549.40002"
   6.623 +   y="-229.3"><tspan
   6.624 +     style="font-size:24px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   6.625 +     x="549.40002 563.992 575.992 589.35999 596.03198 609.328 616 626.67999 633.35199 644.03198"
   6.626 +     y="-229.3"
   6.627 +     sodipodi:role="line"
   6.628 +     id="tspan360">LdStState:</tspan></text>
   6.629 +
   6.630 +
   6.631 +<g
   6.632 +   id="g362"><text
   6.633 +   transform="matrix(1,0,0,-1,661.1,142.9)"
   6.634 +   id="text364"><tspan
   6.635 +     style="font-size:18px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   6.636 +     x="0 5.994 14.994 25.974001 34.973999 44.981998"
   6.637 +     y="0"
   6.638 +     sodipodi:role="line"
   6.639 +     id="tspan366">InLdSt</tspan></text>
   6.640 +
   6.641 +
   6.642 +</g><g
   6.643 +   id="g368"><path
   6.644 +     d="m 683.8,183.4 c 22.3,0 39.4,-14.4 39.4,-33.2 0,-18.8 -17.1,-33.2 -39.4,-33.2 -22.4,0 -39.5,14.4 -39.5,33.2 0,18.8 17.1,33.2 39.5,33.2 z"
   6.645 +     style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:7.66129017;stroke-opacity:1;stroke-dasharray:none"
   6.646 +     id="path370"
   6.647 +     inkscape:connector-curvature="0" /></g><g
   6.648 +   id="g372"><text
   6.649 +   transform="matrix(1,0,0,-1,550.2,192.5)"
   6.650 +   id="text374"><tspan
   6.651 +     style="font-size:12px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   6.652 +     x="0 11.388 17.388 22.691999 28.691999 31.691999 35.388 41.388 48.492001 54.492001 61.175999 64.559998 67.559998 72.155998 75.540001 81.444 87.444 92.748001"
   6.653 +     y="0"
   6.654 +     sodipodi:role="line"
   6.655 +     id="tspan376">When InLdSt signal</tspan></text>
   6.656 +
   6.657 +
   6.658 +</g><g
   6.659 +   id="g378" /><g
   6.660 +   id="g380"><text
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   8.238 +     sodipodi:role="line"
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   8.264 +     sodipodi:role="line"
   8.265 +     id="tspan174">All</tspan></text>
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   8.313 +</g><g
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   8.551 +   id="text364"><tspan
   8.552 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.553 +     x="0 7.6999998 14.4 17 22.6 25.1 31.200001 36.200001 41.200001 43.700001 46.400002 51.5 53.900002 60.599998 65.099998 70.099998"
   8.554 +     y="0"
   8.555 +     sodipodi:role="line"
   8.556 +     id="tspan366">&amp;C + Thd to RegF</tspan></text>
   8.557 +
   8.558 +</g><g
   8.559 +       id="g368" /><g
   8.560 +       id="g370"><text
   8.561 +   transform="matrix(1,0,0,-1,315.5,518.7)"
   8.562 +   id="text372"><tspan
   8.563 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.564 +     x="0 5 9.3999996 13.9 18.9 21.4 28.1 31.9 36.900002 39.400002 41.400002 43.900002 49.400002"
   8.565 +     y="0"
   8.566 +     sodipodi:role="line"
   8.567 +     id="tspan374">need Rs2 | St</tspan></text>
   8.568 +
   8.569 +</g><g
   8.570 +       id="g376"><text
   8.571 +   transform="matrix(1,0,0,-1,303,507.5)"
   8.572 +   id="text378"><tspan
   8.573 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.574 +     x="0 7.6999998 14.4 17.200001 19.700001 25.299999 27.799999 33.900002 38.900002 43.900002 46.400002 49.200001 54.200001 56.700001 63.400002 67.800003 72.800003"
   8.575 +     y="0"
   8.576 +     sodipodi:role="line"
   8.577 +     id="tspan380">&amp;Rt + Thd to RegF</tspan></text>
   8.578 +
   8.579 +</g><g
   8.580 +       id="g382"><text
   8.581 +   transform="matrix(1,0,0,-1,167,479)"
   8.582 +   id="text384"><tspan
   8.583 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.584 +     x="0 3.3 6.5999999 9.1000004 12.4 16.9 19.6 24.1 29 33.5 38.5 41 47.700001 51.599998"
   8.585 +     y="0"
   8.586 +     sodipodi:role="line"
   8.587 +     id="tspan386">If fetched Rs1</tspan></text>
   8.588 +
   8.589 +</g><g
   8.590 +       id="g388"><text
   8.591 +   transform="matrix(1,0,0,-1,167,467.8)"
   8.592 +   id="text390"><tspan
   8.593 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.594 +     x="0 7.1999998 12.2 19.5 22 27.6 30.9 33.400002 38.400002 45.099998"
   8.595 +     y="0"
   8.596 +     sodipodi:role="line"
   8.597 +     id="tspan392">OpA &lt;- *Rs</tspan></text>
   8.598 +
   8.599 +</g><g
   8.600 +       id="g394"><path
   8.601 +         d="m 157.7,497 0,-39.5"
   8.602 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
   8.603 +         id="path396"
   8.604 +         inkscape:connector-curvature="0" /></g><g
   8.605 +       id="g398" /><g
   8.606 +       id="g400"><text
   8.607 +   transform="matrix(1,0,0,-1,486.1,518.9)"
   8.608 +   id="text402"><tspan
   8.609 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.610 +     x="0 6.6999998 10 14.4"
   8.611 +     y="0"
   8.612 +     sodipodi:role="line"
   8.613 +     id="tspan404">Brch</tspan></text>
   8.614 +
   8.615 +</g><g
   8.616 +       id="g406"><text
   8.617 +   transform="matrix(1,0,0,-1,458.6,507.7)"
   8.618 +   id="text408"><tspan
   8.619 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.620 +     x="0 5.5 12.2 17.299999 22.9 26.200001 28.700001 34.200001 40.900002 45.900002 48.400002 54 56.5 59.900002 67.5"
   8.621 +     y="0"
   8.622 +     sodipodi:role="line"
   8.623 +     id="tspan410">PC2&lt;- PC1 + Imm</tspan></text>
   8.624 +
   8.625 +</g><g
   8.626 +       id="g412"><path
   8.627 +         d="m 455.4,576.4 0,-39.5"
   8.628 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
   8.629 +         id="path414"
   8.630 +         inkscape:connector-curvature="0" /></g><g
   8.631 +       id="g416" /><g
   8.632 +       id="g418"><text
   8.633 +   transform="matrix(1,0,0,-1,103,399.6)"
   8.634 +   id="text420"><tspan
   8.635 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.636 +     x="0 3.9000001 10.6 13.1 15 17.5 21.4 28.6 34.799999"
   8.637 +     y="0"
   8.638 +     sodipodi:role="line"
   8.639 +     id="tspan422">JR | JALR</tspan></text>
   8.640 +
   8.641 +</g><g
   8.642 +       id="g424"><text
   8.643 +   transform="matrix(1,0,0,-1,90.5,388.4)"
   8.644 +   id="text426"><tspan
   8.645 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.646 +     x="0 7.3000002 11.7 18.9 24.5 31.200001 33.700001 39.299999 42.599998 45.099998 52.400002 57.400002"
   8.647 +     y="0"
   8.648 +     sodipodi:role="line"
   8.649 +     id="tspan428">NewPC &lt;- OpA</tspan></text>
   8.650 +
   8.651 +</g><g
   8.652 +       id="g430"><text
   8.653 +   transform="matrix(1,0,0,-1,152.9,360.5)"
   8.654 +   id="text432"><tspan
   8.655 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.656 +     x="0 6.0999999 8.8999996 12.8 15.5 18.799999 21.299999 27.4 32.400002 35 36.900002 39.400002 44.900002 47.700001 50.200001 52.099998 54.599998 61.900002 68 75.300003 78.599998 86.300003"
   8.657 +     y="0"
   8.658 +     sodipodi:role="line"
   8.659 +     id="tspan434">Elsif Ld | St | ALUImm</tspan></text>
   8.660 +
   8.661 +</g><g
   8.662 +       id="g436" /><g
   8.663 +       id="g438"><text
   8.664 +   transform="matrix(1,0,0,-1,155.4,349.3)"
   8.665 +   id="text440"><tspan
   8.666 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.667 +     x="0 7.3000002 12.2 18.9 21.4 27.1 30.4 32.900002 36.700001 39.5 44.5 49.5 52 56.400002 61.400002 64.199997 66.699997 70 77.699997"
   8.668 +     y="0"
   8.669 +     sodipodi:role="line"
   8.670 +     id="tspan442">OpB &lt;- sign ext Imm</tspan></text>
   8.671 +
   8.672 +</g><g
   8.673 +       id="g444" /><g
   8.674 +       id="g446"><text
   8.675 +   transform="matrix(1,0,0,-1,467.1,365.5)"
   8.676 +   id="text448"><tspan
   8.677 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.678 +     x="0 6.6999998 10 14.4 19.4 24.4 31.1 35.599998 40.599998 45.5 47.5 50 53.900002 60.599998 63.099998"
   8.679 +     y="0"
   8.680 +     sodipodi:role="line"
   8.681 +     id="tspan450">Brch1Reg | JR |</tspan></text>
   8.682 +
   8.683 +</g><g
   8.684 +       id="g452"><text
   8.685 +   transform="matrix(1,0,0,-1,464.6,354.3)"
   8.686 +   id="text454"><tspan
   8.687 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.688 +     x="0 6.6999998 10 14.4 19.4 26.1 33.400002 38.900002 41.400002 43.400002 45.900002 49.700001 57 63.099998"
   8.689 +     y="0"
   8.690 +     sodipodi:role="line"
   8.691 +     id="tspan456">BrchCOP | JALR</tspan></text>
   8.692 +
   8.693 +</g><g
   8.694 +       id="g458" /><g
   8.695 +       id="g460"><text
   8.696 +   transform="matrix(1,0,0,-1,469.6,343.1)"
   8.697 +   id="text462"><tspan
   8.698 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.699 +     x="0 3.3 8.3000002 12.2 14.9 18.200001 25.5 30.5 35.5 39.900002 42.400002 46.299999 50.700001 55.700001"
   8.700 +     y="0"
   8.701 +     sodipodi:role="line"
   8.702 +     id="tspan464">InstrDone sent</tspan></text>
   8.703 +
   8.704 +</g><g
   8.705 +       id="g466"><text
   8.706 +   transform="matrix(1,0,0,-1,90.5,359.9)"
   8.707 +   id="text468"><tspan
   8.708 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.709 +     x="0 3.3 6.5999999 9.1000004 12.5 16.9 19.6 24.1 29.1 33.5 38.5 41 47.700001 51.599998"
   8.710 +     y="0"
   8.711 +     sodipodi:role="line"
   8.712 +     id="tspan470">If fetched Rs2</tspan></text>
   8.713 +
   8.714 +</g><g
   8.715 +       id="g472" /><g
   8.716 +       id="g474"><text
   8.717 +   transform="matrix(1,0,0,-1,93,348.7)"
   8.718 +   id="text476"><tspan
   8.719 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.720 +     x="0 7.3000002 12.3 18.9 21.4 27.1 30.4 32.900002 37.900002 44.599998"
   8.721 +     y="0"
   8.722 +     sodipodi:role="line"
   8.723 +     id="tspan478">OpB &lt;- *Rt</tspan></text>
   8.724 +
   8.725 +</g><g
   8.726 +       id="g480" /><g
   8.727 +       id="g482"><text
   8.728 +   transform="matrix(1,0,0,-1,269.3,359.9)"
   8.729 +   id="text484"><tspan
   8.730 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.731 +     x="0 5.5999999"
   8.732 +     y="0"
   8.733 +     sodipodi:role="line"
   8.734 +     id="tspan486">St</tspan></text>
   8.735 +
   8.736 +</g><g
   8.737 +       id="g488"><text
   8.738 +   transform="matrix(1,0,0,-1,249.3,348.7)"
   8.739 +   id="text490"><tspan
   8.740 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.741 +     x="0 7.3000002 12.3 17.799999 20.6 23.1 28.700001 32 34.5 39.5 46.200001"
   8.742 +     y="0"
   8.743 +     sodipodi:role="line"
   8.744 +     id="tspan492">OpSt &lt;- *Rt</tspan></text>
   8.745 +
   8.746 +</g><g
   8.747 +       id="g494"><path
   8.748 +         d="m 461,377.7 0,-39.3"
   8.749 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
   8.750 +         id="path496"
   8.751 +         inkscape:connector-curvature="0" /></g><g
   8.752 +       id="g498"><path
   8.753 +         d="m 302.3,377.7 0,-39.4"
   8.754 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
   8.755 +         id="path500"
   8.756 +         inkscape:connector-curvature="0" /></g><g
   8.757 +       id="g502" /><g
   8.758 +       id="g504"><text
   8.759 +   transform="matrix(1,0,0,-1,291.3,397.6)"
   8.760 +   id="text506"><tspan
   8.761 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.762 +     x="0 5.5999999 10.6 13.3 16.6"
   8.763 +     y="0"
   8.764 +     sodipodi:role="line"
   8.765 +     id="tspan508">Shift</tspan></text>
   8.766 +
   8.767 +</g><g
   8.768 +       id="g510"><text
   8.769 +   transform="matrix(1,0,0,-1,268.8,386.4)"
   8.770 +   id="text512"><tspan
   8.771 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.772 +     x="0 7.3000002 12.3 19.5 22 27.6 30.9 33.5 39 44 47.299999 55"
   8.773 +     y="0"
   8.774 +     sodipodi:role="line"
   8.775 +     id="tspan514">OpA &lt;- ShImm</tspan></text>
   8.776 +
   8.777 +</g><g
   8.778 +       id="g516" /><g
   8.779 +       id="g518"><text
   8.780 +   transform="matrix(1,0,0,-1,115.6,320.1)"
   8.781 +   id="text520"><tspan
   8.782 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.783 +     x="0 7.3000002 10 12.8 15.2 19.700001 24.700001 29.1 33.599998 38.5 41.299999 43.799999 47.700001 52.700001 55.400002 58.799999 61.5"
   8.784 +     y="0"
   8.785 +     sodipodi:role="line"
   8.786 +     id="tspan522">All except shift </tspan></text>
   8.787 +
   8.788 +</g><g
   8.789 +       id="g524"><text
   8.790 +   transform="matrix(1,0,0,-1,90.6,308.9)"
   8.791 +   id="text526"><tspan
   8.792 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.793 +     x="0 6.0999999 11.1 17.799999 22.200001 26.1 28.6 34.200001 37.599998 40 47.299999 52.299999 59.599998 62 69.300003 75.400002 82.699997 89.900002 94.900002 97.400002 104.7 109.7"
   8.794 +     y="0"
   8.795 +     sodipodi:role="line"
   8.796 +     id="tspan528">ExRes &lt;- OpA ALUOp OpB</tspan></text>
   8.797 +
   8.798 +</g><g
   8.799 +       id="g530" /><g
   8.800 +       id="g532"><text
   8.801 +   transform="matrix(1,0,0,-1,262.8,320.1)"
   8.802 +   id="text534"><tspan
   8.803 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.804 +     x="0 5.5999999 10.6 13.3 16.6"
   8.805 +     y="0"
   8.806 +     sodipodi:role="line"
   8.807 +     id="tspan536">Shift</tspan></text>
   8.808 +
   8.809 +</g><g
   8.810 +       id="g538"><text
   8.811 +   transform="matrix(1,0,0,-1,215.3,308.9)"
   8.812 +   id="text540"><tspan
   8.813 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.814 +     x="0 6.0999999 11.1 17.799999 22.200001 26.1 28.6 34.200001 37.599998 40 47.299999 52.299999 59 61.5 65.400002 70.400002 73.099998 76.400002 79.199997 83.599998 88.599998 91.099998 98.400002 103.4"
   8.815 +     y="0"
   8.816 +     sodipodi:role="line"
   8.817 +     id="tspan542">ExRes &lt;- OpB shifted OpA</tspan></text>
   8.818 +
   8.819 +</g><g
   8.820 +       id="g544" /><g
   8.821 +       id="g546"><text
   8.822 +   transform="matrix(1,0,0,-1,100.3,280.3)"
   8.823 +   id="text548"><tspan
   8.824 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.825 +     x="0 7.1999998 10"
   8.826 +     y="0"
   8.827 +     sodipodi:role="line"
   8.828 +     id="tspan550">All</tspan></text>
   8.829 +
   8.830 +</g><g
   8.831 +       id="g552"><text
   8.832 +   transform="matrix(1,0,0,-1,87.8,269.1)"
   8.833 +   id="text554"><tspan
   8.834 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.835 +     x="0 4.4000001 9.3999996 14.4 17.200001 19.9 24.9 29.9"
   8.836 +     y="0"
   8.837 +     sodipodi:role="line"
   8.838 +     id="tspan556">continue</tspan></text>
   8.839 +
   8.840 +</g><g
   8.841 +       id="g558" /><g
   8.842 +       id="g560"><text
   8.843 +   transform="matrix(1,0,0,-1,100.3,240.6)"
   8.844 +   id="text562"><tspan
   8.845 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.846 +     x="0 7.1999998 10"
   8.847 +     y="0"
   8.848 +     sodipodi:role="line"
   8.849 +     id="tspan564">All</tspan></text>
   8.850 +
   8.851 +</g><g
   8.852 +       id="g566"><text
   8.853 +   transform="matrix(1,0,0,-1,87.8,229.4)"
   8.854 +   id="text568"><tspan
   8.855 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.856 +     x="0 4.4000001 9.3999996 14.4 17.200001 19.9 24.9 29.9"
   8.857 +     y="0"
   8.858 +     sodipodi:role="line"
   8.859 +     id="tspan570">continue</tspan></text>
   8.860 +
   8.861 +</g><g
   8.862 +       id="g572" /><g
   8.863 +       id="g574"><text
   8.864 +   transform="matrix(1,0,0,-1,100.3,203.7)"
   8.865 +   id="text576"><tspan
   8.866 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.867 +     x="0 7.1999998 10"
   8.868 +     y="0"
   8.869 +     sodipodi:role="line"
   8.870 +     id="tspan578">All</tspan></text>
   8.871 +
   8.872 +</g><g
   8.873 +       id="g580"><text
   8.874 +   transform="matrix(1,0,0,-1,87.8,192.5)"
   8.875 +   id="text582"><tspan
   8.876 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.877 +     x="0 4.4000001 9.3999996 14.4 17.200001 19.9 24.9 29.9"
   8.878 +     y="0"
   8.879 +     sodipodi:role="line"
   8.880 +     id="tspan584">continue</tspan></text>
   8.881 +
   8.882 +</g><g
   8.883 +       id="g586"><text
   8.884 +   transform="matrix(1,0,0,-1,90.6,161.2)"
   8.885 +   id="text588"><tspan
   8.886 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.887 +     x="0 7.3000002 10 12.8 15.2 19.700001 24.700001 29.1 33.599998 38.5 41.299999 43.799999 51 53.799999 58.799999 61.599998 66.599998 71 73.5 77.900002 82.900002 87.900002 90.400002 99.300003 104.3 107.1 109.8 112.6 117.5 120.3"
   8.888 +     y="0"
   8.889 +     sodipodi:role="line"
   8.890 +     id="tspan590">All except Divide and Multiply</tspan></text>
   8.891 +
   8.892 +</g><g
   8.893 +       id="g592" /><g
   8.894 +       id="g594"><text
   8.895 +   transform="matrix(1,0,0,-1,113.1,150)"
   8.896 +   id="text596"><tspan
   8.897 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.898 +     x="0 3.3 6.0999999 11.1 13.8 17.700001 22.700001 25.200001 32.400002 38.599998 45.799999 48.299999 53.299999 58.299999 62.799999 66.099998 70.5 73.199997 76 81"
   8.899 +     y="0"
   8.900 +     sodipodi:role="line"
   8.901 +     id="tspan598">finish ALU operation</tspan></text>
   8.902 +
   8.903 +</g><g
   8.904 +       id="g600" /><g
   8.905 +       id="g602"><text
   8.906 +   transform="matrix(1,0,0,-1,334.9,166.8)"
   8.907 +   id="text604"><tspan
   8.908 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.909 +     x="0 7.3000002 10 15 17.799999 22.799999 27.200001 29.700001 34.099998 39.099998 44.099998 46.599998 55.5 60.5 63.299999 66 68.800003 73.800003 76.5"
   8.910 +     y="0"
   8.911 +     sodipodi:role="line"
   8.912 +     id="tspan606">Divide and Multiply</tspan></text>
   8.913 +
   8.914 +</g><g
   8.915 +       id="g608" /><g
   8.916 +       id="g610"><text
   8.917 +   transform="matrix(1,0,0,-1,242.4,155.6)"
   8.918 +   id="text612"><tspan
   8.919 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.920 +     x="0 3.3 7.8000002 12.2 17.200001 21.6 26.1 28.799999 31.299999 36.299999 41.299999 44.099998 46.799999 49.599998 52.099998 57.099998 62.099998 67.099998 71.5 74 76.5 79.300003 84.300003 88.699997 93.699997 96.199997 103.5 105.9 109.3 113.7 117.6 122.6 125.3 128.10001 131.89999 134.5 139.5 145 148.3 153.3 161 163.5 170.8 173.3 175.8 180.8 184.60001 189.10001 191.60001 197.7 202.7 208.3 211 218.3 223.3 226 228.8 230.60001 234.39999 237 243.7 248.10001 253.10001 258.70001 261.10001 266.10001 271.20001 274.5 277.20001 279.70001"
   8.921 +     y="0"
   8.922 +     sodipodi:role="line"
   8.923 +     id="tspan614">reapeat until done, then Q results. From Q, use LdStUnit's RegF port, </tspan></text>
   8.924 +
   8.925 +</g><g
   8.926 +       id="g616"><text
   8.927 +   transform="matrix(1,0,0,-1,232.4,144.4)"
   8.928 +   id="text618"><tspan
   8.929 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.930 +     x="0 7.3000002 12.3 16.700001 21.700001 24.200001 27.5 30.799999 35.299999 39.700001 42.200001 47.200001 52.799999 57.200001 62.200001 67.199997 69.699997 77.5 83.599998 88.599998 91.099998 93 95.5 103.3 110.5 113.3 115.8 121.4 123.9 130 135 141.7 146.10001 150 152.5 158.10001 160.60001 166.8 171.8 176.8 179.3 184.3 191.5 195.89999 200.39999 205.39999 207.89999 210.60001 217.89999 222.89999 225.39999 232.60001 235.89999 238.7 241.39999 245.89999 249.8 252.3 254.8 260.29999 263.10001 267.5 270.29999 273 275.5 278.29999 281.60001 284.10001 287.39999 292.39999 295.10001 297.89999"
   8.931 +     y="0"
   8.932 +     sodipodi:role="line"
   8.933 +     id="tspan620">when free. Send &amp;Lo | &amp;Hi + ExRes + Thd. Need two writes. Stall if full.</tspan></text>
   8.934 +
   8.935 +</g><g
   8.936 +       id="g622"><path
   8.937 +         d="m 129.4,258.6 0,-39.5"
   8.938 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
   8.939 +         id="path624"
   8.940 +         inkscape:connector-curvature="0" /></g><g
   8.941 +       id="g626"><path
   8.942 +         d="m 129.4,219 0,-39.5"
   8.943 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
   8.944 +         id="path628"
   8.945 +         inkscape:connector-curvature="0" /></g><g
   8.946 +       id="g630"><path
   8.947 +         d="m 225.8,179.3 0,-39.6"
   8.948 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
   8.949 +         id="path632"
   8.950 +         inkscape:connector-curvature="0" /></g><g
   8.951 +       id="g634"><text
   8.952 +   transform="matrix(1,0,0,-1,89.1,127.2)"
   8.953 +   id="text636"><tspan
   8.954 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.955 +     x="0 7.1999998 13.4 20.6 23.1 26.4 31.4 36.400002 41.400002 43.900002 47.200001 54.900002 62.599998 65.900002 68.400002 70.400002 72.900002 78.400002 83.400002 86.199997 89.5"
   8.956 +     y="0"
   8.957 +     sodipodi:role="line"
   8.958 +     id="tspan638">ALU (non Imm) | Shift</tspan></text>
   8.959 +
   8.960 +</g><g
   8.961 +       id="g640" /><g
   8.962 +       id="g642"><text
   8.963 +   transform="matrix(1,0,0,-1,91.6,116)"
   8.964 +   id="text644"><tspan
   8.965 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.966 +     x="0 6.0999999 11.1 17.799999 22.200001 26.1 28.6 34.200001 36.700001 44.5 51.200001 56.200001 58.700001 64.300003 66.800003 72.900002 77.900002 82.900002"
   8.967 +     y="0"
   8.968 +     sodipodi:role="line"
   8.969 +     id="tspan646">ExRes + &amp;Rd + Thd </tspan></text>
   8.970 +
   8.971 +</g><g
   8.972 +       id="g648" /><g
   8.973 +       id="g650"><text
   8.974 +   transform="matrix(1,0,0,-1,101.6,104.8)"
   8.975 +   id="text652"><tspan
   8.976 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.977 +     x="0 2.7 7.6999998 10.3 16.9 21.4 26.4 31.9 34.400002 37.799999 45 48.299999 51 53.799999 58.200001"
   8.978 +     y="0"
   8.979 +     sodipodi:role="line"
   8.980 +     id="tspan654">to RegF (write)</tspan></text>
   8.981 +
   8.982 +</g><g
   8.983 +       id="g656" /><g
   8.984 +       id="g658"><text
   8.985 +   transform="matrix(1,0,0,-1,334.5,127.2)"
   8.986 +   id="text660"><tspan
   8.987 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.988 +     x="0 6.0999999 11.1 13.6 15.6 18 23.6"
   8.989 +     y="0"
   8.990 +     sodipodi:role="line"
   8.991 +     id="tspan662">Ld | St</tspan></text>
   8.992 +
   8.993 +</g><g
   8.994 +       id="g664"><text
   8.995 +   transform="matrix(1,0,0,-1,292,116)"
   8.996 +   id="text666"><tspan
   8.997 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
   8.998 +     x="0 6.0999999 11.1 17.799999 22.200001 26.1 31.1 36.700001 39.299999 47 53.700001 56.400002 58.900002 60.900002 63.400002 70.599998 75.599998 81.199997 83.900002 86.400002 92.099998 94.599998 100.7 105.7"
   8.999 +     y="0"
  8.1000 +     sodipodi:role="line"
  8.1001 +     id="tspan668">ExRes + &amp;Rt | OpSt + Thd</tspan></text>
  8.1002 +
  8.1003 +</g><g
  8.1004 +       id="g670"><text
  8.1005 +   transform="matrix(1,0,0,-1,292,104.8)"
  8.1006 +   id="text672"><tspan
  8.1007 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1008 +     x="0 5.5999999 8.1000004 13.7 16.4 19.200001 23.6 28.1 31.4 38.599998 41.099998 46.700001 49.200001 56.5 61.5 64 66.800003 71.699997 74.199997 80.400002 85.400002 90.900002 93.699997 100.9 105.9 108.7"
  8.1009 +     y="0"
  8.1010 +     sodipodi:role="line"
  8.1011 +     id="tspan674">+ SliceID + Op to LdStUnit</tspan></text>
  8.1012 +
  8.1013 +</g><g
  8.1014 +       id="g676"><path
  8.1015 +         d="m 245.6,377.7 0,-39.4"
  8.1016 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
  8.1017 +         id="path678"
  8.1018 +         inkscape:connector-curvature="0" /></g><g
  8.1019 +       id="g680" /><g
  8.1020 +       id="g682"><text
  8.1021 +   transform="matrix(1,0,0,-1,461.1,127.2)"
  8.1022 +   id="text684"><tspan
  8.1023 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1024 +     x="0 6.6999998 10 14.4 19.4 24.4 31.1 35.599998"
  8.1025 +     y="0"
  8.1026 +     sodipodi:role="line"
  8.1027 +     id="tspan686">Brch2Reg</tspan></text>
  8.1028 +
  8.1029 +</g><g
  8.1030 +       id="g688"><text
  8.1031 +   transform="matrix(1,0,0,-1,433.6,116)"
  8.1032 +   id="text690"><tspan
  8.1033 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1034 +     x="0 7.1999998 11.7 18.9 24.5 31.200001 33.700001 39.299999 42.599998 45.099998 50.700001 57.400002 62.299999 64.900002 67.599998 70.900002 73.400002 76.699997 81.199997 83.900002 87.800003 92.199997"
  8.1035 +     y="0"
  8.1036 +     sodipodi:role="line"
  8.1037 +     id="tspan692">NewPC &lt;- PC1 if false </tspan></text>
  8.1038 +
  8.1039 +</g><g
  8.1040 +       id="g694"><text
  8.1041 +   transform="matrix(1,0,0,-1,433.6,104.8)"
  8.1042 +   id="text696"><tspan
  8.1043 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1044 +     x="0 7.1999998 11.7 18.9 24.5 31.200001 33.700001 39.299999 42.599998 45.099998 50.700001 57.400002 62.299999 64.900002 67.599998 70.900002 73.400002 76.199997 79.5 84.5"
  8.1045 +     y="0"
  8.1046 +     sodipodi:role="line"
  8.1047 +     id="tspan698">NewPC &lt;- PC2 if true</tspan></text>
  8.1048 +
  8.1049 +</g><g
  8.1050 +       id="g700" /><g
  8.1051 +       id="g702"><text
  8.1052 +   transform="matrix(1,0,0,-1,209.1,79)"
  8.1053 +   id="text704"><tspan
  8.1054 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1055 +     x="0 7.1999998 10 15 19.4 22.700001 25.200001 28.6 33.5 37.400002 40.200001 43.5"
  8.1056 +     y="0"
  8.1057 +     sodipodi:role="line"
  8.1058 +     id="tspan706">Other Instrs</tspan></text>
  8.1059 +
  8.1060 +</g><g
  8.1061 +       id="g708"><text
  8.1062 +   transform="matrix(1,0,0,-1,204.1,67.8)"
  8.1063 +   id="text710"><tspan
  8.1064 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1065 +     x="0 3.3 8.3000002 12.2 14.9 18.200001 25.5 30.5 35.5 39.900002 42.400002 46.299999 50.700001 55.799999"
  8.1066 +     y="0"
  8.1067 +     sodipodi:role="line"
  8.1068 +     id="tspan712">InstrDone sent</tspan></text>
  8.1069 +
  8.1070 +</g><g
  8.1071 +       id="g714"><path
  8.1072 +         d="m 268.2,99.8 0,-39.4"
  8.1073 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
  8.1074 +         id="path716"
  8.1075 +         inkscape:connector-curvature="0" /></g><g
  8.1076 +       id="g718" /><g
  8.1077 +       id="g720"><text
  8.1078 +   transform="matrix(1,0,0,-1,263.9,676.9)"
  8.1079 +   id="text722"><tspan
  8.1080 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1081 +     x="0 7.3000002 10"
  8.1082 +     y="0"
  8.1083 +     sodipodi:role="line"
  8.1084 +     id="tspan724">All</tspan></text>
  8.1085 +
  8.1086 +</g><g
  8.1087 +       id="g726"><text
  8.1088 +   transform="matrix(1,0,0,-1,236.4,665.7)"
  8.1089 +   id="text728"><tspan
  8.1090 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1091 +     x="0 7.3000002 11.7 16.1 18.9 23.9 28.299999 31.1 33.599998 40.299999 45.299999 50.299999 55.299999 58 62.5"
  8.1092 +     y="0"
  8.1093 +     sodipodi:role="line"
  8.1094 +     id="tspan730">Decide: Bubble?</tspan></text>
  8.1095 +
  8.1096 +</g><g
  8.1097 +       id="g732"><path
  8.1098 +         d="m 455.4,536.6 0,-39.5"
  8.1099 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
  8.1100 +         id="path734"
  8.1101 +         inkscape:connector-curvature="0" /></g><g
  8.1102 +       id="g736" /><g
  8.1103 +       id="g738"><text
  8.1104 +   transform="matrix(1,0,0,-1,486.5,558.5)"
  8.1105 +   id="text740"><tspan
  8.1106 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1107 +     x="0 6.6999998 10 14.4"
  8.1108 +     y="0"
  8.1109 +     sodipodi:role="line"
  8.1110 +     id="tspan742">Brch</tspan></text>
  8.1111 +
  8.1112 +</g><g
  8.1113 +       id="g744"><text
  8.1114 +   transform="matrix(1,0,0,-1,461.5,547.3)"
  8.1115 +   id="text746"><tspan
  8.1116 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1117 +     x="0 4.5 9.3999996 14.4 17.200001 19.700001 22.200001 27.799999 34.400002 39.400002 41.900002 47.599998 50.099998 53.400002 61.099998"
  8.1118 +     y="0"
  8.1119 +     sodipodi:role="line"
  8.1120 +     id="tspan748">cont. PC1 + Imm</tspan></text>
  8.1121 +
  8.1122 +</g><g
  8.1123 +       id="g750"><path
  8.1124 +         d="m 401.5,695.5 0,-39.5"
  8.1125 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
  8.1126 +         id="path752"
  8.1127 +         inkscape:connector-curvature="0" /></g><g
  8.1128 +       id="g754"><path
  8.1129 +         d="m 395.9,377.7 0,-39.4"
  8.1130 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
  8.1131 +         id="path756"
  8.1132 +         inkscape:connector-curvature="0" /></g><g
  8.1133 +       id="g758" /><g
  8.1134 +       id="g760"><text
  8.1135 +   transform="matrix(1,0,0,-1,112.6,524.4)"
  8.1136 +   id="text762"><tspan
  8.1137 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1138 +     x="0 3.9000001 11.1 17.299999 19.700001 21.700001 24.200001 30.9 35.900002 43.099998 49.200001 51.799999 53.700001 56.200001 60.099998 67.300003 73.400002"
  8.1139 +     y="0"
  8.1140 +     sodipodi:role="line"
  8.1141 +     id="tspan764">JAL | B*AL | JALR</tspan></text>
  8.1142 +
  8.1143 +</g><g
  8.1144 +       id="g766"><text
  8.1145 +   transform="matrix(1,0,0,-1,87.6,513.2)"
  8.1146 +   id="text768"><tspan
  8.1147 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1148 +     x="0 5 10 12.5 14.4 16.9 24.700001 31.4 36.400002 38.900002 44.5 47 52.5 59.200001 64.300003 66.699997 72.400002 74.900002 81 86 91 93.5 96.199997 101.2 103.7 110.4 114.9 119.9"
  8.1149 +     y="0"
  8.1150 +     sodipodi:role="line"
  8.1151 +     id="tspan770">31 | &amp;Rd + PC1 + Thd to RegF</tspan></text>
  8.1152 +
  8.1153 +</g><g
  8.1154 +       id="g772" /><g
  8.1155 +       id="g774"><text
  8.1156 +   transform="matrix(1,0,0,-1,117.6,502)"
  8.1157 +   id="text776"><tspan
  8.1158 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1159 +     x="0 3.3 10.6 13.8 16.6 19.4 23.799999 26.299999 31.299999 36.299999 40.700001 44 48.5 51.200001 54 59 64"
  8.1160 +     y="0"
  8.1161 +     sodipodi:role="line"
  8.1162 +     id="tspan778">(write operation)</tspan></text>
  8.1163 +
  8.1164 +</g><g
  8.1165 +       id="g780" /><g
  8.1166 +       id="g782"><text
  8.1167 +   transform="matrix(1,0,0,-1,203.4,127.2)"
  8.1168 +   id="text784"><tspan
  8.1169 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1170 +     x="0 7.1999998 13.4 20.6 23.9 31.6 39.299999 41.799999 43.700001 46.200001 52.400002 59.599998"
  8.1171 +     y="0"
  8.1172 +     sodipodi:role="line"
  8.1173 +     id="tspan786">ALUImm | LUI</tspan></text>
  8.1174 +
  8.1175 +</g><g
  8.1176 +       id="g788" /><g
  8.1177 +       id="g790"><text
  8.1178 +   transform="matrix(1,0,0,-1,190.9,116)"
  8.1179 +   id="text792"><tspan
  8.1180 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1181 +     x="0 6.0999999 11.1 17.799999 22.200001 26.1 28.6 34.200001 36.700001 44.5 51.200001 53.900002 56.400002 62 64.599998 70.699997 75.699997 80.699997"
  8.1182 +     y="0"
  8.1183 +     sodipodi:role="line"
  8.1184 +     id="tspan794">ExRes + &amp;Rt + Thd </tspan></text>
  8.1185 +
  8.1186 +</g><g
  8.1187 +       id="g796" /><g
  8.1188 +       id="g798"><text
  8.1189 +   transform="matrix(1,0,0,-1,200.9,104.8)"
  8.1190 +   id="text800"><tspan
  8.1191 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1192 +     x="0 2.7 7.6999998 10.3 16.9 21.4 26.4 31.9 34.400002 37.700001 45 48.299999 51 53.799999 58.200001"
  8.1193 +     y="0"
  8.1194 +     sodipodi:role="line"
  8.1195 +     id="tspan802">to RegF (write)</tspan></text>
  8.1196 +
  8.1197 +</g><g
  8.1198 +       id="g804" /><g
  8.1199 +       id="g806"><text
  8.1200 +   transform="matrix(1,0,0,-1,404.5,359.7)"
  8.1201 +   id="text808"><tspan
  8.1202 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1203 +     x="0 6.0999999 13.4 16.700001 19.200001 21.1 23.6 29.700001 34.700001 37.200001 39.200001 41.700001 47.200001"
  8.1204 +     y="0"
  8.1205 +     sodipodi:role="line"
  8.1206 +     id="tspan810">LUI | Ld | St</tspan></text>
  8.1207 +
  8.1208 +</g><g
  8.1209 +       id="g812"><text
  8.1210 +   transform="matrix(1,0,0,-1,399.5,348.5)"
  8.1211 +   id="text814"><tspan
  8.1212 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1213 +     x="0 7.1999998 13.4 20.6 27.9 32.900002 35.400002 41 44.299999 46.799999 51.200001 56.200001"
  8.1214 +     y="0"
  8.1215 +     sodipodi:role="line"
  8.1216 +     id="tspan816">ALUOp &lt;- add</tspan></text>
  8.1217 +
  8.1218 +</g><g
  8.1219 +       id="g818" /><g
  8.1220 +       id="g820"><text
  8.1221 +   transform="matrix(1,0,0,-1,115.6,439.1)"
  8.1222 +   id="text822"><tspan
  8.1223 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1224 +     x="0 6.0999999 13.4"
  8.1225 +     y="0"
  8.1226 +     sodipodi:role="line"
  8.1227 +     id="tspan824">LUI</tspan></text>
  8.1228 +
  8.1229 +</g><g
  8.1230 +       id="g826"><text
  8.1231 +   transform="matrix(1,0,0,-1,90.6,427.9)"
  8.1232 +   id="text828"><tspan
  8.1233 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1234 +     x="0 7.3000002 12.2 19.5 22 27.6 30.9 33.400002 36.700001 44.400002 52.099998 54.599998 62.400002 64.900002"
  8.1235 +     y="0"
  8.1236 +     sodipodi:role="line"
  8.1237 +     id="tspan830">OpA &lt;- Imm &amp; 0</tspan></text>
  8.1238 +
  8.1239 +</g><g
  8.1240 +       id="g832" /><g
  8.1241 +       id="g834"><text
  8.1242 +   transform="matrix(1,0,0,-1,108,478.9)"
  8.1243 +   id="text836"><tspan
  8.1244 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1245 +     x="0 3.9000001 6.4000001 8.3000002 10.8 14.7 21.9"
  8.1246 +     y="0"
  8.1247 +     sodipodi:role="line"
  8.1248 +     id="tspan838">J | JAL</tspan></text>
  8.1249 +
  8.1250 +</g><g
  8.1251 +       id="g840"><text
  8.1252 +   transform="matrix(1,0,0,-1,90.5,467.7)"
  8.1253 +   id="text842"><tspan
  8.1254 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1255 +     x="0 3.3 8.3000002 12.2 14.9 18.299999 25.5 30.5 35.5 40 42.400002 46.299999 50.799999 55.799999"
  8.1256 +     y="0"
  8.1257 +     sodipodi:role="line"
  8.1258 +     id="tspan844">InstrDone sent</tspan></text>
  8.1259 +
  8.1260 +</g><g
  8.1261 +       id="g846"><path
  8.1262 +         d="m 163.4,457.4 0,-39.5"
  8.1263 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
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  8.1266 +       id="g850"><text
  8.1267 +   transform="matrix(1,0,0,-1,345.6,478.9)"
  8.1268 +   id="text852"><tspan
  8.1269 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1270 +     x="0 7.3000002 12.2 15 19.4 22.200001 24.700001 29.1 34.099998 38.599998 43 48 50.5 53.299999 58.299999 60.700001 64.099998 66.800003 71.800003 76.300003 79 81.5 86.5 90.900002 94.800003 97.599998 102.6 107.6 110.1 112.8 116.1 118.6 123.1 128.10001 133.10001 138.10001 143.10001 148.10001 150.60001 154.39999 157.2 161.60001 166.60001 171.10001"
  8.1271 +     y="0"
  8.1272 +     sodipodi:role="line"
  8.1273 +     id="tspan854">Note: check in final design if enough stages</tspan></text>
  8.1274 +
  8.1275 +</g><g
  8.1276 +       id="g856" /><g
  8.1277 +       id="g858"><text
  8.1278 +   transform="matrix(1,0,0,-1,360.6,467.7)"
  8.1279 +   id="text860"><tspan
  8.1280 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1281 +     x="0 2.7 7.6999998 10.3 16.4 21.4 26.4 33.599998 36.099998 39.400002 44.400002 47.799999 50.299999 54.099998 61.400002 67.5 70 77.199997 80.599998 83.300003 86.099998 90.5 93 95.699997 100.7 103.2 107.7 112.7 120.4 125.4 128.10001 132.60001 135.3"
  8.1282 +     y="0"
  8.1283 +     sodipodi:role="line"
  8.1284 +     id="tspan862">in ThdU for JAL write to complete</tspan></text>
  8.1285 +
  8.1286 +</g><g
  8.1287 +       id="g864"><text
  8.1288 +   transform="matrix(1,0,0,-1,385.4,518.5)"
  8.1289 +   id="text866"><tspan
  8.1290 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1291 +     x="0 6.0999999 13.4 16.700001 19.200001 21.1 23.6 30.299999 33.599998 38.099998 43.099998 48.099998 54.700001 59.200001"
  8.1292 +     y="0"
  8.1293 +     sodipodi:role="line"
  8.1294 +     id="tspan868">LUI | Brch1Reg</tspan></text>
  8.1295 +
  8.1296 +</g><g
  8.1297 +       id="g870" /><g
  8.1298 +       id="g872"><text
  8.1299 +   transform="matrix(1,0,0,-1,400.4,507.3)"
  8.1300 +   id="text874"><tspan
  8.1301 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1302 +     x="0 7.6999998 14.4 17.200001 19.700001 25.299999 27.799999"
  8.1303 +     y="0"
  8.1304 +     sodipodi:role="line"
  8.1305 +     id="tspan876">&amp;Rt = 0</tspan></text>
  8.1306 +
  8.1307 +</g><g
  8.1308 +       id="g878"><path
  8.1309 +         d="m 333.5,417.6 0,-39.5"
  8.1310 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
  8.1311 +         id="path880"
  8.1312 +         inkscape:connector-curvature="0" /></g><g
  8.1313 +       id="g882"><path
  8.1314 +         d="m 421.4,417.5 0,-39.5"
  8.1315 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
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  8.1318 +       id="g886" /><g
  8.1319 +       id="g888"><text
  8.1320 +   transform="matrix(1,0,0,-1,331.1,359.6)"
  8.1321 +   id="text890"><tspan
  8.1322 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1323 +     x="0 6.6999998 10 14.4 19.5 24.4 31.1 35.599998"
  8.1324 +     y="0"
  8.1325 +     sodipodi:role="line"
  8.1326 +     id="tspan892">Brch2Reg</tspan></text>
  8.1327 +
  8.1328 +</g><g
  8.1329 +       id="g894" /><g
  8.1330 +       id="g896"><text
  8.1331 +   transform="matrix(1,0,0,-1,308.6,348.4)"
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  8.1333 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1334 +     x="0 7.3000002 13.4 20.6 27.9 32.900002 35.400002 41 44.299999 46.799999 53.5 58.5 66.199997 71.199997 75.599998 79"
  8.1335 +     y="0"
  8.1336 +     sodipodi:role="line"
  8.1337 +     id="tspan900">ALUOp &lt;- Compare</tspan></text>
  8.1338 +
  8.1339 +</g><g
  8.1340 +       id="g902"><path
  8.1341 +         d="m 217.2,536.6 0,-39.5"
  8.1342 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
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  8.1345 +       id="g906"><path
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  8.1347 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
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  8.1349 +         inkscape:connector-curvature="0" /></g><g
  8.1350 +       id="g910"><path
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  8.1354 +         inkscape:connector-curvature="0" /></g><g
  8.1355 +       id="g914" /><g
  8.1356 +       id="g916"><text
  8.1357 +   transform="matrix(1,0,0,-1,370.4,405.1)"
  8.1358 +   id="text918"><tspan
  8.1359 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1360 +     x="0 7.3000002 10"
  8.1361 +     y="0"
  8.1362 +     sodipodi:role="line"
  8.1363 +     id="tspan920">All</tspan></text>
  8.1364 +
  8.1365 +</g><g
  8.1366 +       id="g922"><text
  8.1367 +   transform="matrix(1,0,0,-1,342.9,393.9)"
  8.1368 +   id="text924"><tspan
  8.1369 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1370 +     x="0 7.3000002 11.7 16.1 21.1 26.1 30.6 33.299999 35.799999 43.099998 49.200001 56.400002 63.700001"
  8.1371 +     y="0"
  8.1372 +     sodipodi:role="line"
  8.1373 +     id="tspan926">Decode: ALUOp</tspan></text>
  8.1374 +
  8.1375 +</g><g
  8.1376 +       id="g928" /><g
  8.1377 +       id="g930"><text
  8.1378 +   transform="matrix(1,0,0,-1,365.4,382.7)"
  8.1379 +   id="text932"><tspan
  8.1380 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1381 +     x="0 5 9.5 14.4 17.200001"
  8.1382 +     y="0"
  8.1383 +     sodipodi:role="line"
  8.1384 +     id="tspan934">begin</tspan></text>
  8.1385 +
  8.1386 +</g><g
  8.1387 +       id="g936"><path
  8.1388 +         d="m 262.6,417.4 0,-39.5"
  8.1389 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
  8.1390 +         id="path938"
  8.1391 +         inkscape:connector-curvature="0" /></g><g
  8.1392 +       id="g940"><path
  8.1393 +         d="m 308,655.7 0,-39.4"
  8.1394 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
  8.1395 +         id="path942"
  8.1396 +         inkscape:connector-curvature="0" /></g><g
  8.1397 +       id="g944" /><g
  8.1398 +       id="g946"><text
  8.1399 +   transform="matrix(1,0,0,-1,133.1,79)"
  8.1400 +   id="text948"><tspan
  8.1401 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1402 +     x="0 6.0999999 11.1 13.6 15.5 18 23.6"
  8.1403 +     y="0"
  8.1404 +     sodipodi:role="line"
  8.1405 +     id="tspan950">Ld | St</tspan></text>
  8.1406 +
  8.1407 +</g><g
  8.1408 +       id="g952"><text
  8.1409 +   transform="matrix(1,0,0,-1,90.6,67.8)"
  8.1410 +   id="text954"><tspan
  8.1411 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1412 +     x="0 3.3 8.3000002 14.4 19.4 25 27.700001 30.200001 34.700001 39.700001 44.700001 47.200001 50.5 55.5 59.400002 62.099998 65.400002 72.699997 77.699997 82.699997 87.099998 89.599998 93.5 97.900002 102.9"
  8.1413 +     y="0"
  8.1414 +     sodipodi:role="line"
  8.1415 +     id="tspan956">InLdSt and InstrDone sent</tspan></text>
  8.1416 +
  8.1417 +</g><g
  8.1418 +       id="g958"><path
  8.1419 +         d="m 279.6,139.5 0,-39.5"
  8.1420 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
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  8.1423 +       id="g962"><path
  8.1424 +         d="m 415.6,139.5 0,-39.5"
  8.1425 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
  8.1426 +         id="path964"
  8.1427 +         inkscape:connector-curvature="0" /></g><g
  8.1428 +       id="g966"><text
  8.1429 +   transform="matrix(1,0,0,-1,170,439.1)"
  8.1430 +   id="text968"><tspan
  8.1431 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1432 +     x="0 6.6999998 10 14.4 19.4 24.4 31.1 35.599998 40.599998 45.5 47.5 50 56.700001 60 64.400002 69.400002 76.099998 83.400002"
  8.1433 +     y="0"
  8.1434 +     sodipodi:role="line"
  8.1435 +     id="tspan970">Brch1Reg | BrchCOP</tspan></text>
  8.1436 +
  8.1437 +</g><g
  8.1438 +       id="g972" /><g
  8.1439 +       id="g974"><text
  8.1440 +   transform="matrix(1,0,0,-1,185,427.9)"
  8.1441 +   id="text976"><tspan
  8.1442 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1443 +     x="0 3.3 7.6999998 11.6 16.6 19.4 24.4 28.799999 31.299999 36.299999 39.599998 44 49.099998 53.5"
  8.1444 +     y="0"
  8.1445 +     sodipodi:role="line"
  8.1446 +     id="tspan978">resolve branch</tspan></text>
  8.1447 +
  8.1448 +</g><g
  8.1449 +       id="g980"><path
  8.1450 +         d="m 262.6,457.3 0,-39.6"
  8.1451 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
  8.1452 +         id="path982"
  8.1453 +         inkscape:connector-curvature="0" /></g><g
  8.1454 +       id="g984" /><g
  8.1455 +       id="g986"><text
  8.1456 +   transform="matrix(1,0,0,-1,169.4,405)"
  8.1457 +   id="text988"><tspan
  8.1458 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1459 +     x="0 6.6999998 10 14.4 19.4 24.4 31.1 35.599998 40.599998 43.099998 45 47.5 54.200001 57.5 61.900002 66.900002 73.599998 80.900002"
  8.1460 +     y="0"
  8.1461 +     sodipodi:role="line"
  8.1462 +     id="tspan990">Brch1Reg | BrchCOP</tspan></text>
  8.1463 +
  8.1464 +</g><g
  8.1465 +       id="g992"><text
  8.1466 +   transform="matrix(1,0,0,-1,164.4,393.8)"
  8.1467 +   id="text994"><tspan
  8.1468 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1469 +     x="0 7.3000002 11.7 18.9 24.5 31.200001 33.700001 39.299999 42.599998 45.099998 50.700001 57.400002 62.400002 64.900002 67.599998 71 73.5 76.800003 81.199997 83.900002 87.800003 92.199997"
  8.1470 +     y="0"
  8.1471 +     sodipodi:role="line"
  8.1472 +     id="tspan996">NewPC &lt;- PC1 if false </tspan></text>
  8.1473 +
  8.1474 +</g><g
  8.1475 +       id="g998"><text
  8.1476 +   transform="matrix(1,0,0,-1,164.4,382.6)"
  8.1477 +   id="text1000"><tspan
  8.1478 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1479 +     x="0 7.3000002 11.7 18.9 24.5 31.200001 33.700001 39.299999 42.599998 45.099998 50.700001 57.400002 62.400002 64.900002 67.599998 71 73.5 76.199997 79.5 84.5"
  8.1480 +     y="0"
  8.1481 +     sodipodi:role="line"
  8.1482 +     id="tspan1002">NewPC &lt;- PC2 if true</tspan></text>
  8.1483 +
  8.1484 +</g><g
  8.1485 +       id="g1004" /><g
  8.1486 +       id="g1006"><text
  8.1487 +   transform="matrix(1,0,0,-1,210.1,637.9)"
  8.1488 +   id="text1008"><tspan
  8.1489 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1490 +     x="0 7.3000002 10"
  8.1491 +     y="0"
  8.1492 +     sodipodi:role="line"
  8.1493 +     id="tspan1010">All</tspan></text>
  8.1494 +
  8.1495 +</g><g
  8.1496 +       id="g1012"><text
  8.1497 +   transform="matrix(1,0,0,-1,182.6,626.7)"
  8.1498 +   id="text1014"><tspan
  8.1499 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1500 +     x="0 6.6999998 11.7 16.700001 19.5 22.200001 27.200001 32.200001 36.599998 39.099998 44.099998 48.599998 53 58 63"
  8.1501 +     y="0"
  8.1502 +     sodipodi:role="line"
  8.1503 +     id="tspan1016">Continue decode</tspan></text>
  8.1504 +
  8.1505 +</g><g
  8.1506 +       id="g1018"><path
  8.1507 +         d="m 254.1,655.7 0,-39.4"
  8.1508 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
  8.1509 +         id="path1020"
  8.1510 +         inkscape:connector-curvature="0" /></g><g
  8.1511 +       id="g1022" /><g
  8.1512 +       id="g1024"><text
  8.1513 +   transform="matrix(1,0,0,-1,329.9,598.1)"
  8.1514 +   id="text1026"><tspan
  8.1515 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1516 +     x="0 7.3000002 10"
  8.1517 +     y="0"
  8.1518 +     sodipodi:role="line"
  8.1519 +     id="tspan1028">All</tspan></text>
  8.1520 +
  8.1521 +</g><g
  8.1522 +       id="g1030"><text
  8.1523 +   transform="matrix(1,0,0,-1,307.4,586.9)"
  8.1524 +   id="text1032"><tspan
  8.1525 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1526 +     x="0 5.5 8.3000002 13.3 16.1 19.9 24.9 27.4 32.400002 36.900002 41.299999 46.299999 51.299999"
  8.1527 +     y="0"
  8.1528 +     sodipodi:role="line"
  8.1529 +     id="tspan1034">Finish decode</tspan></text>
  8.1530 +
  8.1531 +</g><g
  8.1532 +       id="g1036"><path
  8.1533 +         d="m 370.4,616.1 0,-39.5"
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  8.1541 +     x="0 7.3000002 12.2 15 19.4 22.200001 24.700001 31.9 36.400002 39.099998 41.900002 44.400002 49.400002 54.400002 57.099998 59.900002 62.599998 65.099998 67.900002 72.900002 76.800003 79.5 82.800003 87.800003 92.199997 95 97.699997 102.8 107.7 110.2 114.7 119.1 121.9 126.9 131.3 134.10001 136.8 141.89999 144.39999 152.10001 156.60001 161.60001 166 169.89999 172.39999 175.10001 177.89999 180.39999 183.10001 188.10001 190.89999 195.89999 198.39999 204.5 209.5 215.10001 217.8 225.10001 230.10001 232.8 235.60001 238.10001 243.10001 247.5 250.8 255.8 259.10001 263.60001 266.10001 269.89999 274.39999 279.39999 284.39999 287.10001 292.10001 297.10001 299.60001 302.89999 307.89999 314.10001 319.10001 324.60001 327.39999 329.89999 333.20001 338.79999 341.29999 347.39999 352.39999 356.89999 361.29999 366.29999 369.10001 371.79999 376.79999 381.79999"
  8.1542 +     y="0"
  8.1543 +     sodipodi:role="line"
  8.1544 +     id="tspan1044">Note: wait until instruction actually makes it into LdStUnit before sending InLdSt -&gt; Exceptions</tspan></text>
  8.1545 +
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  8.1547 +       id="g1046"><path
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  8.1556 +     x="0 6.6999998 10 14.4 19.4 24.4 31.1 35.599998 40.599998 45.5 47.5 50 56.700001 60 64.400002 69.400002 76.099998 83.400002"
  8.1557 +     y="0"
  8.1558 +     sodipodi:role="line"
  8.1559 +     id="tspan1054">Brch1Reg | BrchCOP</tspan></text>
  8.1560 +
  8.1561 +</g><g
  8.1562 +       id="g1056" /><g
  8.1563 +       id="g1058"><text
  8.1564 +   transform="matrix(1,0,0,-1,250.5,467.5)"
  8.1565 +   id="text1060"><tspan
  8.1566 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1567 +     x="0 7.3000002 11.7 16.1 21.1 26.1 30.6 33 38.099998 41.400002 45.799999 50.799999 58.099998"
  8.1568 +     y="0"
  8.1569 +     sodipodi:role="line"
  8.1570 +     id="tspan1062">Decode brchOp</tspan></text>
  8.1571 +
  8.1572 +</g><g
  8.1573 +       id="g1064"><path
  8.1574 +         d="m 330.6,497 0,-39.5"
  8.1575 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
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  8.1578 +       id="g1068"><text
  8.1579 +   transform="matrix(1,0,0,-1,320.1,82)"
  8.1580 +   id="text1070"><tspan
  8.1581 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1582 +     x="0 7.1999998 12.2 15 19.4 22.200001 24.700001 29.1 34.099998 38.5 43 48 50.5 53.299999 58.200001 60.700001 64.099998 66.800003 71.800003 76.199997 79 81.5 86.5 90.900002 94.800003 97.599998 102.5 107.6 110.1 112.8 116.1 118.6 123 128.10001 133 138.10001 143.10001 148 150.60001 154.39999 157.2 161.60001 166.60001 171.10001"
  8.1583 +     y="0"
  8.1584 +     sodipodi:role="line"
  8.1585 +     id="tspan1072">Note: check in final design if enough stages</tspan></text>
  8.1586 +
  8.1587 +</g><g
  8.1588 +       id="g1074" /><g
  8.1589 +       id="g1076"><text
  8.1590 +   transform="matrix(1,0,0,-1,345.1,70.8)"
  8.1591 +   id="text1078"><tspan
  8.1592 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1593 +     x="0 2.7 7.6999998 10.3 16.4 21.4 26.4 33.599998 36.099998 39.400002 44.400002 47.799999 50.200001 59.700001 66.400002 68.900002 71.699997 76.699997 79.199997 83.599998 88.599998 96.300003 101.3 104 108.5 111.2"
  8.1594 +     y="0"
  8.1595 +     sodipodi:role="line"
  8.1596 +     id="tspan1080">in ThdU for WB to complete</tspan></text>
  8.1597 +
  8.1598 +</g><g
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  8.1603 +     x="0 6 9.3000002 15.3 21.299999 24.6 30.6"
  8.1604 +     y="0"
  8.1605 +     sodipodi:role="line"
  8.1606 +     id="tspan1086">6/16/03</tspan></text>
  8.1607 +
  8.1608 +</g><g
  8.1609 +       id="g1088">
  8.1610 +</g><g
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  8.1612 +   transform="matrix(1,0,0,-1,318.8,27.3)"
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  8.1614 +     style="font-size:12px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
  8.1615 +     x="0"
  8.1616 +     y="0"
  8.1617 +     id="tspan1098">3</tspan></text>
  8.1618 +
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  8.1620 \ No newline at end of file
     9.1 Binary file 0__Papers/LPGPU__Arch/First_arch_paper/figures/Worker_Core.pdf has changed
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    11.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
    11.2 +++ b/0__Papers/LPGPU__Arch/First_arch_paper/latex/LPGPU__first_arch_paper.tex	Sun Mar 11 09:26:44 2012 -0700
    11.3 @@ -0,0 +1,246 @@
    11.4 +%&latex
    11.5 +%% Derived from: `accept.tex' (from acmconf.dtx),
    11.6 +
    11.7 +\documentclass[submit]{acmconf}
    11.8 +
    11.9 +\CopyrightText{\copyright ACM 2000, ....., used with the \texttt{box} option.}
   11.10 +\IfFileExists{graphicx.sty}{\usepackage{graphicx}}{}
   11.11 +\ConferenceName{1. Conference on Designing a \LaTeX2e Class for
   11.12 +  Typesetting ACM Papers, Hawaii 2000}
   11.13 +\ConferenceShortName{CONF-2000}
   11.14 +
   11.15 +\def\XX{More text should follow, but keep in mind that a limit of 6
   11.16 +  pages has been set, including figures and references.  More text
   11.17 +  should follow, but keep in mind that a limit of 6 pages has been
   11.18 +  set, including figures and references.  More text should follow, but
   11.19 +  keep in mind that a limit of 6 pages set, including figures
   11.20 +  and references.  More text should follow, but keep in mind that a
   11.21 +  limit of 6 pages has been set, including figures and references.
   11.22 +  \par
   11.23 +}
   11.24 +
   11.25 +\usepackage[USenglish,UKenglish]{babel}
   11.26 +\begin{document}
   11.27 +
   11.28 +%+Title
   11.29 +\date{31. December 1999}
   11.30 +\title{A New Intuitionistic Proof of Usability\\
   11.31 +       of the Recommended Style File for the ACM Conference Papers}
   11.32 +\author{\Author{J\"urgen Vollmer\thanks{Happy \LaTeX{}ing}}\\
   11.33 +         \Address{Karlsruhe}\\
   11.34 +         \Email{Juergen.Vollmer@acm.org}\\
   11.35 +         \and
   11.36 +         \Author{Mickey Mouse}\\
   11.37 +         \Address{Enthausen University}\\
   11.38 +         \Email{Mickey.Mouse@entenhausen.org}
   11.39 +       }
   11.40 +%-Title
   11.41 +\maketitle
   11.42 +%+Abstract
   11.43 +\begin{abstract}
   11.44 +  This document demonstrates how to use the \LaTeX2e \verb|acmconf|
   11.45 +  class by exhibiting itself as an example.  You are expected to be
   11.46 +  familiar with~\cite{Lam94}.  The best way to use this file is to use
   11.47 +  it as a template, i.e., replace the prose in it by your
   11.48 +  own\footnote{And may use footnotes.}.
   11.49 +\end{abstract}
   11.50 +%-Abstract
   11.51 +
   11.52 +%+Keywords
   11.53 +\begin{keywords}
   11.54 +\LaTeX2e-class, ACM proceedings
   11.55 +\end{keywords}
   11.56 +%-Keywords
   11.57 +
   11.58 +
   11.59 +\section{Introduction}
   11.60 +\(\cos (\frac{a}{b})\)
   11.61 +To understand this file read the \emph{source} and not the typeset
   11.62 +version.  If you are reading this in the typeset version you might as
   11.63 +well stop --- it is not supposed to make sense.
   11.64 +
   11.65 +\section{The Story Begins\ldots}
   11.66 +A real article is supposed to have some deep results and good
   11.67 +explanations.  That, however, is your job and not mine so you should
   11.68 +replace this text with something more appropriate\footnote{Another a
   11.69 +  footnote}..
   11.70 +
   11.71 +\section{Some often used \LaTeX\ commands}
   11.72 +
   11.73 +\subsection{\texttt{emph}, etc.}
   11.74 +Text may be set as \emph{emph}.\\
   11.75 +Text may be set as \texttt{texttt}.\\
   11.76 +Text may be set as \underline{unterline}.\\
   11.77 +Text may be set as \textbf{textbf}.\\
   11.78 +Text may be set as \textrm{textrm}.\\
   11.79 +Text may be set as {\tiny tiny}.\\
   11.80 +Text may be set as {\scriptsize scriptsize}.\\
   11.81 +Text may be set as {\footnotesize footnotesize}.\\
   11.82 +Text may be set as {\normalfont normalsize}.\\
   11.83 +Text may be set as {\large large}.\\
   11.84 +Text may be set as {\Large Large}.\\
   11.85 +Text may be set as {\LARGE LARGE}.\\
   11.86 +Text may be set as {\huge huge}.\\
   11.87 +Text may be set as {\Huge Huge}.\\
   11.88 +Text may have$^{\textrm{super}}$ and$_{\textrm{sub}}$scripts.
   11.89 +
   11.90 +\subsection{\texttt{itemize}}
   11.91 +\begin{itemize}
   11.92 +\item\(f\) More text should follow, but keep in mind that a limit of 6
   11.93 +     pages has been set, including figures and references.  More text
   11.94 +     should follow, but keep in mind that a limit of 6 pages has been
   11.95 +     set, including figures and references.
   11.96 +\item More text should follow, but keep in mind that a limit of 6
   11.97 +     pages has been set, including figures and references.  More text
   11.98 +     should follow, but keep in mind that a limit of 6 pages has been
   11.99 +     set, including figures and references.
  11.100 +\end{itemize}
  11.101 +
  11.102 +\subsection{\texttt{enumerate}}
  11.103 +\begin{enumerate}
  11.104 +\item More text should follow, but keep in mind that a limit of 6
  11.105 +     pages has been set, including figures and references.  More text
  11.106 +     should follow, but keep in mind that a limit of 6 pages has been
  11.107 +     set, including figures and references.
  11.108 +\item More text should follow, but keep in mind that a limit of 6
  11.109 +     pages has been set, including figures and references.  More text
  11.110 +     should follow, but keep in mind that a limit of 6 pages has been
  11.111 +     set, including figures and references.
  11.112 +     
  11.113 +\end{enumerate}
  11.114 +
  11.115 +\subsection{\texttt{description}}
  11.116 +\begin{description}
  11.117 +\item[Foo] More text should follow, but keep in mind that a limit of 6
  11.118 +     pages has been set, including figures and references.  More text
  11.119 +     should follow, but keep in mind that a limit of 6 pages has been
  11.120 +     set, including figures and references.
  11.121 +\item[Bar] More text should follow, but keep in mind that a limit of 6
  11.122 +     pages has been set, including figures and references.  More text
  11.123 +     should follow, but keep in mind that a limit of 6 pages has been
  11.124 +     set, including figures and references.
  11.125 +\end{description}
  11.126 +
  11.127 +\subsection{\texttt{center} and \texttt{tabular}}
  11.128 +\begin{center}
  11.129 +\begin{tabular}{|l|c|r|}\hline
  11.130 +left     & center   & right    \\\hline\hline
  11.131 +AAAAAAAA & BBBBBBBB & CCCCCCCC \\
  11.132 +AAAAAAAA & BBBBBBBB & CCCCCCCC \\\cline{3-3}
  11.133 +AAAAAAAA & BBBBBBBB & CCCCCCCC \\\cline{2-2}
  11.134 +AAAAAAAA & BBBBBBBB & CCCCCCCC \\\cline{1-2}
  11.135 +AAAAAAAA & BBBBBBBB & CCCCCCCC \\\hline
  11.136 +AAAAAAAA & BBBBBBBB & CCCCCCCC \\\hline
  11.137 +1          & \multicolumn{2}{|c|}{2} \\\hline
  11.138 +\end{tabular}
  11.139 +\end{center}
  11.140 +
  11.141 +\subsection{\texttt{figure} and Postscript pictures}
  11.142 +Have a look to to figure~\ref{fig-1} and~\ref{fig-2}.
  11.143 +
  11.144 +\begin{figure}
  11.145 +\hrule
  11.146 +Nice Postscript, isn't it?
  11.147 +\begin{center}
  11.148 +\IfFileExists{graphicx.sty}{
  11.149 +  \includegraphics{body.eps}
  11.150 +}{
  11.151 +  Sorry, package \texttt{graphicx} not present.
  11.152 +}
  11.153 +\end{center}
  11.154 +
  11.155 +Same, a little bit smaller:
  11.156 +\begin{center}
  11.157 +\IfFileExists{graphicx.sty}{
  11.158 +  \includegraphics[scale=.5]{body.eps}
  11.159 +  }{
  11.160 +  Sorry, package \texttt{graphicx} not present.
  11.161 +}
  11.162 +\end{center}
  11.163 +\caption{\label{fig-1}This is a nice floating figure}
  11.164 +\hrule
  11.165 +\end{figure}
  11.166 +
  11.167 +\begin{figure*}
  11.168 +\hrule
  11.169 +This figure uses both columns, using \texttt{figure*}
  11.170 +\begin{center}
  11.171 +\IfFileExists{graphicx.sty}{
  11.172 +  \includegraphics[scale=.5]{body.eps}
  11.173 +  \hspace{1cm}
  11.174 +  \includegraphics[scale=.5]{body.eps}
  11.175 +}{
  11.176 +  Sorry, package \texttt{graphicx} not present.
  11.177 +}
  11.178 +\end{center}
  11.179 +\caption{\label{fig-2}This is a nice floating figure}
  11.180 +\hrule
  11.181 +\end{figure*}
  11.182 +
  11.183 +\section{The Story Continues 1}
  11.184 +
  11.185 +This is a \verb+\section+.
  11.186 +
  11.187 +\XX\XX
  11.188 +
  11.189 +\subsection{The Story Continues 2}
  11.190 +
  11.191 +This is a \verb+\subsection+.
  11.192 +
  11.193 +\XX\XX
  11.194 +
  11.195 +\subsubsection{The Story Continues 3}
  11.196 +
  11.197 +This is a \verb+\subsubsection+.
  11.198 +
  11.199 +\XX\XX
  11.200 +
  11.201 +\subsubsubsection{The Story Continues 4}
  11.202 +
  11.203 +This is a \verb+\subsubsubsection+.
  11.204 +
  11.205 +\XX\XX
  11.206 +
  11.207 +\subsubsubsubsection{The Story Continues 5}
  11.208 +
  11.209 +This is a \verb+\subsubsubsubsection+.
  11.210 +
  11.211 +\XX\XX
  11.212 +
  11.213 +\paragraph{The Story Continues 6}
  11.214 +
  11.215 +This is a \verb+\paragraph+.
  11.216 +\XX\XX
  11.217 +
  11.218 +\subparagraph{The Story Continues 7}
  11.219 +This is a \verb+\subparagraph+.
  11.220 +\XX\XX\XX
  11.221 +
  11.222 +\section{Conclusion}
  11.223 +The end, at last!  In this example there really are no results or
  11.224 +points to summarize but I trust your article has more food for though
  11.225 +and thus will need a conclusion.
  11.226 +
  11.227 +\appendix
  11.228 +\section{Appendices}
  11.229 +If you have any, appendices might go here.  Note that appendices
  11.230 +should not be used to circumvent the word count limit.
  11.231 +
  11.232 +This is "doing it by hand" --- you might be better off using BibTeX.
  11.233 +
  11.234 +%+Bibliography
  11.235 +\begin{thebibliography}{X}
  11.236 +\bibitem[1]{Lam94} Leslie Lamport: {\em \LaTeX, A Document
  11.237 +    Preparation System,} Addison Wesley~1994.
  11.238 +\end{thebibliography}
  11.239 +%-Bibliography
  11.240 +
  11.241 +\IfPrepare{
  11.242 +  \tableofcontents
  11.243 +  \listoffigures
  11.244 +  \listoftables
  11.245 +}{}
  11.246 +
  11.247 +\end{document}
  11.248 +
  11.249 +
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  15.360 +/KeepColor {currentrgbcolor [/Pattern /DeviceRGB] setcolorspace} bind def
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  15.363 +>> matrix makepattern
  15.364 +/Pat1 exch def
  15.365 +<< Tile8x8
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  15.367 +	0 4 M 4 8 L 8 4 L 4 0 L 0 4 L stroke}
  15.368 +>> matrix makepattern
  15.369 +/Pat2 exch def
  15.370 +<< Tile8x8
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  15.372 +	8 8 L 8 0 L 0 0 L fill}
  15.373 +>> matrix makepattern
  15.374 +/Pat3 exch def
  15.375 +<< Tile8x8
  15.376 + /PaintProc {0.5 setlinewidth pop -4 8 M 8 -4 L
  15.377 +	0 12 M 12 0 L stroke}
  15.378 +>> matrix makepattern
  15.379 +/Pat4 exch def
  15.380 +<< Tile8x8
  15.381 + /PaintProc {0.5 setlinewidth pop -4 0 M 8 12 L
  15.382 +	0 -4 M 12 8 L stroke}
  15.383 +>> matrix makepattern
  15.384 +/Pat5 exch def
  15.385 +<< Tile8x8
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  15.387 +	0 12 M 8 -4 L 4 12 M 10 0 L stroke}
  15.388 +>> matrix makepattern
  15.389 +/Pat6 exch def
  15.390 +<< Tile8x8
  15.391 + /PaintProc {0.5 setlinewidth pop -2 0 M 4 12 L
  15.392 +	0 -4 M 8 12 L 4 -4 M 10 8 L stroke}
  15.393 +>> matrix makepattern
  15.394 +/Pat7 exch def
  15.395 +<< Tile8x8
  15.396 + /PaintProc {0.5 setlinewidth pop 8 -2 M -4 4 L
  15.397 +	12 0 M -4 8 L 12 4 M 0 10 L stroke}
  15.398 +>> matrix makepattern
  15.399 +/Pat8 exch def
  15.400 +<< Tile8x8
  15.401 + /PaintProc {0.5 setlinewidth pop 0 -2 M 12 4 L
  15.402 +	-4 0 M 12 8 L -4 4 M 8 10 L stroke}
  15.403 +>> matrix makepattern
  15.404 +/Pat9 exch def
  15.405 +/Pattern1 {PatternBgnd KeepColor Pat1 setpattern} bind def
  15.406 +/Pattern2 {PatternBgnd KeepColor Pat2 setpattern} bind def
  15.407 +/Pattern3 {PatternBgnd KeepColor Pat3 setpattern} bind def
  15.408 +/Pattern4 {PatternBgnd KeepColor Landscape {Pat5} {Pat4} ifelse setpattern} bind def
  15.409 +/Pattern5 {PatternBgnd KeepColor Landscape {Pat4} {Pat5} ifelse setpattern} bind def
  15.410 +/Pattern6 {PatternBgnd KeepColor Landscape {Pat9} {Pat6} ifelse setpattern} bind def
  15.411 +/Pattern7 {PatternBgnd KeepColor Landscape {Pat8} {Pat7} ifelse setpattern} bind def
  15.412 +} def
  15.413 +%
  15.414 +%
  15.415 +%End of PostScript Level 2 code
  15.416 +%
  15.417 +/PatternBgnd {
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  15.419 +} def
  15.420 +%
  15.421 +% Substitute for Level 2 pattern fill codes with
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  15.423 +%
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  15.426 +/Pattern2 {0.500 Density} bind def
  15.427 +/Pattern3 {0.750 Density} bind def
  15.428 +/Pattern4 {0.125 Density} bind def
  15.429 +/Pattern5 {0.375 Density} bind def
  15.430 +/Pattern6 {0.625 Density} bind def
  15.431 +/Pattern7 {0.875 Density} bind def
  15.432 +} def
  15.433 +%
  15.434 +% Now test for support of Level 2 code
  15.435 +%
  15.436 +Level1 {Level1PatternFill} {Level2PatternFill} ifelse
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  15.447 +     {dup 3 get {2 get neg 0 exch R pop} {pop aload pop M} ifelse} {dup 5
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  15.451 +     pop aload pop M} ifelse }ifelse }ifelse }
  15.452 +     ifelse }
  15.453 +   forall} def
  15.454 +/Gswidth {dup type /stringtype eq {stringwidth} {pop (n) stringwidth} ifelse} def
  15.455 +/MFwidth {0 exch { dup 5 get 3 ge { 5 get 3 eq { 0 } { pop } ifelse }
  15.456 + {dup 3 get{dup dup 0 get findfont exch 1 get scalefont setfont
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  15.458 +/MLshow { currentpoint stroke M
  15.459 +  0 exch R
  15.460 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  15.461 +/MRshow { currentpoint stroke M
  15.462 +  exch dup MFwidth neg 3 -1 roll R
  15.463 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  15.464 +/MCshow { currentpoint stroke M
  15.465 +  exch dup MFwidth -2 div 3 -1 roll R
  15.466 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  15.467 +/XYsave    { [( ) 1 2 true false 3 ()] } bind def
  15.468 +/XYrestore { [( ) 1 2 true false 4 ()] } bind def
  15.469 +end
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   17.73 +/M {moveto} bind def
   17.74 +/L {lineto} bind def
   17.75 +/R {rmoveto} bind def
   17.76 +/V {rlineto} bind def
   17.77 +/N {newpath moveto} bind def
   17.78 +/Z {closepath} bind def
   17.79 +/C {setrgbcolor} bind def
   17.80 +/f {rlineto fill} bind def
   17.81 +/g {setgray} bind def
   17.82 +/Gshow {show} def   % May be redefined later in the file to support UTF-8
   17.83 +/vpt2 vpt 2 mul def
   17.84 +/hpt2 hpt 2 mul def
   17.85 +/Lshow {currentpoint stroke M 0 vshift R 
   17.86 +	Blacktext {gsave 0 setgray show grestore} {show} ifelse} def
   17.87 +/Rshow {currentpoint stroke M dup stringwidth pop neg vshift R
   17.88 +	Blacktext {gsave 0 setgray show grestore} {show} ifelse} def
   17.89 +/Cshow {currentpoint stroke M dup stringwidth pop -2 div vshift R 
   17.90 +	Blacktext {gsave 0 setgray show grestore} {show} ifelse} def
   17.91 +/UP {dup vpt_ mul /vpt exch def hpt_ mul /hpt exch def
   17.92 +  /hpt2 hpt 2 mul def /vpt2 vpt 2 mul def} def
   17.93 +/DL {Color {setrgbcolor Solid {pop []} if 0 setdash}
   17.94 + {pop pop pop 0 setgray Solid {pop []} if 0 setdash} ifelse} def
   17.95 +/BL {stroke userlinewidth 2 mul setlinewidth
   17.96 +	Rounded {1 setlinejoin 1 setlinecap} if} def
   17.97 +/AL {stroke userlinewidth 2 div setlinewidth
   17.98 +	Rounded {1 setlinejoin 1 setlinecap} if} def
   17.99 +/UL {dup gnulinewidth mul /userlinewidth exch def
  17.100 +	dup 1 lt {pop 1} if 10 mul /udl exch def} def
  17.101 +/PL {stroke userlinewidth setlinewidth
  17.102 +	Rounded {1 setlinejoin 1 setlinecap} if} def
  17.103 +3.8 setmiterlimit
  17.104 +% Default Line colors
  17.105 +/LCw {1 1 1} def
  17.106 +/LCb {0 0 0} def
  17.107 +/LCa {0 0 0} def
  17.108 +/LC0 {1 0 0} def
  17.109 +/LC1 {0 1 0} def
  17.110 +/LC2 {0 0 1} def
  17.111 +/LC3 {1 0 1} def
  17.112 +/LC4 {0 1 1} def
  17.113 +/LC5 {1 1 0} def
  17.114 +/LC6 {0 0 0} def
  17.115 +/LC7 {1 0.3 0} def
  17.116 +/LC8 {0.5 0.5 0.5} def
  17.117 +% Default Line Types
  17.118 +/LTw {PL [] 1 setgray} def
  17.119 +/LTb {BL [] LCb DL} def
  17.120 +/LTa {AL [1 udl mul 2 udl mul] 0 setdash LCa setrgbcolor} def
  17.121 +/LT0 {PL [] LC0 DL} def
  17.122 +/LT1 {PL [4 dl1 2 dl2] LC1 DL} def
  17.123 +/LT2 {PL [2 dl1 3 dl2] LC2 DL} def
  17.124 +/LT3 {PL [1 dl1 1.5 dl2] LC3 DL} def
  17.125 +/LT4 {PL [6 dl1 2 dl2 1 dl1 2 dl2] LC4 DL} def
  17.126 +/LT5 {PL [3 dl1 3 dl2 1 dl1 3 dl2] LC5 DL} def
  17.127 +/LT6 {PL [2 dl1 2 dl2 2 dl1 6 dl2] LC6 DL} def
  17.128 +/LT7 {PL [1 dl1 2 dl2 6 dl1 2 dl2 1 dl1 2 dl2] LC7 DL} def
  17.129 +/LT8 {PL [2 dl1 2 dl2 2 dl1 2 dl2 2 dl1 2 dl2 2 dl1 4 dl2] LC8 DL} def
  17.130 +/Pnt {stroke [] 0 setdash gsave 1 setlinecap M 0 0 V stroke grestore} def
  17.131 +/Dia {stroke [] 0 setdash 2 copy vpt add M
  17.132 +  hpt neg vpt neg V hpt vpt neg V
  17.133 +  hpt vpt V hpt neg vpt V closepath stroke
  17.134 +  Pnt} def
  17.135 +/Pls {stroke [] 0 setdash vpt sub M 0 vpt2 V
  17.136 +  currentpoint stroke M
  17.137 +  hpt neg vpt neg R hpt2 0 V stroke
  17.138 + } def
  17.139 +/Box {stroke [] 0 setdash 2 copy exch hpt sub exch vpt add M
  17.140 +  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  17.141 +  hpt2 neg 0 V closepath stroke
  17.142 +  Pnt} def
  17.143 +/Crs {stroke [] 0 setdash exch hpt sub exch vpt add M
  17.144 +  hpt2 vpt2 neg V currentpoint stroke M
  17.145 +  hpt2 neg 0 R hpt2 vpt2 V stroke} def
  17.146 +/TriU {stroke [] 0 setdash 2 copy vpt 1.12 mul add M
  17.147 +  hpt neg vpt -1.62 mul V
  17.148 +  hpt 2 mul 0 V
  17.149 +  hpt neg vpt 1.62 mul V closepath stroke
  17.150 +  Pnt} def
  17.151 +/Star {2 copy Pls Crs} def
  17.152 +/BoxF {stroke [] 0 setdash exch hpt sub exch vpt add M
  17.153 +  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  17.154 +  hpt2 neg 0 V closepath fill} def
  17.155 +/TriUF {stroke [] 0 setdash vpt 1.12 mul add M
  17.156 +  hpt neg vpt -1.62 mul V
  17.157 +  hpt 2 mul 0 V
  17.158 +  hpt neg vpt 1.62 mul V closepath fill} def
  17.159 +/TriD {stroke [] 0 setdash 2 copy vpt 1.12 mul sub M
  17.160 +  hpt neg vpt 1.62 mul V
  17.161 +  hpt 2 mul 0 V
  17.162 +  hpt neg vpt -1.62 mul V closepath stroke
  17.163 +  Pnt} def
  17.164 +/TriDF {stroke [] 0 setdash vpt 1.12 mul sub M
  17.165 +  hpt neg vpt 1.62 mul V
  17.166 +  hpt 2 mul 0 V
  17.167 +  hpt neg vpt -1.62 mul V closepath fill} def
  17.168 +/DiaF {stroke [] 0 setdash vpt add M
  17.169 +  hpt neg vpt neg V hpt vpt neg V
  17.170 +  hpt vpt V hpt neg vpt V closepath fill} def
  17.171 +/Pent {stroke [] 0 setdash 2 copy gsave
  17.172 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  17.173 +  closepath stroke grestore Pnt} def
  17.174 +/PentF {stroke [] 0 setdash gsave
  17.175 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  17.176 +  closepath fill grestore} def
  17.177 +/Circle {stroke [] 0 setdash 2 copy
  17.178 +  hpt 0 360 arc stroke Pnt} def
  17.179 +/CircleF {stroke [] 0 setdash hpt 0 360 arc fill} def
  17.180 +/C0 {BL [] 0 setdash 2 copy moveto vpt 90 450 arc} bind def
  17.181 +/C1 {BL [] 0 setdash 2 copy moveto
  17.182 +	2 copy vpt 0 90 arc closepath fill
  17.183 +	vpt 0 360 arc closepath} bind def
  17.184 +/C2 {BL [] 0 setdash 2 copy moveto
  17.185 +	2 copy vpt 90 180 arc closepath fill
  17.186 +	vpt 0 360 arc closepath} bind def
  17.187 +/C3 {BL [] 0 setdash 2 copy moveto
  17.188 +	2 copy vpt 0 180 arc closepath fill
  17.189 +	vpt 0 360 arc closepath} bind def
  17.190 +/C4 {BL [] 0 setdash 2 copy moveto
  17.191 +	2 copy vpt 180 270 arc closepath fill
  17.192 +	vpt 0 360 arc closepath} bind def
  17.193 +/C5 {BL [] 0 setdash 2 copy moveto
  17.194 +	2 copy vpt 0 90 arc
  17.195 +	2 copy moveto
  17.196 +	2 copy vpt 180 270 arc closepath fill
  17.197 +	vpt 0 360 arc} bind def
  17.198 +/C6 {BL [] 0 setdash 2 copy moveto
  17.199 +	2 copy vpt 90 270 arc closepath fill
  17.200 +	vpt 0 360 arc closepath} bind def
  17.201 +/C7 {BL [] 0 setdash 2 copy moveto
  17.202 +	2 copy vpt 0 270 arc closepath fill
  17.203 +	vpt 0 360 arc closepath} bind def
  17.204 +/C8 {BL [] 0 setdash 2 copy moveto
  17.205 +	2 copy vpt 270 360 arc closepath fill
  17.206 +	vpt 0 360 arc closepath} bind def
  17.207 +/C9 {BL [] 0 setdash 2 copy moveto
  17.208 +	2 copy vpt 270 450 arc closepath fill
  17.209 +	vpt 0 360 arc closepath} bind def
  17.210 +/C10 {BL [] 0 setdash 2 copy 2 copy moveto vpt 270 360 arc closepath fill
  17.211 +	2 copy moveto
  17.212 +	2 copy vpt 90 180 arc closepath fill
  17.213 +	vpt 0 360 arc closepath} bind def
  17.214 +/C11 {BL [] 0 setdash 2 copy moveto
  17.215 +	2 copy vpt 0 180 arc closepath fill
  17.216 +	2 copy moveto
  17.217 +	2 copy vpt 270 360 arc closepath fill
  17.218 +	vpt 0 360 arc closepath} bind def
  17.219 +/C12 {BL [] 0 setdash 2 copy moveto
  17.220 +	2 copy vpt 180 360 arc closepath fill
  17.221 +	vpt 0 360 arc closepath} bind def
  17.222 +/C13 {BL [] 0 setdash 2 copy moveto
  17.223 +	2 copy vpt 0 90 arc closepath fill
  17.224 +	2 copy moveto
  17.225 +	2 copy vpt 180 360 arc closepath fill
  17.226 +	vpt 0 360 arc closepath} bind def
  17.227 +/C14 {BL [] 0 setdash 2 copy moveto
  17.228 +	2 copy vpt 90 360 arc closepath fill
  17.229 +	vpt 0 360 arc} bind def
  17.230 +/C15 {BL [] 0 setdash 2 copy vpt 0 360 arc closepath fill
  17.231 +	vpt 0 360 arc closepath} bind def
  17.232 +/Rec {newpath 4 2 roll moveto 1 index 0 rlineto 0 exch rlineto
  17.233 +	neg 0 rlineto closepath} bind def
  17.234 +/Square {dup Rec} bind def
  17.235 +/Bsquare {vpt sub exch vpt sub exch vpt2 Square} bind def
  17.236 +/S0 {BL [] 0 setdash 2 copy moveto 0 vpt rlineto BL Bsquare} bind def
  17.237 +/S1 {BL [] 0 setdash 2 copy vpt Square fill Bsquare} bind def
  17.238 +/S2 {BL [] 0 setdash 2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  17.239 +/S3 {BL [] 0 setdash 2 copy exch vpt sub exch vpt2 vpt Rec fill Bsquare} bind def
  17.240 +/S4 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  17.241 +/S5 {BL [] 0 setdash 2 copy 2 copy vpt Square fill
  17.242 +	exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  17.243 +/S6 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill Bsquare} bind def
  17.244 +/S7 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill
  17.245 +	2 copy vpt Square fill Bsquare} bind def
  17.246 +/S8 {BL [] 0 setdash 2 copy vpt sub vpt Square fill Bsquare} bind def
  17.247 +/S9 {BL [] 0 setdash 2 copy vpt sub vpt vpt2 Rec fill Bsquare} bind def
  17.248 +/S10 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt Square fill
  17.249 +	Bsquare} bind def
  17.250 +/S11 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt2 vpt Rec fill
  17.251 +	Bsquare} bind def
  17.252 +/S12 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill Bsquare} bind def
  17.253 +/S13 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  17.254 +	2 copy vpt Square fill Bsquare} bind def
  17.255 +/S14 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  17.256 +	2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  17.257 +/S15 {BL [] 0 setdash 2 copy Bsquare fill Bsquare} bind def
  17.258 +/D0 {gsave translate 45 rotate 0 0 S0 stroke grestore} bind def
  17.259 +/D1 {gsave translate 45 rotate 0 0 S1 stroke grestore} bind def
  17.260 +/D2 {gsave translate 45 rotate 0 0 S2 stroke grestore} bind def
  17.261 +/D3 {gsave translate 45 rotate 0 0 S3 stroke grestore} bind def
  17.262 +/D4 {gsave translate 45 rotate 0 0 S4 stroke grestore} bind def
  17.263 +/D5 {gsave translate 45 rotate 0 0 S5 stroke grestore} bind def
  17.264 +/D6 {gsave translate 45 rotate 0 0 S6 stroke grestore} bind def
  17.265 +/D7 {gsave translate 45 rotate 0 0 S7 stroke grestore} bind def
  17.266 +/D8 {gsave translate 45 rotate 0 0 S8 stroke grestore} bind def
  17.267 +/D9 {gsave translate 45 rotate 0 0 S9 stroke grestore} bind def
  17.268 +/D10 {gsave translate 45 rotate 0 0 S10 stroke grestore} bind def
  17.269 +/D11 {gsave translate 45 rotate 0 0 S11 stroke grestore} bind def
  17.270 +/D12 {gsave translate 45 rotate 0 0 S12 stroke grestore} bind def
  17.271 +/D13 {gsave translate 45 rotate 0 0 S13 stroke grestore} bind def
  17.272 +/D14 {gsave translate 45 rotate 0 0 S14 stroke grestore} bind def
  17.273 +/D15 {gsave translate 45 rotate 0 0 S15 stroke grestore} bind def
  17.274 +/DiaE {stroke [] 0 setdash vpt add M
  17.275 +  hpt neg vpt neg V hpt vpt neg V
  17.276 +  hpt vpt V hpt neg vpt V closepath stroke} def
  17.277 +/BoxE {stroke [] 0 setdash exch hpt sub exch vpt add M
  17.278 +  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  17.279 +  hpt2 neg 0 V closepath stroke} def
  17.280 +/TriUE {stroke [] 0 setdash vpt 1.12 mul add M
  17.281 +  hpt neg vpt -1.62 mul V
  17.282 +  hpt 2 mul 0 V
  17.283 +  hpt neg vpt 1.62 mul V closepath stroke} def
  17.284 +/TriDE {stroke [] 0 setdash vpt 1.12 mul sub M
  17.285 +  hpt neg vpt 1.62 mul V
  17.286 +  hpt 2 mul 0 V
  17.287 +  hpt neg vpt -1.62 mul V closepath stroke} def
  17.288 +/PentE {stroke [] 0 setdash gsave
  17.289 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  17.290 +  closepath stroke grestore} def
  17.291 +/CircE {stroke [] 0 setdash 
  17.292 +  hpt 0 360 arc stroke} def
  17.293 +/Opaque {gsave closepath 1 setgray fill grestore 0 setgray closepath} def
  17.294 +/DiaW {stroke [] 0 setdash vpt add M
  17.295 +  hpt neg vpt neg V hpt vpt neg V
  17.296 +  hpt vpt V hpt neg vpt V Opaque stroke} def
  17.297 +/BoxW {stroke [] 0 setdash exch hpt sub exch vpt add M
  17.298 +  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  17.299 +  hpt2 neg 0 V Opaque stroke} def
  17.300 +/TriUW {stroke [] 0 setdash vpt 1.12 mul add M
  17.301 +  hpt neg vpt -1.62 mul V
  17.302 +  hpt 2 mul 0 V
  17.303 +  hpt neg vpt 1.62 mul V Opaque stroke} def
  17.304 +/TriDW {stroke [] 0 setdash vpt 1.12 mul sub M
  17.305 +  hpt neg vpt 1.62 mul V
  17.306 +  hpt 2 mul 0 V
  17.307 +  hpt neg vpt -1.62 mul V Opaque stroke} def
  17.308 +/PentW {stroke [] 0 setdash gsave
  17.309 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  17.310 +  Opaque stroke grestore} def
  17.311 +/CircW {stroke [] 0 setdash 
  17.312 +  hpt 0 360 arc Opaque stroke} def
  17.313 +/BoxFill {gsave Rec 1 setgray fill grestore} def
  17.314 +/Density {
  17.315 +  /Fillden exch def
  17.316 +  currentrgbcolor
  17.317 +  /ColB exch def /ColG exch def /ColR exch def
  17.318 +  /ColR ColR Fillden mul Fillden sub 1 add def
  17.319 +  /ColG ColG Fillden mul Fillden sub 1 add def
  17.320 +  /ColB ColB Fillden mul Fillden sub 1 add def
  17.321 +  ColR ColG ColB setrgbcolor} def
  17.322 +/BoxColFill {gsave Rec PolyFill} def
  17.323 +/PolyFill {gsave Density fill grestore grestore} def
  17.324 +/h {rlineto rlineto rlineto gsave closepath fill grestore} bind def
  17.325 +%
  17.326 +% PostScript Level 1 Pattern Fill routine for rectangles
  17.327 +% Usage: x y w h s a XX PatternFill
  17.328 +%	x,y = lower left corner of box to be filled
  17.329 +%	w,h = width and height of box
  17.330 +%	  a = angle in degrees between lines and x-axis
  17.331 +%	 XX = 0/1 for no/yes cross-hatch
  17.332 +%
  17.333 +/PatternFill {gsave /PFa [ 9 2 roll ] def
  17.334 +  PFa 0 get PFa 2 get 2 div add PFa 1 get PFa 3 get 2 div add translate
  17.335 +  PFa 2 get -2 div PFa 3 get -2 div PFa 2 get PFa 3 get Rec
  17.336 +  gsave 1 setgray fill grestore clip
  17.337 +  currentlinewidth 0.5 mul setlinewidth
  17.338 +  /PFs PFa 2 get dup mul PFa 3 get dup mul add sqrt def
  17.339 +  0 0 M PFa 5 get rotate PFs -2 div dup translate
  17.340 +  0 1 PFs PFa 4 get div 1 add floor cvi
  17.341 +	{PFa 4 get mul 0 M 0 PFs V} for
  17.342 +  0 PFa 6 get ne {
  17.343 +	0 1 PFs PFa 4 get div 1 add floor cvi
  17.344 +	{PFa 4 get mul 0 2 1 roll M PFs 0 V} for
  17.345 + } if
  17.346 +  stroke grestore} def
  17.347 +%
  17.348 +/languagelevel where
  17.349 + {pop languagelevel} {1} ifelse
  17.350 + 2 lt
  17.351 +	{/InterpretLevel1 true def}
  17.352 +	{/InterpretLevel1 Level1 def}
  17.353 + ifelse
  17.354 +%
  17.355 +% PostScript level 2 pattern fill definitions
  17.356 +%
  17.357 +/Level2PatternFill {
  17.358 +/Tile8x8 {/PaintType 2 /PatternType 1 /TilingType 1 /BBox [0 0 8 8] /XStep 8 /YStep 8}
  17.359 +	bind def
  17.360 +/KeepColor {currentrgbcolor [/Pattern /DeviceRGB] setcolorspace} bind def
  17.361 +<< Tile8x8
  17.362 + /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke} 
  17.363 +>> matrix makepattern
  17.364 +/Pat1 exch def
  17.365 +<< Tile8x8
  17.366 + /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke
  17.367 +	0 4 M 4 8 L 8 4 L 4 0 L 0 4 L stroke}
  17.368 +>> matrix makepattern
  17.369 +/Pat2 exch def
  17.370 +<< Tile8x8
  17.371 + /PaintProc {0.5 setlinewidth pop 0 0 M 0 8 L
  17.372 +	8 8 L 8 0 L 0 0 L fill}
  17.373 +>> matrix makepattern
  17.374 +/Pat3 exch def
  17.375 +<< Tile8x8
  17.376 + /PaintProc {0.5 setlinewidth pop -4 8 M 8 -4 L
  17.377 +	0 12 M 12 0 L stroke}
  17.378 +>> matrix makepattern
  17.379 +/Pat4 exch def
  17.380 +<< Tile8x8
  17.381 + /PaintProc {0.5 setlinewidth pop -4 0 M 8 12 L
  17.382 +	0 -4 M 12 8 L stroke}
  17.383 +>> matrix makepattern
  17.384 +/Pat5 exch def
  17.385 +<< Tile8x8
  17.386 + /PaintProc {0.5 setlinewidth pop -2 8 M 4 -4 L
  17.387 +	0 12 M 8 -4 L 4 12 M 10 0 L stroke}
  17.388 +>> matrix makepattern
  17.389 +/Pat6 exch def
  17.390 +<< Tile8x8
  17.391 + /PaintProc {0.5 setlinewidth pop -2 0 M 4 12 L
  17.392 +	0 -4 M 8 12 L 4 -4 M 10 8 L stroke}
  17.393 +>> matrix makepattern
  17.394 +/Pat7 exch def
  17.395 +<< Tile8x8
  17.396 + /PaintProc {0.5 setlinewidth pop 8 -2 M -4 4 L
  17.397 +	12 0 M -4 8 L 12 4 M 0 10 L stroke}
  17.398 +>> matrix makepattern
  17.399 +/Pat8 exch def
  17.400 +<< Tile8x8
  17.401 + /PaintProc {0.5 setlinewidth pop 0 -2 M 12 4 L
  17.402 +	-4 0 M 12 8 L -4 4 M 8 10 L stroke}
  17.403 +>> matrix makepattern
  17.404 +/Pat9 exch def
  17.405 +/Pattern1 {PatternBgnd KeepColor Pat1 setpattern} bind def
  17.406 +/Pattern2 {PatternBgnd KeepColor Pat2 setpattern} bind def
  17.407 +/Pattern3 {PatternBgnd KeepColor Pat3 setpattern} bind def
  17.408 +/Pattern4 {PatternBgnd KeepColor Landscape {Pat5} {Pat4} ifelse setpattern} bind def
  17.409 +/Pattern5 {PatternBgnd KeepColor Landscape {Pat4} {Pat5} ifelse setpattern} bind def
  17.410 +/Pattern6 {PatternBgnd KeepColor Landscape {Pat9} {Pat6} ifelse setpattern} bind def
  17.411 +/Pattern7 {PatternBgnd KeepColor Landscape {Pat8} {Pat7} ifelse setpattern} bind def
  17.412 +} def
  17.413 +%
  17.414 +%
  17.415 +%End of PostScript Level 2 code
  17.416 +%
  17.417 +/PatternBgnd {
  17.418 +  TransparentPatterns {} {gsave 1 setgray fill grestore} ifelse
  17.419 +} def
  17.420 +%
  17.421 +% Substitute for Level 2 pattern fill codes with
  17.422 +% grayscale if Level 2 support is not selected.
  17.423 +%
  17.424 +/Level1PatternFill {
  17.425 +/Pattern1 {0.250 Density} bind def
  17.426 +/Pattern2 {0.500 Density} bind def
  17.427 +/Pattern3 {0.750 Density} bind def
  17.428 +/Pattern4 {0.125 Density} bind def
  17.429 +/Pattern5 {0.375 Density} bind def
  17.430 +/Pattern6 {0.625 Density} bind def
  17.431 +/Pattern7 {0.875 Density} bind def
  17.432 +} def
  17.433 +%
  17.434 +% Now test for support of Level 2 code
  17.435 +%
  17.436 +Level1 {Level1PatternFill} {Level2PatternFill} ifelse
  17.437 +%
  17.438 +/Symbol-Oblique /Symbol findfont [1 0 .167 1 0 0] makefont
  17.439 +dup length dict begin {1 index /FID eq {pop pop} {def} ifelse} forall
  17.440 +currentdict end definefont pop
  17.441 +/MFshow {
  17.442 +   { dup 5 get 3 ge
  17.443 +     { 5 get 3 eq {gsave} {grestore} ifelse }
  17.444 +     {dup dup 0 get findfont exch 1 get scalefont setfont
  17.445 +     [ currentpoint ] exch dup 2 get 0 exch R dup 5 get 2 ne {dup dup 6
  17.446 +     get exch 4 get {Gshow} {stringwidth pop 0 R} ifelse }if dup 5 get 0 eq
  17.447 +     {dup 3 get {2 get neg 0 exch R pop} {pop aload pop M} ifelse} {dup 5
  17.448 +     get 1 eq {dup 2 get exch dup 3 get exch 6 get stringwidth pop -2 div
  17.449 +     dup 0 R} {dup 6 get stringwidth pop -2 div 0 R 6 get
  17.450 +     show 2 index {aload pop M neg 3 -1 roll neg R pop pop} {pop pop pop
  17.451 +     pop aload pop M} ifelse }ifelse }ifelse }
  17.452 +     ifelse }
  17.453 +   forall} def
  17.454 +/Gswidth {dup type /stringtype eq {stringwidth} {pop (n) stringwidth} ifelse} def
  17.455 +/MFwidth {0 exch { dup 5 get 3 ge { 5 get 3 eq { 0 } { pop } ifelse }
  17.456 + {dup 3 get{dup dup 0 get findfont exch 1 get scalefont setfont
  17.457 +     6 get Gswidth pop add} {pop} ifelse} ifelse} forall} def
  17.458 +/MLshow { currentpoint stroke M
  17.459 +  0 exch R
  17.460 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  17.461 +/MRshow { currentpoint stroke M
  17.462 +  exch dup MFwidth neg 3 -1 roll R
  17.463 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  17.464 +/MCshow { currentpoint stroke M
  17.465 +  exch dup MFwidth -2 div 3 -1 roll R
  17.466 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  17.467 +/XYsave    { [( ) 1 2 true false 3 ()] } bind def
  17.468 +/XYrestore { [( ) 1 2 true false 4 ()] } bind def
  17.469 +end
  17.470 +%%EndProlog
  17.471 +%%Page: 1 1
  17.472 +gnudict begin
  17.473 +gsave
  17.474 +doclip
  17.475 +50 50 translate
  17.476 +0.100 0.100 scale
  17.477 +90 rotate
  17.478 +0 -5040 translate
  17.479 +0 setgray
  17.480 +newpath
  17.481 +(Helvetica) findfont 140 scalefont setfont
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  18.208 +	2 copy vpt 270 450 arc closepath fill
  18.209 +	vpt 0 360 arc closepath} bind def
  18.210 +/C10 {BL [] 0 setdash 2 copy 2 copy moveto vpt 270 360 arc closepath fill
  18.211 +	2 copy moveto
  18.212 +	2 copy vpt 90 180 arc closepath fill
  18.213 +	vpt 0 360 arc closepath} bind def
  18.214 +/C11 {BL [] 0 setdash 2 copy moveto
  18.215 +	2 copy vpt 0 180 arc closepath fill
  18.216 +	2 copy moveto
  18.217 +	2 copy vpt 270 360 arc closepath fill
  18.218 +	vpt 0 360 arc closepath} bind def
  18.219 +/C12 {BL [] 0 setdash 2 copy moveto
  18.220 +	2 copy vpt 180 360 arc closepath fill
  18.221 +	vpt 0 360 arc closepath} bind def
  18.222 +/C13 {BL [] 0 setdash 2 copy moveto
  18.223 +	2 copy vpt 0 90 arc closepath fill
  18.224 +	2 copy moveto
  18.225 +	2 copy vpt 180 360 arc closepath fill
  18.226 +	vpt 0 360 arc closepath} bind def
  18.227 +/C14 {BL [] 0 setdash 2 copy moveto
  18.228 +	2 copy vpt 90 360 arc closepath fill
  18.229 +	vpt 0 360 arc} bind def
  18.230 +/C15 {BL [] 0 setdash 2 copy vpt 0 360 arc closepath fill
  18.231 +	vpt 0 360 arc closepath} bind def
  18.232 +/Rec {newpath 4 2 roll moveto 1 index 0 rlineto 0 exch rlineto
  18.233 +	neg 0 rlineto closepath} bind def
  18.234 +/Square {dup Rec} bind def
  18.235 +/Bsquare {vpt sub exch vpt sub exch vpt2 Square} bind def
  18.236 +/S0 {BL [] 0 setdash 2 copy moveto 0 vpt rlineto BL Bsquare} bind def
  18.237 +/S1 {BL [] 0 setdash 2 copy vpt Square fill Bsquare} bind def
  18.238 +/S2 {BL [] 0 setdash 2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  18.239 +/S3 {BL [] 0 setdash 2 copy exch vpt sub exch vpt2 vpt Rec fill Bsquare} bind def
  18.240 +/S4 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  18.241 +/S5 {BL [] 0 setdash 2 copy 2 copy vpt Square fill
  18.242 +	exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  18.243 +/S6 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill Bsquare} bind def
  18.244 +/S7 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill
  18.245 +	2 copy vpt Square fill Bsquare} bind def
  18.246 +/S8 {BL [] 0 setdash 2 copy vpt sub vpt Square fill Bsquare} bind def
  18.247 +/S9 {BL [] 0 setdash 2 copy vpt sub vpt vpt2 Rec fill Bsquare} bind def
  18.248 +/S10 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt Square fill
  18.249 +	Bsquare} bind def
  18.250 +/S11 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt2 vpt Rec fill
  18.251 +	Bsquare} bind def
  18.252 +/S12 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill Bsquare} bind def
  18.253 +/S13 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  18.254 +	2 copy vpt Square fill Bsquare} bind def
  18.255 +/S14 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  18.256 +	2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  18.257 +/S15 {BL [] 0 setdash 2 copy Bsquare fill Bsquare} bind def
  18.258 +/D0 {gsave translate 45 rotate 0 0 S0 stroke grestore} bind def
  18.259 +/D1 {gsave translate 45 rotate 0 0 S1 stroke grestore} bind def
  18.260 +/D2 {gsave translate 45 rotate 0 0 S2 stroke grestore} bind def
  18.261 +/D3 {gsave translate 45 rotate 0 0 S3 stroke grestore} bind def
  18.262 +/D4 {gsave translate 45 rotate 0 0 S4 stroke grestore} bind def
  18.263 +/D5 {gsave translate 45 rotate 0 0 S5 stroke grestore} bind def
  18.264 +/D6 {gsave translate 45 rotate 0 0 S6 stroke grestore} bind def
  18.265 +/D7 {gsave translate 45 rotate 0 0 S7 stroke grestore} bind def
  18.266 +/D8 {gsave translate 45 rotate 0 0 S8 stroke grestore} bind def
  18.267 +/D9 {gsave translate 45 rotate 0 0 S9 stroke grestore} bind def
  18.268 +/D10 {gsave translate 45 rotate 0 0 S10 stroke grestore} bind def
  18.269 +/D11 {gsave translate 45 rotate 0 0 S11 stroke grestore} bind def
  18.270 +/D12 {gsave translate 45 rotate 0 0 S12 stroke grestore} bind def
  18.271 +/D13 {gsave translate 45 rotate 0 0 S13 stroke grestore} bind def
  18.272 +/D14 {gsave translate 45 rotate 0 0 S14 stroke grestore} bind def
  18.273 +/D15 {gsave translate 45 rotate 0 0 S15 stroke grestore} bind def
  18.274 +/DiaE {stroke [] 0 setdash vpt add M
  18.275 +  hpt neg vpt neg V hpt vpt neg V
  18.276 +  hpt vpt V hpt neg vpt V closepath stroke} def
  18.277 +/BoxE {stroke [] 0 setdash exch hpt sub exch vpt add M
  18.278 +  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  18.279 +  hpt2 neg 0 V closepath stroke} def
  18.280 +/TriUE {stroke [] 0 setdash vpt 1.12 mul add M
  18.281 +  hpt neg vpt -1.62 mul V
  18.282 +  hpt 2 mul 0 V
  18.283 +  hpt neg vpt 1.62 mul V closepath stroke} def
  18.284 +/TriDE {stroke [] 0 setdash vpt 1.12 mul sub M
  18.285 +  hpt neg vpt 1.62 mul V
  18.286 +  hpt 2 mul 0 V
  18.287 +  hpt neg vpt -1.62 mul V closepath stroke} def
  18.288 +/PentE {stroke [] 0 setdash gsave
  18.289 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  18.290 +  closepath stroke grestore} def
  18.291 +/CircE {stroke [] 0 setdash 
  18.292 +  hpt 0 360 arc stroke} def
  18.293 +/Opaque {gsave closepath 1 setgray fill grestore 0 setgray closepath} def
  18.294 +/DiaW {stroke [] 0 setdash vpt add M
  18.295 +  hpt neg vpt neg V hpt vpt neg V
  18.296 +  hpt vpt V hpt neg vpt V Opaque stroke} def
  18.297 +/BoxW {stroke [] 0 setdash exch hpt sub exch vpt add M
  18.298 +  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  18.299 +  hpt2 neg 0 V Opaque stroke} def
  18.300 +/TriUW {stroke [] 0 setdash vpt 1.12 mul add M
  18.301 +  hpt neg vpt -1.62 mul V
  18.302 +  hpt 2 mul 0 V
  18.303 +  hpt neg vpt 1.62 mul V Opaque stroke} def
  18.304 +/TriDW {stroke [] 0 setdash vpt 1.12 mul sub M
  18.305 +  hpt neg vpt 1.62 mul V
  18.306 +  hpt 2 mul 0 V
  18.307 +  hpt neg vpt -1.62 mul V Opaque stroke} def
  18.308 +/PentW {stroke [] 0 setdash gsave
  18.309 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  18.310 +  Opaque stroke grestore} def
  18.311 +/CircW {stroke [] 0 setdash 
  18.312 +  hpt 0 360 arc Opaque stroke} def
  18.313 +/BoxFill {gsave Rec 1 setgray fill grestore} def
  18.314 +/Density {
  18.315 +  /Fillden exch def
  18.316 +  currentrgbcolor
  18.317 +  /ColB exch def /ColG exch def /ColR exch def
  18.318 +  /ColR ColR Fillden mul Fillden sub 1 add def
  18.319 +  /ColG ColG Fillden mul Fillden sub 1 add def
  18.320 +  /ColB ColB Fillden mul Fillden sub 1 add def
  18.321 +  ColR ColG ColB setrgbcolor} def
  18.322 +/BoxColFill {gsave Rec PolyFill} def
  18.323 +/PolyFill {gsave Density fill grestore grestore} def
  18.324 +/h {rlineto rlineto rlineto gsave closepath fill grestore} bind def
  18.325 +%
  18.326 +% PostScript Level 1 Pattern Fill routine for rectangles
  18.327 +% Usage: x y w h s a XX PatternFill
  18.328 +%	x,y = lower left corner of box to be filled
  18.329 +%	w,h = width and height of box
  18.330 +%	  a = angle in degrees between lines and x-axis
  18.331 +%	 XX = 0/1 for no/yes cross-hatch
  18.332 +%
  18.333 +/PatternFill {gsave /PFa [ 9 2 roll ] def
  18.334 +  PFa 0 get PFa 2 get 2 div add PFa 1 get PFa 3 get 2 div add translate
  18.335 +  PFa 2 get -2 div PFa 3 get -2 div PFa 2 get PFa 3 get Rec
  18.336 +  gsave 1 setgray fill grestore clip
  18.337 +  currentlinewidth 0.5 mul setlinewidth
  18.338 +  /PFs PFa 2 get dup mul PFa 3 get dup mul add sqrt def
  18.339 +  0 0 M PFa 5 get rotate PFs -2 div dup translate
  18.340 +  0 1 PFs PFa 4 get div 1 add floor cvi
  18.341 +	{PFa 4 get mul 0 M 0 PFs V} for
  18.342 +  0 PFa 6 get ne {
  18.343 +	0 1 PFs PFa 4 get div 1 add floor cvi
  18.344 +	{PFa 4 get mul 0 2 1 roll M PFs 0 V} for
  18.345 + } if
  18.346 +  stroke grestore} def
  18.347 +%
  18.348 +/languagelevel where
  18.349 + {pop languagelevel} {1} ifelse
  18.350 + 2 lt
  18.351 +	{/InterpretLevel1 true def}
  18.352 +	{/InterpretLevel1 Level1 def}
  18.353 + ifelse
  18.354 +%
  18.355 +% PostScript level 2 pattern fill definitions
  18.356 +%
  18.357 +/Level2PatternFill {
  18.358 +/Tile8x8 {/PaintType 2 /PatternType 1 /TilingType 1 /BBox [0 0 8 8] /XStep 8 /YStep 8}
  18.359 +	bind def
  18.360 +/KeepColor {currentrgbcolor [/Pattern /DeviceRGB] setcolorspace} bind def
  18.361 +<< Tile8x8
  18.362 + /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke} 
  18.363 +>> matrix makepattern
  18.364 +/Pat1 exch def
  18.365 +<< Tile8x8
  18.366 + /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke
  18.367 +	0 4 M 4 8 L 8 4 L 4 0 L 0 4 L stroke}
  18.368 +>> matrix makepattern
  18.369 +/Pat2 exch def
  18.370 +<< Tile8x8
  18.371 + /PaintProc {0.5 setlinewidth pop 0 0 M 0 8 L
  18.372 +	8 8 L 8 0 L 0 0 L fill}
  18.373 +>> matrix makepattern
  18.374 +/Pat3 exch def
  18.375 +<< Tile8x8
  18.376 + /PaintProc {0.5 setlinewidth pop -4 8 M 8 -4 L
  18.377 +	0 12 M 12 0 L stroke}
  18.378 +>> matrix makepattern
  18.379 +/Pat4 exch def
  18.380 +<< Tile8x8
  18.381 + /PaintProc {0.5 setlinewidth pop -4 0 M 8 12 L
  18.382 +	0 -4 M 12 8 L stroke}
  18.383 +>> matrix makepattern
  18.384 +/Pat5 exch def
  18.385 +<< Tile8x8
  18.386 + /PaintProc {0.5 setlinewidth pop -2 8 M 4 -4 L
  18.387 +	0 12 M 8 -4 L 4 12 M 10 0 L stroke}
  18.388 +>> matrix makepattern
  18.389 +/Pat6 exch def
  18.390 +<< Tile8x8
  18.391 + /PaintProc {0.5 setlinewidth pop -2 0 M 4 12 L
  18.392 +	0 -4 M 8 12 L 4 -4 M 10 8 L stroke}
  18.393 +>> matrix makepattern
  18.394 +/Pat7 exch def
  18.395 +<< Tile8x8
  18.396 + /PaintProc {0.5 setlinewidth pop 8 -2 M -4 4 L
  18.397 +	12 0 M -4 8 L 12 4 M 0 10 L stroke}
  18.398 +>> matrix makepattern
  18.399 +/Pat8 exch def
  18.400 +<< Tile8x8
  18.401 + /PaintProc {0.5 setlinewidth pop 0 -2 M 12 4 L
  18.402 +	-4 0 M 12 8 L -4 4 M 8 10 L stroke}
  18.403 +>> matrix makepattern
  18.404 +/Pat9 exch def
  18.405 +/Pattern1 {PatternBgnd KeepColor Pat1 setpattern} bind def
  18.406 +/Pattern2 {PatternBgnd KeepColor Pat2 setpattern} bind def
  18.407 +/Pattern3 {PatternBgnd KeepColor Pat3 setpattern} bind def
  18.408 +/Pattern4 {PatternBgnd KeepColor Landscape {Pat5} {Pat4} ifelse setpattern} bind def
  18.409 +/Pattern5 {PatternBgnd KeepColor Landscape {Pat4} {Pat5} ifelse setpattern} bind def
  18.410 +/Pattern6 {PatternBgnd KeepColor Landscape {Pat9} {Pat6} ifelse setpattern} bind def
  18.411 +/Pattern7 {PatternBgnd KeepColor Landscape {Pat8} {Pat7} ifelse setpattern} bind def
  18.412 +} def
  18.413 +%
  18.414 +%
  18.415 +%End of PostScript Level 2 code
  18.416 +%
  18.417 +/PatternBgnd {
  18.418 +  TransparentPatterns {} {gsave 1 setgray fill grestore} ifelse
  18.419 +} def
  18.420 +%
  18.421 +% Substitute for Level 2 pattern fill codes with
  18.422 +% grayscale if Level 2 support is not selected.
  18.423 +%
  18.424 +/Level1PatternFill {
  18.425 +/Pattern1 {0.250 Density} bind def
  18.426 +/Pattern2 {0.500 Density} bind def
  18.427 +/Pattern3 {0.750 Density} bind def
  18.428 +/Pattern4 {0.125 Density} bind def
  18.429 +/Pattern5 {0.375 Density} bind def
  18.430 +/Pattern6 {0.625 Density} bind def
  18.431 +/Pattern7 {0.875 Density} bind def
  18.432 +} def
  18.433 +%
  18.434 +% Now test for support of Level 2 code
  18.435 +%
  18.436 +Level1 {Level1PatternFill} {Level2PatternFill} ifelse
  18.437 +%
  18.438 +/Symbol-Oblique /Symbol findfont [1 0 .167 1 0 0] makefont
  18.439 +dup length dict begin {1 index /FID eq {pop pop} {def} ifelse} forall
  18.440 +currentdict end definefont pop
  18.441 +/MFshow {
  18.442 +   { dup 5 get 3 ge
  18.443 +     { 5 get 3 eq {gsave} {grestore} ifelse }
  18.444 +     {dup dup 0 get findfont exch 1 get scalefont setfont
  18.445 +     [ currentpoint ] exch dup 2 get 0 exch R dup 5 get 2 ne {dup dup 6
  18.446 +     get exch 4 get {Gshow} {stringwidth pop 0 R} ifelse }if dup 5 get 0 eq
  18.447 +     {dup 3 get {2 get neg 0 exch R pop} {pop aload pop M} ifelse} {dup 5
  18.448 +     get 1 eq {dup 2 get exch dup 3 get exch 6 get stringwidth pop -2 div
  18.449 +     dup 0 R} {dup 6 get stringwidth pop -2 div 0 R 6 get
  18.450 +     show 2 index {aload pop M neg 3 -1 roll neg R pop pop} {pop pop pop
  18.451 +     pop aload pop M} ifelse }ifelse }ifelse }
  18.452 +     ifelse }
  18.453 +   forall} def
  18.454 +/Gswidth {dup type /stringtype eq {stringwidth} {pop (n) stringwidth} ifelse} def
  18.455 +/MFwidth {0 exch { dup 5 get 3 ge { 5 get 3 eq { 0 } { pop } ifelse }
  18.456 + {dup 3 get{dup dup 0 get findfont exch 1 get scalefont setfont
  18.457 +     6 get Gswidth pop add} {pop} ifelse} ifelse} forall} def
  18.458 +/MLshow { currentpoint stroke M
  18.459 +  0 exch R
  18.460 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  18.461 +/MRshow { currentpoint stroke M
  18.462 +  exch dup MFwidth neg 3 -1 roll R
  18.463 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  18.464 +/MCshow { currentpoint stroke M
  18.465 +  exch dup MFwidth -2 div 3 -1 roll R
  18.466 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  18.467 +/XYsave    { [( ) 1 2 true false 3 ()] } bind def
  18.468 +/XYrestore { [( ) 1 2 true false 4 ()] } bind def
  18.469 +end
  18.470 +%%EndProlog
  18.471 +%%Page: 1 1
  18.472 +gnudict begin
  18.473 +gsave
  18.474 +doclip
  18.475 +50 50 translate
  18.476 +0.100 0.100 scale
  18.477 +90 rotate
  18.478 +0 -5040 translate
  18.479 +0 setgray
  18.480 +newpath
  18.481 +(Helvetica) findfont 140 scalefont setfont
  18.482 +1.000 UL
  18.483 +LTb
  18.484 +518 448 M
  18.485 +63 0 V
  18.486 +stroke
  18.487 +434 448 M
  18.488 +[ [(Helvetica) 140.0 0.0 true true 0 ( 1)]
  18.489 +] -46.7 MRshow
  18.490 +1.000 UL
  18.491 +LTb
  18.492 +518 792 M
  18.493 +63 0 V
  18.494 +stroke
  18.495 +434 792 M
  18.496 +[ [(Helvetica) 140.0 0.0 true true 0 ( 2)]
  18.497 +] -46.7 MRshow
  18.498 +1.000 UL
  18.499 +LTb
  18.500 +518 1136 M
  18.501 +63 0 V
  18.502 +stroke
  18.503 +434 1136 M
  18.504 +[ [(Helvetica) 140.0 0.0 true true 0 ( 3)]
  18.505 +] -46.7 MRshow
  18.506 +1.000 UL
  18.507 +LTb
  18.508 +518 1480 M
  18.509 +63 0 V
  18.510 +stroke
  18.511 +434 1480 M
  18.512 +[ [(Helvetica) 140.0 0.0 true true 0 ( 4)]
  18.513 +] -46.7 MRshow
  18.514 +1.000 UL
  18.515 +LTb
  18.516 +518 1823 M
  18.517 +63 0 V
  18.518 +stroke
  18.519 +434 1823 M
  18.520 +[ [(Helvetica) 140.0 0.0 true true 0 ( 5)]
  18.521 +] -46.7 MRshow
  18.522 +1.000 UL
  18.523 +LTb
  18.524 +518 2167 M
  18.525 +63 0 V
  18.526 +stroke
  18.527 +434 2167 M
  18.528 +[ [(Helvetica) 140.0 0.0 true true 0 ( 6)]
  18.529 +] -46.7 MRshow
  18.530 +1.000 UL
  18.531 +LTb
  18.532 +518 2511 M
  18.533 +63 0 V
  18.534 +stroke
  18.535 +434 2511 M
  18.536 +[ [(Helvetica) 140.0 0.0 true true 0 ( 7)]
  18.537 +] -46.7 MRshow
  18.538 +1.000 UL
  18.539 +LTb
  18.540 +518 2855 M
  18.541 +63 0 V
  18.542 +stroke
  18.543 +434 2855 M
  18.544 +[ [(Helvetica) 140.0 0.0 true true 0 ( 8)]
  18.545 +] -46.7 MRshow
  18.546 +1.000 UL
  18.547 +LTb
  18.548 +518 448 M
  18.549 +0 63 V
  18.550 +stroke
  18.551 +518 308 M
  18.552 +[ [(Helvetica) 140.0 0.0 true true 0 ( 0)]
  18.553 +] -46.7 MCshow
  18.554 +1.000 UL
  18.555 +LTb
  18.556 +962 448 M
  18.557 +0 63 V
  18.558 +stroke
  18.559 +962 308 M
  18.560 +[ [(Helvetica) 140.0 0.0 true true 0 ( 1000)]
  18.561 +] -46.7 MCshow
  18.562 +1.000 UL
  18.563 +LTb
  18.564 +1405 448 M
  18.565 +0 63 V
  18.566 +stroke
  18.567 +1405 308 M
  18.568 +[ [(Helvetica) 140.0 0.0 true true 0 ( 2000)]
  18.569 +] -46.7 MCshow
  18.570 +1.000 UL
  18.571 +LTb
  18.572 +1849 448 M
  18.573 +0 63 V
  18.574 +stroke
  18.575 +1849 308 M
  18.576 +[ [(Helvetica) 140.0 0.0 true true 0 ( 3000)]
  18.577 +] -46.7 MCshow
  18.578 +1.000 UL
  18.579 +LTb
  18.580 +2293 448 M
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  18.584 +[ [(Helvetica) 140.0 0.0 true true 0 ( 4000)]
  18.585 +] -46.7 MCshow
  18.586 +1.000 UL
  18.587 +LTb
  18.588 +2736 448 M
  18.589 +0 63 V
  18.590 +stroke
  18.591 +2736 308 M
  18.592 +[ [(Helvetica) 140.0 0.0 true true 0 ( 5000)]
  18.593 +] -46.7 MCshow
  18.594 +1.000 UL
  18.595 +LTb
  18.596 +3180 448 M
  18.597 +0 63 V
  18.598 +stroke
  18.599 +3180 308 M
  18.600 +[ [(Helvetica) 140.0 0.0 true true 0 ( 6000)]
  18.601 +] -46.7 MCshow
  18.602 +1.000 UL
  18.603 +LTb
  18.604 +3623 448 M
  18.605 +0 63 V
  18.606 +stroke
  18.607 +3623 308 M
  18.608 +[ [(Helvetica) 140.0 0.0 true true 0 ( 7000)]
  18.609 +] -46.7 MCshow
  18.610 +1.000 UL
  18.611 +LTb
  18.612 +4067 448 M
  18.613 +0 63 V
  18.614 +stroke
  18.615 +4067 308 M
  18.616 +[ [(Helvetica) 140.0 0.0 true true 0 ( 8000)]
  18.617 +] -46.7 MCshow
  18.618 +1.000 UL
  18.619 +LTb
  18.620 +1.000 UL
  18.621 +LTb
  18.622 +518 2855 M
  18.623 +518 448 L
  18.624 +3549 0 V
  18.625 +0 2407 R
  18.626 +-3549 0 R
  18.627 +stroke
  18.628 +LCb setrgbcolor
  18.629 +112 1651 M
  18.630 +currentpoint gsave translate -270 rotate 0 0 moveto
  18.631 +[ [(Helvetica) 140.0 0.0 true true 0 (Ratio of Total Execution to Total Work)]
  18.632 +] -46.7 MCshow
  18.633 +grestore
  18.634 +LTb
  18.635 +LCb setrgbcolor
  18.636 +2292 98 M
  18.637 +[ [(Helvetica) 140.0 0.0 true true 0 (Cycles in one Task)]
  18.638 +] -46.7 MCshow
  18.639 +LTb
  18.640 +1.000 UP
  18.641 +1.000 UL
  18.642 +LTb
  18.643 +1.000 UL
  18.644 +LTb
  18.645 +2492 2372 N
  18.646 +0 420 V
  18.647 +1491 0 V
  18.648 +0 -420 V
  18.649 +-1491 0 V
  18.650 +Z stroke
  18.651 +2492 2792 M
  18.652 +1491 0 V
  18.653 +% Begin plot #1
  18.654 +stroke
  18.655 +3.000 UL
  18.656 +LT1
  18.657 +LCa setrgbcolor
  18.658 +518 792 M
  18.659 +36 0 V
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   20.89 +/Cshow {currentpoint stroke M dup stringwidth pop -2 div vshift R 
   20.90 +	Blacktext {gsave 0 setgray show grestore} {show} ifelse} def
   20.91 +/UP {dup vpt_ mul /vpt exch def hpt_ mul /hpt exch def
   20.92 +  /hpt2 hpt 2 mul def /vpt2 vpt 2 mul def} def
   20.93 +/DL {Color {setrgbcolor Solid {pop []} if 0 setdash}
   20.94 + {pop pop pop 0 setgray Solid {pop []} if 0 setdash} ifelse} def
   20.95 +/BL {stroke userlinewidth 2 mul setlinewidth
   20.96 +	Rounded {1 setlinejoin 1 setlinecap} if} def
   20.97 +/AL {stroke userlinewidth 2 div setlinewidth
   20.98 +	Rounded {1 setlinejoin 1 setlinecap} if} def
   20.99 +/UL {dup gnulinewidth mul /userlinewidth exch def
  20.100 +	dup 1 lt {pop 1} if 10 mul /udl exch def} def
  20.101 +/PL {stroke userlinewidth setlinewidth
  20.102 +	Rounded {1 setlinejoin 1 setlinecap} if} def
  20.103 +3.8 setmiterlimit
  20.104 +% Default Line colors
  20.105 +/LCw {1 1 1} def
  20.106 +/LCb {0 0 0} def
  20.107 +/LCa {0 0 0} def
  20.108 +/LC0 {1 0 0} def
  20.109 +/LC1 {0 1 0} def
  20.110 +/LC2 {0 0 1} def
  20.111 +/LC3 {1 0 1} def
  20.112 +/LC4 {0 1 1} def
  20.113 +/LC5 {1 1 0} def
  20.114 +/LC6 {0 0 0} def
  20.115 +/LC7 {1 0.3 0} def
  20.116 +/LC8 {0.5 0.5 0.5} def
  20.117 +% Default Line Types
  20.118 +/LTw {PL [] 1 setgray} def
  20.119 +/LTb {BL [] LCb DL} def
  20.120 +/LTa {AL [1 udl mul 2 udl mul] 0 setdash LCa setrgbcolor} def
  20.121 +/LT0 {PL [] LC0 DL} def
  20.122 +/LT1 {PL [4 dl1 2 dl2] LC1 DL} def
  20.123 +/LT2 {PL [2 dl1 3 dl2] LC2 DL} def
  20.124 +/LT3 {PL [1 dl1 1.5 dl2] LC3 DL} def
  20.125 +/LT4 {PL [6 dl1 2 dl2 1 dl1 2 dl2] LC4 DL} def
  20.126 +/LT5 {PL [3 dl1 3 dl2 1 dl1 3 dl2] LC5 DL} def
  20.127 +/LT6 {PL [2 dl1 2 dl2 2 dl1 6 dl2] LC6 DL} def
  20.128 +/LT7 {PL [1 dl1 2 dl2 6 dl1 2 dl2 1 dl1 2 dl2] LC7 DL} def
  20.129 +/LT8 {PL [2 dl1 2 dl2 2 dl1 2 dl2 2 dl1 2 dl2 2 dl1 4 dl2] LC8 DL} def
  20.130 +/Pnt {stroke [] 0 setdash gsave 1 setlinecap M 0 0 V stroke grestore} def
  20.131 +/Dia {stroke [] 0 setdash 2 copy vpt add M
  20.132 +  hpt neg vpt neg V hpt vpt neg V
  20.133 +  hpt vpt V hpt neg vpt V closepath stroke
  20.134 +  Pnt} def
  20.135 +/Pls {stroke [] 0 setdash vpt sub M 0 vpt2 V
  20.136 +  currentpoint stroke M
  20.137 +  hpt neg vpt neg R hpt2 0 V stroke
  20.138 + } def
  20.139 +/Box {stroke [] 0 setdash 2 copy exch hpt sub exch vpt add M
  20.140 +  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  20.141 +  hpt2 neg 0 V closepath stroke
  20.142 +  Pnt} def
  20.143 +/Crs {stroke [] 0 setdash exch hpt sub exch vpt add M
  20.144 +  hpt2 vpt2 neg V currentpoint stroke M
  20.145 +  hpt2 neg 0 R hpt2 vpt2 V stroke} def
  20.146 +/TriU {stroke [] 0 setdash 2 copy vpt 1.12 mul add M
  20.147 +  hpt neg vpt -1.62 mul V
  20.148 +  hpt 2 mul 0 V
  20.149 +  hpt neg vpt 1.62 mul V closepath stroke
  20.150 +  Pnt} def
  20.151 +/Star {2 copy Pls Crs} def
  20.152 +/BoxF {stroke [] 0 setdash exch hpt sub exch vpt add M
  20.153 +  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  20.154 +  hpt2 neg 0 V closepath fill} def
  20.155 +/TriUF {stroke [] 0 setdash vpt 1.12 mul add M
  20.156 +  hpt neg vpt -1.62 mul V
  20.157 +  hpt 2 mul 0 V
  20.158 +  hpt neg vpt 1.62 mul V closepath fill} def
  20.159 +/TriD {stroke [] 0 setdash 2 copy vpt 1.12 mul sub M
  20.160 +  hpt neg vpt 1.62 mul V
  20.161 +  hpt 2 mul 0 V
  20.162 +  hpt neg vpt -1.62 mul V closepath stroke
  20.163 +  Pnt} def
  20.164 +/TriDF {stroke [] 0 setdash vpt 1.12 mul sub M
  20.165 +  hpt neg vpt 1.62 mul V
  20.166 +  hpt 2 mul 0 V
  20.167 +  hpt neg vpt -1.62 mul V closepath fill} def
  20.168 +/DiaF {stroke [] 0 setdash vpt add M
  20.169 +  hpt neg vpt neg V hpt vpt neg V
  20.170 +  hpt vpt V hpt neg vpt V closepath fill} def
  20.171 +/Pent {stroke [] 0 setdash 2 copy gsave
  20.172 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  20.173 +  closepath stroke grestore Pnt} def
  20.174 +/PentF {stroke [] 0 setdash gsave
  20.175 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  20.176 +  closepath fill grestore} def
  20.177 +/Circle {stroke [] 0 setdash 2 copy
  20.178 +  hpt 0 360 arc stroke Pnt} def
  20.179 +/CircleF {stroke [] 0 setdash hpt 0 360 arc fill} def
  20.180 +/C0 {BL [] 0 setdash 2 copy moveto vpt 90 450 arc} bind def
  20.181 +/C1 {BL [] 0 setdash 2 copy moveto
  20.182 +	2 copy vpt 0 90 arc closepath fill
  20.183 +	vpt 0 360 arc closepath} bind def
  20.184 +/C2 {BL [] 0 setdash 2 copy moveto
  20.185 +	2 copy vpt 90 180 arc closepath fill
  20.186 +	vpt 0 360 arc closepath} bind def
  20.187 +/C3 {BL [] 0 setdash 2 copy moveto
  20.188 +	2 copy vpt 0 180 arc closepath fill
  20.189 +	vpt 0 360 arc closepath} bind def
  20.190 +/C4 {BL [] 0 setdash 2 copy moveto
  20.191 +	2 copy vpt 180 270 arc closepath fill
  20.192 +	vpt 0 360 arc closepath} bind def
  20.193 +/C5 {BL [] 0 setdash 2 copy moveto
  20.194 +	2 copy vpt 0 90 arc
  20.195 +	2 copy moveto
  20.196 +	2 copy vpt 180 270 arc closepath fill
  20.197 +	vpt 0 360 arc} bind def
  20.198 +/C6 {BL [] 0 setdash 2 copy moveto
  20.199 +	2 copy vpt 90 270 arc closepath fill
  20.200 +	vpt 0 360 arc closepath} bind def
  20.201 +/C7 {BL [] 0 setdash 2 copy moveto
  20.202 +	2 copy vpt 0 270 arc closepath fill
  20.203 +	vpt 0 360 arc closepath} bind def
  20.204 +/C8 {BL [] 0 setdash 2 copy moveto
  20.205 +	2 copy vpt 270 360 arc closepath fill
  20.206 +	vpt 0 360 arc closepath} bind def
  20.207 +/C9 {BL [] 0 setdash 2 copy moveto
  20.208 +	2 copy vpt 270 450 arc closepath fill
  20.209 +	vpt 0 360 arc closepath} bind def
  20.210 +/C10 {BL [] 0 setdash 2 copy 2 copy moveto vpt 270 360 arc closepath fill
  20.211 +	2 copy moveto
  20.212 +	2 copy vpt 90 180 arc closepath fill
  20.213 +	vpt 0 360 arc closepath} bind def
  20.214 +/C11 {BL [] 0 setdash 2 copy moveto
  20.215 +	2 copy vpt 0 180 arc closepath fill
  20.216 +	2 copy moveto
  20.217 +	2 copy vpt 270 360 arc closepath fill
  20.218 +	vpt 0 360 arc closepath} bind def
  20.219 +/C12 {BL [] 0 setdash 2 copy moveto
  20.220 +	2 copy vpt 180 360 arc closepath fill
  20.221 +	vpt 0 360 arc closepath} bind def
  20.222 +/C13 {BL [] 0 setdash 2 copy moveto
  20.223 +	2 copy vpt 0 90 arc closepath fill
  20.224 +	2 copy moveto
  20.225 +	2 copy vpt 180 360 arc closepath fill
  20.226 +	vpt 0 360 arc closepath} bind def
  20.227 +/C14 {BL [] 0 setdash 2 copy moveto
  20.228 +	2 copy vpt 90 360 arc closepath fill
  20.229 +	vpt 0 360 arc} bind def
  20.230 +/C15 {BL [] 0 setdash 2 copy vpt 0 360 arc closepath fill
  20.231 +	vpt 0 360 arc closepath} bind def
  20.232 +/Rec {newpath 4 2 roll moveto 1 index 0 rlineto 0 exch rlineto
  20.233 +	neg 0 rlineto closepath} bind def
  20.234 +/Square {dup Rec} bind def
  20.235 +/Bsquare {vpt sub exch vpt sub exch vpt2 Square} bind def
  20.236 +/S0 {BL [] 0 setdash 2 copy moveto 0 vpt rlineto BL Bsquare} bind def
  20.237 +/S1 {BL [] 0 setdash 2 copy vpt Square fill Bsquare} bind def
  20.238 +/S2 {BL [] 0 setdash 2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  20.239 +/S3 {BL [] 0 setdash 2 copy exch vpt sub exch vpt2 vpt Rec fill Bsquare} bind def
  20.240 +/S4 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  20.241 +/S5 {BL [] 0 setdash 2 copy 2 copy vpt Square fill
  20.242 +	exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  20.243 +/S6 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill Bsquare} bind def
  20.244 +/S7 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill
  20.245 +	2 copy vpt Square fill Bsquare} bind def
  20.246 +/S8 {BL [] 0 setdash 2 copy vpt sub vpt Square fill Bsquare} bind def
  20.247 +/S9 {BL [] 0 setdash 2 copy vpt sub vpt vpt2 Rec fill Bsquare} bind def
  20.248 +/S10 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt Square fill
  20.249 +	Bsquare} bind def
  20.250 +/S11 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt2 vpt Rec fill
  20.251 +	Bsquare} bind def
  20.252 +/S12 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill Bsquare} bind def
  20.253 +/S13 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  20.254 +	2 copy vpt Square fill Bsquare} bind def
  20.255 +/S14 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  20.256 +	2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  20.257 +/S15 {BL [] 0 setdash 2 copy Bsquare fill Bsquare} bind def
  20.258 +/D0 {gsave translate 45 rotate 0 0 S0 stroke grestore} bind def
  20.259 +/D1 {gsave translate 45 rotate 0 0 S1 stroke grestore} bind def
  20.260 +/D2 {gsave translate 45 rotate 0 0 S2 stroke grestore} bind def
  20.261 +/D3 {gsave translate 45 rotate 0 0 S3 stroke grestore} bind def
  20.262 +/D4 {gsave translate 45 rotate 0 0 S4 stroke grestore} bind def
  20.263 +/D5 {gsave translate 45 rotate 0 0 S5 stroke grestore} bind def
  20.264 +/D6 {gsave translate 45 rotate 0 0 S6 stroke grestore} bind def
  20.265 +/D7 {gsave translate 45 rotate 0 0 S7 stroke grestore} bind def
  20.266 +/D8 {gsave translate 45 rotate 0 0 S8 stroke grestore} bind def
  20.267 +/D9 {gsave translate 45 rotate 0 0 S9 stroke grestore} bind def
  20.268 +/D10 {gsave translate 45 rotate 0 0 S10 stroke grestore} bind def
  20.269 +/D11 {gsave translate 45 rotate 0 0 S11 stroke grestore} bind def
  20.270 +/D12 {gsave translate 45 rotate 0 0 S12 stroke grestore} bind def
  20.271 +/D13 {gsave translate 45 rotate 0 0 S13 stroke grestore} bind def
  20.272 +/D14 {gsave translate 45 rotate 0 0 S14 stroke grestore} bind def
  20.273 +/D15 {gsave translate 45 rotate 0 0 S15 stroke grestore} bind def
  20.274 +/DiaE {stroke [] 0 setdash vpt add M
  20.275 +  hpt neg vpt neg V hpt vpt neg V
  20.276 +  hpt vpt V hpt neg vpt V closepath stroke} def
  20.277 +/BoxE {stroke [] 0 setdash exch hpt sub exch vpt add M
  20.278 +  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  20.279 +  hpt2 neg 0 V closepath stroke} def
  20.280 +/TriUE {stroke [] 0 setdash vpt 1.12 mul add M
  20.281 +  hpt neg vpt -1.62 mul V
  20.282 +  hpt 2 mul 0 V
  20.283 +  hpt neg vpt 1.62 mul V closepath stroke} def
  20.284 +/TriDE {stroke [] 0 setdash vpt 1.12 mul sub M
  20.285 +  hpt neg vpt 1.62 mul V
  20.286 +  hpt 2 mul 0 V
  20.287 +  hpt neg vpt -1.62 mul V closepath stroke} def
  20.288 +/PentE {stroke [] 0 setdash gsave
  20.289 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  20.290 +  closepath stroke grestore} def
  20.291 +/CircE {stroke [] 0 setdash 
  20.292 +  hpt 0 360 arc stroke} def
  20.293 +/Opaque {gsave closepath 1 setgray fill grestore 0 setgray closepath} def
  20.294 +/DiaW {stroke [] 0 setdash vpt add M
  20.295 +  hpt neg vpt neg V hpt vpt neg V
  20.296 +  hpt vpt V hpt neg vpt V Opaque stroke} def
  20.297 +/BoxW {stroke [] 0 setdash exch hpt sub exch vpt add M
  20.298 +  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  20.299 +  hpt2 neg 0 V Opaque stroke} def
  20.300 +/TriUW {stroke [] 0 setdash vpt 1.12 mul add M
  20.301 +  hpt neg vpt -1.62 mul V
  20.302 +  hpt 2 mul 0 V
  20.303 +  hpt neg vpt 1.62 mul V Opaque stroke} def
  20.304 +/TriDW {stroke [] 0 setdash vpt 1.12 mul sub M
  20.305 +  hpt neg vpt 1.62 mul V
  20.306 +  hpt 2 mul 0 V
  20.307 +  hpt neg vpt -1.62 mul V Opaque stroke} def
  20.308 +/PentW {stroke [] 0 setdash gsave
  20.309 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  20.310 +  Opaque stroke grestore} def
  20.311 +/CircW {stroke [] 0 setdash 
  20.312 +  hpt 0 360 arc Opaque stroke} def
  20.313 +/BoxFill {gsave Rec 1 setgray fill grestore} def
  20.314 +/Density {
  20.315 +  /Fillden exch def
  20.316 +  currentrgbcolor
  20.317 +  /ColB exch def /ColG exch def /ColR exch def
  20.318 +  /ColR ColR Fillden mul Fillden sub 1 add def
  20.319 +  /ColG ColG Fillden mul Fillden sub 1 add def
  20.320 +  /ColB ColB Fillden mul Fillden sub 1 add def
  20.321 +  ColR ColG ColB setrgbcolor} def
  20.322 +/BoxColFill {gsave Rec PolyFill} def
  20.323 +/PolyFill {gsave Density fill grestore grestore} def
  20.324 +/h {rlineto rlineto rlineto gsave closepath fill grestore} bind def
  20.325 +%
  20.326 +% PostScript Level 1 Pattern Fill routine for rectangles
  20.327 +% Usage: x y w h s a XX PatternFill
  20.328 +%	x,y = lower left corner of box to be filled
  20.329 +%	w,h = width and height of box
  20.330 +%	  a = angle in degrees between lines and x-axis
  20.331 +%	 XX = 0/1 for no/yes cross-hatch
  20.332 +%
  20.333 +/PatternFill {gsave /PFa [ 9 2 roll ] def
  20.334 +  PFa 0 get PFa 2 get 2 div add PFa 1 get PFa 3 get 2 div add translate
  20.335 +  PFa 2 get -2 div PFa 3 get -2 div PFa 2 get PFa 3 get Rec
  20.336 +  gsave 1 setgray fill grestore clip
  20.337 +  currentlinewidth 0.5 mul setlinewidth
  20.338 +  /PFs PFa 2 get dup mul PFa 3 get dup mul add sqrt def
  20.339 +  0 0 M PFa 5 get rotate PFs -2 div dup translate
  20.340 +  0 1 PFs PFa 4 get div 1 add floor cvi
  20.341 +	{PFa 4 get mul 0 M 0 PFs V} for
  20.342 +  0 PFa 6 get ne {
  20.343 +	0 1 PFs PFa 4 get div 1 add floor cvi
  20.344 +	{PFa 4 get mul 0 2 1 roll M PFs 0 V} for
  20.345 + } if
  20.346 +  stroke grestore} def
  20.347 +%
  20.348 +/languagelevel where
  20.349 + {pop languagelevel} {1} ifelse
  20.350 + 2 lt
  20.351 +	{/InterpretLevel1 true def}
  20.352 +	{/InterpretLevel1 Level1 def}
  20.353 + ifelse
  20.354 +%
  20.355 +% PostScript level 2 pattern fill definitions
  20.356 +%
  20.357 +/Level2PatternFill {
  20.358 +/Tile8x8 {/PaintType 2 /PatternType 1 /TilingType 1 /BBox [0 0 8 8] /XStep 8 /YStep 8}
  20.359 +	bind def
  20.360 +/KeepColor {currentrgbcolor [/Pattern /DeviceRGB] setcolorspace} bind def
  20.361 +<< Tile8x8
  20.362 + /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke} 
  20.363 +>> matrix makepattern
  20.364 +/Pat1 exch def
  20.365 +<< Tile8x8
  20.366 + /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke
  20.367 +	0 4 M 4 8 L 8 4 L 4 0 L 0 4 L stroke}
  20.368 +>> matrix makepattern
  20.369 +/Pat2 exch def
  20.370 +<< Tile8x8
  20.371 + /PaintProc {0.5 setlinewidth pop 0 0 M 0 8 L
  20.372 +	8 8 L 8 0 L 0 0 L fill}
  20.373 +>> matrix makepattern
  20.374 +/Pat3 exch def
  20.375 +<< Tile8x8
  20.376 + /PaintProc {0.5 setlinewidth pop -4 8 M 8 -4 L
  20.377 +	0 12 M 12 0 L stroke}
  20.378 +>> matrix makepattern
  20.379 +/Pat4 exch def
  20.380 +<< Tile8x8
  20.381 + /PaintProc {0.5 setlinewidth pop -4 0 M 8 12 L
  20.382 +	0 -4 M 12 8 L stroke}
  20.383 +>> matrix makepattern
  20.384 +/Pat5 exch def
  20.385 +<< Tile8x8
  20.386 + /PaintProc {0.5 setlinewidth pop -2 8 M 4 -4 L
  20.387 +	0 12 M 8 -4 L 4 12 M 10 0 L stroke}
  20.388 +>> matrix makepattern
  20.389 +/Pat6 exch def
  20.390 +<< Tile8x8
  20.391 + /PaintProc {0.5 setlinewidth pop -2 0 M 4 12 L
  20.392 +	0 -4 M 8 12 L 4 -4 M 10 8 L stroke}
  20.393 +>> matrix makepattern
  20.394 +/Pat7 exch def
  20.395 +<< Tile8x8
  20.396 + /PaintProc {0.5 setlinewidth pop 8 -2 M -4 4 L
  20.397 +	12 0 M -4 8 L 12 4 M 0 10 L stroke}
  20.398 +>> matrix makepattern
  20.399 +/Pat8 exch def
  20.400 +<< Tile8x8
  20.401 + /PaintProc {0.5 setlinewidth pop 0 -2 M 12 4 L
  20.402 +	-4 0 M 12 8 L -4 4 M 8 10 L stroke}
  20.403 +>> matrix makepattern
  20.404 +/Pat9 exch def
  20.405 +/Pattern1 {PatternBgnd KeepColor Pat1 setpattern} bind def
  20.406 +/Pattern2 {PatternBgnd KeepColor Pat2 setpattern} bind def
  20.407 +/Pattern3 {PatternBgnd KeepColor Pat3 setpattern} bind def
  20.408 +/Pattern4 {PatternBgnd KeepColor Landscape {Pat5} {Pat4} ifelse setpattern} bind def
  20.409 +/Pattern5 {PatternBgnd KeepColor Landscape {Pat4} {Pat5} ifelse setpattern} bind def
  20.410 +/Pattern6 {PatternBgnd KeepColor Landscape {Pat9} {Pat6} ifelse setpattern} bind def
  20.411 +/Pattern7 {PatternBgnd KeepColor Landscape {Pat8} {Pat7} ifelse setpattern} bind def
  20.412 +} def
  20.413 +%
  20.414 +%
  20.415 +%End of PostScript Level 2 code
  20.416 +%
  20.417 +/PatternBgnd {
  20.418 +  TransparentPatterns {} {gsave 1 setgray fill grestore} ifelse
  20.419 +} def
  20.420 +%
  20.421 +% Substitute for Level 2 pattern fill codes with
  20.422 +% grayscale if Level 2 support is not selected.
  20.423 +%
  20.424 +/Level1PatternFill {
  20.425 +/Pattern1 {0.250 Density} bind def
  20.426 +/Pattern2 {0.500 Density} bind def
  20.427 +/Pattern3 {0.750 Density} bind def
  20.428 +/Pattern4 {0.125 Density} bind def
  20.429 +/Pattern5 {0.375 Density} bind def
  20.430 +/Pattern6 {0.625 Density} bind def
  20.431 +/Pattern7 {0.875 Density} bind def
  20.432 +} def
  20.433 +%
  20.434 +% Now test for support of Level 2 code
  20.435 +%
  20.436 +Level1 {Level1PatternFill} {Level2PatternFill} ifelse
  20.437 +%
  20.438 +/Symbol-Oblique /Symbol findfont [1 0 .167 1 0 0] makefont
  20.439 +dup length dict begin {1 index /FID eq {pop pop} {def} ifelse} forall
  20.440 +currentdict end definefont pop
  20.441 +/MFshow {
  20.442 +   { dup 5 get 3 ge
  20.443 +     { 5 get 3 eq {gsave} {grestore} ifelse }
  20.444 +     {dup dup 0 get findfont exch 1 get scalefont setfont
  20.445 +     [ currentpoint ] exch dup 2 get 0 exch R dup 5 get 2 ne {dup dup 6
  20.446 +     get exch 4 get {Gshow} {stringwidth pop 0 R} ifelse }if dup 5 get 0 eq
  20.447 +     {dup 3 get {2 get neg 0 exch R pop} {pop aload pop M} ifelse} {dup 5
  20.448 +     get 1 eq {dup 2 get exch dup 3 get exch 6 get stringwidth pop -2 div
  20.449 +     dup 0 R} {dup 6 get stringwidth pop -2 div 0 R 6 get
  20.450 +     show 2 index {aload pop M neg 3 -1 roll neg R pop pop} {pop pop pop
  20.451 +     pop aload pop M} ifelse }ifelse }ifelse }
  20.452 +     ifelse }
  20.453 +   forall} def
  20.454 +/Gswidth {dup type /stringtype eq {stringwidth} {pop (n) stringwidth} ifelse} def
  20.455 +/MFwidth {0 exch { dup 5 get 3 ge { 5 get 3 eq { 0 } { pop } ifelse }
  20.456 + {dup 3 get{dup dup 0 get findfont exch 1 get scalefont setfont
  20.457 +     6 get Gswidth pop add} {pop} ifelse} ifelse} forall} def
  20.458 +/MLshow { currentpoint stroke M
  20.459 +  0 exch R
  20.460 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  20.461 +/MRshow { currentpoint stroke M
  20.462 +  exch dup MFwidth neg 3 -1 roll R
  20.463 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  20.464 +/MCshow { currentpoint stroke M
  20.465 +  exch dup MFwidth -2 div 3 -1 roll R
  20.466 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  20.467 +/XYsave    { [( ) 1 2 true false 3 ()] } bind def
  20.468 +/XYrestore { [( ) 1 2 true false 4 ()] } bind def
  20.469 +end
  20.470 +%%EndProlog
  20.471 +%%Page: 1 1
  20.472 +gnudict begin
  20.473 +gsave
  20.474 +doclip
  20.475 +50 50 translate
  20.476 +0.100 0.100 scale
  20.477 +90 rotate
  20.478 +0 -5040 translate
  20.479 +0 setgray
  20.480 +newpath
  20.481 +(Helvetica) findfont 140 scalefont setfont
  20.482 +1.000 UL
  20.483 +LTb
  20.484 +686 922 M
  20.485 +63 0 V
  20.486 +stroke
  20.487 +602 922 M
  20.488 +[ [(Helvetica) 140.0 0.0 true true 0 ( 50)]
  20.489 +] -46.7 MRshow
  20.490 +1.000 UL
  20.491 +LTb
  20.492 +686 1405 M
  20.493 +63 0 V
  20.494 +stroke
  20.495 +602 1405 M
  20.496 +[ [(Helvetica) 140.0 0.0 true true 0 ( 100)]
  20.497 +] -46.7 MRshow
  20.498 +1.000 UL
  20.499 +LTb
  20.500 +686 1888 M
  20.501 +63 0 V
  20.502 +stroke
  20.503 +602 1888 M
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  22.114 +/LC6 {0 0 0} def
  22.115 +/LC7 {1 0.3 0} def
  22.116 +/LC8 {0.5 0.5 0.5} def
  22.117 +% Default Line Types
  22.118 +/LTw {PL [] 1 setgray} def
  22.119 +/LTb {BL [] LCb DL} def
  22.120 +/LTa {AL [1 udl mul 2 udl mul] 0 setdash LCa setrgbcolor} def
  22.121 +/LT0 {PL [] LC0 DL} def
  22.122 +/LT1 {PL [4 dl1 2 dl2] LC1 DL} def
  22.123 +/LT2 {PL [2 dl1 3 dl2] LC2 DL} def
  22.124 +/LT3 {PL [1 dl1 1.5 dl2] LC3 DL} def
  22.125 +/LT4 {PL [6 dl1 2 dl2 1 dl1 2 dl2] LC4 DL} def
  22.126 +/LT5 {PL [3 dl1 3 dl2 1 dl1 3 dl2] LC5 DL} def
  22.127 +/LT6 {PL [2 dl1 2 dl2 2 dl1 6 dl2] LC6 DL} def
  22.128 +/LT7 {PL [1 dl1 2 dl2 6 dl1 2 dl2 1 dl1 2 dl2] LC7 DL} def
  22.129 +/LT8 {PL [2 dl1 2 dl2 2 dl1 2 dl2 2 dl1 2 dl2 2 dl1 4 dl2] LC8 DL} def
  22.130 +/Pnt {stroke [] 0 setdash gsave 1 setlinecap M 0 0 V stroke grestore} def
  22.131 +/Dia {stroke [] 0 setdash 2 copy vpt add M
  22.132 +  hpt neg vpt neg V hpt vpt neg V
  22.133 +  hpt vpt V hpt neg vpt V closepath stroke
  22.134 +  Pnt} def
  22.135 +/Pls {stroke [] 0 setdash vpt sub M 0 vpt2 V
  22.136 +  currentpoint stroke M
  22.137 +  hpt neg vpt neg R hpt2 0 V stroke
  22.138 + } def
  22.139 +/Box {stroke [] 0 setdash 2 copy exch hpt sub exch vpt add M
  22.140 +  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  22.141 +  hpt2 neg 0 V closepath stroke
  22.142 +  Pnt} def
  22.143 +/Crs {stroke [] 0 setdash exch hpt sub exch vpt add M
  22.144 +  hpt2 vpt2 neg V currentpoint stroke M
  22.145 +  hpt2 neg 0 R hpt2 vpt2 V stroke} def
  22.146 +/TriU {stroke [] 0 setdash 2 copy vpt 1.12 mul add M
  22.147 +  hpt neg vpt -1.62 mul V
  22.148 +  hpt 2 mul 0 V
  22.149 +  hpt neg vpt 1.62 mul V closepath stroke
  22.150 +  Pnt} def
  22.151 +/Star {2 copy Pls Crs} def
  22.152 +/BoxF {stroke [] 0 setdash exch hpt sub exch vpt add M
  22.153 +  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  22.154 +  hpt2 neg 0 V closepath fill} def
  22.155 +/TriUF {stroke [] 0 setdash vpt 1.12 mul add M
  22.156 +  hpt neg vpt -1.62 mul V
  22.157 +  hpt 2 mul 0 V
  22.158 +  hpt neg vpt 1.62 mul V closepath fill} def
  22.159 +/TriD {stroke [] 0 setdash 2 copy vpt 1.12 mul sub M
  22.160 +  hpt neg vpt 1.62 mul V
  22.161 +  hpt 2 mul 0 V
  22.162 +  hpt neg vpt -1.62 mul V closepath stroke
  22.163 +  Pnt} def
  22.164 +/TriDF {stroke [] 0 setdash vpt 1.12 mul sub M
  22.165 +  hpt neg vpt 1.62 mul V
  22.166 +  hpt 2 mul 0 V
  22.167 +  hpt neg vpt -1.62 mul V closepath fill} def
  22.168 +/DiaF {stroke [] 0 setdash vpt add M
  22.169 +  hpt neg vpt neg V hpt vpt neg V
  22.170 +  hpt vpt V hpt neg vpt V closepath fill} def
  22.171 +/Pent {stroke [] 0 setdash 2 copy gsave
  22.172 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  22.173 +  closepath stroke grestore Pnt} def
  22.174 +/PentF {stroke [] 0 setdash gsave
  22.175 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  22.176 +  closepath fill grestore} def
  22.177 +/Circle {stroke [] 0 setdash 2 copy
  22.178 +  hpt 0 360 arc stroke Pnt} def
  22.179 +/CircleF {stroke [] 0 setdash hpt 0 360 arc fill} def
  22.180 +/C0 {BL [] 0 setdash 2 copy moveto vpt 90 450 arc} bind def
  22.181 +/C1 {BL [] 0 setdash 2 copy moveto
  22.182 +	2 copy vpt 0 90 arc closepath fill
  22.183 +	vpt 0 360 arc closepath} bind def
  22.184 +/C2 {BL [] 0 setdash 2 copy moveto
  22.185 +	2 copy vpt 90 180 arc closepath fill
  22.186 +	vpt 0 360 arc closepath} bind def
  22.187 +/C3 {BL [] 0 setdash 2 copy moveto
  22.188 +	2 copy vpt 0 180 arc closepath fill
  22.189 +	vpt 0 360 arc closepath} bind def
  22.190 +/C4 {BL [] 0 setdash 2 copy moveto
  22.191 +	2 copy vpt 180 270 arc closepath fill
  22.192 +	vpt 0 360 arc closepath} bind def
  22.193 +/C5 {BL [] 0 setdash 2 copy moveto
  22.194 +	2 copy vpt 0 90 arc
  22.195 +	2 copy moveto
  22.196 +	2 copy vpt 180 270 arc closepath fill
  22.197 +	vpt 0 360 arc} bind def
  22.198 +/C6 {BL [] 0 setdash 2 copy moveto
  22.199 +	2 copy vpt 90 270 arc closepath fill
  22.200 +	vpt 0 360 arc closepath} bind def
  22.201 +/C7 {BL [] 0 setdash 2 copy moveto
  22.202 +	2 copy vpt 0 270 arc closepath fill
  22.203 +	vpt 0 360 arc closepath} bind def
  22.204 +/C8 {BL [] 0 setdash 2 copy moveto
  22.205 +	2 copy vpt 270 360 arc closepath fill
  22.206 +	vpt 0 360 arc closepath} bind def
  22.207 +/C9 {BL [] 0 setdash 2 copy moveto
  22.208 +	2 copy vpt 270 450 arc closepath fill
  22.209 +	vpt 0 360 arc closepath} bind def
  22.210 +/C10 {BL [] 0 setdash 2 copy 2 copy moveto vpt 270 360 arc closepath fill
  22.211 +	2 copy moveto
  22.212 +	2 copy vpt 90 180 arc closepath fill
  22.213 +	vpt 0 360 arc closepath} bind def
  22.214 +/C11 {BL [] 0 setdash 2 copy moveto
  22.215 +	2 copy vpt 0 180 arc closepath fill
  22.216 +	2 copy moveto
  22.217 +	2 copy vpt 270 360 arc closepath fill
  22.218 +	vpt 0 360 arc closepath} bind def
  22.219 +/C12 {BL [] 0 setdash 2 copy moveto
  22.220 +	2 copy vpt 180 360 arc closepath fill
  22.221 +	vpt 0 360 arc closepath} bind def
  22.222 +/C13 {BL [] 0 setdash 2 copy moveto
  22.223 +	2 copy vpt 0 90 arc closepath fill
  22.224 +	2 copy moveto
  22.225 +	2 copy vpt 180 360 arc closepath fill
  22.226 +	vpt 0 360 arc closepath} bind def
  22.227 +/C14 {BL [] 0 setdash 2 copy moveto
  22.228 +	2 copy vpt 90 360 arc closepath fill
  22.229 +	vpt 0 360 arc} bind def
  22.230 +/C15 {BL [] 0 setdash 2 copy vpt 0 360 arc closepath fill
  22.231 +	vpt 0 360 arc closepath} bind def
  22.232 +/Rec {newpath 4 2 roll moveto 1 index 0 rlineto 0 exch rlineto
  22.233 +	neg 0 rlineto closepath} bind def
  22.234 +/Square {dup Rec} bind def
  22.235 +/Bsquare {vpt sub exch vpt sub exch vpt2 Square} bind def
  22.236 +/S0 {BL [] 0 setdash 2 copy moveto 0 vpt rlineto BL Bsquare} bind def
  22.237 +/S1 {BL [] 0 setdash 2 copy vpt Square fill Bsquare} bind def
  22.238 +/S2 {BL [] 0 setdash 2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  22.239 +/S3 {BL [] 0 setdash 2 copy exch vpt sub exch vpt2 vpt Rec fill Bsquare} bind def
  22.240 +/S4 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  22.241 +/S5 {BL [] 0 setdash 2 copy 2 copy vpt Square fill
  22.242 +	exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  22.243 +/S6 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill Bsquare} bind def
  22.244 +/S7 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill
  22.245 +	2 copy vpt Square fill Bsquare} bind def
  22.246 +/S8 {BL [] 0 setdash 2 copy vpt sub vpt Square fill Bsquare} bind def
  22.247 +/S9 {BL [] 0 setdash 2 copy vpt sub vpt vpt2 Rec fill Bsquare} bind def
  22.248 +/S10 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt Square fill
  22.249 +	Bsquare} bind def
  22.250 +/S11 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt2 vpt Rec fill
  22.251 +	Bsquare} bind def
  22.252 +/S12 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill Bsquare} bind def
  22.253 +/S13 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  22.254 +	2 copy vpt Square fill Bsquare} bind def
  22.255 +/S14 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  22.256 +	2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  22.257 +/S15 {BL [] 0 setdash 2 copy Bsquare fill Bsquare} bind def
  22.258 +/D0 {gsave translate 45 rotate 0 0 S0 stroke grestore} bind def
  22.259 +/D1 {gsave translate 45 rotate 0 0 S1 stroke grestore} bind def
  22.260 +/D2 {gsave translate 45 rotate 0 0 S2 stroke grestore} bind def
  22.261 +/D3 {gsave translate 45 rotate 0 0 S3 stroke grestore} bind def
  22.262 +/D4 {gsave translate 45 rotate 0 0 S4 stroke grestore} bind def
  22.263 +/D5 {gsave translate 45 rotate 0 0 S5 stroke grestore} bind def
  22.264 +/D6 {gsave translate 45 rotate 0 0 S6 stroke grestore} bind def
  22.265 +/D7 {gsave translate 45 rotate 0 0 S7 stroke grestore} bind def
  22.266 +/D8 {gsave translate 45 rotate 0 0 S8 stroke grestore} bind def
  22.267 +/D9 {gsave translate 45 rotate 0 0 S9 stroke grestore} bind def
  22.268 +/D10 {gsave translate 45 rotate 0 0 S10 stroke grestore} bind def
  22.269 +/D11 {gsave translate 45 rotate 0 0 S11 stroke grestore} bind def
  22.270 +/D12 {gsave translate 45 rotate 0 0 S12 stroke grestore} bind def
  22.271 +/D13 {gsave translate 45 rotate 0 0 S13 stroke grestore} bind def
  22.272 +/D14 {gsave translate 45 rotate 0 0 S14 stroke grestore} bind def
  22.273 +/D15 {gsave translate 45 rotate 0 0 S15 stroke grestore} bind def
  22.274 +/DiaE {stroke [] 0 setdash vpt add M
  22.275 +  hpt neg vpt neg V hpt vpt neg V
  22.276 +  hpt vpt V hpt neg vpt V closepath stroke} def
  22.277 +/BoxE {stroke [] 0 setdash exch hpt sub exch vpt add M
  22.278 +  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  22.279 +  hpt2 neg 0 V closepath stroke} def
  22.280 +/TriUE {stroke [] 0 setdash vpt 1.12 mul add M
  22.281 +  hpt neg vpt -1.62 mul V
  22.282 +  hpt 2 mul 0 V
  22.283 +  hpt neg vpt 1.62 mul V closepath stroke} def
  22.284 +/TriDE {stroke [] 0 setdash vpt 1.12 mul sub M
  22.285 +  hpt neg vpt 1.62 mul V
  22.286 +  hpt 2 mul 0 V
  22.287 +  hpt neg vpt -1.62 mul V closepath stroke} def
  22.288 +/PentE {stroke [] 0 setdash gsave
  22.289 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  22.290 +  closepath stroke grestore} def
  22.291 +/CircE {stroke [] 0 setdash 
  22.292 +  hpt 0 360 arc stroke} def
  22.293 +/Opaque {gsave closepath 1 setgray fill grestore 0 setgray closepath} def
  22.294 +/DiaW {stroke [] 0 setdash vpt add M
  22.295 +  hpt neg vpt neg V hpt vpt neg V
  22.296 +  hpt vpt V hpt neg vpt V Opaque stroke} def
  22.297 +/BoxW {stroke [] 0 setdash exch hpt sub exch vpt add M
  22.298 +  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  22.299 +  hpt2 neg 0 V Opaque stroke} def
  22.300 +/TriUW {stroke [] 0 setdash vpt 1.12 mul add M
  22.301 +  hpt neg vpt -1.62 mul V
  22.302 +  hpt 2 mul 0 V
  22.303 +  hpt neg vpt 1.62 mul V Opaque stroke} def
  22.304 +/TriDW {stroke [] 0 setdash vpt 1.12 mul sub M
  22.305 +  hpt neg vpt 1.62 mul V
  22.306 +  hpt 2 mul 0 V
  22.307 +  hpt neg vpt -1.62 mul V Opaque stroke} def
  22.308 +/PentW {stroke [] 0 setdash gsave
  22.309 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  22.310 +  Opaque stroke grestore} def
  22.311 +/CircW {stroke [] 0 setdash 
  22.312 +  hpt 0 360 arc Opaque stroke} def
  22.313 +/BoxFill {gsave Rec 1 setgray fill grestore} def
  22.314 +/Density {
  22.315 +  /Fillden exch def
  22.316 +  currentrgbcolor
  22.317 +  /ColB exch def /ColG exch def /ColR exch def
  22.318 +  /ColR ColR Fillden mul Fillden sub 1 add def
  22.319 +  /ColG ColG Fillden mul Fillden sub 1 add def
  22.320 +  /ColB ColB Fillden mul Fillden sub 1 add def
  22.321 +  ColR ColG ColB setrgbcolor} def
  22.322 +/BoxColFill {gsave Rec PolyFill} def
  22.323 +/PolyFill {gsave Density fill grestore grestore} def
  22.324 +/h {rlineto rlineto rlineto gsave closepath fill grestore} bind def
  22.325 +%
  22.326 +% PostScript Level 1 Pattern Fill routine for rectangles
  22.327 +% Usage: x y w h s a XX PatternFill
  22.328 +%	x,y = lower left corner of box to be filled
  22.329 +%	w,h = width and height of box
  22.330 +%	  a = angle in degrees between lines and x-axis
  22.331 +%	 XX = 0/1 for no/yes cross-hatch
  22.332 +%
  22.333 +/PatternFill {gsave /PFa [ 9 2 roll ] def
  22.334 +  PFa 0 get PFa 2 get 2 div add PFa 1 get PFa 3 get 2 div add translate
  22.335 +  PFa 2 get -2 div PFa 3 get -2 div PFa 2 get PFa 3 get Rec
  22.336 +  gsave 1 setgray fill grestore clip
  22.337 +  currentlinewidth 0.5 mul setlinewidth
  22.338 +  /PFs PFa 2 get dup mul PFa 3 get dup mul add sqrt def
  22.339 +  0 0 M PFa 5 get rotate PFs -2 div dup translate
  22.340 +  0 1 PFs PFa 4 get div 1 add floor cvi
  22.341 +	{PFa 4 get mul 0 M 0 PFs V} for
  22.342 +  0 PFa 6 get ne {
  22.343 +	0 1 PFs PFa 4 get div 1 add floor cvi
  22.344 +	{PFa 4 get mul 0 2 1 roll M PFs 0 V} for
  22.345 + } if
  22.346 +  stroke grestore} def
  22.347 +%
  22.348 +/languagelevel where
  22.349 + {pop languagelevel} {1} ifelse
  22.350 + 2 lt
  22.351 +	{/InterpretLevel1 true def}
  22.352 +	{/InterpretLevel1 Level1 def}
  22.353 + ifelse
  22.354 +%
  22.355 +% PostScript level 2 pattern fill definitions
  22.356 +%
  22.357 +/Level2PatternFill {
  22.358 +/Tile8x8 {/PaintType 2 /PatternType 1 /TilingType 1 /BBox [0 0 8 8] /XStep 8 /YStep 8}
  22.359 +	bind def
  22.360 +/KeepColor {currentrgbcolor [/Pattern /DeviceRGB] setcolorspace} bind def
  22.361 +<< Tile8x8
  22.362 + /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke} 
  22.363 +>> matrix makepattern
  22.364 +/Pat1 exch def
  22.365 +<< Tile8x8
  22.366 + /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke
  22.367 +	0 4 M 4 8 L 8 4 L 4 0 L 0 4 L stroke}
  22.368 +>> matrix makepattern
  22.369 +/Pat2 exch def
  22.370 +<< Tile8x8
  22.371 + /PaintProc {0.5 setlinewidth pop 0 0 M 0 8 L
  22.372 +	8 8 L 8 0 L 0 0 L fill}
  22.373 +>> matrix makepattern
  22.374 +/Pat3 exch def
  22.375 +<< Tile8x8
  22.376 + /PaintProc {0.5 setlinewidth pop -4 8 M 8 -4 L
  22.377 +	0 12 M 12 0 L stroke}
  22.378 +>> matrix makepattern
  22.379 +/Pat4 exch def
  22.380 +<< Tile8x8
  22.381 + /PaintProc {0.5 setlinewidth pop -4 0 M 8 12 L
  22.382 +	0 -4 M 12 8 L stroke}
  22.383 +>> matrix makepattern
  22.384 +/Pat5 exch def
  22.385 +<< Tile8x8
  22.386 + /PaintProc {0.5 setlinewidth pop -2 8 M 4 -4 L
  22.387 +	0 12 M 8 -4 L 4 12 M 10 0 L stroke}
  22.388 +>> matrix makepattern
  22.389 +/Pat6 exch def
  22.390 +<< Tile8x8
  22.391 + /PaintProc {0.5 setlinewidth pop -2 0 M 4 12 L
  22.392 +	0 -4 M 8 12 L 4 -4 M 10 8 L stroke}
  22.393 +>> matrix makepattern
  22.394 +/Pat7 exch def
  22.395 +<< Tile8x8
  22.396 + /PaintProc {0.5 setlinewidth pop 8 -2 M -4 4 L
  22.397 +	12 0 M -4 8 L 12 4 M 0 10 L stroke}
  22.398 +>> matrix makepattern
  22.399 +/Pat8 exch def
  22.400 +<< Tile8x8
  22.401 + /PaintProc {0.5 setlinewidth pop 0 -2 M 12 4 L
  22.402 +	-4 0 M 12 8 L -4 4 M 8 10 L stroke}
  22.403 +>> matrix makepattern
  22.404 +/Pat9 exch def
  22.405 +/Pattern1 {PatternBgnd KeepColor Pat1 setpattern} bind def
  22.406 +/Pattern2 {PatternBgnd KeepColor Pat2 setpattern} bind def
  22.407 +/Pattern3 {PatternBgnd KeepColor Pat3 setpattern} bind def
  22.408 +/Pattern4 {PatternBgnd KeepColor Landscape {Pat5} {Pat4} ifelse setpattern} bind def
  22.409 +/Pattern5 {PatternBgnd KeepColor Landscape {Pat4} {Pat5} ifelse setpattern} bind def
  22.410 +/Pattern6 {PatternBgnd KeepColor Landscape {Pat9} {Pat6} ifelse setpattern} bind def
  22.411 +/Pattern7 {PatternBgnd KeepColor Landscape {Pat8} {Pat7} ifelse setpattern} bind def
  22.412 +} def
  22.413 +%
  22.414 +%
  22.415 +%End of PostScript Level 2 code
  22.416 +%
  22.417 +/PatternBgnd {
  22.418 +  TransparentPatterns {} {gsave 1 setgray fill grestore} ifelse
  22.419 +} def
  22.420 +%
  22.421 +% Substitute for Level 2 pattern fill codes with
  22.422 +% grayscale if Level 2 support is not selected.
  22.423 +%
  22.424 +/Level1PatternFill {
  22.425 +/Pattern1 {0.250 Density} bind def
  22.426 +/Pattern2 {0.500 Density} bind def
  22.427 +/Pattern3 {0.750 Density} bind def
  22.428 +/Pattern4 {0.125 Density} bind def
  22.429 +/Pattern5 {0.375 Density} bind def
  22.430 +/Pattern6 {0.625 Density} bind def
  22.431 +/Pattern7 {0.875 Density} bind def
  22.432 +} def
  22.433 +%
  22.434 +% Now test for support of Level 2 code
  22.435 +%
  22.436 +Level1 {Level1PatternFill} {Level2PatternFill} ifelse
  22.437 +%
  22.438 +/Symbol-Oblique /Symbol findfont [1 0 .167 1 0 0] makefont
  22.439 +dup length dict begin {1 index /FID eq {pop pop} {def} ifelse} forall
  22.440 +currentdict end definefont pop
  22.441 +/MFshow {
  22.442 +   { dup 5 get 3 ge
  22.443 +     { 5 get 3 eq {gsave} {grestore} ifelse }
  22.444 +     {dup dup 0 get findfont exch 1 get scalefont setfont
  22.445 +     [ currentpoint ] exch dup 2 get 0 exch R dup 5 get 2 ne {dup dup 6
  22.446 +     get exch 4 get {Gshow} {stringwidth pop 0 R} ifelse }if dup 5 get 0 eq
  22.447 +     {dup 3 get {2 get neg 0 exch R pop} {pop aload pop M} ifelse} {dup 5
  22.448 +     get 1 eq {dup 2 get exch dup 3 get exch 6 get stringwidth pop -2 div
  22.449 +     dup 0 R} {dup 6 get stringwidth pop -2 div 0 R 6 get
  22.450 +     show 2 index {aload pop M neg 3 -1 roll neg R pop pop} {pop pop pop
  22.451 +     pop aload pop M} ifelse }ifelse }ifelse }
  22.452 +     ifelse }
  22.453 +   forall} def
  22.454 +/Gswidth {dup type /stringtype eq {stringwidth} {pop (n) stringwidth} ifelse} def
  22.455 +/MFwidth {0 exch { dup 5 get 3 ge { 5 get 3 eq { 0 } { pop } ifelse }
  22.456 + {dup 3 get{dup dup 0 get findfont exch 1 get scalefont setfont
  22.457 +     6 get Gswidth pop add} {pop} ifelse} ifelse} forall} def
  22.458 +/MLshow { currentpoint stroke M
  22.459 +  0 exch R
  22.460 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  22.461 +/MRshow { currentpoint stroke M
  22.462 +  exch dup MFwidth neg 3 -1 roll R
  22.463 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  22.464 +/MCshow { currentpoint stroke M
  22.465 +  exch dup MFwidth -2 div 3 -1 roll R
  22.466 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  22.467 +/XYsave    { [( ) 1 2 true false 3 ()] } bind def
  22.468 +/XYrestore { [( ) 1 2 true false 4 ()] } bind def
  22.469 +end
  22.470 +%%EndProlog
  22.471 +%%Page: 1 1
  22.472 +gnudict begin
  22.473 +gsave
  22.474 +doclip
  22.475 +50 50 translate
  22.476 +0.100 0.100 scale
  22.477 +90 rotate
  22.478 +0 -5040 translate
  22.479 +0 setgray
  22.480 +newpath
  22.481 +(Helvetica) findfont 140 scalefont setfont
  22.482 +1.000 UL
  22.483 +LTb
  22.484 +686 922 M
  22.485 +63 0 V
  22.486 +stroke
  22.487 +602 922 M
  22.488 +[ [(Helvetica) 140.0 0.0 true true 0 ( 50)]
  22.489 +] -46.7 MRshow
  22.490 +1.000 UL
  22.491 +LTb
  22.492 +686 1405 M
  22.493 +63 0 V
  22.494 +stroke
  22.495 +602 1405 M
  22.496 +[ [(Helvetica) 140.0 0.0 true true 0 ( 100)]
  22.497 +] -46.7 MRshow
  22.498 +1.000 UL
  22.499 +LTb
  22.500 +686 1888 M
  22.501 +63 0 V
  22.502 +stroke
  22.503 +602 1888 M
  22.504 +[ [(Helvetica) 140.0 0.0 true true 0 ( 150)]
  22.505 +] -46.7 MRshow
  22.506 +1.000 UL
  22.507 +LTb
  22.508 +686 2372 M
  22.509 +63 0 V
  22.510 +stroke
  22.511 +602 2372 M
  22.512 +[ [(Helvetica) 140.0 0.0 true true 0 ( 200)]
  22.513 +] -46.7 MRshow
  22.514 +1.000 UL
  22.515 +LTb
  22.516 +686 2855 M
  22.517 +63 0 V
  22.518 +stroke
  22.519 +602 2855 M
  22.520 +[ [(Helvetica) 140.0 0.0 true true 0 ( 250)]
  22.521 +] -46.7 MRshow
  22.522 +1.000 UL
  22.523 +LTb
  22.524 +686 448 M
  22.525 +0 63 V
  22.526 +stroke
  22.527 +686 308 M
  22.528 +[ [(Helvetica) 140.0 0.0 true true 0 ( 0)]
  22.529 +] -46.7 MCshow
  22.530 +1.000 UL
  22.531 +LTb
  22.532 +1109 448 M
  22.533 +0 63 V
  22.534 +stroke
  22.535 +1109 308 M
  22.536 +[ [(Helvetica) 140.0 0.0 true true 0 ( 1000)]
  22.537 +] -46.7 MCshow
  22.538 +1.000 UL
  22.539 +LTb
  22.540 +1531 448 M
  22.541 +0 63 V
  22.542 +stroke
  22.543 +1531 308 M
  22.544 +[ [(Helvetica) 140.0 0.0 true true 0 ( 2000)]
  22.545 +] -46.7 MCshow
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  23.170 +  hpt vpt V hpt neg vpt V closepath fill} def
  23.171 +/Pent {stroke [] 0 setdash 2 copy gsave
  23.172 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  23.173 +  closepath stroke grestore Pnt} def
  23.174 +/PentF {stroke [] 0 setdash gsave
  23.175 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  23.176 +  closepath fill grestore} def
  23.177 +/Circle {stroke [] 0 setdash 2 copy
  23.178 +  hpt 0 360 arc stroke Pnt} def
  23.179 +/CircleF {stroke [] 0 setdash hpt 0 360 arc fill} def
  23.180 +/C0 {BL [] 0 setdash 2 copy moveto vpt 90 450 arc} bind def
  23.181 +/C1 {BL [] 0 setdash 2 copy moveto
  23.182 +	2 copy vpt 0 90 arc closepath fill
  23.183 +	vpt 0 360 arc closepath} bind def
  23.184 +/C2 {BL [] 0 setdash 2 copy moveto
  23.185 +	2 copy vpt 90 180 arc closepath fill
  23.186 +	vpt 0 360 arc closepath} bind def
  23.187 +/C3 {BL [] 0 setdash 2 copy moveto
  23.188 +	2 copy vpt 0 180 arc closepath fill
  23.189 +	vpt 0 360 arc closepath} bind def
  23.190 +/C4 {BL [] 0 setdash 2 copy moveto
  23.191 +	2 copy vpt 180 270 arc closepath fill
  23.192 +	vpt 0 360 arc closepath} bind def
  23.193 +/C5 {BL [] 0 setdash 2 copy moveto
  23.194 +	2 copy vpt 0 90 arc
  23.195 +	2 copy moveto
  23.196 +	2 copy vpt 180 270 arc closepath fill
  23.197 +	vpt 0 360 arc} bind def
  23.198 +/C6 {BL [] 0 setdash 2 copy moveto
  23.199 +	2 copy vpt 90 270 arc closepath fill
  23.200 +	vpt 0 360 arc closepath} bind def
  23.201 +/C7 {BL [] 0 setdash 2 copy moveto
  23.202 +	2 copy vpt 0 270 arc closepath fill
  23.203 +	vpt 0 360 arc closepath} bind def
  23.204 +/C8 {BL [] 0 setdash 2 copy moveto
  23.205 +	2 copy vpt 270 360 arc closepath fill
  23.206 +	vpt 0 360 arc closepath} bind def
  23.207 +/C9 {BL [] 0 setdash 2 copy moveto
  23.208 +	2 copy vpt 270 450 arc closepath fill
  23.209 +	vpt 0 360 arc closepath} bind def
  23.210 +/C10 {BL [] 0 setdash 2 copy 2 copy moveto vpt 270 360 arc closepath fill
  23.211 +	2 copy moveto
  23.212 +	2 copy vpt 90 180 arc closepath fill
  23.213 +	vpt 0 360 arc closepath} bind def
  23.214 +/C11 {BL [] 0 setdash 2 copy moveto
  23.215 +	2 copy vpt 0 180 arc closepath fill
  23.216 +	2 copy moveto
  23.217 +	2 copy vpt 270 360 arc closepath fill
  23.218 +	vpt 0 360 arc closepath} bind def
  23.219 +/C12 {BL [] 0 setdash 2 copy moveto
  23.220 +	2 copy vpt 180 360 arc closepath fill
  23.221 +	vpt 0 360 arc closepath} bind def
  23.222 +/C13 {BL [] 0 setdash 2 copy moveto
  23.223 +	2 copy vpt 0 90 arc closepath fill
  23.224 +	2 copy moveto
  23.225 +	2 copy vpt 180 360 arc closepath fill
  23.226 +	vpt 0 360 arc closepath} bind def
  23.227 +/C14 {BL [] 0 setdash 2 copy moveto
  23.228 +	2 copy vpt 90 360 arc closepath fill
  23.229 +	vpt 0 360 arc} bind def
  23.230 +/C15 {BL [] 0 setdash 2 copy vpt 0 360 arc closepath fill
  23.231 +	vpt 0 360 arc closepath} bind def
  23.232 +/Rec {newpath 4 2 roll moveto 1 index 0 rlineto 0 exch rlineto
  23.233 +	neg 0 rlineto closepath} bind def
  23.234 +/Square {dup Rec} bind def
  23.235 +/Bsquare {vpt sub exch vpt sub exch vpt2 Square} bind def
  23.236 +/S0 {BL [] 0 setdash 2 copy moveto 0 vpt rlineto BL Bsquare} bind def
  23.237 +/S1 {BL [] 0 setdash 2 copy vpt Square fill Bsquare} bind def
  23.238 +/S2 {BL [] 0 setdash 2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  23.239 +/S3 {BL [] 0 setdash 2 copy exch vpt sub exch vpt2 vpt Rec fill Bsquare} bind def
  23.240 +/S4 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  23.241 +/S5 {BL [] 0 setdash 2 copy 2 copy vpt Square fill
  23.242 +	exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  23.243 +/S6 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill Bsquare} bind def
  23.244 +/S7 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill
  23.245 +	2 copy vpt Square fill Bsquare} bind def
  23.246 +/S8 {BL [] 0 setdash 2 copy vpt sub vpt Square fill Bsquare} bind def
  23.247 +/S9 {BL [] 0 setdash 2 copy vpt sub vpt vpt2 Rec fill Bsquare} bind def
  23.248 +/S10 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt Square fill
  23.249 +	Bsquare} bind def
  23.250 +/S11 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt2 vpt Rec fill
  23.251 +	Bsquare} bind def
  23.252 +/S12 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill Bsquare} bind def
  23.253 +/S13 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  23.254 +	2 copy vpt Square fill Bsquare} bind def
  23.255 +/S14 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  23.256 +	2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  23.257 +/S15 {BL [] 0 setdash 2 copy Bsquare fill Bsquare} bind def
  23.258 +/D0 {gsave translate 45 rotate 0 0 S0 stroke grestore} bind def
  23.259 +/D1 {gsave translate 45 rotate 0 0 S1 stroke grestore} bind def
  23.260 +/D2 {gsave translate 45 rotate 0 0 S2 stroke grestore} bind def
  23.261 +/D3 {gsave translate 45 rotate 0 0 S3 stroke grestore} bind def
  23.262 +/D4 {gsave translate 45 rotate 0 0 S4 stroke grestore} bind def
  23.263 +/D5 {gsave translate 45 rotate 0 0 S5 stroke grestore} bind def
  23.264 +/D6 {gsave translate 45 rotate 0 0 S6 stroke grestore} bind def
  23.265 +/D7 {gsave translate 45 rotate 0 0 S7 stroke grestore} bind def
  23.266 +/D8 {gsave translate 45 rotate 0 0 S8 stroke grestore} bind def
  23.267 +/D9 {gsave translate 45 rotate 0 0 S9 stroke grestore} bind def
  23.268 +/D10 {gsave translate 45 rotate 0 0 S10 stroke grestore} bind def
  23.269 +/D11 {gsave translate 45 rotate 0 0 S11 stroke grestore} bind def
  23.270 +/D12 {gsave translate 45 rotate 0 0 S12 stroke grestore} bind def
  23.271 +/D13 {gsave translate 45 rotate 0 0 S13 stroke grestore} bind def
  23.272 +/D14 {gsave translate 45 rotate 0 0 S14 stroke grestore} bind def
  23.273 +/D15 {gsave translate 45 rotate 0 0 S15 stroke grestore} bind def
  23.274 +/DiaE {stroke [] 0 setdash vpt add M
  23.275 +  hpt neg vpt neg V hpt vpt neg V
  23.276 +  hpt vpt V hpt neg vpt V closepath stroke} def
  23.277 +/BoxE {stroke [] 0 setdash exch hpt sub exch vpt add M
  23.278 +  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  23.279 +  hpt2 neg 0 V closepath stroke} def
  23.280 +/TriUE {stroke [] 0 setdash vpt 1.12 mul add M
  23.281 +  hpt neg vpt -1.62 mul V
  23.282 +  hpt 2 mul 0 V
  23.283 +  hpt neg vpt 1.62 mul V closepath stroke} def
  23.284 +/TriDE {stroke [] 0 setdash vpt 1.12 mul sub M
  23.285 +  hpt neg vpt 1.62 mul V
  23.286 +  hpt 2 mul 0 V
  23.287 +  hpt neg vpt -1.62 mul V closepath stroke} def
  23.288 +/PentE {stroke [] 0 setdash gsave
  23.289 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  23.290 +  closepath stroke grestore} def
  23.291 +/CircE {stroke [] 0 setdash 
  23.292 +  hpt 0 360 arc stroke} def
  23.293 +/Opaque {gsave closepath 1 setgray fill grestore 0 setgray closepath} def
  23.294 +/DiaW {stroke [] 0 setdash vpt add M
  23.295 +  hpt neg vpt neg V hpt vpt neg V
  23.296 +  hpt vpt V hpt neg vpt V Opaque stroke} def
  23.297 +/BoxW {stroke [] 0 setdash exch hpt sub exch vpt add M
  23.298 +  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  23.299 +  hpt2 neg 0 V Opaque stroke} def
  23.300 +/TriUW {stroke [] 0 setdash vpt 1.12 mul add M
  23.301 +  hpt neg vpt -1.62 mul V
  23.302 +  hpt 2 mul 0 V
  23.303 +  hpt neg vpt 1.62 mul V Opaque stroke} def
  23.304 +/TriDW {stroke [] 0 setdash vpt 1.12 mul sub M
  23.305 +  hpt neg vpt 1.62 mul V
  23.306 +  hpt 2 mul 0 V
  23.307 +  hpt neg vpt -1.62 mul V Opaque stroke} def
  23.308 +/PentW {stroke [] 0 setdash gsave
  23.309 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  23.310 +  Opaque stroke grestore} def
  23.311 +/CircW {stroke [] 0 setdash 
  23.312 +  hpt 0 360 arc Opaque stroke} def
  23.313 +/BoxFill {gsave Rec 1 setgray fill grestore} def
  23.314 +/Density {
  23.315 +  /Fillden exch def
  23.316 +  currentrgbcolor
  23.317 +  /ColB exch def /ColG exch def /ColR exch def
  23.318 +  /ColR ColR Fillden mul Fillden sub 1 add def
  23.319 +  /ColG ColG Fillden mul Fillden sub 1 add def
  23.320 +  /ColB ColB Fillden mul Fillden sub 1 add def
  23.321 +  ColR ColG ColB setrgbcolor} def
  23.322 +/BoxColFill {gsave Rec PolyFill} def
  23.323 +/PolyFill {gsave Density fill grestore grestore} def
  23.324 +/h {rlineto rlineto rlineto gsave closepath fill grestore} bind def
  23.325 +%
  23.326 +% PostScript Level 1 Pattern Fill routine for rectangles
  23.327 +% Usage: x y w h s a XX PatternFill
  23.328 +%	x,y = lower left corner of box to be filled
  23.329 +%	w,h = width and height of box
  23.330 +%	  a = angle in degrees between lines and x-axis
  23.331 +%	 XX = 0/1 for no/yes cross-hatch
  23.332 +%
  23.333 +/PatternFill {gsave /PFa [ 9 2 roll ] def
  23.334 +  PFa 0 get PFa 2 get 2 div add PFa 1 get PFa 3 get 2 div add translate
  23.335 +  PFa 2 get -2 div PFa 3 get -2 div PFa 2 get PFa 3 get Rec
  23.336 +  gsave 1 setgray fill grestore clip
  23.337 +  currentlinewidth 0.5 mul setlinewidth
  23.338 +  /PFs PFa 2 get dup mul PFa 3 get dup mul add sqrt def
  23.339 +  0 0 M PFa 5 get rotate PFs -2 div dup translate
  23.340 +  0 1 PFs PFa 4 get div 1 add floor cvi
  23.341 +	{PFa 4 get mul 0 M 0 PFs V} for
  23.342 +  0 PFa 6 get ne {
  23.343 +	0 1 PFs PFa 4 get div 1 add floor cvi
  23.344 +	{PFa 4 get mul 0 2 1 roll M PFs 0 V} for
  23.345 + } if
  23.346 +  stroke grestore} def
  23.347 +%
  23.348 +/languagelevel where
  23.349 + {pop languagelevel} {1} ifelse
  23.350 + 2 lt
  23.351 +	{/InterpretLevel1 true def}
  23.352 +	{/InterpretLevel1 Level1 def}
  23.353 + ifelse
  23.354 +%
  23.355 +% PostScript level 2 pattern fill definitions
  23.356 +%
  23.357 +/Level2PatternFill {
  23.358 +/Tile8x8 {/PaintType 2 /PatternType 1 /TilingType 1 /BBox [0 0 8 8] /XStep 8 /YStep 8}
  23.359 +	bind def
  23.360 +/KeepColor {currentrgbcolor [/Pattern /DeviceRGB] setcolorspace} bind def
  23.361 +<< Tile8x8
  23.362 + /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke} 
  23.363 +>> matrix makepattern
  23.364 +/Pat1 exch def
  23.365 +<< Tile8x8
  23.366 + /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke
  23.367 +	0 4 M 4 8 L 8 4 L 4 0 L 0 4 L stroke}
  23.368 +>> matrix makepattern
  23.369 +/Pat2 exch def
  23.370 +<< Tile8x8
  23.371 + /PaintProc {0.5 setlinewidth pop 0 0 M 0 8 L
  23.372 +	8 8 L 8 0 L 0 0 L fill}
  23.373 +>> matrix makepattern
  23.374 +/Pat3 exch def
  23.375 +<< Tile8x8
  23.376 + /PaintProc {0.5 setlinewidth pop -4 8 M 8 -4 L
  23.377 +	0 12 M 12 0 L stroke}
  23.378 +>> matrix makepattern
  23.379 +/Pat4 exch def
  23.380 +<< Tile8x8
  23.381 + /PaintProc {0.5 setlinewidth pop -4 0 M 8 12 L
  23.382 +	0 -4 M 12 8 L stroke}
  23.383 +>> matrix makepattern
  23.384 +/Pat5 exch def
  23.385 +<< Tile8x8
  23.386 + /PaintProc {0.5 setlinewidth pop -2 8 M 4 -4 L
  23.387 +	0 12 M 8 -4 L 4 12 M 10 0 L stroke}
  23.388 +>> matrix makepattern
  23.389 +/Pat6 exch def
  23.390 +<< Tile8x8
  23.391 + /PaintProc {0.5 setlinewidth pop -2 0 M 4 12 L
  23.392 +	0 -4 M 8 12 L 4 -4 M 10 8 L stroke}
  23.393 +>> matrix makepattern
  23.394 +/Pat7 exch def
  23.395 +<< Tile8x8
  23.396 + /PaintProc {0.5 setlinewidth pop 8 -2 M -4 4 L
  23.397 +	12 0 M -4 8 L 12 4 M 0 10 L stroke}
  23.398 +>> matrix makepattern
  23.399 +/Pat8 exch def
  23.400 +<< Tile8x8
  23.401 + /PaintProc {0.5 setlinewidth pop 0 -2 M 12 4 L
  23.402 +	-4 0 M 12 8 L -4 4 M 8 10 L stroke}
  23.403 +>> matrix makepattern
  23.404 +/Pat9 exch def
  23.405 +/Pattern1 {PatternBgnd KeepColor Pat1 setpattern} bind def
  23.406 +/Pattern2 {PatternBgnd KeepColor Pat2 setpattern} bind def
  23.407 +/Pattern3 {PatternBgnd KeepColor Pat3 setpattern} bind def
  23.408 +/Pattern4 {PatternBgnd KeepColor Landscape {Pat5} {Pat4} ifelse setpattern} bind def
  23.409 +/Pattern5 {PatternBgnd KeepColor Landscape {Pat4} {Pat5} ifelse setpattern} bind def
  23.410 +/Pattern6 {PatternBgnd KeepColor Landscape {Pat9} {Pat6} ifelse setpattern} bind def
  23.411 +/Pattern7 {PatternBgnd KeepColor Landscape {Pat8} {Pat7} ifelse setpattern} bind def
  23.412 +} def
  23.413 +%
  23.414 +%
  23.415 +%End of PostScript Level 2 code
  23.416 +%
  23.417 +/PatternBgnd {
  23.418 +  TransparentPatterns {} {gsave 1 setgray fill grestore} ifelse
  23.419 +} def
  23.420 +%
  23.421 +% Substitute for Level 2 pattern fill codes with
  23.422 +% grayscale if Level 2 support is not selected.
  23.423 +%
  23.424 +/Level1PatternFill {
  23.425 +/Pattern1 {0.250 Density} bind def
  23.426 +/Pattern2 {0.500 Density} bind def
  23.427 +/Pattern3 {0.750 Density} bind def
  23.428 +/Pattern4 {0.125 Density} bind def
  23.429 +/Pattern5 {0.375 Density} bind def
  23.430 +/Pattern6 {0.625 Density} bind def
  23.431 +/Pattern7 {0.875 Density} bind def
  23.432 +} def
  23.433 +%
  23.434 +% Now test for support of Level 2 code
  23.435 +%
  23.436 +Level1 {Level1PatternFill} {Level2PatternFill} ifelse
  23.437 +%
  23.438 +/Symbol-Oblique /Symbol findfont [1 0 .167 1 0 0] makefont
  23.439 +dup length dict begin {1 index /FID eq {pop pop} {def} ifelse} forall
  23.440 +currentdict end definefont pop
  23.441 +/MFshow {
  23.442 +   { dup 5 get 3 ge
  23.443 +     { 5 get 3 eq {gsave} {grestore} ifelse }
  23.444 +     {dup dup 0 get findfont exch 1 get scalefont setfont
  23.445 +     [ currentpoint ] exch dup 2 get 0 exch R dup 5 get 2 ne {dup dup 6
  23.446 +     get exch 4 get {Gshow} {stringwidth pop 0 R} ifelse }if dup 5 get 0 eq
  23.447 +     {dup 3 get {2 get neg 0 exch R pop} {pop aload pop M} ifelse} {dup 5
  23.448 +     get 1 eq {dup 2 get exch dup 3 get exch 6 get stringwidth pop -2 div
  23.449 +     dup 0 R} {dup 6 get stringwidth pop -2 div 0 R 6 get
  23.450 +     show 2 index {aload pop M neg 3 -1 roll neg R pop pop} {pop pop pop
  23.451 +     pop aload pop M} ifelse }ifelse }ifelse }
  23.452 +     ifelse }
  23.453 +   forall} def
  23.454 +/Gswidth {dup type /stringtype eq {stringwidth} {pop (n) stringwidth} ifelse} def
  23.455 +/MFwidth {0 exch { dup 5 get 3 ge { 5 get 3 eq { 0 } { pop } ifelse }
  23.456 + {dup 3 get{dup dup 0 get findfont exch 1 get scalefont setfont
  23.457 +     6 get Gswidth pop add} {pop} ifelse} ifelse} forall} def
  23.458 +/MLshow { currentpoint stroke M
  23.459 +  0 exch R
  23.460 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  23.461 +/MRshow { currentpoint stroke M
  23.462 +  exch dup MFwidth neg 3 -1 roll R
  23.463 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  23.464 +/MCshow { currentpoint stroke M
  23.465 +  exch dup MFwidth -2 div 3 -1 roll R
  23.466 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  23.467 +/XYsave    { [( ) 1 2 true false 3 ()] } bind def
  23.468 +/XYrestore { [( ) 1 2 true false 4 ()] } bind def
  23.469 +end
  23.470 +%%EndProlog
  23.471 +%%Page: 1 1
  23.472 +gnudict begin
  23.473 +gsave
  23.474 +doclip
  23.475 +50 50 translate
  23.476 +0.100 0.100 scale
  23.477 +90 rotate
  23.478 +0 -5040 translate
  23.479 +0 setgray
  23.480 +newpath
  23.481 +(Helvetica) findfont 140 scalefont setfont
  23.482 +1.000 UL
  23.483 +LTb
  23.484 +686 922 M
  23.485 +63 0 V
  23.486 +stroke
  23.487 +602 922 M
  23.488 +[ [(Helvetica) 140.0 0.0 true true 0 ( 50)]
  23.489 +] -46.7 MRshow
  23.490 +1.000 UL
  23.491 +LTb
  23.492 +686 1405 M
  23.493 +63 0 V
  23.494 +stroke
  23.495 +602 1405 M
  23.496 +[ [(Helvetica) 140.0 0.0 true true 0 ( 100)]
  23.497 +] -46.7 MRshow
  23.498 +1.000 UL
  23.499 +LTb
  23.500 +686 1888 M
  23.501 +63 0 V
  23.502 +stroke
  23.503 +602 1888 M
  23.504 +[ [(Helvetica) 140.0 0.0 true true 0 ( 150)]
  23.505 +] -46.7 MRshow
  23.506 +1.000 UL
  23.507 +LTb
  23.508 +686 2372 M
  23.509 +63 0 V
  23.510 +stroke
  23.511 +602 2372 M
  23.512 +[ [(Helvetica) 140.0 0.0 true true 0 ( 200)]
  23.513 +] -46.7 MRshow
  23.514 +1.000 UL
  23.515 +LTb
  23.516 +686 2855 M
  23.517 +63 0 V
  23.518 +stroke
  23.519 +602 2855 M
  23.520 +[ [(Helvetica) 140.0 0.0 true true 0 ( 250)]
  23.521 +] -46.7 MRshow
  23.522 +1.000 UL
  23.523 +LTb
  23.524 +686 448 M
  23.525 +0 63 V
  23.526 +stroke
  23.527 +686 308 M
  23.528 +[ [(Helvetica) 140.0 0.0 true true 0 ( 0)]
  23.529 +] -46.7 MCshow
  23.530 +1.000 UL
  23.531 +LTb
  23.532 +1159 448 M
  23.533 +0 63 V
  23.534 +stroke
  23.535 +1159 308 M
  23.536 +[ [(Helvetica) 140.0 0.0 true true 0 ( 2000)]
  23.537 +] -46.7 MCshow
  23.538 +1.000 UL
  23.539 +LTb
  23.540 +1631 448 M
  23.541 +0 63 V
  23.542 +stroke
  23.543 +1631 308 M
  23.544 +[ [(Helvetica) 140.0 0.0 true true 0 ( 4000)]
  23.545 +] -46.7 MCshow
  23.546 +1.000 UL
  23.547 +LTb
  23.548 +2104 448 M
  23.549 +0 63 V
  23.550 +stroke
  23.551 +2104 308 M
  23.552 +[ [(Helvetica) 140.0 0.0 true true 0 ( 6000)]
  23.553 +] -46.7 MCshow
  23.554 +1.000 UL
  23.555 +LTb
  23.556 +2576 448 M
  23.557 +0 63 V
  23.558 +stroke
  23.559 +2576 308 M
  23.560 +[ [(Helvetica) 140.0 0.0 true true 0 ( 8000)]
  23.561 +] -46.7 MCshow
  23.562 +1.000 UL
  23.563 +LTb
  23.564 +1.000 UL
  23.565 +LTb
  23.566 +686 2855 M
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  23.568 +1890 0 V
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  23.570 +-1890 0 R
  23.571 +stroke
  23.572 +LCb setrgbcolor
  23.573 +112 1651 M
  23.574 +currentpoint gsave translate -270 rotate 0 0 moveto
  23.575 +[ [(Helvetica) 140.0 0.0 true true 0 (Ratio of Total Execution to Total Work)]
  23.576 +] -46.7 MCshow
  23.577 +grestore
  23.578 +LTb
  23.579 +LCb setrgbcolor
  23.580 +1631 98 M
  23.581 +[ [(Helvetica) 140.0 0.0 true true 0 (Cycles in one Task)]
  23.582 +] -46.7 MCshow
  23.583 +LTb
  23.584 +1.000 UP
  23.585 +1.000 UL
  23.586 +LTb
  23.587 +LCb setrgbcolor
  23.588 +3489 2785 M
  23.589 +[ [(Helvetica) 140.0 0.0 true true 0 (pthreads)]
  23.590 +] -46.7 MCshow
  23.591 +LTb
  23.592 +1.000 UL
  23.593 +LTb
  23.594 +2744 2155 N
  23.595 +0 700 V
  23.596 +1491 0 V
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  23.598 +-1491 0 V
  23.599 +Z stroke
  23.600 +2744 2715 M
  23.601 +1491 0 V
  23.602 +% Begin plot #1
  23.603 +stroke
  23.604 +4.000 UL
  23.605 +LT5
  23.606 +LC7 setrgbcolor
  23.607 +LCb setrgbcolor
  23.608 +3668 2645 M
  23.609 +[ [(Helvetica) 140.0 0.0 true true 0 (80 Threads)]
  23.610 +] -46.7 MRshow
  23.611 +LT5
  23.612 +LC7 setrgbcolor
  23.613 +3752 2645 M
  23.614 +399 0 V
  23.615 +1272 2855 M
  23.616 +371 -919 V
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  23.618 +% End plot #1
  23.619 +% Begin plot #2
  23.620 +stroke
  23.621 +LT6
  23.622 +LCb setrgbcolor
  23.623 +3668 2505 M
  23.624 +[ [(Helvetica) 140.0 0.0 true true 0 (160 Threads)]
  23.625 +] -46.7 MRshow
  23.626 +LT6
  23.627 +3752 2505 M
  23.628 +399 0 V
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  23.630 +1731 1723 L
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  23.632 +% End plot #2
  23.633 +% Begin plot #3
  23.634 +stroke
  23.635 +LT7
  23.636 +LC1 setrgbcolor
  23.637 +LCb setrgbcolor
  23.638 +3668 2365 M
  23.639 +[ [(Helvetica) 140.0 0.0 true true 0 (320 Threads)]
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  24.263 +/D5 {gsave translate 45 rotate 0 0 S5 stroke grestore} bind def
  24.264 +/D6 {gsave translate 45 rotate 0 0 S6 stroke grestore} bind def
  24.265 +/D7 {gsave translate 45 rotate 0 0 S7 stroke grestore} bind def
  24.266 +/D8 {gsave translate 45 rotate 0 0 S8 stroke grestore} bind def
  24.267 +/D9 {gsave translate 45 rotate 0 0 S9 stroke grestore} bind def
  24.268 +/D10 {gsave translate 45 rotate 0 0 S10 stroke grestore} bind def
  24.269 +/D11 {gsave translate 45 rotate 0 0 S11 stroke grestore} bind def
  24.270 +/D12 {gsave translate 45 rotate 0 0 S12 stroke grestore} bind def
  24.271 +/D13 {gsave translate 45 rotate 0 0 S13 stroke grestore} bind def
  24.272 +/D14 {gsave translate 45 rotate 0 0 S14 stroke grestore} bind def
  24.273 +/D15 {gsave translate 45 rotate 0 0 S15 stroke grestore} bind def
  24.274 +/DiaE {stroke [] 0 setdash vpt add M
  24.275 +  hpt neg vpt neg V hpt vpt neg V
  24.276 +  hpt vpt V hpt neg vpt V closepath stroke} def
  24.277 +/BoxE {stroke [] 0 setdash exch hpt sub exch vpt add M
  24.278 +  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  24.279 +  hpt2 neg 0 V closepath stroke} def
  24.280 +/TriUE {stroke [] 0 setdash vpt 1.12 mul add M
  24.281 +  hpt neg vpt -1.62 mul V
  24.282 +  hpt 2 mul 0 V
  24.283 +  hpt neg vpt 1.62 mul V closepath stroke} def
  24.284 +/TriDE {stroke [] 0 setdash vpt 1.12 mul sub M
  24.285 +  hpt neg vpt 1.62 mul V
  24.286 +  hpt 2 mul 0 V
  24.287 +  hpt neg vpt -1.62 mul V closepath stroke} def
  24.288 +/PentE {stroke [] 0 setdash gsave
  24.289 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  24.290 +  closepath stroke grestore} def
  24.291 +/CircE {stroke [] 0 setdash 
  24.292 +  hpt 0 360 arc stroke} def
  24.293 +/Opaque {gsave closepath 1 setgray fill grestore 0 setgray closepath} def
  24.294 +/DiaW {stroke [] 0 setdash vpt add M
  24.295 +  hpt neg vpt neg V hpt vpt neg V
  24.296 +  hpt vpt V hpt neg vpt V Opaque stroke} def
  24.297 +/BoxW {stroke [] 0 setdash exch hpt sub exch vpt add M
  24.298 +  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  24.299 +  hpt2 neg 0 V Opaque stroke} def
  24.300 +/TriUW {stroke [] 0 setdash vpt 1.12 mul add M
  24.301 +  hpt neg vpt -1.62 mul V
  24.302 +  hpt 2 mul 0 V
  24.303 +  hpt neg vpt 1.62 mul V Opaque stroke} def
  24.304 +/TriDW {stroke [] 0 setdash vpt 1.12 mul sub M
  24.305 +  hpt neg vpt 1.62 mul V
  24.306 +  hpt 2 mul 0 V
  24.307 +  hpt neg vpt -1.62 mul V Opaque stroke} def
  24.308 +/PentW {stroke [] 0 setdash gsave
  24.309 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  24.310 +  Opaque stroke grestore} def
  24.311 +/CircW {stroke [] 0 setdash 
  24.312 +  hpt 0 360 arc Opaque stroke} def
  24.313 +/BoxFill {gsave Rec 1 setgray fill grestore} def
  24.314 +/Density {
  24.315 +  /Fillden exch def
  24.316 +  currentrgbcolor
  24.317 +  /ColB exch def /ColG exch def /ColR exch def
  24.318 +  /ColR ColR Fillden mul Fillden sub 1 add def
  24.319 +  /ColG ColG Fillden mul Fillden sub 1 add def
  24.320 +  /ColB ColB Fillden mul Fillden sub 1 add def
  24.321 +  ColR ColG ColB setrgbcolor} def
  24.322 +/BoxColFill {gsave Rec PolyFill} def
  24.323 +/PolyFill {gsave Density fill grestore grestore} def
  24.324 +/h {rlineto rlineto rlineto gsave closepath fill grestore} bind def
  24.325 +%
  24.326 +% PostScript Level 1 Pattern Fill routine for rectangles
  24.327 +% Usage: x y w h s a XX PatternFill
  24.328 +%	x,y = lower left corner of box to be filled
  24.329 +%	w,h = width and height of box
  24.330 +%	  a = angle in degrees between lines and x-axis
  24.331 +%	 XX = 0/1 for no/yes cross-hatch
  24.332 +%
  24.333 +/PatternFill {gsave /PFa [ 9 2 roll ] def
  24.334 +  PFa 0 get PFa 2 get 2 div add PFa 1 get PFa 3 get 2 div add translate
  24.335 +  PFa 2 get -2 div PFa 3 get -2 div PFa 2 get PFa 3 get Rec
  24.336 +  gsave 1 setgray fill grestore clip
  24.337 +  currentlinewidth 0.5 mul setlinewidth
  24.338 +  /PFs PFa 2 get dup mul PFa 3 get dup mul add sqrt def
  24.339 +  0 0 M PFa 5 get rotate PFs -2 div dup translate
  24.340 +  0 1 PFs PFa 4 get div 1 add floor cvi
  24.341 +	{PFa 4 get mul 0 M 0 PFs V} for
  24.342 +  0 PFa 6 get ne {
  24.343 +	0 1 PFs PFa 4 get div 1 add floor cvi
  24.344 +	{PFa 4 get mul 0 2 1 roll M PFs 0 V} for
  24.345 + } if
  24.346 +  stroke grestore} def
  24.347 +%
  24.348 +/languagelevel where
  24.349 + {pop languagelevel} {1} ifelse
  24.350 + 2 lt
  24.351 +	{/InterpretLevel1 true def}
  24.352 +	{/InterpretLevel1 Level1 def}
  24.353 + ifelse
  24.354 +%
  24.355 +% PostScript level 2 pattern fill definitions
  24.356 +%
  24.357 +/Level2PatternFill {
  24.358 +/Tile8x8 {/PaintType 2 /PatternType 1 /TilingType 1 /BBox [0 0 8 8] /XStep 8 /YStep 8}
  24.359 +	bind def
  24.360 +/KeepColor {currentrgbcolor [/Pattern /DeviceRGB] setcolorspace} bind def
  24.361 +<< Tile8x8
  24.362 + /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke} 
  24.363 +>> matrix makepattern
  24.364 +/Pat1 exch def
  24.365 +<< Tile8x8
  24.366 + /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke
  24.367 +	0 4 M 4 8 L 8 4 L 4 0 L 0 4 L stroke}
  24.368 +>> matrix makepattern
  24.369 +/Pat2 exch def
  24.370 +<< Tile8x8
  24.371 + /PaintProc {0.5 setlinewidth pop 0 0 M 0 8 L
  24.372 +	8 8 L 8 0 L 0 0 L fill}
  24.373 +>> matrix makepattern
  24.374 +/Pat3 exch def
  24.375 +<< Tile8x8
  24.376 + /PaintProc {0.5 setlinewidth pop -4 8 M 8 -4 L
  24.377 +	0 12 M 12 0 L stroke}
  24.378 +>> matrix makepattern
  24.379 +/Pat4 exch def
  24.380 +<< Tile8x8
  24.381 + /PaintProc {0.5 setlinewidth pop -4 0 M 8 12 L
  24.382 +	0 -4 M 12 8 L stroke}
  24.383 +>> matrix makepattern
  24.384 +/Pat5 exch def
  24.385 +<< Tile8x8
  24.386 + /PaintProc {0.5 setlinewidth pop -2 8 M 4 -4 L
  24.387 +	0 12 M 8 -4 L 4 12 M 10 0 L stroke}
  24.388 +>> matrix makepattern
  24.389 +/Pat6 exch def
  24.390 +<< Tile8x8
  24.391 + /PaintProc {0.5 setlinewidth pop -2 0 M 4 12 L
  24.392 +	0 -4 M 8 12 L 4 -4 M 10 8 L stroke}
  24.393 +>> matrix makepattern
  24.394 +/Pat7 exch def
  24.395 +<< Tile8x8
  24.396 + /PaintProc {0.5 setlinewidth pop 8 -2 M -4 4 L
  24.397 +	12 0 M -4 8 L 12 4 M 0 10 L stroke}
  24.398 +>> matrix makepattern
  24.399 +/Pat8 exch def
  24.400 +<< Tile8x8
  24.401 + /PaintProc {0.5 setlinewidth pop 0 -2 M 12 4 L
  24.402 +	-4 0 M 12 8 L -4 4 M 8 10 L stroke}
  24.403 +>> matrix makepattern
  24.404 +/Pat9 exch def
  24.405 +/Pattern1 {PatternBgnd KeepColor Pat1 setpattern} bind def
  24.406 +/Pattern2 {PatternBgnd KeepColor Pat2 setpattern} bind def
  24.407 +/Pattern3 {PatternBgnd KeepColor Pat3 setpattern} bind def
  24.408 +/Pattern4 {PatternBgnd KeepColor Landscape {Pat5} {Pat4} ifelse setpattern} bind def
  24.409 +/Pattern5 {PatternBgnd KeepColor Landscape {Pat4} {Pat5} ifelse setpattern} bind def
  24.410 +/Pattern6 {PatternBgnd KeepColor Landscape {Pat9} {Pat6} ifelse setpattern} bind def
  24.411 +/Pattern7 {PatternBgnd KeepColor Landscape {Pat8} {Pat7} ifelse setpattern} bind def
  24.412 +} def
  24.413 +%
  24.414 +%
  24.415 +%End of PostScript Level 2 code
  24.416 +%
  24.417 +/PatternBgnd {
  24.418 +  TransparentPatterns {} {gsave 1 setgray fill grestore} ifelse
  24.419 +} def
  24.420 +%
  24.421 +% Substitute for Level 2 pattern fill codes with
  24.422 +% grayscale if Level 2 support is not selected.
  24.423 +%
  24.424 +/Level1PatternFill {
  24.425 +/Pattern1 {0.250 Density} bind def
  24.426 +/Pattern2 {0.500 Density} bind def
  24.427 +/Pattern3 {0.750 Density} bind def
  24.428 +/Pattern4 {0.125 Density} bind def
  24.429 +/Pattern5 {0.375 Density} bind def
  24.430 +/Pattern6 {0.625 Density} bind def
  24.431 +/Pattern7 {0.875 Density} bind def
  24.432 +} def
  24.433 +%
  24.434 +% Now test for support of Level 2 code
  24.435 +%
  24.436 +Level1 {Level1PatternFill} {Level2PatternFill} ifelse
  24.437 +%
  24.438 +/Symbol-Oblique /Symbol findfont [1 0 .167 1 0 0] makefont
  24.439 +dup length dict begin {1 index /FID eq {pop pop} {def} ifelse} forall
  24.440 +currentdict end definefont pop
  24.441 +/MFshow {
  24.442 +   { dup 5 get 3 ge
  24.443 +     { 5 get 3 eq {gsave} {grestore} ifelse }
  24.444 +     {dup dup 0 get findfont exch 1 get scalefont setfont
  24.445 +     [ currentpoint ] exch dup 2 get 0 exch R dup 5 get 2 ne {dup dup 6
  24.446 +     get exch 4 get {Gshow} {stringwidth pop 0 R} ifelse }if dup 5 get 0 eq
  24.447 +     {dup 3 get {2 get neg 0 exch R pop} {pop aload pop M} ifelse} {dup 5
  24.448 +     get 1 eq {dup 2 get exch dup 3 get exch 6 get stringwidth pop -2 div
  24.449 +     dup 0 R} {dup 6 get stringwidth pop -2 div 0 R 6 get
  24.450 +     show 2 index {aload pop M neg 3 -1 roll neg R pop pop} {pop pop pop
  24.451 +     pop aload pop M} ifelse }ifelse }ifelse }
  24.452 +     ifelse }
  24.453 +   forall} def
  24.454 +/Gswidth {dup type /stringtype eq {stringwidth} {pop (n) stringwidth} ifelse} def
  24.455 +/MFwidth {0 exch { dup 5 get 3 ge { 5 get 3 eq { 0 } { pop } ifelse }
  24.456 + {dup 3 get{dup dup 0 get findfont exch 1 get scalefont setfont
  24.457 +     6 get Gswidth pop add} {pop} ifelse} ifelse} forall} def
  24.458 +/MLshow { currentpoint stroke M
  24.459 +  0 exch R
  24.460 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  24.461 +/MRshow { currentpoint stroke M
  24.462 +  exch dup MFwidth neg 3 -1 roll R
  24.463 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  24.464 +/MCshow { currentpoint stroke M
  24.465 +  exch dup MFwidth -2 div 3 -1 roll R
  24.466 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  24.467 +/XYsave    { [( ) 1 2 true false 3 ()] } bind def
  24.468 +/XYrestore { [( ) 1 2 true false 4 ()] } bind def
  24.469 +end
  24.470 +%%EndProlog
  24.471 +%%Page: 1 1
  24.472 +gnudict begin
  24.473 +gsave
  24.474 +doclip
  24.475 +50 50 translate
  24.476 +0.100 0.100 scale
  24.477 +90 rotate
  24.478 +0 -5040 translate
  24.479 +0 setgray
  24.480 +newpath
  24.481 +(Helvetica) findfont 140 scalefont setfont
  24.482 +1.000 UL
  24.483 +LTb
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  24.486 +stroke
  24.487 +602 922 M
  24.488 +[ [(Helvetica) 140.0 0.0 true true 0 ( 50)]
  24.489 +] -46.7 MRshow
  24.490 +1.000 UL
  24.491 +LTb
  24.492 +686 1405 M
  24.493 +63 0 V
  24.494 +stroke
  24.495 +602 1405 M
  24.496 +[ [(Helvetica) 140.0 0.0 true true 0 ( 100)]
  24.497 +] -46.7 MRshow
  24.498 +1.000 UL
  24.499 +LTb
  24.500 +686 1888 M
  24.501 +63 0 V
  24.502 +stroke
  24.503 +602 1888 M
  24.504 +[ [(Helvetica) 140.0 0.0 true true 0 ( 150)]
  24.505 +] -46.7 MRshow
  24.506 +1.000 UL
  24.507 +LTb
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  24.511 +602 2372 M
  24.512 +[ [(Helvetica) 140.0 0.0 true true 0 ( 200)]
  24.513 +] -46.7 MRshow
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  24.520 +[ [(Helvetica) 140.0 0.0 true true 0 ( 250)]
  24.521 +] -46.7 MRshow
  24.522 +1.000 UL
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  24.526 +stroke
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  24.528 +[ [(Helvetica) 140.0 0.0 true true 0 ( 0)]
  24.529 +] -46.7 MCshow
  24.530 +1.000 UL
  24.531 +LTb
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  24.536 +[ [(Helvetica) 140.0 0.0 true true 0 ( 1000)]
  24.537 +] -46.7 MCshow
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  24.544 +[ [(Helvetica) 140.0 0.0 true true 0 ( 2000)]
  24.545 +] -46.7 MCshow
  24.546 +1.000 UL
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  24.552 +[ [(Helvetica) 140.0 0.0 true true 0 ( 3000)]
  24.553 +] -46.7 MCshow
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  24.560 +[ [(Helvetica) 140.0 0.0 true true 0 ( 4000)]
  24.561 +] -46.7 MCshow
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  24.569 +] -46.7 MCshow
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  24.592 +[ [(Helvetica) 140.0 0.0 true true 0 ( 8000)]
  24.593 +] -46.7 MCshow
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  24.595 +LTb
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  24.597 +LTb
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  24.603 +stroke
  24.604 +LCb setrgbcolor
  24.605 +112 1651 M
  24.606 +currentpoint gsave translate -270 rotate 0 0 moveto
  24.607 +[ [(Helvetica) 140.0 0.0 true true 0 (Ratio of Total Execution to Total Work)]
  24.608 +] -46.7 MCshow
  24.609 +grestore
  24.610 +LTb
  24.611 +LCb setrgbcolor
  24.612 +2376 98 M
  24.613 +[ [(Helvetica) 140.0 0.0 true true 0 (Cycles in one Task)]
  24.614 +] -46.7 MCshow
  24.615 +LTb
  24.616 +1.000 UP
  24.617 +1.000 UL
  24.618 +LTb
  24.619 +LCb setrgbcolor
  24.620 +3532 2882 M
  24.621 +[ [(Helvetica) 140.0 0.0 true true 0 (pthreads)]
  24.622 +] -46.7 MCshow
  24.623 +LTb
  24.624 +1.000 UL
  24.625 +LTb
  24.626 +2787 2252 N
  24.627 +0 700 V
  24.628 +1491 0 V
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  24.630 +-1491 0 V
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  24.632 +2787 2812 M
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  24.634 +% Begin plot #1
  24.635 +stroke
  24.636 +4.000 UL
  24.637 +LT5
  24.638 +LC7 setrgbcolor
  24.639 +LCb setrgbcolor
  24.640 +3711 2742 M
  24.641 +[ [(Helvetica) 140.0 0.0 true true 0 (80 Threads)]
  24.642 +] -46.7 MRshow
  24.643 +LT5
  24.644 +LC7 setrgbcolor
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  24.652 +stroke
  24.653 +LT6
  24.654 +LCb setrgbcolor
  24.655 +3711 2602 M
  24.656 +[ [(Helvetica) 140.0 0.0 true true 0 (160 Threads)]
  24.657 +] -46.7 MRshow
  24.658 +LT6
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  24.664 +% End plot #2
  24.665 +% Begin plot #3
  24.666 +stroke
  24.667 +LT7
  24.668 +LC1 setrgbcolor
  24.669 +LCb setrgbcolor
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  24.671 +[ [(Helvetica) 140.0 0.0 true true 0 (320 Threads)]
  24.672 +] -46.7 MRshow
  24.673 +LT7
  24.674 +LC1 setrgbcolor
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  24.682 +% Begin plot #4
  24.683 +stroke
  24.684 +LT8
  24.685 +LCb setrgbcolor
  24.686 +3711 2322 M
  24.687 +[ [(Helvetica) 140.0 0.0 true true 0 (640 Threads)]
  24.688 +] -46.7 MRshow
  24.689 +LT8
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   26.57 +%  /Keywords ()
   26.58 +  /CreationDate (Thu Jan 26 18:25:10 2012)
   26.59 +  /DOCINFO pdfmark
   26.60 +end
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   26.68 +%
   26.69 +% Gnuplot Prolog Version 4.4 (August 2010)
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   26.78 +/Z {closepath} bind def
   26.79 +/C {setrgbcolor} bind def
   26.80 +/f {rlineto fill} bind def
   26.81 +/g {setgray} bind def
   26.82 +/Gshow {show} def   % May be redefined later in the file to support UTF-8
   26.83 +/vpt2 vpt 2 mul def
   26.84 +/hpt2 hpt 2 mul def
   26.85 +/Lshow {currentpoint stroke M 0 vshift R 
   26.86 +	Blacktext {gsave 0 setgray show grestore} {show} ifelse} def
   26.87 +/Rshow {currentpoint stroke M dup stringwidth pop neg vshift R
   26.88 +	Blacktext {gsave 0 setgray show grestore} {show} ifelse} def
   26.89 +/Cshow {currentpoint stroke M dup stringwidth pop -2 div vshift R 
   26.90 +	Blacktext {gsave 0 setgray show grestore} {show} ifelse} def
   26.91 +/UP {dup vpt_ mul /vpt exch def hpt_ mul /hpt exch def
   26.92 +  /hpt2 hpt 2 mul def /vpt2 vpt 2 mul def} def
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  26.100 +	dup 1 lt {pop 1} if 10 mul /udl exch def} def
  26.101 +/PL {stroke userlinewidth setlinewidth
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  26.103 +3.8 setmiterlimit
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  26.132 +  hpt neg vpt neg V hpt vpt neg V
  26.133 +  hpt vpt V hpt neg vpt V closepath stroke
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  26.136 +  currentpoint stroke M
  26.137 +  hpt neg vpt neg R hpt2 0 V stroke
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  26.139 +/Box {stroke [] 0 setdash 2 copy exch hpt sub exch vpt add M
  26.140 +  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  26.141 +  hpt2 neg 0 V closepath stroke
  26.142 +  Pnt} def
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  26.144 +  hpt2 vpt2 neg V currentpoint stroke M
  26.145 +  hpt2 neg 0 R hpt2 vpt2 V stroke} def
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  26.147 +  hpt neg vpt -1.62 mul V
  26.148 +  hpt 2 mul 0 V
  26.149 +  hpt neg vpt 1.62 mul V closepath stroke
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  26.153 +  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  26.154 +  hpt2 neg 0 V closepath fill} def
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  26.156 +  hpt neg vpt -1.62 mul V
  26.157 +  hpt 2 mul 0 V
  26.158 +  hpt neg vpt 1.62 mul V closepath fill} def
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  26.160 +  hpt neg vpt 1.62 mul V
  26.161 +  hpt 2 mul 0 V
  26.162 +  hpt neg vpt -1.62 mul V closepath stroke
  26.163 +  Pnt} def
  26.164 +/TriDF {stroke [] 0 setdash vpt 1.12 mul sub M
  26.165 +  hpt neg vpt 1.62 mul V
  26.166 +  hpt 2 mul 0 V
  26.167 +  hpt neg vpt -1.62 mul V closepath fill} def
  26.168 +/DiaF {stroke [] 0 setdash vpt add M
  26.169 +  hpt neg vpt neg V hpt vpt neg V
  26.170 +  hpt vpt V hpt neg vpt V closepath fill} def
  26.171 +/Pent {stroke [] 0 setdash 2 copy gsave
  26.172 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  26.173 +  closepath stroke grestore Pnt} def
  26.174 +/PentF {stroke [] 0 setdash gsave
  26.175 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  26.176 +  closepath fill grestore} def
  26.177 +/Circle {stroke [] 0 setdash 2 copy
  26.178 +  hpt 0 360 arc stroke Pnt} def
  26.179 +/CircleF {stroke [] 0 setdash hpt 0 360 arc fill} def
  26.180 +/C0 {BL [] 0 setdash 2 copy moveto vpt 90 450 arc} bind def
  26.181 +/C1 {BL [] 0 setdash 2 copy moveto
  26.182 +	2 copy vpt 0 90 arc closepath fill
  26.183 +	vpt 0 360 arc closepath} bind def
  26.184 +/C2 {BL [] 0 setdash 2 copy moveto
  26.185 +	2 copy vpt 90 180 arc closepath fill
  26.186 +	vpt 0 360 arc closepath} bind def
  26.187 +/C3 {BL [] 0 setdash 2 copy moveto
  26.188 +	2 copy vpt 0 180 arc closepath fill
  26.189 +	vpt 0 360 arc closepath} bind def
  26.190 +/C4 {BL [] 0 setdash 2 copy moveto
  26.191 +	2 copy vpt 180 270 arc closepath fill
  26.192 +	vpt 0 360 arc closepath} bind def
  26.193 +/C5 {BL [] 0 setdash 2 copy moveto
  26.194 +	2 copy vpt 0 90 arc
  26.195 +	2 copy moveto
  26.196 +	2 copy vpt 180 270 arc closepath fill
  26.197 +	vpt 0 360 arc} bind def
  26.198 +/C6 {BL [] 0 setdash 2 copy moveto
  26.199 +	2 copy vpt 90 270 arc closepath fill
  26.200 +	vpt 0 360 arc closepath} bind def
  26.201 +/C7 {BL [] 0 setdash 2 copy moveto
  26.202 +	2 copy vpt 0 270 arc closepath fill
  26.203 +	vpt 0 360 arc closepath} bind def
  26.204 +/C8 {BL [] 0 setdash 2 copy moveto
  26.205 +	2 copy vpt 270 360 arc closepath fill
  26.206 +	vpt 0 360 arc closepath} bind def
  26.207 +/C9 {BL [] 0 setdash 2 copy moveto
  26.208 +	2 copy vpt 270 450 arc closepath fill
  26.209 +	vpt 0 360 arc closepath} bind def
  26.210 +/C10 {BL [] 0 setdash 2 copy 2 copy moveto vpt 270 360 arc closepath fill
  26.211 +	2 copy moveto
  26.212 +	2 copy vpt 90 180 arc closepath fill
  26.213 +	vpt 0 360 arc closepath} bind def
  26.214 +/C11 {BL [] 0 setdash 2 copy moveto
  26.215 +	2 copy vpt 0 180 arc closepath fill
  26.216 +	2 copy moveto
  26.217 +	2 copy vpt 270 360 arc closepath fill
  26.218 +	vpt 0 360 arc closepath} bind def
  26.219 +/C12 {BL [] 0 setdash 2 copy moveto
  26.220 +	2 copy vpt 180 360 arc closepath fill
  26.221 +	vpt 0 360 arc closepath} bind def
  26.222 +/C13 {BL [] 0 setdash 2 copy moveto
  26.223 +	2 copy vpt 0 90 arc closepath fill
  26.224 +	2 copy moveto
  26.225 +	2 copy vpt 180 360 arc closepath fill
  26.226 +	vpt 0 360 arc closepath} bind def
  26.227 +/C14 {BL [] 0 setdash 2 copy moveto
  26.228 +	2 copy vpt 90 360 arc closepath fill
  26.229 +	vpt 0 360 arc} bind def
  26.230 +/C15 {BL [] 0 setdash 2 copy vpt 0 360 arc closepath fill
  26.231 +	vpt 0 360 arc closepath} bind def
  26.232 +/Rec {newpath 4 2 roll moveto 1 index 0 rlineto 0 exch rlineto
  26.233 +	neg 0 rlineto closepath} bind def
  26.234 +/Square {dup Rec} bind def
  26.235 +/Bsquare {vpt sub exch vpt sub exch vpt2 Square} bind def
  26.236 +/S0 {BL [] 0 setdash 2 copy moveto 0 vpt rlineto BL Bsquare} bind def
  26.237 +/S1 {BL [] 0 setdash 2 copy vpt Square fill Bsquare} bind def
  26.238 +/S2 {BL [] 0 setdash 2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  26.239 +/S3 {BL [] 0 setdash 2 copy exch vpt sub exch vpt2 vpt Rec fill Bsquare} bind def
  26.240 +/S4 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  26.241 +/S5 {BL [] 0 setdash 2 copy 2 copy vpt Square fill
  26.242 +	exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  26.243 +/S6 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill Bsquare} bind def
  26.244 +/S7 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill
  26.245 +	2 copy vpt Square fill Bsquare} bind def
  26.246 +/S8 {BL [] 0 setdash 2 copy vpt sub vpt Square fill Bsquare} bind def
  26.247 +/S9 {BL [] 0 setdash 2 copy vpt sub vpt vpt2 Rec fill Bsquare} bind def
  26.248 +/S10 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt Square fill
  26.249 +	Bsquare} bind def
  26.250 +/S11 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt2 vpt Rec fill
  26.251 +	Bsquare} bind def
  26.252 +/S12 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill Bsquare} bind def
  26.253 +/S13 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  26.254 +	2 copy vpt Square fill Bsquare} bind def
  26.255 +/S14 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  26.256 +	2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  26.257 +/S15 {BL [] 0 setdash 2 copy Bsquare fill Bsquare} bind def
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  26.260 +/D2 {gsave translate 45 rotate 0 0 S2 stroke grestore} bind def
  26.261 +/D3 {gsave translate 45 rotate 0 0 S3 stroke grestore} bind def
  26.262 +/D4 {gsave translate 45 rotate 0 0 S4 stroke grestore} bind def
  26.263 +/D5 {gsave translate 45 rotate 0 0 S5 stroke grestore} bind def
  26.264 +/D6 {gsave translate 45 rotate 0 0 S6 stroke grestore} bind def
  26.265 +/D7 {gsave translate 45 rotate 0 0 S7 stroke grestore} bind def
  26.266 +/D8 {gsave translate 45 rotate 0 0 S8 stroke grestore} bind def
  26.267 +/D9 {gsave translate 45 rotate 0 0 S9 stroke grestore} bind def
  26.268 +/D10 {gsave translate 45 rotate 0 0 S10 stroke grestore} bind def
  26.269 +/D11 {gsave translate 45 rotate 0 0 S11 stroke grestore} bind def
  26.270 +/D12 {gsave translate 45 rotate 0 0 S12 stroke grestore} bind def
  26.271 +/D13 {gsave translate 45 rotate 0 0 S13 stroke grestore} bind def
  26.272 +/D14 {gsave translate 45 rotate 0 0 S14 stroke grestore} bind def
  26.273 +/D15 {gsave translate 45 rotate 0 0 S15 stroke grestore} bind def
  26.274 +/DiaE {stroke [] 0 setdash vpt add M
  26.275 +  hpt neg vpt neg V hpt vpt neg V
  26.276 +  hpt vpt V hpt neg vpt V closepath stroke} def
  26.277 +/BoxE {stroke [] 0 setdash exch hpt sub exch vpt add M
  26.278 +  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  26.279 +  hpt2 neg 0 V closepath stroke} def
  26.280 +/TriUE {stroke [] 0 setdash vpt 1.12 mul add M
  26.281 +  hpt neg vpt -1.62 mul V
  26.282 +  hpt 2 mul 0 V
  26.283 +  hpt neg vpt 1.62 mul V closepath stroke} def
  26.284 +/TriDE {stroke [] 0 setdash vpt 1.12 mul sub M
  26.285 +  hpt neg vpt 1.62 mul V
  26.286 +  hpt 2 mul 0 V
  26.287 +  hpt neg vpt -1.62 mul V closepath stroke} def
  26.288 +/PentE {stroke [] 0 setdash gsave
  26.289 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  26.290 +  closepath stroke grestore} def
  26.291 +/CircE {stroke [] 0 setdash 
  26.292 +  hpt 0 360 arc stroke} def
  26.293 +/Opaque {gsave closepath 1 setgray fill grestore 0 setgray closepath} def
  26.294 +/DiaW {stroke [] 0 setdash vpt add M
  26.295 +  hpt neg vpt neg V hpt vpt neg V
  26.296 +  hpt vpt V hpt neg vpt V Opaque stroke} def
  26.297 +/BoxW {stroke [] 0 setdash exch hpt sub exch vpt add M
  26.298 +  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  26.299 +  hpt2 neg 0 V Opaque stroke} def
  26.300 +/TriUW {stroke [] 0 setdash vpt 1.12 mul add M
  26.301 +  hpt neg vpt -1.62 mul V
  26.302 +  hpt 2 mul 0 V
  26.303 +  hpt neg vpt 1.62 mul V Opaque stroke} def
  26.304 +/TriDW {stroke [] 0 setdash vpt 1.12 mul sub M
  26.305 +  hpt neg vpt 1.62 mul V
  26.306 +  hpt 2 mul 0 V
  26.307 +  hpt neg vpt -1.62 mul V Opaque stroke} def
  26.308 +/PentW {stroke [] 0 setdash gsave
  26.309 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  26.310 +  Opaque stroke grestore} def
  26.311 +/CircW {stroke [] 0 setdash 
  26.312 +  hpt 0 360 arc Opaque stroke} def
  26.313 +/BoxFill {gsave Rec 1 setgray fill grestore} def
  26.314 +/Density {
  26.315 +  /Fillden exch def
  26.316 +  currentrgbcolor
  26.317 +  /ColB exch def /ColG exch def /ColR exch def
  26.318 +  /ColR ColR Fillden mul Fillden sub 1 add def
  26.319 +  /ColG ColG Fillden mul Fillden sub 1 add def
  26.320 +  /ColB ColB Fillden mul Fillden sub 1 add def
  26.321 +  ColR ColG ColB setrgbcolor} def
  26.322 +/BoxColFill {gsave Rec PolyFill} def
  26.323 +/PolyFill {gsave Density fill grestore grestore} def
  26.324 +/h {rlineto rlineto rlineto gsave closepath fill grestore} bind def
  26.325 +%
  26.326 +% PostScript Level 1 Pattern Fill routine for rectangles
  26.327 +% Usage: x y w h s a XX PatternFill
  26.328 +%	x,y = lower left corner of box to be filled
  26.329 +%	w,h = width and height of box
  26.330 +%	  a = angle in degrees between lines and x-axis
  26.331 +%	 XX = 0/1 for no/yes cross-hatch
  26.332 +%
  26.333 +/PatternFill {gsave /PFa [ 9 2 roll ] def
  26.334 +  PFa 0 get PFa 2 get 2 div add PFa 1 get PFa 3 get 2 div add translate
  26.335 +  PFa 2 get -2 div PFa 3 get -2 div PFa 2 get PFa 3 get Rec
  26.336 +  gsave 1 setgray fill grestore clip
  26.337 +  currentlinewidth 0.5 mul setlinewidth
  26.338 +  /PFs PFa 2 get dup mul PFa 3 get dup mul add sqrt def
  26.339 +  0 0 M PFa 5 get rotate PFs -2 div dup translate
  26.340 +  0 1 PFs PFa 4 get div 1 add floor cvi
  26.341 +	{PFa 4 get mul 0 M 0 PFs V} for
  26.342 +  0 PFa 6 get ne {
  26.343 +	0 1 PFs PFa 4 get div 1 add floor cvi
  26.344 +	{PFa 4 get mul 0 2 1 roll M PFs 0 V} for
  26.345 + } if
  26.346 +  stroke grestore} def
  26.347 +%
  26.348 +/languagelevel where
  26.349 + {pop languagelevel} {1} ifelse
  26.350 + 2 lt
  26.351 +	{/InterpretLevel1 true def}
  26.352 +	{/InterpretLevel1 Level1 def}
  26.353 + ifelse
  26.354 +%
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  26.356 +%
  26.357 +/Level2PatternFill {
  26.358 +/Tile8x8 {/PaintType 2 /PatternType 1 /TilingType 1 /BBox [0 0 8 8] /XStep 8 /YStep 8}
  26.359 +	bind def
  26.360 +/KeepColor {currentrgbcolor [/Pattern /DeviceRGB] setcolorspace} bind def
  26.361 +<< Tile8x8
  26.362 + /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke} 
  26.363 +>> matrix makepattern
  26.364 +/Pat1 exch def
  26.365 +<< Tile8x8
  26.366 + /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke
  26.367 +	0 4 M 4 8 L 8 4 L 4 0 L 0 4 L stroke}
  26.368 +>> matrix makepattern
  26.369 +/Pat2 exch def
  26.370 +<< Tile8x8
  26.371 + /PaintProc {0.5 setlinewidth pop 0 0 M 0 8 L
  26.372 +	8 8 L 8 0 L 0 0 L fill}
  26.373 +>> matrix makepattern
  26.374 +/Pat3 exch def
  26.375 +<< Tile8x8
  26.376 + /PaintProc {0.5 setlinewidth pop -4 8 M 8 -4 L
  26.377 +	0 12 M 12 0 L stroke}
  26.378 +>> matrix makepattern
  26.379 +/Pat4 exch def
  26.380 +<< Tile8x8
  26.381 + /PaintProc {0.5 setlinewidth pop -4 0 M 8 12 L
  26.382 +	0 -4 M 12 8 L stroke}
  26.383 +>> matrix makepattern
  26.384 +/Pat5 exch def
  26.385 +<< Tile8x8
  26.386 + /PaintProc {0.5 setlinewidth pop -2 8 M 4 -4 L
  26.387 +	0 12 M 8 -4 L 4 12 M 10 0 L stroke}
  26.388 +>> matrix makepattern
  26.389 +/Pat6 exch def
  26.390 +<< Tile8x8
  26.391 + /PaintProc {0.5 setlinewidth pop -2 0 M 4 12 L
  26.392 +	0 -4 M 8 12 L 4 -4 M 10 8 L stroke}
  26.393 +>> matrix makepattern
  26.394 +/Pat7 exch def
  26.395 +<< Tile8x8
  26.396 + /PaintProc {0.5 setlinewidth pop 8 -2 M -4 4 L
  26.397 +	12 0 M -4 8 L 12 4 M 0 10 L stroke}
  26.398 +>> matrix makepattern
  26.399 +/Pat8 exch def
  26.400 +<< Tile8x8
  26.401 + /PaintProc {0.5 setlinewidth pop 0 -2 M 12 4 L
  26.402 +	-4 0 M 12 8 L -4 4 M 8 10 L stroke}
  26.403 +>> matrix makepattern
  26.404 +/Pat9 exch def
  26.405 +/Pattern1 {PatternBgnd KeepColor Pat1 setpattern} bind def
  26.406 +/Pattern2 {PatternBgnd KeepColor Pat2 setpattern} bind def
  26.407 +/Pattern3 {PatternBgnd KeepColor Pat3 setpattern} bind def
  26.408 +/Pattern4 {PatternBgnd KeepColor Landscape {Pat5} {Pat4} ifelse setpattern} bind def
  26.409 +/Pattern5 {PatternBgnd KeepColor Landscape {Pat4} {Pat5} ifelse setpattern} bind def
  26.410 +/Pattern6 {PatternBgnd KeepColor Landscape {Pat9} {Pat6} ifelse setpattern} bind def
  26.411 +/Pattern7 {PatternBgnd KeepColor Landscape {Pat8} {Pat7} ifelse setpattern} bind def
  26.412 +} def
  26.413 +%
  26.414 +%
  26.415 +%End of PostScript Level 2 code
  26.416 +%
  26.417 +/PatternBgnd {
  26.418 +  TransparentPatterns {} {gsave 1 setgray fill grestore} ifelse
  26.419 +} def
  26.420 +%
  26.421 +% Substitute for Level 2 pattern fill codes with
  26.422 +% grayscale if Level 2 support is not selected.
  26.423 +%
  26.424 +/Level1PatternFill {
  26.425 +/Pattern1 {0.250 Density} bind def
  26.426 +/Pattern2 {0.500 Density} bind def
  26.427 +/Pattern3 {0.750 Density} bind def
  26.428 +/Pattern4 {0.125 Density} bind def
  26.429 +/Pattern5 {0.375 Density} bind def
  26.430 +/Pattern6 {0.625 Density} bind def
  26.431 +/Pattern7 {0.875 Density} bind def
  26.432 +} def
  26.433 +%
  26.434 +% Now test for support of Level 2 code
  26.435 +%
  26.436 +Level1 {Level1PatternFill} {Level2PatternFill} ifelse
  26.437 +%
  26.438 +/Symbol-Oblique /Symbol findfont [1 0 .167 1 0 0] makefont
  26.439 +dup length dict begin {1 index /FID eq {pop pop} {def} ifelse} forall
  26.440 +currentdict end definefont pop
  26.441 +/MFshow {
  26.442 +   { dup 5 get 3 ge
  26.443 +     { 5 get 3 eq {gsave} {grestore} ifelse }
  26.444 +     {dup dup 0 get findfont exch 1 get scalefont setfont
  26.445 +     [ currentpoint ] exch dup 2 get 0 exch R dup 5 get 2 ne {dup dup 6
  26.446 +     get exch 4 get {Gshow} {stringwidth pop 0 R} ifelse }if dup 5 get 0 eq
  26.447 +     {dup 3 get {2 get neg 0 exch R pop} {pop aload pop M} ifelse} {dup 5
  26.448 +     get 1 eq {dup 2 get exch dup 3 get exch 6 get stringwidth pop -2 div
  26.449 +     dup 0 R} {dup 6 get stringwidth pop -2 div 0 R 6 get
  26.450 +     show 2 index {aload pop M neg 3 -1 roll neg R pop pop} {pop pop pop
  26.451 +     pop aload pop M} ifelse }ifelse }ifelse }
  26.452 +     ifelse }
  26.453 +   forall} def
  26.454 +/Gswidth {dup type /stringtype eq {stringwidth} {pop (n) stringwidth} ifelse} def
  26.455 +/MFwidth {0 exch { dup 5 get 3 ge { 5 get 3 eq { 0 } { pop } ifelse }
  26.456 + {dup 3 get{dup dup 0 get findfont exch 1 get scalefont setfont
  26.457 +     6 get Gswidth pop add} {pop} ifelse} ifelse} forall} def
  26.458 +/MLshow { currentpoint stroke M
  26.459 +  0 exch R
  26.460 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  26.461 +/MRshow { currentpoint stroke M
  26.462 +  exch dup MFwidth neg 3 -1 roll R
  26.463 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
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  27.212 +	2 copy vpt 90 180 arc closepath fill
  27.213 +	vpt 0 360 arc closepath} bind def
  27.214 +/C11 {BL [] 0 setdash 2 copy moveto
  27.215 +	2 copy vpt 0 180 arc closepath fill
  27.216 +	2 copy moveto
  27.217 +	2 copy vpt 270 360 arc closepath fill
  27.218 +	vpt 0 360 arc closepath} bind def
  27.219 +/C12 {BL [] 0 setdash 2 copy moveto
  27.220 +	2 copy vpt 180 360 arc closepath fill
  27.221 +	vpt 0 360 arc closepath} bind def
  27.222 +/C13 {BL [] 0 setdash 2 copy moveto
  27.223 +	2 copy vpt 0 90 arc closepath fill
  27.224 +	2 copy moveto
  27.225 +	2 copy vpt 180 360 arc closepath fill
  27.226 +	vpt 0 360 arc closepath} bind def
  27.227 +/C14 {BL [] 0 setdash 2 copy moveto
  27.228 +	2 copy vpt 90 360 arc closepath fill
  27.229 +	vpt 0 360 arc} bind def
  27.230 +/C15 {BL [] 0 setdash 2 copy vpt 0 360 arc closepath fill
  27.231 +	vpt 0 360 arc closepath} bind def
  27.232 +/Rec {newpath 4 2 roll moveto 1 index 0 rlineto 0 exch rlineto
  27.233 +	neg 0 rlineto closepath} bind def
  27.234 +/Square {dup Rec} bind def
  27.235 +/Bsquare {vpt sub exch vpt sub exch vpt2 Square} bind def
  27.236 +/S0 {BL [] 0 setdash 2 copy moveto 0 vpt rlineto BL Bsquare} bind def
  27.237 +/S1 {BL [] 0 setdash 2 copy vpt Square fill Bsquare} bind def
  27.238 +/S2 {BL [] 0 setdash 2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  27.239 +/S3 {BL [] 0 setdash 2 copy exch vpt sub exch vpt2 vpt Rec fill Bsquare} bind def
  27.240 +/S4 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  27.241 +/S5 {BL [] 0 setdash 2 copy 2 copy vpt Square fill
  27.242 +	exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  27.243 +/S6 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill Bsquare} bind def
  27.244 +/S7 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill
  27.245 +	2 copy vpt Square fill Bsquare} bind def
  27.246 +/S8 {BL [] 0 setdash 2 copy vpt sub vpt Square fill Bsquare} bind def
  27.247 +/S9 {BL [] 0 setdash 2 copy vpt sub vpt vpt2 Rec fill Bsquare} bind def
  27.248 +/S10 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt Square fill
  27.249 +	Bsquare} bind def
  27.250 +/S11 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt2 vpt Rec fill
  27.251 +	Bsquare} bind def
  27.252 +/S12 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill Bsquare} bind def
  27.253 +/S13 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  27.254 +	2 copy vpt Square fill Bsquare} bind def
  27.255 +/S14 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  27.256 +	2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  27.257 +/S15 {BL [] 0 setdash 2 copy Bsquare fill Bsquare} bind def
  27.258 +/D0 {gsave translate 45 rotate 0 0 S0 stroke grestore} bind def
  27.259 +/D1 {gsave translate 45 rotate 0 0 S1 stroke grestore} bind def
  27.260 +/D2 {gsave translate 45 rotate 0 0 S2 stroke grestore} bind def
  27.261 +/D3 {gsave translate 45 rotate 0 0 S3 stroke grestore} bind def
  27.262 +/D4 {gsave translate 45 rotate 0 0 S4 stroke grestore} bind def
  27.263 +/D5 {gsave translate 45 rotate 0 0 S5 stroke grestore} bind def
  27.264 +/D6 {gsave translate 45 rotate 0 0 S6 stroke grestore} bind def
  27.265 +/D7 {gsave translate 45 rotate 0 0 S7 stroke grestore} bind def
  27.266 +/D8 {gsave translate 45 rotate 0 0 S8 stroke grestore} bind def
  27.267 +/D9 {gsave translate 45 rotate 0 0 S9 stroke grestore} bind def
  27.268 +/D10 {gsave translate 45 rotate 0 0 S10 stroke grestore} bind def
  27.269 +/D11 {gsave translate 45 rotate 0 0 S11 stroke grestore} bind def
  27.270 +/D12 {gsave translate 45 rotate 0 0 S12 stroke grestore} bind def
  27.271 +/D13 {gsave translate 45 rotate 0 0 S13 stroke grestore} bind def
  27.272 +/D14 {gsave translate 45 rotate 0 0 S14 stroke grestore} bind def
  27.273 +/D15 {gsave translate 45 rotate 0 0 S15 stroke grestore} bind def
  27.274 +/DiaE {stroke [] 0 setdash vpt add M
  27.275 +  hpt neg vpt neg V hpt vpt neg V
  27.276 +  hpt vpt V hpt neg vpt V closepath stroke} def
  27.277 +/BoxE {stroke [] 0 setdash exch hpt sub exch vpt add M
  27.278 +  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  27.279 +  hpt2 neg 0 V closepath stroke} def
  27.280 +/TriUE {stroke [] 0 setdash vpt 1.12 mul add M
  27.281 +  hpt neg vpt -1.62 mul V
  27.282 +  hpt 2 mul 0 V
  27.283 +  hpt neg vpt 1.62 mul V closepath stroke} def
  27.284 +/TriDE {stroke [] 0 setdash vpt 1.12 mul sub M
  27.285 +  hpt neg vpt 1.62 mul V
  27.286 +  hpt 2 mul 0 V
  27.287 +  hpt neg vpt -1.62 mul V closepath stroke} def
  27.288 +/PentE {stroke [] 0 setdash gsave
  27.289 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  27.290 +  closepath stroke grestore} def
  27.291 +/CircE {stroke [] 0 setdash 
  27.292 +  hpt 0 360 arc stroke} def
  27.293 +/Opaque {gsave closepath 1 setgray fill grestore 0 setgray closepath} def
  27.294 +/DiaW {stroke [] 0 setdash vpt add M
  27.295 +  hpt neg vpt neg V hpt vpt neg V
  27.296 +  hpt vpt V hpt neg vpt V Opaque stroke} def
  27.297 +/BoxW {stroke [] 0 setdash exch hpt sub exch vpt add M
  27.298 +  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  27.299 +  hpt2 neg 0 V Opaque stroke} def
  27.300 +/TriUW {stroke [] 0 setdash vpt 1.12 mul add M
  27.301 +  hpt neg vpt -1.62 mul V
  27.302 +  hpt 2 mul 0 V
  27.303 +  hpt neg vpt 1.62 mul V Opaque stroke} def
  27.304 +/TriDW {stroke [] 0 setdash vpt 1.12 mul sub M
  27.305 +  hpt neg vpt 1.62 mul V
  27.306 +  hpt 2 mul 0 V
  27.307 +  hpt neg vpt -1.62 mul V Opaque stroke} def
  27.308 +/PentW {stroke [] 0 setdash gsave
  27.309 +  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  27.310 +  Opaque stroke grestore} def
  27.311 +/CircW {stroke [] 0 setdash 
  27.312 +  hpt 0 360 arc Opaque stroke} def
  27.313 +/BoxFill {gsave Rec 1 setgray fill grestore} def
  27.314 +/Density {
  27.315 +  /Fillden exch def
  27.316 +  currentrgbcolor
  27.317 +  /ColB exch def /ColG exch def /ColR exch def
  27.318 +  /ColR ColR Fillden mul Fillden sub 1 add def
  27.319 +  /ColG ColG Fillden mul Fillden sub 1 add def
  27.320 +  /ColB ColB Fillden mul Fillden sub 1 add def
  27.321 +  ColR ColG ColB setrgbcolor} def
  27.322 +/BoxColFill {gsave Rec PolyFill} def
  27.323 +/PolyFill {gsave Density fill grestore grestore} def
  27.324 +/h {rlineto rlineto rlineto gsave closepath fill grestore} bind def
  27.325 +%
  27.326 +% PostScript Level 1 Pattern Fill routine for rectangles
  27.327 +% Usage: x y w h s a XX PatternFill
  27.328 +%	x,y = lower left corner of box to be filled
  27.329 +%	w,h = width and height of box
  27.330 +%	  a = angle in degrees between lines and x-axis
  27.331 +%	 XX = 0/1 for no/yes cross-hatch
  27.332 +%
  27.333 +/PatternFill {gsave /PFa [ 9 2 roll ] def
  27.334 +  PFa 0 get PFa 2 get 2 div add PFa 1 get PFa 3 get 2 div add translate
  27.335 +  PFa 2 get -2 div PFa 3 get -2 div PFa 2 get PFa 3 get Rec
  27.336 +  gsave 1 setgray fill grestore clip
  27.337 +  currentlinewidth 0.5 mul setlinewidth
  27.338 +  /PFs PFa 2 get dup mul PFa 3 get dup mul add sqrt def
  27.339 +  0 0 M PFa 5 get rotate PFs -2 div dup translate
  27.340 +  0 1 PFs PFa 4 get div 1 add floor cvi
  27.341 +	{PFa 4 get mul 0 M 0 PFs V} for
  27.342 +  0 PFa 6 get ne {
  27.343 +	0 1 PFs PFa 4 get div 1 add floor cvi
  27.344 +	{PFa 4 get mul 0 2 1 roll M PFs 0 V} for
  27.345 + } if
  27.346 +  stroke grestore} def
  27.347 +%
  27.348 +/languagelevel where
  27.349 + {pop languagelevel} {1} ifelse
  27.350 + 2 lt
  27.351 +	{/InterpretLevel1 true def}
  27.352 +	{/InterpretLevel1 Level1 def}
  27.353 + ifelse
  27.354 +%
  27.355 +% PostScript level 2 pattern fill definitions
  27.356 +%
  27.357 +/Level2PatternFill {
  27.358 +/Tile8x8 {/PaintType 2 /PatternType 1 /TilingType 1 /BBox [0 0 8 8] /XStep 8 /YStep 8}
  27.359 +	bind def
  27.360 +/KeepColor {currentrgbcolor [/Pattern /DeviceRGB] setcolorspace} bind def
  27.361 +<< Tile8x8
  27.362 + /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke} 
  27.363 +>> matrix makepattern
  27.364 +/Pat1 exch def
  27.365 +<< Tile8x8
  27.366 + /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke
  27.367 +	0 4 M 4 8 L 8 4 L 4 0 L 0 4 L stroke}
  27.368 +>> matrix makepattern
  27.369 +/Pat2 exch def
  27.370 +<< Tile8x8
  27.371 + /PaintProc {0.5 setlinewidth pop 0 0 M 0 8 L
  27.372 +	8 8 L 8 0 L 0 0 L fill}
  27.373 +>> matrix makepattern
  27.374 +/Pat3 exch def
  27.375 +<< Tile8x8
  27.376 + /PaintProc {0.5 setlinewidth pop -4 8 M 8 -4 L
  27.377 +	0 12 M 12 0 L stroke}
  27.378 +>> matrix makepattern
  27.379 +/Pat4 exch def
  27.380 +<< Tile8x8
  27.381 + /PaintProc {0.5 setlinewidth pop -4 0 M 8 12 L
  27.382 +	0 -4 M 12 8 L stroke}
  27.383 +>> matrix makepattern
  27.384 +/Pat5 exch def
  27.385 +<< Tile8x8
  27.386 + /PaintProc {0.5 setlinewidth pop -2 8 M 4 -4 L
  27.387 +	0 12 M 8 -4 L 4 12 M 10 0 L stroke}
  27.388 +>> matrix makepattern
  27.389 +/Pat6 exch def
  27.390 +<< Tile8x8
  27.391 + /PaintProc {0.5 setlinewidth pop -2 0 M 4 12 L
  27.392 +	0 -4 M 8 12 L 4 -4 M 10 8 L stroke}
  27.393 +>> matrix makepattern
  27.394 +/Pat7 exch def
  27.395 +<< Tile8x8
  27.396 + /PaintProc {0.5 setlinewidth pop 8 -2 M -4 4 L
  27.397 +	12 0 M -4 8 L 12 4 M 0 10 L stroke}
  27.398 +>> matrix makepattern
  27.399 +/Pat8 exch def
  27.400 +<< Tile8x8
  27.401 + /PaintProc {0.5 setlinewidth pop 0 -2 M 12 4 L
  27.402 +	-4 0 M 12 8 L -4 4 M 8 10 L stroke}
  27.403 +>> matrix makepattern
  27.404 +/Pat9 exch def
  27.405 +/Pattern1 {PatternBgnd KeepColor Pat1 setpattern} bind def
  27.406 +/Pattern2 {PatternBgnd KeepColor Pat2 setpattern} bind def
  27.407 +/Pattern3 {PatternBgnd KeepColor Pat3 setpattern} bind def
  27.408 +/Pattern4 {PatternBgnd KeepColor Landscape {Pat5} {Pat4} ifelse setpattern} bind def
  27.409 +/Pattern5 {PatternBgnd KeepColor Landscape {Pat4} {Pat5} ifelse setpattern} bind def
  27.410 +/Pattern6 {PatternBgnd KeepColor Landscape {Pat9} {Pat6} ifelse setpattern} bind def
  27.411 +/Pattern7 {PatternBgnd KeepColor Landscape {Pat8} {Pat7} ifelse setpattern} bind def
  27.412 +} def
  27.413 +%
  27.414 +%
  27.415 +%End of PostScript Level 2 code
  27.416 +%
  27.417 +/PatternBgnd {
  27.418 +  TransparentPatterns {} {gsave 1 setgray fill grestore} ifelse
  27.419 +} def
  27.420 +%
  27.421 +% Substitute for Level 2 pattern fill codes with
  27.422 +% grayscale if Level 2 support is not selected.
  27.423 +%
  27.424 +/Level1PatternFill {
  27.425 +/Pattern1 {0.250 Density} bind def
  27.426 +/Pattern2 {0.500 Density} bind def
  27.427 +/Pattern3 {0.750 Density} bind def
  27.428 +/Pattern4 {0.125 Density} bind def
  27.429 +/Pattern5 {0.375 Density} bind def
  27.430 +/Pattern6 {0.625 Density} bind def
  27.431 +/Pattern7 {0.875 Density} bind def
  27.432 +} def
  27.433 +%
  27.434 +% Now test for support of Level 2 code
  27.435 +%
  27.436 +Level1 {Level1PatternFill} {Level2PatternFill} ifelse
  27.437 +%
  27.438 +/Symbol-Oblique /Symbol findfont [1 0 .167 1 0 0] makefont
  27.439 +dup length dict begin {1 index /FID eq {pop pop} {def} ifelse} forall
  27.440 +currentdict end definefont pop
  27.441 +/MFshow {
  27.442 +   { dup 5 get 3 ge
  27.443 +     { 5 get 3 eq {gsave} {grestore} ifelse }
  27.444 +     {dup dup 0 get findfont exch 1 get scalefont setfont
  27.445 +     [ currentpoint ] exch dup 2 get 0 exch R dup 5 get 2 ne {dup dup 6
  27.446 +     get exch 4 get {Gshow} {stringwidth pop 0 R} ifelse }if dup 5 get 0 eq
  27.447 +     {dup 3 get {2 get neg 0 exch R pop} {pop aload pop M} ifelse} {dup 5
  27.448 +     get 1 eq {dup 2 get exch dup 3 get exch 6 get stringwidth pop -2 div
  27.449 +     dup 0 R} {dup 6 get stringwidth pop -2 div 0 R 6 get
  27.450 +     show 2 index {aload pop M neg 3 -1 roll neg R pop pop} {pop pop pop
  27.451 +     pop aload pop M} ifelse }ifelse }ifelse }
  27.452 +     ifelse }
  27.453 +   forall} def
  27.454 +/Gswidth {dup type /stringtype eq {stringwidth} {pop (n) stringwidth} ifelse} def
  27.455 +/MFwidth {0 exch { dup 5 get 3 ge { 5 get 3 eq { 0 } { pop } ifelse }
  27.456 + {dup 3 get{dup dup 0 get findfont exch 1 get scalefont setfont
  27.457 +     6 get Gswidth pop add} {pop} ifelse} ifelse} forall} def
  27.458 +/MLshow { currentpoint stroke M
  27.459 +  0 exch R
  27.460 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  27.461 +/MRshow { currentpoint stroke M
  27.462 +  exch dup MFwidth neg 3 -1 roll R
  27.463 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  27.464 +/MCshow { currentpoint stroke M
  27.465 +  exch dup MFwidth -2 div 3 -1 roll R
  27.466 +  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  27.467 +/XYsave    { [( ) 1 2 true false 3 ()] } bind def
  27.468 +/XYrestore { [( ) 1 2 true false 4 ()] } bind def
  27.469 +end
  27.470 +%%EndProlog
  27.471 +%%Page: 1 1
  27.472 +gnudict begin
  27.473 +gsave
  27.474 +doclip
  27.475 +50 50 translate
  27.476 +0.100 0.100 scale
  27.477 +90 rotate
  27.478 +0 -5040 translate
  27.479 +0 setgray
  27.480 +newpath
  27.481 +(Helvetica) findfont 140 scalefont setfont
  27.482 +1.000 UL
  27.483 +LTb
  27.484 +602 448 M
  27.485 +63 0 V
  27.486 +stroke
  27.487 +518 448 M
  27.488 +[ [(Helvetica) 140.0 0.0 true true 0 ( 1)]
  27.489 +] -46.7 MRshow
  27.490 +1.000 UL
  27.491 +LTb
  27.492 +602 715 M
  27.493 +63 0 V
  27.494 +stroke
  27.495 +518 715 M
  27.496 +[ [(Helvetica) 140.0 0.0 true true 0 ( 2)]
  27.497 +] -46.7 MRshow
  27.498 +1.000 UL
  27.499 +LTb
  27.500 +602 983 M
  27.501 +63 0 V
  27.502 +stroke
  27.503 +518 983 M
  27.504 +[ [(Helvetica) 140.0 0.0 true true 0 ( 3)]
  27.505 +] -46.7 MRshow
  27.506 +1.000 UL
  27.507 +LTb
  27.508 +602 1250 M
  27.509 +63 0 V
  27.510 +stroke
  27.511 +518 1250 M
  27.512 +[ [(Helvetica) 140.0 0.0 true true 0 ( 4)]
  27.513 +] -46.7 MRshow
  27.514 +1.000 UL
  27.515 +LTb
  27.516 +602 1518 M
  27.517 +63 0 V
  27.518 +stroke
  27.519 +518 1518 M
  27.520 +[ [(Helvetica) 140.0 0.0 true true 0 ( 5)]
  27.521 +] -46.7 MRshow
  27.522 +1.000 UL
  27.523 +LTb
  27.524 +602 1785 M
  27.525 +63 0 V
  27.526 +stroke
  27.527 +518 1785 M
  27.528 +[ [(Helvetica) 140.0 0.0 true true 0 ( 6)]
  27.529 +] -46.7 MRshow
  27.530 +1.000 UL
  27.531 +LTb
  27.532 +602 2053 M
  27.533 +63 0 V
  27.534 +stroke
  27.535 +518 2053 M
  27.536 +[ [(Helvetica) 140.0 0.0 true true 0 ( 7)]
  27.537 +] -46.7 MRshow
  27.538 +1.000 UL
  27.539 +LTb
  27.540 +602 2320 M
  27.541 +63 0 V
  27.542 +stroke
  27.543 +518 2320 M
  27.544 +[ [(Helvetica) 140.0 0.0 true true 0 ( 8)]
  27.545 +] -46.7 MRshow
  27.546 +1.000 UL
  27.547 +LTb
  27.548 +602 2588 M
  27.549 +63 0 V
  27.550 +stroke
  27.551 +518 2588 M
  27.552 +[ [(Helvetica) 140.0 0.0 true true 0 ( 9)]
  27.553 +] -46.7 MRshow
  27.554 +1.000 UL
  27.555 +LTb
  27.556 +602 2855 M
  27.557 +63 0 V
  27.558 +stroke
  27.559 +518 2855 M
  27.560 +[ [(Helvetica) 140.0 0.0 true true 0 ( 10)]
  27.561 +] -46.7 MRshow
  27.562 +1.000 UL
  27.563 +LTb
  27.564 +602 448 M
  27.565 +0 63 V
  27.566 +stroke
  27.567 +602 308 M
  27.568 +[ [(Helvetica) 140.0 0.0 true true 0 ( 0)]
  27.569 +] -46.7 MCshow
  27.570 +1.000 UL
  27.571 +LTb
  27.572 +1035 448 M
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  27.574 +stroke
  27.575 +1035 308 M
  27.576 +[ [(Helvetica) 140.0 0.0 true true 0 ( 1000)]
  27.577 +] -46.7 MCshow
  27.578 +1.000 UL
  27.579 +LTb
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  27.584 +[ [(Helvetica) 140.0 0.0 true true 0 ( 2000)]
  27.585 +] -46.7 MCshow
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  27.587 +LTb
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  27.592 +[ [(Helvetica) 140.0 0.0 true true 0 ( 3000)]
  27.593 +] -46.7 MCshow
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  27.595 +LTb
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  27.598 +stroke
  27.599 +2335 308 M
  27.600 +[ [(Helvetica) 140.0 0.0 true true 0 ( 4000)]
  27.601 +] -46.7 MCshow
  27.602 +1.000 UL
  27.603 +LTb
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  27.606 +stroke
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  27.608 +[ [(Helvetica) 140.0 0.0 true true 0 ( 5000)]
  27.609 +] -46.7 MCshow
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  27.616 +[ [(Helvetica) 140.0 0.0 true true 0 ( 6000)]
  27.617 +] -46.7 MCshow
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  27.622 +stroke
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  27.624 +[ [(Helvetica) 140.0 0.0 true true 0 ( 7000)]
  27.625 +] -46.7 MCshow
  27.626 +1.000 UL
  27.627 +LTb
  27.628 +4067 448 M
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  27.630 +stroke
  27.631 +4067 308 M
  27.632 +[ [(Helvetica) 140.0 0.0 true true 0 ( 8000)]
  27.633 +] -46.7 MCshow
  27.634 +1.000 UL
  27.635 +LTb
  27.636 +1.000 UL
  27.637 +LTb
  27.638 +602 2855 M
  27.639 +602 448 L
  27.640 +3465 0 V
  27.641 +0 2407 R
  27.642 +-3465 0 R
  27.643 +stroke
  27.644 +LCb setrgbcolor
  27.645 +112 1651 M
  27.646 +currentpoint gsave translate -270 rotate 0 0 moveto
  27.647 +[ [(Helvetica) 140.0 0.0 true true 0 (Ratio of Total Execution to Total Work)]
  27.648 +] -46.7 MCshow
  27.649 +grestore
  27.650 +LTb
  27.651 +LCb setrgbcolor
  27.652 +2334 98 M
  27.653 +[ [(Helvetica) 140.0 0.0 true true 0 (Cycles in one Task)]
  27.654 +] -46.7 MCshow
  27.655 +LTb
  27.656 +1.000 UP
  27.657 +1.000 UL
  27.658 +LTb
  27.659 +% Begin plot #1
  27.660 +3.000 UL
  27.661 +LT1
  27.662 +LCa setrgbcolor
  27.663 +602 715 M
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   28.52 +  /Title (xoanon_pthreads_vthread_40core_80_160_320_640thds__o30000__perfCtrs.meas.eps)
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    29.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
    29.2 +++ b/0__Papers/PStack/HotPar_2012/helpers/07_F_26__The_Questions__blank.txt	Sun Mar 11 09:26:44 2012 -0700
    29.3 @@ -0,0 +1,100 @@
    29.4 +
    29.5 +
    29.6 +1) What are the problems the authors are trying to solve? 
    29.7 +    When done, for each problem, how does one decide the value of a proposed solution?  Suggest a priority domain for deciding whether to use a proposed solution.
    29.8 +
    29.9 +The problem is 
   29.10 +
   29.11 +A priority domain for deciding the value of some proposed solution to this problem is
   29.12 +
   29.13 +The value of this solution is determined by
   29.14 +
   29.15 +
   29.16 +
   29.17 +2) What "things" does the proposed solution to this problem enable?
   29.18 +     What benefit to reader is bought by each "thing", & what related to the "thing", gives the benefit.
   29.19 +     What details are unique about the proposed solution that enables the thing that gives benefit?
   29.20 +     How does that uniqueness enable or achieve the thing?
   29.21 +
   29.22 +It enables
   29.23 +
   29.24 +The benefit to me is
   29.25 +
   29.26 +Unique details of solution that enable the thing gives benefit are 
   29.27 +
   29.28 +The uniqueness enables the thing that gives benefit by
   29.29 +
   29.30 +
   29.31 +
   29.32 +3) What are the fundamentals underlying the problem?  
   29.33 +     What makes this problem hard? 
   29.34 +     What are the basic elements and forces of the problem that the proposed solution has to be in terms of, avoid, use to advantage? ie: gravity, invariant relationships, market forces, human capacity (avg level of real programmers, hubris, legacy is held onto, barriers to adoption), and so on
   29.35 +How does the proposed solution work within/relate to/address/take advantage of/deal with the fundamentals underlying the problem?
   29.36 +
   29.37 +The fundamentals are
   29.38 +
   29.39 +The hard part is
   29.40 +
   29.41 +The basic elements are
   29.42 +
   29.43 +The proposed solution
   29.44 +
   29.45 +
   29.46 +
   29.47 +4) What are other approaches and conventional wisdom to solving these problems?
   29.48 +    What benefits enabled by the proposed solution are not enabled by other work, and vice versa?
   29.49 +    How does each approach address something the others miss?
   29.50 +    Try to suggest groupings or categories for the various approaches.  
   29.51 +    Try to suggest ways multiple approaches may be combined to get more pros with fewer cons.
   29.52 +
   29.53 +Other approaches are
   29.54 +
   29.55 +A benefit enabled by the proposed that is not enabled by other work is
   29.56 +
   29.57 +Categories:
   29.58 +
   29.59 +Combining:
   29.60 +
   29.61 +
   29.62 +
   29.63 +5) What is/are the unique main "things" that enable what the proposed solution does?
   29.64 +    Sketch the details of each of these "things".  
   29.65 +    Did you detect any drawbacks, not stated in the paper, from the details?
   29.66 +    Did you see any really cool techniques?
   29.67 +
   29.68 +Unique main "things" are
   29.69 +
   29.70 +Drawbacks from details:
   29.71 +
   29.72 +Idea of
   29.73 +
   29.74 +
   29.75 +
   29.76 +6) What aspects of the implementation/proof/design need results given in order to convince you that the proposed solution delivers the stated benefits?
   29.77 +
   29.78 +They have to show
   29.79 +
   29.80 +
   29.81 +
   29.82 +7) What results did they show?
   29.83 +       Did they show results in all the needed aspects (which were left out)?
   29.84 +       Were the testing method and results shown good enough to convince you?
   29.85 +       Did you detect any cons, not stated in the paper, from the results?
   29.86 +
   29.87 +They showed 
   29.88 +
   29.89 +Con..  
   29.90 +
   29.91 +
   29.92 +
   29.93 +8) How do you think this work may provide some value to you in your future research?
   29.94 +
   29.95 +The work my provide value for me
   29.96 +
   29.97 +
   29.98 +
   29.99 +3 or more comments/questions:  (pick out the most important things to you from the discussion you gave above, or add things that were not brought out by the above questions.  I am asking for these as things to bring up during class).
  29.100 +
  29.101 +1)
  29.102 +
  29.103 + 
  29.104 \ No newline at end of file
    30.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
    30.2 +++ b/0__Papers/PStack/HotPar_2012/helpers/bib_for_papers.bib	Sun Mar 11 09:26:44 2012 -0700
    30.3 @@ -0,0 +1,1257 @@
    30.4 +
    30.5 +
    30.6 +
    30.7 +""
    30.8 +@Article{,
    30.9 +  author =       {},
   30.10 +  title =        {},
   30.11 +  journal =      {},
   30.12 +  volume =       {},
   30.13 +  number =       {},
   30.14 +  year =         {},
   30.15 +  pages =        {}
   30.16 +}
   30.17 +
   30.18 +
   30.19 +
   30.20 +""
   30.21 +@Book{,
   30.22 +  author = 	     {},
   30.23 +  title = 	     {},
   30.24 +  publisher =    {},
   30.25 +  year =         {},
   30.26 +  pages =        {}
   30.27 +}
   30.28 +
   30.29 +
   30.30 +
   30.31 +""
   30.32 +@misc{,
   30.33 +  author =       {},
   30.34 +  title =        {},
   30.35 +  url =          {}
   30.36 +}
   30.37 +
   30.38 +
   30.39 +"Lamport paper with clock sync"
   30.40 +@article{Lamport78,
   30.41 + author = {Lamport, Leslie},
   30.42 + title = {Time, clocks, and the ordering of events in a distributed system},
   30.43 + journal = {Commun. ACM},
   30.44 + volume = {21},
   30.45 + issue = {7},
   30.46 + year = {1978},
   30.47 + pages = {558--565},
   30.48 + }
   30.49 +
   30.50 +"Lamport paper with mutex lock algorithm"
   30.51 +@article{Lamport87,
   30.52 + author = {Lamport, Leslie},
   30.53 + title = {A fast mutual exclusion algorithm},
   30.54 + journal = {ACM Trans. Comput. Syst.},
   30.55 + volume = {5},
   30.56 + issue = {1},
   30.57 + year = {1987},
   30.58 + pages = {1--11}
   30.59 +}
   30.60 +
   30.61 +"Dijkstra semaphore definition paper"
   30.62 +@inproceedings{Dijkstra67,
   30.63 + author = {Dijkstra, Edsger W.},
   30.64 + title = {The structure of the "{THE}"-multiprogramming system},
   30.65 + booktitle = {Proceedings of the first ACM symposium on Operating System Principles},
   30.66 + series = {SOSP '67},
   30.67 + year = {1967},
   30.68 + pages = {10.1--10.6}
   30.69 + }
   30.70 +
   30.71 +"Original coroutine paper"
   30.72 +@article{Conway63,
   30.73 + author = {Conway, Melvin E.},
   30.74 + title = {Design of a separable transition-diagram compiler},
   30.75 + journal = {Commun. ACM},
   30.76 + volume = {6},
   30.77 + issue = {7},
   30.78 + year = {1963},
   30.79 + pages = {396--408}
   30.80 +}
   30.81 +
   30.82 +"Component model book Leavens G, Sitaraman M(eds.). Foundations of Component-Based Systems. Cambridge University Press: Cambridge, 2000"
   30.83 +@Book{ComponentModel00,
   30.84 +  author = 	     {G Leavens and M Sitaraman (eds)},
   30.85 +  title = 	     {Foundations of Component-Based Systems},
   30.86 +  publisher =    {Cambridge University Press},
   30.87 +  year =         {2000}
   30.88 +}
   30.89 +
   30.90 +
   30.91 +"Hewitt Actors Ref on ArXiv"
   30.92 +@misc{Hewitt10,
   30.93 +  author =       {Carl Hewitt},
   30.94 +  title =        {Actor Model of Computation},
   30.95 +  year =         {2010},
   30.96 +  note =          {http://arxiv.org/abs/1008.1459}
   30.97 +}
   30.98 +
   30.99 +"Actors paper -- AGHA has a 1985 tech report looks like it introduces Actors as an execution model..?"
  30.100 +@article{Actors97,
  30.101 +author = {Agha,G. and Mason,I. and Smith,S. and Talcott,C.},
  30.102 +title = {A foundation for actor computation},
  30.103 +journal = {Journal of Functional Programming},
  30.104 +volume = {7},
  30.105 +number = {01},
  30.106 +pages = {1-72},
  30.107 +year = {1997},
  30.108 +}
  30.109 +
  30.110 +"Scheduler Activations: M onto N thread technique"
  30.111 +@article{SchedActivations,
  30.112 + author = {Anderson, Thomas E. and Bershad, Brian N. and Lazowska, Edward D. and Levy, Henry M.},
  30.113 + title = {Scheduler activations: effective kernel support for the user-level management of parallelism},
  30.114 + journal = {ACM Trans. Comput. Syst.},
  30.115 + volume = {10},
  30.116 + issue = {1},
  30.117 + month = {February},
  30.118 + year = {1992},
  30.119 + pages = {53--79}
  30.120 +} 
  30.121 +
  30.122 +"BOM in Manticore project: functional language for scheduling and concurrency"
  30.123 +@inproceedings{BOMinManticore,
  30.124 + author = {Fluet, Matthew and Rainey, Mike and Reppy, John and Shaw, Adam and Xiao, Yingqi},
  30.125 + title = {Manticore: a heterogeneous parallel language},
  30.126 + booktitle = {Proceedings of the 2007 workshop on Declarative aspects of multicore programming},
  30.127 + series = {DAMP '07},
  30.128 + year = {2007},
  30.129 + pages = {37--44},
  30.130 + numpages = {8}
  30.131 +} 
  30.132 +
  30.133 +
  30.134 +//=====================================
  30.135 +"Gain from Chaos tech report"
  30.136 +@techreport
  30.137 + {Halle92,
  30.138 +    Author = {Halle, K.S. and Chua, Leon O. and Anishchenko, V.S. and Safonova, M.A.},
  30.139 +    Title = {Signal Amplification via Chaos: Experimental Evidence},
  30.140 +    Institution = {EECS Department, University of California, Berkeley},
  30.141 +    Year = {1992},
  30.142 +    URL = {http://www.eecs.berkeley.edu/Pubs/TechRpts/1992/2223.html},
  30.143 +    Number = {UCB/ERL M92/130}
  30.144 +}
  30.145 +
  30.146 +
  30.147 +Reprinted in:
  30.148 +Madan, R. N. (1993) Chua’s Circuit : A Paradigm for Chaos, World Scientific, Singapore.
  30.149 +"Signal Amplification via Chaos: Experimental Evidence"
  30.150 +K.S. Halle, Leon O. Chua, V.S. Anishchenko and M.A. Safonova
  30.151 +pgs 290-308
  30.152 +
  30.153 +
  30.154 +"Spread Spectrum Communication Through Modulation of Chaos"
  30.155 +Halle K.S., Wu C.W., Itoh M., Chua L.O. Spread Spectrum Communication Through Modulation of Chaos. Int. J. of Bifur. and Chaos, (3):469–477. 1993.
  30.156 +cited by 232
  30.157 +
  30.158 +
  30.159 +"Experimental Demonstration of Secure Communications Via Chaotic Synchronization"
  30.160 +Kocarev V, Halle K.S., Eckert K., Chua L.O., Parlitz V. Experimental Demonstration of Secure Communications Via Chaotic Synchronization. Int. J. Bifur. and Chaos, (2):709 713. 1992.
  30.161 +
  30.162 +
  30.163 +//==========================================
  30.164 +
  30.165 +"BLIS 2010 HotPar: Leveraging Semantics Attached to Function Calls to Isolate Applications from Hardware"
  30.166 +@inproceedings
  30.167 + {BLISInHotPar,
  30.168 +    author =    {Sean Halle and Albert Cohen},
  30.169 +    booktitle = {HOTPAR '10: USENIX Workshop on Hot Topics in Parallelism},
  30.170 +    month =     {June},
  30.171 +    title =     {Leveraging Semantics Attached to Function Calls to Isolate Applications from Hardware},
  30.172 +    year =      {2010}
  30.173 + }
  30.174 +
  30.175 +"2011 HotPar: "
  30.176 +@inproceedings
  30.177 + {HotPar11,
  30.178 +    author =    {Sean Halle and Albert Cohen},
  30.179 +    booktitle = {HOTPAR '11: USENIX Workshop on Hot Topics in Parallelism},
  30.180 +    month =     {May},
  30.181 +    title =     {},
  30.182 +    year =      {2011}
  30.183 + }
  30.184 +
  30.185 +"VMS in LCPC 2011"
  30.186 +@article{VMSLCPC,
  30.187 +  author = {Sean Halle and Albert Cohen},
  30.188 +  title = {A Mutable Hardware Abstraction to Replace Threads},
  30.189 +  journal = {24th International Workshop on Languages and Compilers for Parallel Languages (LCPC11)},
  30.190 +  year = {2011} 
  30.191 +}
  30.192 +
  30.193 +
  30.194 +"A Framework to Support Research on Portable High Performance Parallelism"
  30.195 +@misc{FrameworkTechRep,
  30.196 +  Author =       {Halle, Sean and Nadezhkin, Dmitry and Cohen, Albert},
  30.197 +  Note =         {http://www.soe.ucsc.edu/share/technical-reports/2010/ucsc-soe-10-02.pdf},
  30.198 +  Title =        {A Framework to Support Research on Portable High Performance Parallelism},
  30.199 +  Year = 2010
  30.200 +}
  30.201 +
  30.202 +"DKU Pattern for Performance Portable Parallel Software"
  30.203 +@misc{DKUTechRep,
  30.204 +  Author =       {Halle, Sean and Cohen, Albert},
  30.205 +  Note =         {http://www.soe.ucsc.edu/share/technical-reports/2009/ucsc-soe-09-06.pdf},
  30.206 +  Title =        {DKU Pattern for Performance Portable Parallel Software},
  30.207 +  Year = 2009
  30.208 +}
  30.209 +
  30.210 +"An Extensible Parallel Language"
  30.211 +@misc{EQNLangTechRep,
  30.212 +  Author =       {Halle, Sean},
  30.213 +  Note =         {http://www.soe.ucsc.edu/share/technical-reports/2009/ucsc-soe-09-16.pdf},
  30.214 +  Title =        {An Extensible Parallel Language},
  30.215 +  Year = 2009
  30.216 +}
  30.217 +
  30.218 +"A Hardware-Independent Parallel Operating System Abstraction Layer"
  30.219 +@misc{CTOSTechRep,
  30.220 +  Author =       {Halle, Sean},
  30.221 +  Note =         {http://www.soe.ucsc.edu/share/technical-reports/2009/ucsc-soe-09-15.pdf},
  30.222 +  Title =        {A Hardware-Independent Parallel Operating System Abstraction LayerParallelism},
  30.223 +  Year = 2009
  30.224 +}
  30.225 +
  30.226 +"Parallel Language Extensions for Side Effects"
  30.227 +@misc{SideEffectsTechRep,
  30.228 +  Author =       {Halle, Sean and Cohen, Albert},
  30.229 +  Note =         {http://www.soe.ucsc.edu/share/technical-reports/2009/ucsc-soe-09-14.pdf},
  30.230 +  Title =        {Parallel Language Extensions for Side Effects},
  30.231 +  Year = 2009
  30.232 +}
  30.233 +
  30.234 +
  30.235 +"BaCTiL: Base CodeTime Language"
  30.236 +@misc{BaCTiLTechRep,
  30.237 +  Author =       {Halle, Sean},
  30.238 +  Note =         {http://www.soe.ucsc.edu/share/technical-reports/2006/ucsc-crl-06-08.pdf},
  30.239 +  Title =        {BaCTiL: Base CodeTime Language},
  30.240 +  Year = 2006
  30.241 +}
  30.242 +
  30.243 +
  30.244 +"The Elements of the CodeTime Software Platform"
  30.245 +@misc{CTPlatformTechRep,
  30.246 +  Author =       {Halle, Sean},
  30.247 +  Note =         {http://www.soe.ucsc.edu/share/technical-reports/2006/ucsc-crl-06-09.pdf},
  30.248 +  Title =        {The Elements of the CodeTime Software Platform},
  30.249 +  Year = 2006
  30.250 +}
  30.251 +
  30.252 +
  30.253 +"A Scalable and Efficient Peer-to-Peer Run-Time System for a Hardware Independent Software Platform"
  30.254 +@misc{CTRTTechRep,
  30.255 +  Author =       {Halle, Sean},
  30.256 +  Note =         {http://www.soe.ucsc.edu/share/technical-reports/2006/ucsc-crl-06-10.pdf},
  30.257 +  Title =        {A Scalable and Efficient Peer-to-Peer Run-Time System for a Hardware Independent Software Platform},
  30.258 +  Year = 2006
  30.259 +}
  30.260 +
  30.261 +
  30.262 +"The Big-Step Operational Semantics of CodeTime Circuits"
  30.263 +@misc{FrameworkTechRep,
  30.264 +  Author =       {Halle, Sean},
  30.265 +  Note =         {http://www.soe.ucsc.edu/share/technical-reports/2006/ucsc-crl-06-11.pdf},
  30.266 +  Title =        {The Big-Step Operational Semantics of CodeTime Circuits},
  30.267 +  Year = 2006
  30.268 +}
  30.269 +
  30.270 +
  30.271 +"A Mental Framework for use in Creating Hardware Independent Parallel Languages"
  30.272 +@misc{FrameworkTechRep,
  30.273 +  Author =       {Halle, Sean},
  30.274 +  Note =         {http://www.soe.ucsc.edu/share/technical-reports/2006/ucsc-crl-06-12.pdf},
  30.275 +  Title =        {A Mental Framework for use in Creating Hardware Independent Parallel Languages},
  30.276 +  Year = 2006
  30.277 +}
  30.278 +
  30.279 +
  30.280 +"The Case for an Integrated Software Platform for HEC Illustrated Using the CodeTime Platform"
  30.281 +@misc{CIPTechRep,
  30.282 +  Author =       {Halle, Sean},
  30.283 +  Note =         {http://www.soe.ucsc.edu/share/technical-reports/2005/ucsc-crl-05-05.pdf},
  30.284 +  Title =        {The Case for an Integrated Software Platform for HEC Illustrated Using the CodeTime Platform},
  30.285 +  Year = 2005
  30.286 +}
  30.287 +
  30.288 +//==========================================
  30.289 +
  30.290 +
  30.291 +"OMP Hompe page"
  30.292 +@misc{OMPHome,
  30.293 +  Note =         {http://www.openmediaplatform.eu/},
  30.294 +  Title =        {{Open Media Platform} homepage},
  30.295 +}
  30.296 +
  30.297 +"The OMP infrastructure site"
  30.298 +@misc{Halle2008,
  30.299 +  Author =       {Sean Halle and Albert Cohen},
  30.300 +  Note =         {http://omp.musictwodotoh.com},
  30.301 +  Title =        {{DKU} infrastructure server}
  30.302 +}
  30.303 +
  30.304 +
  30.305 +
  30.306 +"The DKU sourceforge site"
  30.307 +@misc{DKUSourceForge,
  30.308 +  Author =       {Sean Halle and Albert Cohen},
  30.309 +  Month =        {November},
  30.310 +  Note =         {http://dku.sourceforge.net},
  30.311 +  Title =        {{DKU} website},
  30.312 +  Year =         {2008}
  30.313 +}
  30.314 +
  30.315 +
  30.316 +"The BLIS sourceforge site"
  30.317 +@misc{BLISHome,
  30.318 +  Author =       {Sean Halle and Albert Cohen},
  30.319 +  Month =        {November},
  30.320 +  Note =         {http://blisplatform.sourceforge.net},
  30.321 +  Title =        {{BLIS} website},
  30.322 +  Year =         {2008}
  30.323 +}
  30.324 +
  30.325 +
  30.326 +"The VMS Home page"
  30.327 +@misc{VMSHome,
  30.328 +  Author =       {Sean Halle and Merten Sach and Ben Juurlink and Albert Cohen},
  30.329 +  Note =         {http://virtualizedmasterslave.org},
  30.330 +  Title =        {{VMS} Home Page},
  30.331 +  Year =         {2010}
  30.332 +}
  30.333 +
  30.334 +
  30.335 +"The PStack Home page"
  30.336 +@misc{PStackHome,
  30.337 +  Author =       {Sean Halle},
  30.338 +  Note =         {http://pstack.sourceforge.net},
  30.339 +  Title =        {{PStack} Home Page},
  30.340 +  Year =         {2012}
  30.341 +}
  30.342 +
  30.343 +
  30.344 +"Deblocking code in SVN"
  30.345 +@misc{DeblockingCode,
  30.346 +  Note = {http://dku.svn.sourceforge.net/viewvc/dku/branches/DKU\_C\_\_Deblocking\_\_orig/},
  30.347 +  Title ={{DKU-ized Deblocking Filter} code}
  30.348 +}
  30.349 +
  30.350 +
  30.351 +
  30.352 +"Sample code on BLIS site"
  30.353 +@misc{SampleBLISCode,
  30.354 +  Note = {http://dku.sourceforge.net/SampleCode.htm},
  30.355 +  Title ={{Sample BLIS Code}}
  30.356 +}
  30.357 +
  30.358 +"Framework Technical Report"
  30.359 +@misc{FrameworkTechRep,
  30.360 +  Author =       {Halle, Sean and Nadezhkin, Dmitry and Cohen, Albert},
  30.361 +  Note =         {http://www.soe.ucsc.edu/share/technical-reports/2010/ucsc-soe-10-02.pdf},
  30.362 +  Title =        {A Framework to Support Research on Portable High Performance Parallelism}
  30.363 +}
  30.364 +
  30.365 +"Map reduce"
  30.366 +@misc{MapReduceHome,
  30.367 +  Author =       {Google Corp.},
  30.368 +  Note =         {http://labs.google.com/papers/mapreduce.html},
  30.369 +  Title =        {{MapReduce} Home page},
  30.370 +}
  30.371 +
  30.372 +
  30.373 +"TBB  Thread Building Blocks"
  30.374 +@misc{TBBHome,
  30.375 +  Author =       {Intel Corp.},
  30.376 +  Note =         {http://www.threadingbuildingblocks.org},
  30.377 +  Title =        {{TBB} Home page},
  30.378 +}
  30.379 +
  30.380 +
  30.381 +"HPF Wikipedia entry"
  30.382 +@misc{HPFWikipedia,
  30.383 +  Author =       {Wikipedia},
  30.384 +  Note =         {http://en.wikipedia.org/wiki/High_Performance_Fortran},
  30.385 +  Title =        {{HPF} wikipedia page},
  30.386 +}
  30.387 +
  30.388 +
  30.389 +"OpenMP Home page"
  30.390 +@misc{OpenMPHome,
  30.391 +  Author =       {{OpenMP} organization},
  30.392 +  Note =         {http://www.openmp.org},
  30.393 +  Title =        {{OpenMP} Home page}
  30.394 +}
  30.395 +
  30.396 +
  30.397 +
  30.398 +"Open MPI Home page"
  30.399 +@misc{MPIHome,
  30.400 +  Author =       {open-mpi organization},
  30.401 +  Note =         {http://www.open-mpi.org},
  30.402 +  Title =        {{Open MPI} Home page}
  30.403 +}
  30.404 +
  30.405 +"OpenCL Home page"
  30.406 +@misc{OpenCLHome,
  30.407 +  Author =       {Kronos Group},
  30.408 +  Note =         {http://www.khronos.org/opencl},
  30.409 +  Title =        {{OpenCL} Home page}
  30.410 +}
  30.411 +
  30.412 +
  30.413 +"CILK Hompe page"
  30.414 +@misc{CILKHome,
  30.415 +  Author =       {Cilk group at MIT},
  30.416 +  Note =         {http://supertech.csail.mit.edu/cilk/},
  30.417 +  Title =        {{CILK} homepage},
  30.418 +}
  30.419 +
  30.420 +@InProceedings{Fri98,
  30.421 +  author = 	 {M. Frigo and C. E. Leiserson and K. H. Randall},
  30.422 +  title = 	 {The Implementation of the Cilk-5 Multithreaded Language},
  30.423 +  booktitle = 	 {PLDI '98: Proceedings of the 1998 ACM SIGPLAN conference on Programming language design and implementation},
  30.424 +  pages =	 {212--223},
  30.425 +  year =	 1998,
  30.426 +  address =	 {Montreal, Quebec},
  30.427 +  month =	 jun
  30.428 +}
  30.429 +
  30.430 +
  30.431 +"Titanium Hompe page"
  30.432 +@misc{TitaniumHome,
  30.433 +  Note =         {http://titanium.cs.berkeley.edu},
  30.434 +  Title =        {{Titanium} homepage}
  30.435 +}
  30.436 +
  30.437 +
  30.438 +"CnC in HotPar"
  30.439 +@inproceedings{CnCInHotPar,
  30.440 +    author = {Knobe, Kathleen},
  30.441 +    booktitle = {HOTPAR '09: USENIX Workshop on Hot Topics in Parallelism},
  30.442 +    month = {March},
  30.443 +    title = {Ease of Use with Concurrent Collections {(CnC)}},
  30.444 +    year = {2009}
  30.445 +}
  30.446 +
  30.447 +
  30.448 +"CnC Hompe page"
  30.449 +@misc{CnCHome,
  30.450 +  Author =       {Intel Corp.},
  30.451 +  Note =         {http://software.intel.com/en-us/articles/intel-concurrent-collections-for-cc/},
  30.452 +  Title =        {{CnC} homepage},
  30.453 +}
  30.454 +
  30.455 +"Spiral Home page"
  30.456 +@misc{SpiralHome,
  30.457 +  Author =       {Spiral Group at CMU},
  30.458 +  Note =         {http://www.spiral.net},
  30.459 +  Title =        {{Spiral} homepage},
  30.460 +}
  30.461 +
  30.462 +
  30.463 +"Scala Hompe page"
  30.464 +@misc{ScalaHome,
  30.465 +  Author =       {Scala organization},
  30.466 +  Note =         {http://www.scala-lang.org/},
  30.467 +  Title =        {{Scala} homepage},
  30.468 +}
  30.469 +
  30.470 +
  30.471 +
  30.472 +
  30.473 +"UPC Hompe page"
  30.474 +@misc{UPCHome,
  30.475 +  Author =       {UPC group at UC Berkeley},
  30.476 +  Note =         {http://upc.lbl.gov/},
  30.477 +  Title =        {{Unified Parallel C} homepage},
  30.478 +}
  30.479 +
  30.480 +
  30.481 +"Suif Hompe page"
  30.482 +@misc{SuifHome,
  30.483 +  Note =         {http://suif.stanford.edu},
  30.484 +  Title =        {{Suif} Parallelizing compiler homepage},
  30.485 +}
  30.486 +
  30.487 +
  30.488 +
  30.489 +"SEJITS"
  30.490 +@article{SEJITS,
  30.491 +  author = {B. Catanzaro and S. Kamil and Y. Lee and K. Asanovic and J. Demmel and K. Keutzer and J. Shalf and K. Yelick and A. Fox},
  30.492 +  title = {SEJITS: Getting Productivity AND Performance With Selective Embedded JIT Specialization},
  30.493 +  journal = {First Workshop on Programmable Models for Emerging Architecture at the 18th International Conference on Parallel Architectures and Compilation Techniques },
  30.494 +  year = {2009} 
  30.495 +}
  30.496 +
  30.497 +
  30.498 +"Arnaldo 3D parallel on NXP chip"
  30.499 +@inproceedings{Arnaldo3D,
  30.500 +  author = {Azevedo, Arnaldo and Meenderinck, Cor and Juurlink, Ben and Terechko, Andrei and Hoogerbrugge, Jan and Alvarez, Mauricio and Ramirez, Alex},
  30.501 +  title = {Parallel H.264 Decoding on an Embedded Multicore Processor},
  30.502 +  booktitle = {HiPEAC '09: Proceedings of the 4th International Conference on High Performance Embedded Architectures and Compilers},
  30.503 +  year = {2009},
  30.504 + pages = {404--418}
  30.505 + }
  30.506 +
  30.507 +
  30.508 +"Narayanan's GPU scheduling tool"
  30.509 +@article{NarayananGPUSched,
  30.510 +  author = {Narayanan Sundaram and Anand Raghunathan and Srimat T. Chakradhar},
  30.511 +  title = {A framework for efficient and scalable execution of domain-specific templates on GPUs},
  30.512 +  journal ={International Parallel and Distributed Processing Symposium {(IPDPS)}},
  30.513 +  year = {2009},
  30.514 +  pages = {1-12},
  30.515 +}
  30.516 +
  30.517 +"Polyhedral for GPU from Ohio State"
  30.518 +@inproceedings{PolyForGPU,
  30.519 +   author = {Baskaran, Muthu Manikandan and Bondhugula, Uday and Krishnamoorthy, Sriram and Ramanujam, J. and Rountev, Atanas and Sadayappan, P.},
  30.520 +   title = {A compiler framework for optimization of affine loop nests for gpgpus},
  30.521 +   booktitle = {ICS '08: Proceedings of the 22nd annual international conference on Supercomputing},
  30.522 +   year = {2008},
  30.523 +   pages = {225--234},
  30.524 + }
  30.525 +
  30.526 +"Loulou's Polyhedral loop-nest optimization paper in PLDI 08"
  30.527 +@inproceedings{Loulou08,
  30.528 +   author = {Pouchet, Louis-No\"{e}l and Bastoul, C\'{e}dric and Cohen, Albert and Cavazos, John},
  30.529 +   title = {Iterative optimization in the polyhedral model: part ii, multidimensional time},
  30.530 +   booktitle = {ACM SIGPLAN conference on Programming language design and implementation {(PLDI)} },
  30.531 +   year = {2008},
  30.532 +   pages = {90--100},
  30.533 + }
  30.534 + 
  30.535 +
  30.536 +"Merge in HotPar"
  30.537 +@inproceedings{MergeInHotPar,
  30.538 +    author = {Michael D. Linderman and James Balfour and Teresa H. Meng and William J. Dally},
  30.539 +    booktitle = {HOTPAR '09: USENIX Workshop on Hot Topics in Parallelism},
  30.540 +    month = {March},
  30.541 +    title = {Embracing Heterogeneity \- Parallel Programming for Changing Hardware},
  30.542 +    year = {2009}
  30.543 +}
  30.544 +
  30.545 +
  30.546 +"Galois system for irregular problems"
  30.547 +@inproceedings{GaloisRef,
  30.548 +  author = {Kulkarni, Milind and Pingali, Keshav and Walter, Bruce and Ramanarayanan, Ganesh and Bala, Kavita and Chew, L. Paul},
  30.549 +  title = {Optimistic parallelism requires abstractions},
  30.550 +  booktitle = {PLDI '07: Proceedings of the 2007 ACM SIGPLAN conference on Programming language design and implementation},
  30.551 +  year = {2007},
  30.552 +  pages = {211--222}
  30.553 +}
  30.554 +
  30.555 +"Cool compiler book that talks about balancing task size with machine characteristics..  the one Amit had"
  30.556 +@book{Allen2002,
  30.557 +  author = {Kennedy, Ken and Allen, John R.},
  30.558 +  title = {Optimizing compilers for modern architectures: a dependence-based approach},
  30.559 +  year = {2002},
  30.560 +  publisher = {Morgan Kaufmann Publishers Inc.}
  30.561 + }
  30.562 +
  30.563 +
  30.564 +"Streaming languages and tools survery paper"
  30.565 +@MISC{Stephens95,
  30.566 +    author = {R. Stephens},
  30.567 +    title = {A Survey Of Stream Processing},
  30.568 +    year = {1995}
  30.569 +}
  30.570 +
  30.571 +
  30.572 +"Capsule"
  30.573 +@INPROCEEDINGS{Palatin06,
  30.574 +    author = {P Palatin and Y Lhuillier and O Temam},
  30.575 +    title = {CAPSULE: Hardware-assisted parallel execution of componentbased programs},
  30.576 +    booktitle = {In Proceedings of the 39th Annual International Symposium on Microarchitecture},
  30.577 +    year = {2006},
  30.578 +    pages = {247--258}
  30.579 +}
  30.580 +
  30.581 +"Sequioa"
  30.582 +@inproceedings{Sequioa06,
  30.583 + author = {Fatahalian,, Kayvon and Horn,, Daniel Reiter and Knight,, Timothy J. and Leem,, Larkhoon and Houston,, Mike and Park,, Ji Young and Erez,, Mattan and Ren,, Manman and Aiken,, Alex and Dally,, William J. and Hanrahan,, Pat},
  30.584 + title = {Sequoia: programming the memory hierarchy},
  30.585 + booktitle = {SC '06: Proceedings of the 2006 ACM/IEEE conference on Supercomputing},
  30.586 + year = {2006},
  30.587 + pages = {83}
  30.588 + }
  30.589 +
  30.590 + 
  30.591 + 
  30.592 + 
  30.593 +"Cole meta skeletons book"
  30.594 +@Book{Cole89,
  30.595 +  author = 	     {M Cole},
  30.596 +  title = 	     {Algorithmic skeletons: Structured management of parallel computation},
  30.597 +  publisher =    {Pitman},
  30.598 +  year =         {1989}
  30.599 +}
  30.600 +
  30.601 +
  30.602 +"Meta programming skeletons example"
  30.603 +@INPROCEEDINGS{Ginhac98,
  30.604 +    author = {Dominique Ginhac and Jocelyn Serot and Jean Pierre Derutin},
  30.605 +    title = {Fast prototyping of image processing applications using functional skeletons on a MIMD-DM architecture},
  30.606 +    booktitle = {In IAPR Workshop on Machine Vision and Applications},
  30.607 +    year = {1998},
  30.608 +    pages = {468--471}
  30.609 +}
  30.610 +
  30.611 +
  30.612 +"Parallel Skeletons meta programming"
  30.613 +@inproceedings{Serot08MetaParallel,
  30.614 + author = {Serot, Jocelyn and Falcou, Joel},
  30.615 + title = {Functional Meta-programming for Parallel Skeletons},
  30.616 + booktitle = {ICCS '08: Proceedings of the 8th international conference on Computational Science, Part I},
  30.617 + year = {2008},
  30.618 + pages = {154--163}
  30.619 + }
  30.620 + 
  30.621 + 
  30.622 +"Random skeletons for parallel programming article with lots of citations"
  30.623 +@INPROCEEDINGS{Darlington93,
  30.624 +    author = {J. Darlington and A. J. Field and P. G. Harrison and P. H. J. Kelly and D. W. N. Sharp and Q. Wu},
  30.625 +    title = {Parallel programming using skeleton functions},
  30.626 +    booktitle = {},
  30.627 +    year = {1993},
  30.628 +    pages = {146--160},
  30.629 +    publisher = {Springer-Verlag}
  30.630 +}
  30.631 +
  30.632 +
  30.633 +"View from Berkeley paper"
  30.634 +@article{Asanovic06BerkeleyView,
  30.635 +  title={{The landscape of parallel computing research: A view from berkeley}},
  30.636 +  author={Asanovic, K. and Bodik, R. and Catanzaro, B.C. and Gebis, J.J. and Husbands, P. and Keutzer, K. and Patterson, D.A. and Plishker, W.L. and Shalf, J. and Williams, S.W. and others},
  30.637 +  journal={Electrical Engineering and Computer Sciences, University of California at Berkeley, Technical Report No. UCB/EECS-2006-183, December},
  30.638 +  volume={18},
  30.639 +  number={2006-183},
  30.640 +  pages={19},
  30.641 +  year={2006},
  30.642 +}
  30.643 +
  30.644 +
  30.645 +
  30.646 +
  30.647 +"Berkeley Pattern Language"
  30.648 +@misc{BerkeleyPattLang,
  30.649 +  Note =         {http://parlab.eecs.berkeley.edu/wiki/patterns},
  30.650 +  Title =        {{Berkeley Pattern Language}}
  30.651 +}
  30.652 +
  30.653 +
  30.654 +"Keutzer reccomended Parallel Prog Patterns book"
  30.655 +@book{Mattson04Patterns,
  30.656 +  title={{Patterns for parallel programming}},
  30.657 +  author={Mattson, T. and Sanders, B. and Massingill, B.},
  30.658 +  year={2004},
  30.659 +  publisher={Addison-Wesley Professional}
  30.660 +}
  30.661 +
  30.662 +
  30.663 +"Skillicorn  Parallel Languages Survery book"
  30.664 +@article{Skillicorn98,
  30.665 +  title={{Models and languages for parallel computation}},
  30.666 +  author={Skillicorn, D.B. and Talia, D.},
  30.667 +  journal={ACM Computing Surveys (CSUR)},
  30.668 +  volume={30},
  30.669 +  number={2},
  30.670 +  pages={123--169},
  30.671 +  year={1998}
  30.672 +}
  30.673 +
  30.674 +
  30.675 +
  30.676 +"NESL language"
  30.677 +@conference{Blelloch93NESL,
  30.678 +  title={{Implementation of a portable nested data-parallel language}},
  30.679 +  author={Blelloch, G.E. and Hardwick, J.C. and Chatterjee, S. and Sipelstein, J. and Zagha, M.},
  30.680 +  booktitle={Proceedings of the fourth ACM SIGPLAN symposium on Principles and practice of parallel programming},
  30.681 +  pages={102--111},
  30.682 +  year={1993},
  30.683 +  organization={ACM New York, NY, USA}
  30.684 +}
  30.685 +
  30.686 +
  30.687 +"Sisal"
  30.688 +@article{McgrawSisal,
  30.689 +  title={{SISAL: Streams and iteration in a single assignment language: Reference manual version 1.2}},
  30.690 +  author={McGraw, J. and Skedzielewski, SK and Allan, SJ and Oldehoeft, RR and Glauert, J. and Kirkham, C. and Noyce, B. and Thomas, R.},
  30.691 +  journal={Manual M-146, Rev},
  30.692 +  volume={1}
  30.693 +}
  30.694 +
  30.695 +
  30.696 +"Linda"
  30.697 +@article{Gelernter85Linda,
  30.698 +  title={{Generative communication in Linda}},
  30.699 +  author={Gelernter, D.},
  30.700 +  journal={ACM Transactions on Programming Languages and Systems (TOPLAS)},
  30.701 +  volume={7},
  30.702 +  number={1},
  30.703 +  pages={80--112},
  30.704 +  year={1985}
  30.705 +}
  30.706 +
  30.707 +
  30.708 +"ZPL"
  30.709 +@article{Lin94ZPL,
  30.710 +  title={{ZPL: An array sublanguage}},
  30.711 +  author={Lin, C. and Snyder, L.},
  30.712 +  journal={Lecture Notes in Computer Science},
  30.713 +  volume={768},
  30.714 +  pages={96--114},
  30.715 +  year={1994}
  30.716 +}
  30.717 +
  30.718 +
  30.719 +
  30.720 +
  30.721 +// Visual programming
  30.722 +@article
  30.723 + { baecker97,
  30.724 +   author = 	{Ron Baecker and Chris DiGiano and Aaron Marcus},
  30.725 +   title = 		{Software visualization for debugging},
  30.726 +   journal = 	{Communications of the ACM},
  30.727 +   volume = 	{40},
  30.728 +   number = 	{4},
  30.729 +   year = 		{1997}, 
  30.730 +   issn = 		{0001-0782},
  30.731 +   pages = 		{44--54},
  30.732 +   publisher = 	{ACM Press}
  30.733 + }
  30.734 +
  30.735 +
  30.736 +// Visual programming
  30.737 +@article
  30.738 + { ball96,
  30.739 +   author =	{T. A. Ball and S. G. Eick},
  30.740 +   title =	{Software Visualization in the Large},
  30.741 +   journal ={IEEE Computer},
  30.742 +   volume =	{29},
  30.743 +   number =	{4},
  30.744 +   year =	{1996},
  30.745 +   month =	{apr},
  30.746 +   pages =	{33--43}
  30.747 + }
  30.748 +
  30.749 +
  30.750 +// Milner references this, Chemical Abstract Machine
  30.751 +@book
  30.752 + {berry89,
  30.753 +  title={{The chemical abstract machine}},
  30.754 +  author={Berry, G. and Boudol, G.},
  30.755 +  year={1989},
  30.756 +  publisher={ACM Press}
  30.757 +}
  30.758 +
  30.759 +
  30.760 +// Cilk reference
  30.761 +@article
  30.762 + {blumofe95,
  30.763 + author = {Robert D. Blumofe and Christopher F. Joerg and Bradley C. Kuszmaul and Charles E. Leiserson and Keith H. Randall and Yuli Zhou},
  30.764 + title = {Cilk: an efficient multithreaded runtime system},
  30.765 + journal = {SIGPLAN Not.},
  30.766 + volume = {30},
  30.767 + number = {8},
  30.768 + year = {1995},
  30.769 + pages = {207--216}
  30.770 + }
  30.771 +
  30.772 +
  30.773 +// this has 1440 citations, so throwing it in..
  30.774 +// The complexity of symbolic checking of program correctness
  30.775 +@article
  30.776 + {burch90,
  30.777 +  title={{Symbolic model checking: 10^{20} states and beyond}},
  30.778 +  author={Burch, JR and Clarke, EM and McMillan, KL and Dill, DL and Hwang, LJ},
  30.779 +  journal={Logic in Computer Science, 1990. LICS'90, Proceedings},
  30.780 +  pages={428--439},
  30.781 +  year={1990}
  30.782 +}
  30.783 +
  30.784 +@article
  30.785 + {chamberlain98,
  30.786 +author = {B. Chamberlain and S. Choi and E. Lewis and C. Lin and L. Snyder and W. Weathersby},
  30.787 +title = {ZPL's WYSIWYG Performance Model},
  30.788 +journal = {hips},
  30.789 +volume = {00},
  30.790 +year = {1998},
  30.791 +isbn = {0-8186-8412-7},
  30.792 +pages = {50}
  30.793 +}
  30.794 +
  30.795 +
  30.796 +
  30.797 +// from http://libweb.princeton.edu/libraries/firestone/rbsc/aids/church/church1.html#1
  30.798 +@article{church41,
  30.799 +   author={A. Church},
  30.800 +   title={The Calculi of Lambda-Conversion},
  30.801 +   journal={Annals of Mathematics Studies},
  30.802 +   number={6},
  30.803 +   year={1941},
  30.804 +   publisher={Princeton University}
  30.805 +}
  30.806 +
  30.807 +
  30.808 +@misc
  30.809 + { CodeTimeSite,
  30.810 +   author =	{Sean Halle},
  30.811 +   key =	{CodeTime},
  30.812 +   title = 	{Homepage for The CodeTime Parallel Software Platform},
  30.813 +   note = 	{{\ttfamily http://codetime.sourceforge.net}}
  30.814 + }
  30.815 +
  30.816 +
  30.817 +
  30.818 +@misc
  30.819 + { CodeTimePlatform,
  30.820 +   author =	{Sean Halle},
  30.821 +   key =	{CodeTime},
  30.822 +   title = 	{The CodeTime Parallel Software Platform},
  30.823 +   note = 	{{\ttfamily http://codetime.sourceforge.net/content/CodeTime\_Platform.pdf}}
  30.824 + }
  30.825 +
  30.826 +
  30.827 +@misc
  30.828 + { CodeTimeVS,
  30.829 +   author =	{Sean Halle},
  30.830 +   key =	{CodeTime},
  30.831 +   title = 	{The Specification of the CodeTime Platform's Virtual Server},
  30.832 +   note = 	{{\ttfamily http://codetime.sourceforge.net/content/CodeTime\_Virtual\_Server.pdf}}
  30.833 + }
  30.834 +
  30.835 +
  30.836 +@misc
  30.837 + { CodeTimeOS,
  30.838 +   author =	{Sean Halle},
  30.839 +   key =	{CodeTime},
  30.840 +   title = 	{A Hardware Independent OS},
  30.841 +   note = 	{{\ttfamily http://codetime.sourceforge.net/content/CodeTime\_OS.pdf}}
  30.842 + }
  30.843 +
  30.844 +
  30.845 +@misc
  30.846 + { CodeTimeSem,
  30.847 +   author =	{Sean Halle},
  30.848 +   key =	{CodeTime},
  30.849 +   title = 	{The Big-Step Operational Semantics of the CodeTime Computational Model},
  30.850 +   note = 	{{\ttfamily http://codetime.sourceforge.net/content/CodeTime\_Semantics.pdf}}
  30.851 + }
  30.852 +
  30.853 +
  30.854 +@misc
  30.855 + { CodeTimeTh,
  30.856 +   author =	{Sean Halle},
  30.857 +   key =	{CodeTime},
  30.858 +   title = 	{A Mental Framework for Use in Creating Hardware-Independent Parallel Languages},
  30.859 +   note = 	{{\ttfamily http://codetime.sourceforge.net/content/CodeTiime\_Theoretical\_Framework.pdf}}
  30.860 + }
  30.861 +
  30.862 +
  30.863 +@misc
  30.864 + { CodeTimeTh1,
  30.865 +   author =	{Sean Halle},
  30.866 +   key =	{CodeTime},
  30.867 +   title = 	{The CodeTime Parallel Software Platform},
  30.868 +   note = 	{{\ttfamily http://codetime.sourceforge.net}}
  30.869 + }
  30.870 +
  30.871 +
  30.872 +@misc
  30.873 + { CodeTimeTh2,
  30.874 +   author =	{Sean Halle},
  30.875 +   key =	{CodeTime},
  30.876 +   title = 	{The CodeTime Parallel Software Platform},
  30.877 +   note = 	{{\ttfamily http://codetime.sourceforge.net}}
  30.878 + }
  30.879 +
  30.880 +
  30.881 +@misc
  30.882 + { CodeTimeRT,
  30.883 +   author =	{Sean Halle},
  30.884 +   key =	{CodeTime},
  30.885 +   title = 	{The CodeTime Parallel Software Platform},
  30.886 +   note = 	{{\ttfamily http://codetime.sourceforge.net}}
  30.887 + }
  30.888 +
  30.889 +
  30.890 +@misc
  30.891 + { CodeTimeWebSite
  30.892 +   author =	{Sean Halle},
  30.893 +   key =	{CodeTime},
  30.894 +   title = 	{The CodeTime Parallel Software Platform},
  30.895 +   note = 	{{\ttfamily http://codetime.sourceforge.net}}
  30.896 + }
  30.897 +
  30.898 +
  30.899 +@misc
  30.900 + { CodeTimeBaCTiL,
  30.901 +   author =	{Sean Halle},
  30.902 +   key =	{CodeTime},
  30.903 +   title = 	{The Base CodeTime Language},
  30.904 +   note = 	{{\ttfamily http://codetime.sourceforge.net/content/CodeTime\_BaCTiL.pdf}}
  30.905 + }
  30.906 +
  30.907 +@misc
  30.908 + { CodeTimeCert,
  30.909 +   author =	{Sean Halle},
  30.910 +   key =	{CodeTime},
  30.911 +   title = 	{The CodeTime Certification Strategy},
  30.912 +   note = 	{{\ttfamily http://codetime.sourceforge.net/content/CodeTime\_Certification.pdf}}
  30.913 + }
  30.914 +
  30.915 +
  30.916 +// Multiple inheritance: explains issues well and references LOOPS and CLOS
  30.917 +@inproceedings{ducournau94,
  30.918 +  author = {R. Ducournau and M. Habib and M. Huchard and M. L. Mugnier},
  30.919 +  title = {Proposal for a monotonic multiple inheritance linearization},
  30.920 +  booktitle = {OOPSLA '94: Proceedings of the ninth annual conference on Object-oriented programming systems, language, and applications},
  30.921 +  year = {1994},
  30.922 +  pages = {164--175},
  30.923 +  publisher = {ACM Press}
  30.924 +}
  30.925 +
  30.926 +
  30.927 +// 252 Citations, shows equivalence of mu-calculus and (nondeterministic) tree automata,
  30.928 +// so cited as foundation a lot
  30.929 +@article{emerson91,
  30.930 +  title={{Tree automata, mu-calculus and determinacy}},
  30.931 +  author={Emerson, EA and Jutla, CS},
  30.932 +  journal={Proceedings of the 32nd Symposium on Foundations of Computer Science},
  30.933 +  pages={368--377},
  30.934 +  year={1991}
  30.935 +}
  30.936 +
  30.937 +
  30.938 +// Introducs PRAM model, at same time, in same conference as 
  30.939 +@article{fortune78,
  30.940 +  title={{Parallelism in random access machines}},
  30.941 +  author={Fortune, S. and Wyllie, J.},
  30.942 +  journal={STOC '78: Proceedings of the tenth annual ACM symposium on Theory of computing},
  30.943 +  pages={114--118},
  30.944 +  year={1978},
  30.945 +  publisher={ACM Press New York, NY, USA}
  30.946 +}
  30.947 +
  30.948 +
  30.949 +
  30.950 +// Smalltalk reference
  30.951 +@book{goldberg83,
  30.952 +  title={{Smalltalk-80: the language and its implementation}},
  30.953 +  author={Goldberg, A. and Robson, D.},
  30.954 +  year={1983},
  30.955 +  publisher={Addison-Wesley}
  30.956 +}
  30.957 +
  30.958 +
  30.959 +// also introduces PRAM model, apparently independently
  30.960 +@inproceedings{goldschlager78,
  30.961 + author = {Leslie M. Goldschlager},
  30.962 + title = {A unified approach to models of synchronous parallel machines},
  30.963 + booktitle = {STOC '78: Proceedings of the tenth annual ACM symposium on Theory of computing},
  30.964 + year = {1978},
  30.965 + pages = {89--94},
  30.966 + location = {San Diego, California, United States},
  30.967 + doi = {http://doi.acm.org/10.1145/800133.804336},
  30.968 + publisher = {ACM Press},
  30.969 +}
  30.970 +
  30.971 +
  30.972 +// Java spec
  30.973 +@book
  30.974 + { gosling96,
  30.975 +   author = 	{J. Gosling and B. Joy and G. Steele and G. Bracha},
  30.976 +   title = 		{The Java Language Specification},
  30.977 +   publisher = 	{Addison-Wesley},
  30.978 +   year = 	{1996}
  30.979 + }
  30.980 +
  30.981 +
  30.982 +//  Survey of prototyping parallel apps
  30.983 +@article{hasselbring00,
  30.984 + author = {Wilhelm Hasselbring},
  30.985 + title = {Programming languages and systems for prototyping concurrent applications},
  30.986 + journal = {ACM Comput. Surv.},
  30.987 + volume = {32},
  30.988 + number = {1},
  30.989 + year = {2000},
  30.990 + issn = {0360-0300},
  30.991 + pages = {43--79},
  30.992 + doi = {http://doi.acm.org/10.1145/349194.349199},
  30.993 + publisher = {ACM Press},
  30.994 + address = {New York, NY, USA},
  30.995 + }
  30.996 +
  30.997 +
  30.998 +// Original CSP paper
  30.999 +@article{hoare78,
 30.1000 +   author={C. A. R. Hoare},
 30.1001 +   title={Communicating Sequential Processes},
 30.1002 +   journal={Communications of the ACM},
 30.1003 +   year={1978},
 30.1004 +   volume={21},
 30.1005 +   number={8},
 30.1006 +   pages={666-677}
 30.1007 +}
 30.1008 +
 30.1009 +
 30.1010 +// 8 citations.. probably from self..  want a paper that ties areas together..  
 30.1011 +// This paper does a beautiful job..
 30.1012 +@article{huth,
 30.1013 +  title={{A Unifying Framework for Model Checking Labeled Kripke Structures, Modal Transition Systems, and Interval Transition Systems}},
 30.1014 +  author={Huth, M.},
 30.1015 +  journal={Proceedings of the 19th International Conference on the Foundations of Software Technology \& Theoretical Computer Science, Lecture Notes in Computer Science},
 30.1016 +  pages={369--380},
 30.1017 +  publisher={Springer-Verlag}
 30.1018 +}
 30.1019 +
 30.1020 +
 30.1021 +//  Dataflow advances survey, includes large grain dataflow
 30.1022 +@article
 30.1023 + { johnston04,
 30.1024 +   author = 	{Wesley M. Johnston and J. R. Paul Hanna and Richard J. Millar},
 30.1025 +   title = 		{Advances in dataflow programming languages},
 30.1026 +   journal = 	{ACM Comput. Surv.},
 30.1027 +   volume = 	{36},
 30.1028 +   number = 	{1},
 30.1029 +   year = 		{2004},
 30.1030 +   issn = 		{0360-0300},
 30.1031 +   pages = 		{1--34},
 30.1032 +   doi = 		{http://doi.acm.org/10.1145/1013208.1013209},
 30.1033 +   publisher = 	{ACM Press},
 30.1034 +   address = 	{New York, NY, USA}
 30.1035 + }
 30.1036 +
 30.1037 +
 30.1038 +@book
 30.1039 + { koelbel93,
 30.1040 +   author =	{C. H. Koelbel and D. Loveman and R. Schreiber and G. Steele Jr},
 30.1041 +   title = 		{High Performance Fortran Handbook},
 30.1042 +   year = 	{1993},
 30.1043 +   publisher =	{MIT Press}
 30.1044 + }
 30.1045 +
 30.1046 +
 30.1047 +// mu calculus paper with 430 citations
 30.1048 +@article{kozen83,
 30.1049 +  title={{Results on the Propositional mu-Calculus}},
 30.1050 +  author={Kozen, D.},
 30.1051 +  journal={TCS},
 30.1052 +  volume={27},
 30.1053 +  pages={333--354},
 30.1054 +  year={1983}
 30.1055 +}
 30.1056 +
 30.1057 +
 30.1058 +// original kripke structure paper
 30.1059 +@article{kripke63,
 30.1060 +  title={{Semantical analysis of modal logic}},
 30.1061 +  author={Kripke, S.},
 30.1062 +  journal={Zeitschrift fur Mathematische Logik und Grundlagen der Mathematik},
 30.1063 +  volume={9},
 30.1064 +  pages={67--96},
 30.1065 +  year={1963}
 30.1066 +}
 30.1067 +
 30.1068 +
 30.1069 +@book
 30.1070 + { mcGraw85,
 30.1071 +   author = 	{J McGraw and S. Skedzielewski and S. Allan and R Odefoeft},
 30.1072 +   title = 		{SISAL: Streams and Iteration in a Single-Assignment Language: Reference Manual Version 1.2},
 30.1073 +   note = 	{Manual M-146 Rev. 1},
 30.1074 +   publisher = 	{Lawrence Livermore National Laboratory},
 30.1075 +   year = 	{1985}
 30.1076 + }
 30.1077 +
 30.1078 +
 30.1079 +// Milner's own citation to development of CCS
 30.1080 +@book{milner80,
 30.1081 +  title={{A Calculus of Communicating Systems, volume 92 of Lecture Notes in Computer Science}},
 30.1082 +  author={Milner, R.},
 30.1083 +  year={1980},
 30.1084 +  publisher={Springer-Verlag}
 30.1085 +}
 30.1086 +
 30.1087 +
 30.1088 +// Milner's own pi-calculus reference
 30.1089 +@article{milner92,
 30.1090 +  title={{A calculus of mobile processes, parts I and II}},
 30.1091 +  author={Milner, R. and Parrow, J. and Walker, D.},
 30.1092 +  journal={Information and Computation},
 30.1093 +  volume={100},
 30.1094 +  number={1},
 30.1095 +  pages={1--40 and 41--77},
 30.1096 +  year={1992},
 30.1097 +  publisher={Academic Press}
 30.1098 +}
 30.1099 +
 30.1100 +
 30.1101 +// more recent Pi calculus reference
 30.1102 +@book
 30.1103 + { milner99,
 30.1104 +   author = 	{Robin Milner},
 30.1105 +   title = 		{Communicating and Mobile Systems: The pi-Calculus},
 30.1106 +   publisher = 	{Cambridge University Press},
 30.1107 +   year = 	{1999}
 30.1108 + }
 30.1109 +
 30.1110 +
 30.1111 +// MPI reference
 30.1112 +@book
 30.1113 + { MPIForum94,
 30.1114 +   author = 	{M. P. I. Forum},
 30.1115 +   title = 		{MPI: A Message-Passing Interface Standard},
 30.1116 +   year = 	{1994}
 30.1117 + }
 30.1118 +
 30.1119 +
 30.1120 +// Petri nets original citation
 30.1121 +@article{petri62,
 30.1122 +  title={{Fundamentals of a theory of asynchronous information flow}},
 30.1123 +  author={Petri, C.A.},
 30.1124 +  journal={Proc. IFIP Congress},
 30.1125 +  volume={62},
 30.1126 +  pages={386--390},
 30.1127 +  year={1962}
 30.1128 +}
 30.1129 +
 30.1130 +
 30.1131 +// Pierce Type system book
 30.1132 +@book{pierce02,
 30.1133 +   title={Types and Programming Languages},
 30.1134 +   author={Pierce, B. C.},
 30.1135 +   year={2002},
 30.1136 +   publisher={MIT Press}
 30.1137 +}
 30.1138 +
 30.1139 +
 30.1140 +// Survey of Visual programming
 30.1141 +@Article
 30.1142 + { price,
 30.1143 +   author =	{B. A. Price and R. M. Baecker and L. S. Small},
 30.1144 +   title =	{A Principled Taxonomy of Software Visualization},
 30.1145 +   journal ={Journal of Visual Languages and Computing},
 30.1146 +   volume =	{4},
 30.1147 +   number =	{3},
 30.1148 +   pages =	{211--266}
 30.1149 + }
 30.1150 +
 30.1151 +
 30.1152 +
 30.1153 +@misc
 30.1154 + { pythonWebSite,
 30.1155 +   key = 	{Python},
 30.1156 +   title = 		{The Python Software Foundation Mission Statement},
 30.1157 +   note = 	{{\ttfamily http://www.python.org/psf/mission.html}}
 30.1158 + }
 30.1159 +
 30.1160 +
 30.1161 +// Roadmap for Revitalization of High End Computing
 30.1162 +@unpublished
 30.1163 + { reed03,
 30.1164 +   editor = 	{Daniel A. Reed},
 30.1165 +   title = 		{Workshop on The Roadmap for the Revitalization of High-End Computing},
 30.1166 +   day = 	{16--18},
 30.1167 +   month = 	{jun},
 30.1168 +   year = 	{2003},
 30.1169 +   note = 	{Available at {\ttfamily http://www.cra.org/reports/supercomputing.web.pdf}}
 30.1170 + }
 30.1171 +
 30.1172 +
 30.1173 +// Parallel Pascal
 30.1174 +@Article
 30.1175 + { reeves84,
 30.1176 +   author =	{A. P. Reeves},
 30.1177 +   title =		{Parallel Pascal -- An Extended Pascal for Parallel Computers},
 30.1178 +   journal =	{Journal of Parallel and Distributed Computing},
 30.1179 +   volume =	{1},
 30.1180 +   number =	{},
 30.1181 +   year =	{1984},
 30.1182 +   month =	{aug},
 30.1183 +   pages =	{64--80}
 30.1184 + }
 30.1185 +
 30.1186 +
 30.1187 +// Survey of parallel langs and models
 30.1188 +@article{skillicorn98,
 30.1189 + author = {David B. Skillicorn and Domenico Talia},
 30.1190 + title = {Models and languages for parallel computation},
 30.1191 + journal = {ACM Comput. Surv.},
 30.1192 + volume = {30},
 30.1193 + number = {2},
 30.1194 + year = {1998},
 30.1195 + issn = {0360-0300},
 30.1196 + pages = {123--169},
 30.1197 + doi = {http://doi.acm.org/10.1145/280277.280278},
 30.1198 + publisher = {ACM Press},
 30.1199 + address = {New York, NY, USA},
 30.1200 + }
 30.1201 +
 30.1202 +
 30.1203 +// LOOPS ref for multiple inheritance issues
 30.1204 +@article{stefik86,
 30.1205 +  title={Object Oriented Programming: Themes and Variations},
 30.1206 +  author={Stefik, M. and Bobrow, D. G.},
 30.1207 +  journal={The AI Magazine},
 30.1208 +  volume={6},
 30.1209 +  number={4},
 30.1210 +  year={1986}
 30.1211 +}
 30.1212 +
 30.1213 +
 30.1214 +// 240 citations to this book, so seems safe..  covers modal logics which is superset 
 30.1215 +//  of temporal logics
 30.1216 +@book{stirling92,
 30.1217 +  title={{Modal and Temporal Logics}},
 30.1218 +  author={Stirling, C.},
 30.1219 +  year={1992},
 30.1220 +  publisher={University of Edinburgh, Department of Computer Science}
 30.1221 +}
 30.1222 +
 30.1223 +
 30.1224 +//  Titanium website
 30.1225 +@misc
 30.1226 + { TitaniumWebSite,
 30.1227 +   author =	{Paul Hilfinger and et. al.},
 30.1228 +   title = 	{The Titanium Project Home Page},
 30.1229 +   note = 	{{\ttfamily http://www.cs.berkeley.edu/projects/titanium}}
 30.1230 + }
 30.1231 +
 30.1232 +
 30.1233 +// website with scans of original work by Turing
 30.1234 +@misc{turing38,
 30.1235 +   author={A. Turing},
 30.1236 +   note={http://www.turingarchive.org/intro/, and
 30.1237 +http://www.turing.org.uk/sources/biblio4.html, and
 30.1238 +http://web.comlab.ox.ac.uk/oucl/research/areas/ieg/e-library/sources/tp2-ie.pdf},
 30.1239 +   year={1938}
 30.1240 +}
 30.1241 +
 30.1242 +
 30.1243 +// First mention of von Neumann's architecture ideas
 30.1244 +@book{vonNeumann45,
 30.1245 +   title={First Draft of a Report on the EDVAC},
 30.1246 +   author={J. von Neumann},
 30.1247 +   year={1945},
 30.1248 +   publisher={United States Army Ordnance Department}
 30.1249 +}
 30.1250 +
 30.1251 +
 30.1252 +// The 203 Glynn Winskel book for Formal Semantics
 30.1253 +@book{winskel93,
 30.1254 +  title={{The Formal Semantics of Programming Languages}},
 30.1255 +  author={Winskel, G.},
 30.1256 +  year={1993},
 30.1257 +  publisher={MIT Press}
 30.1258 +}
 30.1259 +
 30.1260 +
    31.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
    31.2 +++ b/0__Papers/PStack/HotPar_2012/helpers/plain.bst	Sun Mar 11 09:26:44 2012 -0700
    31.3 @@ -0,0 +1,1098 @@
    31.4 +% BibTeX standard bibliography style `plain'
    31.5 +	% version 0.99a for BibTeX versions 0.99a or later, LaTeX version 2.09.
    31.6 +	% Copyright (C) 1985, all rights reserved.
    31.7 +	% Copying of this file is authorized only if either
    31.8 +	% (1) you make absolutely no changes to your copy, including name, or
    31.9 +	% (2) if you do make changes, you name it something other than
   31.10 +	% btxbst.doc, plain.bst, unsrt.bst, alpha.bst, and abbrv.bst.
   31.11 +	% This restriction helps ensure that all standard styles are identical.
   31.12 +	% The file btxbst.doc has the documentation for this style.
   31.13 +
   31.14 +ENTRY
   31.15 +  { address
   31.16 +    author
   31.17 +    booktitle
   31.18 +    chapter
   31.19 +    edition
   31.20 +    editor
   31.21 +    howpublished
   31.22 +    institution
   31.23 +    journal
   31.24 +    key
   31.25 +    month
   31.26 +    note
   31.27 +    number
   31.28 +    organization
   31.29 +    pages
   31.30 +    publisher
   31.31 +    school
   31.32 +    series
   31.33 +    title
   31.34 +    type
   31.35 +    volume
   31.36 +    year
   31.37 +  }
   31.38 +  {}
   31.39 +  { label }
   31.40 +
   31.41 +INTEGERS { output.state before.all mid.sentence after.sentence after.block }
   31.42 +
   31.43 +FUNCTION {init.state.consts}
   31.44 +{ #0 'before.all :=
   31.45 +  #1 'mid.sentence :=
   31.46 +  #2 'after.sentence :=
   31.47 +  #3 'after.block :=
   31.48 +}
   31.49 +
   31.50 +STRINGS { s t }
   31.51 +
   31.52 +FUNCTION {output.nonnull}
   31.53 +{ 's :=
   31.54 +  output.state mid.sentence =
   31.55 +    { ", " * write$ }
   31.56 +    { output.state after.block =
   31.57 +	{ add.period$ write$
   31.58 +	  newline$
   31.59 +	  "\newblock " write$
   31.60 +	}
   31.61 +	{ output.state before.all =
   31.62 +	    'write$
   31.63 +	    { add.period$ " " * write$ }
   31.64 +	  if$
   31.65 +	}
   31.66 +      if$
   31.67 +      mid.sentence 'output.state :=
   31.68 +    }
   31.69 +  if$
   31.70 +  s
   31.71 +}
   31.72 +
   31.73 +FUNCTION {output}
   31.74 +{ duplicate$ empty$
   31.75 +    'pop$
   31.76 +    'output.nonnull
   31.77 +  if$
   31.78 +}
   31.79 +
   31.80 +FUNCTION {output.check}
   31.81 +{ 't :=
   31.82 +  duplicate$ empty$
   31.83 +    { pop$ "empty " t * " in " * cite$ * warning$ }
   31.84 +    'output.nonnull
   31.85 +  if$
   31.86 +}
   31.87 +
   31.88 +FUNCTION {output.bibitem}
   31.89 +{ newline$
   31.90 +  "\bibitem{" write$
   31.91 +  cite$ write$
   31.92 +  "}" write$
   31.93 +  newline$
   31.94 +  ""
   31.95 +  before.all 'output.state :=
   31.96 +}
   31.97 +
   31.98 +FUNCTION {fin.entry}
   31.99 +{ add.period$
  31.100 +  write$
  31.101 +  newline$
  31.102 +}
  31.103 +
  31.104 +FUNCTION {new.block}
  31.105 +{ output.state before.all =
  31.106 +    'skip$
  31.107 +    { after.block 'output.state := }
  31.108 +  if$
  31.109 +}
  31.110 +
  31.111 +FUNCTION {new.sentence}
  31.112 +{ output.state after.block =
  31.113 +    'skip$
  31.114 +    { output.state before.all =
  31.115 +	'skip$
  31.116 +	{ after.sentence 'output.state := }
  31.117 +      if$
  31.118 +    }
  31.119 +  if$
  31.120 +}
  31.121 +
  31.122 +FUNCTION {not}
  31.123 +{   { #0 }
  31.124 +    { #1 }
  31.125 +  if$
  31.126 +}
  31.127 +
  31.128 +FUNCTION {and}
  31.129 +{   'skip$
  31.130 +    { pop$ #0 }
  31.131 +  if$
  31.132 +}
  31.133 +
  31.134 +FUNCTION {or}
  31.135 +{   { pop$ #1 }
  31.136 +    'skip$
  31.137 +  if$
  31.138 +}
  31.139 +
  31.140 +FUNCTION {new.block.checka}
  31.141 +{ empty$
  31.142 +    'skip$
  31.143 +    'new.block
  31.144 +  if$
  31.145 +}
  31.146 +
  31.147 +FUNCTION {new.block.checkb}
  31.148 +{ empty$
  31.149 +  swap$ empty$
  31.150 +  and
  31.151 +    'skip$
  31.152 +    'new.block
  31.153 +  if$
  31.154 +}
  31.155 +
  31.156 +FUNCTION {new.sentence.checka}
  31.157 +{ empty$
  31.158 +    'skip$
  31.159 +    'new.sentence
  31.160 +  if$
  31.161 +}
  31.162 +
  31.163 +FUNCTION {new.sentence.checkb}
  31.164 +{ empty$
  31.165 +  swap$ empty$
  31.166 +  and
  31.167 +    'skip$
  31.168 +    'new.sentence
  31.169 +  if$
  31.170 +}
  31.171 +
  31.172 +FUNCTION {field.or.null}
  31.173 +{ duplicate$ empty$
  31.174 +    { pop$ "" }
  31.175 +    'skip$
  31.176 +  if$
  31.177 +}
  31.178 +
  31.179 +FUNCTION {emphasize}
  31.180 +{ duplicate$ empty$
  31.181 +    { pop$ "" }
  31.182 +    { "{\em " swap$ * "}" * }
  31.183 +  if$
  31.184 +}
  31.185 +
  31.186 +INTEGERS { nameptr namesleft numnames }
  31.187 +
  31.188 +FUNCTION {format.names}
  31.189 +{ 's :=
  31.190 +  #1 'nameptr :=
  31.191 +  s num.names$ 'numnames :=
  31.192 +  numnames 'namesleft :=
  31.193 +    { namesleft #0 > }
  31.194 +    { s nameptr "{ff~}{vv~}{ll}{, jj}" format.name$ 't :=
  31.195 +      nameptr #1 >
  31.196 +	{ namesleft #1 >
  31.197 +	    { ", " * t * }
  31.198 +	    { numnames #2 >
  31.199 +		{ "," * }
  31.200 +		'skip$
  31.201 +	      if$
  31.202 +	      t "others" =
  31.203 +		{ " et~al." * }
  31.204 +		{ " and " * t * }
  31.205 +	      if$
  31.206 +	    }
  31.207 +	  if$
  31.208 +	}
  31.209 +	't
  31.210 +      if$
  31.211 +      nameptr #1 + 'nameptr :=
  31.212 +      namesleft #1 - 'namesleft :=
  31.213 +    }
  31.214 +  while$
  31.215 +}
  31.216 +
  31.217 +FUNCTION {format.authors}
  31.218 +{ author empty$
  31.219 +    { "" }
  31.220 +    { author format.names }
  31.221 +  if$
  31.222 +}
  31.223 +
  31.224 +FUNCTION {format.editors}
  31.225 +{ editor empty$
  31.226 +    { "" }
  31.227 +    { editor format.names
  31.228 +      editor num.names$ #1 >
  31.229 +	{ ", editors" * }
  31.230 +	{ ", editor" * }
  31.231 +      if$
  31.232 +    }
  31.233 +  if$
  31.234 +}
  31.235 +
  31.236 +FUNCTION {format.title}
  31.237 +{ title empty$
  31.238 +    { "" }
  31.239 +    { title "t" change.case$ }
  31.240 +  if$
  31.241 +}
  31.242 +
  31.243 +FUNCTION {n.dashify}
  31.244 +{ 't :=
  31.245 +  ""
  31.246 +    { t empty$ not }
  31.247 +    { t #1 #1 substring$ "-" =
  31.248 +	{ t #1 #2 substring$ "--" = not
  31.249 +	    { "--" *
  31.250 +	      t #2 global.max$ substring$ 't :=
  31.251 +	    }
  31.252 +	    {   { t #1 #1 substring$ "-" = }
  31.253 +		{ "-" *
  31.254 +		  t #2 global.max$ substring$ 't :=
  31.255 +		}
  31.256 +	      while$
  31.257 +	    }
  31.258 +	  if$
  31.259 +	}
  31.260 +	{ t #1 #1 substring$ *
  31.261 +	  t #2 global.max$ substring$ 't :=
  31.262 +	}
  31.263 +      if$
  31.264 +    }
  31.265 +  while$
  31.266 +}
  31.267 +
  31.268 +FUNCTION {format.date}
  31.269 +{ year empty$
  31.270 +    { month empty$
  31.271 +	{ "" }
  31.272 +	{ "there's a month but no year in " cite$ * warning$
  31.273 +	  month
  31.274 +	}
  31.275 +      if$
  31.276 +    }
  31.277 +    { month empty$
  31.278 +	'year
  31.279 +	{ month " " * year * }
  31.280 +      if$
  31.281 +    }
  31.282 +  if$
  31.283 +}
  31.284 +
  31.285 +FUNCTION {format.btitle}
  31.286 +{ title emphasize
  31.287 +}
  31.288 +
  31.289 +FUNCTION {tie.or.space.connect}
  31.290 +{ duplicate$ text.length$ #3 <
  31.291 +    { "~" }
  31.292 +    { " " }
  31.293 +  if$
  31.294 +  swap$ * *
  31.295 +}
  31.296 +
  31.297 +FUNCTION {either.or.check}
  31.298 +{ empty$
  31.299 +    'pop$
  31.300 +    { "can't use both " swap$ * " fields in " * cite$ * warning$ }
  31.301 +  if$
  31.302 +}
  31.303 +
  31.304 +FUNCTION {format.bvolume}
  31.305 +{ volume empty$
  31.306 +    { "" }
  31.307 +    { "volume" volume tie.or.space.connect
  31.308 +      series empty$
  31.309 +	'skip$
  31.310 +	{ " of " * series emphasize * }
  31.311 +      if$
  31.312 +      "volume and number" number either.or.check
  31.313 +    }
  31.314 +  if$
  31.315 +}
  31.316 +
  31.317 +FUNCTION {format.number.series}
  31.318 +{ volume empty$
  31.319 +    { number empty$
  31.320 +	{ series field.or.null }
  31.321 +	{ output.state mid.sentence =
  31.322 +	    { "number" }
  31.323 +	    { "Number" }
  31.324 +	  if$
  31.325 +	  number tie.or.space.connect
  31.326 +	  series empty$
  31.327 +	    { "there's a number but no series in " cite$ * warning$ }
  31.328 +	    { " in " * series * }
  31.329 +	  if$
  31.330 +	}
  31.331 +      if$
  31.332 +    }
  31.333 +    { "" }
  31.334 +  if$
  31.335 +}
  31.336 +
  31.337 +FUNCTION {format.edition}
  31.338 +{ edition empty$
  31.339 +    { "" }
  31.340 +    { output.state mid.sentence =
  31.341 +	{ edition "l" change.case$ " edition" * }
  31.342 +	{ edition "t" change.case$ " edition" * }
  31.343 +      if$
  31.344 +    }
  31.345 +  if$
  31.346 +}
  31.347 +
  31.348 +INTEGERS { multiresult }
  31.349 +
  31.350 +FUNCTION {multi.page.check}
  31.351 +{ 't :=
  31.352 +  #0 'multiresult :=
  31.353 +    { multiresult not
  31.354 +      t empty$ not
  31.355 +      and
  31.356 +    }
  31.357 +    { t #1 #1 substring$
  31.358 +      duplicate$ "-" =
  31.359 +      swap$ duplicate$ "," =
  31.360 +      swap$ "+" =
  31.361 +      or or
  31.362 +	{ #1 'multiresult := }
  31.363 +	{ t #2 global.max$ substring$ 't := }
  31.364 +      if$
  31.365 +    }
  31.366 +  while$
  31.367 +  multiresult
  31.368 +}
  31.369 +
  31.370 +FUNCTION {format.pages}
  31.371 +{ pages empty$
  31.372 +    { "" }
  31.373 +    { pages multi.page.check
  31.374 +	{ "pages" pages n.dashify tie.or.space.connect }
  31.375 +	{ "page" pages tie.or.space.connect }
  31.376 +      if$
  31.377 +    }
  31.378 +  if$
  31.379 +}
  31.380 +
  31.381 +FUNCTION {format.vol.num.pages}
  31.382 +{ volume field.or.null
  31.383 +  number empty$
  31.384 +    'skip$
  31.385 +    { "(" number * ")" * *
  31.386 +      volume empty$
  31.387 +	{ "there's a number but no volume in " cite$ * warning$ }
  31.388 +	'skip$
  31.389 +      if$
  31.390 +    }
  31.391 +  if$
  31.392 +  pages empty$
  31.393 +    'skip$
  31.394 +    { duplicate$ empty$
  31.395 +	{ pop$ format.pages }
  31.396 +	{ ":" * pages n.dashify * }
  31.397 +      if$
  31.398 +    }
  31.399 +  if$
  31.400 +}
  31.401 +
  31.402 +FUNCTION {format.chapter.pages}
  31.403 +{ chapter empty$
  31.404 +    'format.pages
  31.405 +    { type empty$
  31.406 +	{ "chapter" }
  31.407 +	{ type "l" change.case$ }
  31.408 +      if$
  31.409 +      chapter tie.or.space.connect
  31.410 +      pages empty$
  31.411 +	'skip$
  31.412 +	{ ", " * format.pages * }
  31.413 +      if$
  31.414 +    }
  31.415 +  if$
  31.416 +}
  31.417 +
  31.418 +FUNCTION {format.in.ed.booktitle}
  31.419 +{ booktitle empty$
  31.420 +    { "" }
  31.421 +    { editor empty$
  31.422 +	{ "In " booktitle emphasize * }
  31.423 +	{ "In " format.editors * ", " * booktitle emphasize * }
  31.424 +      if$
  31.425 +    }
  31.426 +  if$
  31.427 +}
  31.428 +
  31.429 +FUNCTION {empty.misc.check}
  31.430 +{ author empty$ title empty$ howpublished empty$
  31.431 +  month empty$ year empty$ note empty$
  31.432 +  and and and and and
  31.433 +  key empty$ not and
  31.434 +    { "all relevant fields are empty in " cite$ * warning$ }
  31.435 +    'skip$
  31.436 +  if$
  31.437 +}
  31.438 +
  31.439 +FUNCTION {format.thesis.type}
  31.440 +{ type empty$
  31.441 +    'skip$
  31.442 +    { pop$
  31.443 +      type "t" change.case$
  31.444 +    }
  31.445 +  if$
  31.446 +}
  31.447 +
  31.448 +FUNCTION {format.tr.number}
  31.449 +{ type empty$
  31.450 +    { "Technical Report" }
  31.451 +    'type
  31.452 +  if$
  31.453 +  number empty$
  31.454 +    { "t" change.case$ }
  31.455 +    { number tie.or.space.connect }
  31.456 +  if$
  31.457 +}
  31.458 +
  31.459 +FUNCTION {format.article.crossref}
  31.460 +{ key empty$
  31.461 +    { journal empty$
  31.462 +	{ "need key or journal for " cite$ * " to crossref " * crossref *
  31.463 +	  warning$
  31.464 +	  ""
  31.465 +	}
  31.466 +	{ "In {\em " journal * "\/}" * }
  31.467 +      if$
  31.468 +    }
  31.469 +    { "In " key * }
  31.470 +  if$
  31.471 +  " \cite{" * crossref * "}" *
  31.472 +}
  31.473 +
  31.474 +FUNCTION {format.crossref.editor}
  31.475 +{ editor #1 "{vv~}{ll}" format.name$
  31.476 +  editor num.names$ duplicate$
  31.477 +  #2 >
  31.478 +    { pop$ " et~al." * }
  31.479 +    { #2 <
  31.480 +	'skip$
  31.481 +	{ editor #2 "{ff }{vv }{ll}{ jj}" format.name$ "others" =
  31.482 +	    { " et~al." * }
  31.483 +	    { " and " * editor #2 "{vv~}{ll}" format.name$ * }
  31.484 +	  if$
  31.485 +	}
  31.486 +      if$
  31.487 +    }
  31.488 +  if$
  31.489 +}
  31.490 +
  31.491 +FUNCTION {format.book.crossref}
  31.492 +{ volume empty$
  31.493 +    { "empty volume in " cite$ * "'s crossref of " * crossref * warning$
  31.494 +      "In "
  31.495 +    }
  31.496 +    { "Volume" volume tie.or.space.connect
  31.497 +      " of " *
  31.498 +    }
  31.499 +  if$
  31.500 +  editor empty$
  31.501 +  editor field.or.null author field.or.null =
  31.502 +  or
  31.503 +    { key empty$
  31.504 +	{ series empty$
  31.505 +	    { "need editor, key, or series for " cite$ * " to crossref " *
  31.506 +	      crossref * warning$
  31.507 +	      "" *
  31.508 +	    }
  31.509 +	    { "{\em " * series * "\/}" * }
  31.510 +	  if$
  31.511 +	}
  31.512 +	{ key * }
  31.513 +      if$
  31.514 +    }
  31.515 +    { format.crossref.editor * }
  31.516 +  if$
  31.517 +  " \cite{" * crossref * "}" *
  31.518 +}
  31.519 +
  31.520 +FUNCTION {format.incoll.inproc.crossref}
  31.521 +{ editor empty$
  31.522 +  editor field.or.null author field.or.null =
  31.523 +  or
  31.524 +    { key empty$
  31.525 +	{ booktitle empty$
  31.526 +	    { "need editor, key, or booktitle for " cite$ * " to crossref " *
  31.527 +	      crossref * warning$
  31.528 +	      ""
  31.529 +	    }
  31.530 +	    { "In {\em " booktitle * "\/}" * }
  31.531 +	  if$
  31.532 +	}
  31.533 +	{ "In " key * }
  31.534 +      if$
  31.535 +    }
  31.536 +    { "In " format.crossref.editor * }
  31.537 +  if$
  31.538 +  " \cite{" * crossref * "}" *
  31.539 +}
  31.540 +
  31.541 +FUNCTION {article}
  31.542 +{ output.bibitem
  31.543 +  format.authors "author" output.check
  31.544 +  new.block
  31.545 +  format.title "title" output.check
  31.546 +  new.block
  31.547 +  crossref missing$
  31.548 +    { journal emphasize "journal" output.check
  31.549 +      format.vol.num.pages output
  31.550 +      format.date "year" output.check
  31.551 +    }
  31.552 +    { format.article.crossref output.nonnull
  31.553 +      format.pages output
  31.554 +    }
  31.555 +  if$
  31.556 +  new.block
  31.557 +  note output
  31.558 +  fin.entry
  31.559 +}
  31.560 +
  31.561 +FUNCTION {book}
  31.562 +{ output.bibitem
  31.563 +  author empty$
  31.564 +    { format.editors "author and editor" output.check }
  31.565 +    { format.authors output.nonnull
  31.566 +      crossref missing$
  31.567 +	{ "author and editor" editor either.or.check }
  31.568 +	'skip$
  31.569 +      if$
  31.570 +    }
  31.571 +  if$
  31.572 +  new.block
  31.573 +  format.btitle "title" output.check
  31.574 +  crossref missing$
  31.575 +    { format.bvolume output
  31.576 +      new.block
  31.577 +      format.number.series output
  31.578 +      new.sentence
  31.579 +      publisher "publisher" output.check
  31.580 +      address output
  31.581 +    }
  31.582 +    { new.block
  31.583 +      format.book.crossref output.nonnull
  31.584 +    }
  31.585 +  if$
  31.586 +  format.edition output
  31.587 +  format.date "year" output.check
  31.588 +  new.block
  31.589 +  note output
  31.590 +  fin.entry
  31.591 +}
  31.592 +
  31.593 +FUNCTION {booklet}
  31.594 +{ output.bibitem
  31.595 +  format.authors output
  31.596 +  new.block
  31.597 +  format.title "title" output.check
  31.598 +  howpublished address new.block.checkb
  31.599 +  howpublished output
  31.600 +  address output
  31.601 +  format.date output
  31.602 +  new.block
  31.603 +  note output
  31.604 +  fin.entry
  31.605 +}
  31.606 +
  31.607 +FUNCTION {inbook}
  31.608 +{ output.bibitem
  31.609 +  author empty$
  31.610 +    { format.editors "author and editor" output.check }
  31.611 +    { format.authors output.nonnull
  31.612 +      crossref missing$
  31.613 +	{ "author and editor" editor either.or.check }
  31.614 +	'skip$
  31.615 +      if$
  31.616 +    }
  31.617 +  if$
  31.618 +  new.block
  31.619 +  format.btitle "title" output.check
  31.620 +  crossref missing$
  31.621 +    { format.bvolume output
  31.622 +      format.chapter.pages "chapter and pages" output.check
  31.623 +      new.block
  31.624 +      format.number.series output
  31.625 +      new.sentence
  31.626 +      publisher "publisher" output.check
  31.627 +      address output
  31.628 +    }
  31.629 +    { format.chapter.pages "chapter and pages" output.check
  31.630 +      new.block
  31.631 +      format.book.crossref output.nonnull
  31.632 +    }
  31.633 +  if$
  31.634 +  format.edition output
  31.635 +  format.date "year" output.check
  31.636 +  new.block
  31.637 +  note output
  31.638 +  fin.entry
  31.639 +}
  31.640 +
  31.641 +FUNCTION {incollection}
  31.642 +{ output.bibitem
  31.643 +  format.authors "author" output.check
  31.644 +  new.block
  31.645 +  format.title "title" output.check
  31.646 +  new.block
  31.647 +  crossref missing$
  31.648 +    { format.in.ed.booktitle "booktitle" output.check
  31.649 +      format.bvolume output
  31.650 +      format.number.series output
  31.651 +      format.chapter.pages output
  31.652 +      new.sentence
  31.653 +      publisher "publisher" output.check
  31.654 +      address output
  31.655 +      format.edition output
  31.656 +      format.date "year" output.check
  31.657 +    }
  31.658 +    { format.incoll.inproc.crossref output.nonnull
  31.659 +      format.chapter.pages output
  31.660 +    }
  31.661 +  if$
  31.662 +  new.block
  31.663 +  note output
  31.664 +  fin.entry
  31.665 +}
  31.666 +
  31.667 +FUNCTION {inproceedings}
  31.668 +{ output.bibitem
  31.669 +  format.authors "author" output.check
  31.670 +  new.block
  31.671 +  format.title "title" output.check
  31.672 +  new.block
  31.673 +  crossref missing$
  31.674 +    { format.in.ed.booktitle "booktitle" output.check
  31.675 +      format.bvolume output
  31.676 +      format.number.series output
  31.677 +      format.pages output
  31.678 +      address empty$
  31.679 +	{ organization publisher new.sentence.checkb
  31.680 +	  organization output
  31.681 +	  publisher output
  31.682 +	  format.date "year" output.check
  31.683 +	}
  31.684 +	{ address output.nonnull
  31.685 +	  format.date "year" output.check
  31.686 +	  new.sentence
  31.687 +	  organization output
  31.688 +	  publisher output
  31.689 +	}
  31.690 +      if$
  31.691 +    }
  31.692 +    { format.incoll.inproc.crossref output.nonnull
  31.693 +      format.pages output
  31.694 +    }
  31.695 +  if$
  31.696 +  new.block
  31.697 +  note output
  31.698 +  fin.entry
  31.699 +}
  31.700 +
  31.701 +FUNCTION {conference} { inproceedings }
  31.702 +
  31.703 +FUNCTION {manual}
  31.704 +{ output.bibitem
  31.705 +  author empty$
  31.706 +    { organization empty$
  31.707 +	'skip$
  31.708 +	{ organization output.nonnull
  31.709 +	  address output
  31.710 +	}
  31.711 +      if$
  31.712 +    }
  31.713 +    { format.authors output.nonnull }
  31.714 +  if$
  31.715 +  new.block
  31.716 +  format.btitle "title" output.check
  31.717 +  author empty$
  31.718 +    { organization empty$
  31.719 +	{ address new.block.checka
  31.720 +	  address output
  31.721 +	}
  31.722 +	'skip$
  31.723 +      if$
  31.724 +    }
  31.725 +    { organization address new.block.checkb
  31.726 +      organization output
  31.727 +      address output
  31.728 +    }
  31.729 +  if$
  31.730 +  format.edition output
  31.731 +  format.date output
  31.732 +  new.block
  31.733 +  note output
  31.734 +  fin.entry
  31.735 +}
  31.736 +
  31.737 +FUNCTION {mastersthesis}
  31.738 +{ output.bibitem
  31.739 +  format.authors "author" output.check
  31.740 +  new.block
  31.741 +  format.title "title" output.check
  31.742 +  new.block
  31.743 +  "Master's thesis" format.thesis.type output.nonnull
  31.744 +  school "school" output.check
  31.745 +  address output
  31.746 +  format.date "year" output.check
  31.747 +  new.block
  31.748 +  note output
  31.749 +  fin.entry
  31.750 +}
  31.751 +
  31.752 +FUNCTION {misc}
  31.753 +{ output.bibitem
  31.754 +  format.authors output
  31.755 +  title howpublished new.block.checkb
  31.756 +  format.title output
  31.757 +  howpublished new.block.checka
  31.758 +  howpublished output
  31.759 +  format.date output
  31.760 +  new.block
  31.761 +  note output
  31.762 +  fin.entry
  31.763 +  empty.misc.check
  31.764 +}
  31.765 +
  31.766 +FUNCTION {phdthesis}
  31.767 +{ output.bibitem
  31.768 +  format.authors "author" output.check
  31.769 +  new.block
  31.770 +  format.btitle "title" output.check
  31.771 +  new.block
  31.772 +  "PhD thesis" format.thesis.type output.nonnull
  31.773 +  school "school" output.check
  31.774 +  address output
  31.775 +  format.date "year" output.check
  31.776 +  new.block
  31.777 +  note output
  31.778 +  fin.entry
  31.779 +}
  31.780 +
  31.781 +FUNCTION {proceedings}
  31.782 +{ output.bibitem
  31.783 +  editor empty$
  31.784 +    { organization output }
  31.785 +    { format.editors output.nonnull }
  31.786 +  if$
  31.787 +  new.block
  31.788 +  format.btitle "title" output.check
  31.789 +  format.bvolume output
  31.790 +  format.number.series output
  31.791 +  address empty$
  31.792 +    { editor empty$
  31.793 +	{ publisher new.sentence.checka }
  31.794 +	{ organization publisher new.sentence.checkb
  31.795 +	  organization output
  31.796 +	}
  31.797 +      if$
  31.798 +      publisher output
  31.799 +      format.date "year" output.check
  31.800 +    }
  31.801 +    { address output.nonnull
  31.802 +      format.date "year" output.check
  31.803 +      new.sentence
  31.804 +      editor empty$
  31.805 +	'skip$
  31.806 +	{ organization output }
  31.807 +      if$
  31.808 +      publisher output
  31.809 +    }
  31.810 +  if$
  31.811 +  new.block
  31.812 +  note output
  31.813 +  fin.entry
  31.814 +}
  31.815 +
  31.816 +FUNCTION {techreport}
  31.817 +{ output.bibitem
  31.818 +  format.authors "author" output.check
  31.819 +  new.block
  31.820 +  format.title "title" output.check
  31.821 +  new.block
  31.822 +  format.tr.number output.nonnull
  31.823 +  institution "institution" output.check
  31.824 +  address output
  31.825 +  format.date "year" output.check
  31.826 +  new.block
  31.827 +  note output
  31.828 +  fin.entry
  31.829 +}
  31.830 +
  31.831 +FUNCTION {unpublished}
  31.832 +{ output.bibitem
  31.833 +  format.authors "author" output.check
  31.834 +  new.block
  31.835 +  format.title "title" output.check
  31.836 +  new.block
  31.837 +  note "note" output.check
  31.838 +  format.date output
  31.839 +  fin.entry
  31.840 +}
  31.841 +
  31.842 +FUNCTION {default.type} { misc }
  31.843 +
  31.844 +MACRO {jan} {"January"}
  31.845 +
  31.846 +MACRO {feb} {"February"}
  31.847 +
  31.848 +MACRO {mar} {"March"}
  31.849 +
  31.850 +MACRO {apr} {"April"}
  31.851 +
  31.852 +MACRO {may} {"May"}
  31.853 +
  31.854 +MACRO {jun} {"June"}
  31.855 +
  31.856 +MACRO {jul} {"July"}
  31.857 +
  31.858 +MACRO {aug} {"August"}
  31.859 +
  31.860 +MACRO {sep} {"September"}
  31.861 +
  31.862 +MACRO {oct} {"October"}
  31.863 +
  31.864 +MACRO {nov} {"November"}
  31.865 +
  31.866 +MACRO {dec} {"December"}
  31.867 +
  31.868 +MACRO {acmcs} {"ACM Computing Surveys"}
  31.869 +
  31.870 +MACRO {acta} {"Acta Informatica"}
  31.871 +
  31.872 +MACRO {cacm} {"Communications of the ACM"}
  31.873 +
  31.874 +MACRO {ibmjrd} {"IBM Journal of Research and Development"}
  31.875 +
  31.876 +MACRO {ibmsj} {"IBM Systems Journal"}
  31.877 +
  31.878 +MACRO {ieeese} {"IEEE Transactions on Software Engineering"}
  31.879 +
  31.880 +MACRO {ieeetc} {"IEEE Transactions on Computers"}
  31.881 +
  31.882 +MACRO {ieeetcad}
  31.883 + {"IEEE Transactions on Computer-Aided Design of Integrated Circuits"}
  31.884 +
  31.885 +MACRO {ipl} {"Information Processing Letters"}
  31.886 +
  31.887 +MACRO {jacm} {"Journal of the ACM"}
  31.888 +
  31.889 +MACRO {jcss} {"Journal of Computer and System Sciences"}
  31.890 +
  31.891 +MACRO {scp} {"Science of Computer Programming"}
  31.892 +
  31.893 +MACRO {sicomp} {"SIAM Journal on Computing"}
  31.894 +
  31.895 +MACRO {tocs} {"ACM Transactions on Computer Systems"}
  31.896 +
  31.897 +MACRO {tods} {"ACM Transactions on Database Systems"}
  31.898 +
  31.899 +MACRO {tog} {"ACM Transactions on Graphics"}
  31.900 +
  31.901 +MACRO {toms} {"ACM Transactions on Mathematical Software"}
  31.902 +
  31.903 +MACRO {toois} {"ACM Transactions on Office Information Systems"}
  31.904 +
  31.905 +MACRO {toplas} {"ACM Transactions on Programming Languages and Systems"}
  31.906 +
  31.907 +MACRO {tcs} {"Theoretical Computer Science"}
  31.908 +
  31.909 +READ
  31.910 +
  31.911 +FUNCTION {sortify}
  31.912 +{ purify$
  31.913 +  "l" change.case$
  31.914 +}
  31.915 +
  31.916 +INTEGERS { len }
  31.917 +
  31.918 +FUNCTION {chop.word}
  31.919 +{ 's :=
  31.920 +  'len :=
  31.921 +  s #1 len substring$ =
  31.922 +    { s len #1 + global.max$ substring$ }
  31.923 +    's
  31.924 +  if$
  31.925 +}
  31.926 +
  31.927 +FUNCTION {sort.format.names}
  31.928 +{ 's :=
  31.929 +  #1 'nameptr :=
  31.930 +  ""
  31.931 +  s num.names$ 'numnames :=
  31.932 +  numnames 'namesleft :=
  31.933 +    { namesleft #0 > }
  31.934 +    { nameptr #1 >
  31.935 +	{ "   " * }
  31.936 +	'skip$
  31.937 +      if$
  31.938 +      s nameptr "{vv{ } }{ll{ }}{  ff{ }}{  jj{ }}" format.name$ 't :=
  31.939 +      nameptr numnames = t "others" = and
  31.940 +	{ "et al" * }
  31.941 +	{ t sortify * }
  31.942 +      if$
  31.943 +      nameptr #1 + 'nameptr :=
  31.944 +      namesleft #1 - 'namesleft :=
  31.945 +    }
  31.946 +  while$
  31.947 +}
  31.948 +
  31.949 +FUNCTION {sort.format.title}
  31.950 +{ 't :=
  31.951 +  "A " #2
  31.952 +    "An " #3
  31.953 +      "The " #4 t chop.word
  31.954 +    chop.word
  31.955 +  chop.word
  31.956 +  sortify
  31.957 +  #1 global.max$ substring$
  31.958 +}
  31.959 +
  31.960 +FUNCTION {author.sort}
  31.961 +{ author empty$
  31.962 +    { key empty$
  31.963 +	{ "to sort, need author or key in " cite$ * warning$
  31.964 +	  ""
  31.965 +	}
  31.966 +	{ key sortify }
  31.967 +      if$
  31.968 +    }
  31.969 +    { author sort.format.names }
  31.970 +  if$
  31.971 +}
  31.972 +
  31.973 +FUNCTION {author.editor.sort}
  31.974 +{ author empty$
  31.975 +    { editor empty$
  31.976 +	{ key empty$
  31.977 +	    { "to sort, need author, editor, or key in " cite$ * warning$
  31.978 +	      ""
  31.979 +	    }
  31.980 +	    { key sortify }
  31.981 +	  if$
  31.982 +	}
  31.983 +	{ editor sort.format.names }
  31.984 +      if$
  31.985 +    }
  31.986 +    { author sort.format.names }
  31.987 +  if$
  31.988 +}
  31.989 +
  31.990 +FUNCTION {author.organization.sort}
  31.991 +{ author empty$
  31.992 +    { organization empty$
  31.993 +	{ key empty$
  31.994 +	    { "to sort, need author, organization, or key in " cite$ * warning$
  31.995 +	      ""
  31.996 +	    }
  31.997 +	    { key sortify }
  31.998 +	  if$
  31.999 +	}
 31.1000 +	{ "The " #4 organization chop.word sortify }
 31.1001 +      if$
 31.1002 +    }
 31.1003 +    { author sort.format.names }
 31.1004 +  if$
 31.1005 +}
 31.1006 +
 31.1007 +FUNCTION {editor.organization.sort}
 31.1008 +{ editor empty$
 31.1009 +    { organization empty$
 31.1010 +	{ key empty$
 31.1011 +	    { "to sort, need editor, organization, or key in " cite$ * warning$
 31.1012 +	      ""
 31.1013 +	    }
 31.1014 +	    { key sortify }
 31.1015 +	  if$
 31.1016 +	}
 31.1017 +	{ "The " #4 organization chop.word sortify }
 31.1018 +      if$
 31.1019 +    }
 31.1020 +    { editor sort.format.names }
 31.1021 +  if$
 31.1022 +}
 31.1023 +
 31.1024 +FUNCTION {presort}
 31.1025 +{ type$ "book" =
 31.1026 +  type$ "inbook" =
 31.1027 +  or
 31.1028 +    'author.editor.sort
 31.1029 +    { type$ "proceedings" =
 31.1030 +	'editor.organization.sort
 31.1031 +	{ type$ "manual" =
 31.1032 +	    'author.organization.sort
 31.1033 +	    'author.sort
 31.1034 +	  if$
 31.1035 +	}
 31.1036 +      if$
 31.1037 +    }
 31.1038 +  if$
 31.1039 +  "    "
 31.1040 +  *
 31.1041 +  year field.or.null sortify
 31.1042 +  *
 31.1043 +  "    "
 31.1044 +  *
 31.1045 +  title field.or.null
 31.1046 +  sort.format.title
 31.1047 +  *
 31.1048 +  #1 entry.max$ substring$
 31.1049 +  'sort.key$ :=
 31.1050 +}
 31.1051 +
 31.1052 +ITERATE {presort}
 31.1053 +
 31.1054 +SORT
 31.1055 +
 31.1056 +STRINGS { longest.label }
 31.1057 +
 31.1058 +INTEGERS { number.label longest.label.width }
 31.1059 +
 31.1060 +FUNCTION {initialize.longest.label}
 31.1061 +{ "" 'longest.label :=
 31.1062 +  #1 'number.label :=
 31.1063 +  #0 'longest.label.width :=
 31.1064 +}
 31.1065 +
 31.1066 +FUNCTION {longest.label.pass}
 31.1067 +{ number.label int.to.str$ 'label :=
 31.1068 +  number.label #1 + 'number.label :=
 31.1069 +  label width$ longest.label.width >
 31.1070 +    { label 'longest.label :=
 31.1071 +      label width$ 'longest.label.width :=
 31.1072 +    }
 31.1073 +    'skip$
 31.1074 +  if$
 31.1075 +}
 31.1076 +
 31.1077 +EXECUTE {initialize.longest.label}
 31.1078 +
 31.1079 +ITERATE {longest.label.pass}
 31.1080 +
 31.1081 +FUNCTION {begin.bib}
 31.1082 +{ preamble$ empty$
 31.1083 +    'skip$
 31.1084 +    { preamble$ write$ newline$ }
 31.1085 +  if$
 31.1086 +  "\begin{thebibliography}{"  longest.label  * "}" * write$ newline$
 31.1087 +}
 31.1088 +
 31.1089 +EXECUTE {begin.bib}
 31.1090 +
 31.1091 +EXECUTE {init.state.consts}
 31.1092 +
 31.1093 +ITERATE {call.type$}
 31.1094 +
 31.1095 +FUNCTION {end.bib}
 31.1096 +{ newline$
 31.1097 +  "\end{thebibliography}" write$ newline$
 31.1098 +}
 31.1099 +
 31.1100 +EXECUTE {end.bib}
 31.1101 +
    32.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
    32.2 +++ b/0__Papers/PStack/HotPar_2012/helpers/url.sty	Sun Mar 11 09:26:44 2012 -0700
    32.3 @@ -0,0 +1,325 @@
    32.4 +% url.sty  ver 1.4    02-Mar-1999   Donald Arseneau   asnd@triumf.ca
    32.5 +% Copyright 1996-1999 Donald Arseneau,  Vancouver, Canada.
    32.6 +% This program can be used, distributed, and modified under the terms
    32.7 +% of the LaTeX Project Public License.
    32.8 +%
    32.9 +% A form of \verb that allows linebreaks at certain characters or
   32.10 +% combinations of characters, accepts reconfiguration, and can usually
   32.11 +% be used in the argument to another command.  It is intended for email
   32.12 +% addresses, hypertext links, directories/paths, etc., which normally
   32.13 +% have no spaces.  The font may be selected using the \urlstyle command,
   32.14 +% and new url-like commands can be defined using \urldef.
   32.15 +%
   32.16 +% Usage:    Conditions:
   32.17 +% \url{ }   If the argument contains any "%", "#", or "^^", or ends with
   32.18 +%           "\", it can't be used in the argument to another command.
   32.19 +%           The argument must not contain unbalanced braces.
   32.20 +% \url|  |  ...where "|" is any character not used in the argument and not
   32.21 +%           "{" or a space.  The same restrictions as above except that the
   32.22 +%           argument may contain unbalanced braces.
   32.23 +% \xyz      for "\xyz" a defined-url;  this can be used anywhere, no matter
   32.24 +%           what characters it contains.
   32.25 +%
   32.26 +% See further instructions after "\endinput"
   32.27 +%
   32.28 +\def\Url@ttdo{% style assignments for tt fonts or T1 encoding
   32.29 +\def\UrlBreaks{\do\.\do\@\do\\\do\/\do\!\do\_\do\|\do\%\do\;\do\>\do\]%
   32.30 + \do\)\do\,\do\?\do\'\do\+\do\=}%
   32.31 +\def\UrlBigBreaks{\do\:\do@url@hyp}%
   32.32 +\def\UrlNoBreaks{\do\(\do\[\do\{\do\<}% (unnecessary)
   32.33 +\def\UrlSpecials{\do\ {\ }}%
   32.34 +\def\UrlOrds{\do\*\do\-\do\~}% any ordinary characters that aren't usually
   32.35 +}
   32.36 +\def\Url@do{% style assignments for OT1 fonts except tt
   32.37 +\def\UrlBreaks{\do\.\do\@\do\/\do\!\do\%\do\;\do\]\do\)\do\,\do\?\do\+\do\=}%
   32.38 +\def\UrlBigBreaks{\do\:\do@url@hyp}%
   32.39 +\def\UrlNoBreaks{\do\(\do\[\do\{}% prevents breaks after *next* character
   32.40 +\def\UrlSpecials{\do\<{\langle}\do\>{\mathbin{\rangle}}\do\_{\_%
   32.41 + \penalty\@m}\do\|{\mid}\do\{{\lbrace}\do\}{\mathbin{\rbrace}}\do
   32.42 + \\{\mathbin{\backslash}}\do\~{\raise.6ex\hbox{\m@th$\scriptstyle\sim$}}\do
   32.43 + \ {\ }}%
   32.44 +\def\UrlOrds{\do\'\do\"\do\-}%
   32.45 +}
   32.46 +\def\url@ttstyle{%
   32.47 +\@ifundefined{selectfont}{\def\UrlFont{\tt}}{\def\UrlFont{\ttfamily}}\Url@ttdo
   32.48 +}
   32.49 +\def\url@rmstyle{%
   32.50 +\@ifundefined{selectfont}{\def\UrlFont{\rm}}{\def\UrlFont{\rmfamily}}\Url@do
   32.51 +}
   32.52 +\def\url@sfstyle{%
   32.53 +\@ifundefined{selectfont}{\def\UrlFont{\sf}}{\def\UrlFont{\sffamily}}\Url@do
   32.54 +}
   32.55 +\def\url@samestyle{\ifdim\fontdimen\thr@@\font=\z@ \url@ttstyle \else
   32.56 +  \url@rmstyle \fi \def\UrlFont{}}
   32.57 +
   32.58 +\@ifundefined{strip@prefix}{\def\strip@prefix#1>{}}{}
   32.59 +\@ifundefined{verbatim@nolig@list}{\def\verbatim@nolig@list{\do\`}}{}
   32.60 +
   32.61 +\def\Url{%
   32.62 + \begingroup \let\url@moving\relax\relax \endgroup
   32.63 + \ifmmode\@nomatherr$\fi
   32.64 + \UrlFont $\fam\z@ \textfont\z@\font
   32.65 + \let\do\@makeother \dospecials % verbatim catcodes
   32.66 + \catcode`{\@ne \catcode`}\tw@ \catcode`\ 10 % except braces and spaces
   32.67 + \medmuskip0mu \thickmuskip\medmuskip \thinmuskip\medmuskip
   32.68 + \@tempcnta\fam\multiply\@tempcnta\@cclvi
   32.69 + \let\do\set@mathcode \UrlOrds % ordinary characters that were special
   32.70 + \advance\@tempcnta 8192 \UrlBreaks % bin
   32.71 + \advance\@tempcnta 4096 \UrlBigBreaks % rel
   32.72 + \advance\@tempcnta 4096 \UrlNoBreaks % open
   32.73 + \let\do\set@mathact \UrlSpecials % active
   32.74 + \let\do\set@mathnolig \verbatim@nolig@list % prevent ligatures
   32.75 + \@ifnextchar\bgroup\Url@z\Url@y}
   32.76 +
   32.77 +\def\Url@y#1{\catcode`{11 \catcode`}11
   32.78 +  \def\@tempa##1#1{\Url@z{##1}}\@tempa}
   32.79 +\def\Url@z#1{\def\@tempa{#1}\expandafter\expandafter\expandafter\Url@Hook
   32.80 +  \expandafter\strip@prefix\meaning\@tempa\UrlRight\m@th$\endgroup}
   32.81 +\def\Url@Hook{\UrlLeft}
   32.82 +\let\UrlRight\@empty
   32.83 +\let\UrlLeft\@empty
   32.84 +
   32.85 +\def\set@mathcode#1{\count@`#1\advance\count@\@tempcnta\mathcode`#1\count@}
   32.86 +\def\set@mathact#1#2{\mathcode`#132768 \lccode`\~`#1\lowercase{\def~{#2}}}
   32.87 +\def\set@mathnolig#1{\ifnum\mathcode`#1<32768
   32.88 +   \lccode`\~`#1\lowercase{\edef~{\mathchar\number\mathcode`#1_{\/}}}%
   32.89 +   \mathcode`#132768 \fi}
   32.90 +
   32.91 +\def\urldef#1#2{\begingroup \setbox\z@\hbox\bgroup
   32.92 +  \def\Url@z{\Url@def{#1}{#2}}#2}
   32.93 +\expandafter\ifx\csname DeclareRobustCommand\endcsname\relax
   32.94 +  \def\Url@def#1#2#3{\m@th$\endgroup\egroup\endgroup
   32.95 +    \def#1{#2{#3}}}
   32.96 +\else
   32.97 +  \def\Url@def#1#2#3{\m@th$\endgroup\egroup\endgroup
   32.98 +    \DeclareRobustCommand{#1}{#2{#3}}}
   32.99 +\fi
  32.100 +
  32.101 +\def\urlstyle#1{\csname url@#1style\endcsname}
  32.102 +
  32.103 +% Sample (and default) configuration:
  32.104 +%
  32.105 +\newcommand\url{\begingroup \Url}
  32.106 +%
  32.107 +% picTeX defines \path, so declare it optionally:
  32.108 +\@ifundefined{path}{\newcommand\path{\begingroup \urlstyle{tt}\Url}}{}
  32.109 +%
  32.110 +% too many styles define \email like \address, so I will not define it.
  32.111 +% \newcommand\email{\begingroup \urlstyle{rm}\Url}
  32.112 +
  32.113 +% Process LaTeX \package options
  32.114 +%
  32.115 +\urlstyle{tt}
  32.116 +\let\Url@sppen\@M
  32.117 +\def\do@url@hyp{}% by default, no breaks after hyphens
  32.118 +
  32.119 +\@ifundefined{ProvidesPackage}{}{
  32.120 +  \ProvidesPackage{url}[1999/03/02 \space ver 1.4 \space
  32.121 +       Verb mode for urls, email addresses, and file names]
  32.122 +  \DeclareOption{hyphens}{\def\do@url@hyp{\do\-}}% allow breaks after hyphens
  32.123 +  \DeclareOption{obeyspaces}{\let\Url@Hook\relax}% a flag for later
  32.124 +  \DeclareOption{spaces}{\let\Url@sppen\relpenalty}
  32.125 +  \DeclareOption{T1}{\let\Url@do\Url@ttdo}
  32.126 +  \ProcessOptions
  32.127 +\ifx\Url@Hook\relax % [obeyspaces] was declared
  32.128 +  \def\Url@Hook#1\UrlRight\m@th{\edef\@tempa{\noexpand\UrlLeft
  32.129 +    \Url@retain#1\Url@nosp\, }\@tempa\UrlRight\m@th}
  32.130 +  \def\Url@retain#1 {#1\penalty\Url@sppen\ \Url@retain}
  32.131 +  \def\Url@nosp\,#1\Url@retain{}
  32.132 +\fi
  32.133 +}
  32.134 +
  32.135 +\edef\url@moving{\csname Url Error\endcsname}
  32.136 +\expandafter\edef\url@moving
  32.137 + {\csname url used in a moving argument.\endcsname}
  32.138 +\expandafter\expandafter\expandafter \let \url@moving\undefined 
  32.139 +
  32.140 +\endinput
  32.141 +%
  32.142 +% url.sty  ver 1.4   02-Mar-1999   Donald Arseneau   asnd@reg.triumf.ca
  32.143 +%
  32.144 +% This package defines "\url", a form of "\verb" that allows linebreaks,
  32.145 +% and can often be used in the argument to another command.  It can be
  32.146 +% configured to print in different formats, and is particularly useful for
  32.147 +% hypertext links, email addresses, directories/paths, etc.  The font may
  32.148 +% be selected using the "\urlstyle" command and pre-defined text can be
  32.149 +% stored with the "\urldef" command. New url-like commands can be defined,
  32.150 +% and a "\path" command is provided this way.
  32.151 +%
  32.152 +% Usage:    Conditions:
  32.153 +% \url{ }   If the argument contains any "%", "#", or "^^", or ends with
  32.154 +%           "\", it can't be used in the argument to another command.
  32.155 +%           The argument must not contain unbalanced braces.
  32.156 +% \url|  |  ...where "|" is any character not used in the argument and not
  32.157 +%           "{" or a space.  The same restrictions as above except that the
  32.158 +%           argument may contain unbalanced braces.
  32.159 +% \xyz      for "\xyz" a defined-url;  this can be used anywhere, no matter
  32.160 +%           what characters it contains.
  32.161 +%
  32.162 +% The "\url" command is fragile, and its argument is likely to be very
  32.163 +% fragile, but a defined-url is robust.
  32.164 +%
  32.165 +% Package Option:  obeyspaces
  32.166 +% Ordinarily, all spaces are ignored in the url-text.  The "[obeyspaces]"
  32.167 +% option allows spaces, but may introduce spurious spaces when a url
  32.168 +% containing "\" characters is given in the argument to another command.
  32.169 +% So if you need to obey spaces you can say "\usepackage[obeyspaces]{url}",
  32.170 +% and if you need both spaces and backslashes, use a `defined-url' for
  32.171 +% anything with "\".
  32.172 +%
  32.173 +% Package Option:  hyphens
  32.174 +% Ordinarily, breaks are not allowed after "-" characters because this
  32.175 +% leads to confusion. (Is the "-" part of the address or just a hyphen?)
  32.176 +% The package option "[hyphens]" allows breaks after explicit hyphen
  32.177 +% characters.  The "\url" command will *never ever* hyphenate words.
  32.178 +%
  32.179 +% Package Option:  spaces
  32.180 +% Likewise, breaks are not usually allowed after spaces under the
  32.181 +% "[obeyspaces]" option, but giving the options "[obeyspaces,spaces]"
  32.182 +% will allow breaks at those spaces.
  32.183 +%
  32.184 +% Package Option:  T1
  32.185 +% This signifies that you will be using T1-encoded fonts which contain
  32.186 +% some characters missing from most older (OT1) encoded TeX fonts.  This
  32.187 +% changes the default definition for "\urlstyle{rm}".
  32.188 +%
  32.189 +% Defining a defined-url:
  32.190 +% Take for example the email address "myself%node@gateway.net" which could
  32.191 +% not be given (using "\url" or "\verb") in a caption or parbox due to the
  32.192 +% percent sign.  This address can be predefined with
  32.193 +%    \urldef{\myself}\url{myself%node@gateway.net}   or
  32.194 +%    \urldef{\myself}\url|myself%node@gateway.net|
  32.195 +% and then you may use "\myself" instead of "\url{myself%node@gateway.net}"
  32.196 +% in an argument, and even in a moving argument like a caption because a
  32.197 +% defined-url is robust.
  32.198 +%
  32.199 +% Style:
  32.200 +% You can switch the style of printing using "\urlstyle{tt}", where "tt"
  32.201 +% can be any defined style.  The pre-defined styles are "tt", "rm", "sf",
  32.202 +% and "same" which all allow the same linebreaks but different fonts --
  32.203 +% the first three select a specific font and the "same" style uses the
  32.204 +% current text font.  You can define your own styles with different fonts
  32.205 +% and/or line-breaking by following the explanations below.  The "\url"
  32.206 +% command follows whatever the currently-set style dictates.
  32.207 +%
  32.208 +% Alternate commands:
  32.209 +% It may be desireable to have different things treated differently, each
  32.210 +% in a predefined style; e.g., if you want directory paths to always be
  32.211 +% in tt and email addresses to be rm, then you would define new url-like
  32.212 +% commands as follows:
  32.213 +%
  32.214 +%    \newcommand\email{\begingroup \urlstyle{rm}\Url}
  32.215 +%    \newcommand\directory{\begingroup \urlstyle{tt}\Url}
  32.216 +%
  32.217 +% You must follow this format closely, and NOTE that the final command is
  32.218 +% "\Url", not "\url".  In fact, the "\directory" example is exactly the
  32.219 +% "\path" definition which is pre-defined in the package.  If you look
  32.220 +% above, you will see that "\url" is defined with
  32.221 +%    \newcommand\url{\begingroup \Url}
  32.222 +% I.e., using whatever url-style has been selected.
  32.223 +%
  32.224 +% You can make a defined-url for these other styles, using the usual
  32.225 +% "\urldef" command as in this example:
  32.226 +%
  32.227 +%    \urldef{\myself}{\email}{myself%node.domain@gateway.net}
  32.228 +%
  32.229 +% which makes "\myself" act like "\email{myself%node.domain@gateway.net}",
  32.230 +% if the "\email" command is defined as above.  The "\myself" command
  32.231 +% would then be robust.
  32.232 +%
  32.233 +% Defining styles:
  32.234 +% Before describing how to customize the printing style, it is best to
  32.235 +% mention something about the unusual implementation of "\url".  Although
  32.236 +% the material is textual in nature, and the font specification required
  32.237 +% is a text-font command, the text is actually typeset in *math* mode.
  32.238 +% This allows the context-sensitive linebreaking, but also accounts for
  32.239 +% the default behavior of ignoring spaces.  Now on to defining styles.
  32.240 +%
  32.241 +% To change the font or the list of characters that allow linebreaks, you
  32.242 +% could redefine the commands "\UrlFont", "\UrlBreaks", "\UrlSpecials" etc.
  32.243 +% directly in the document, but it is better to define a new `url-style'
  32.244 +% (following the example of "\url@ttstyle" and "\url@rmstyle") which defines
  32.245 +% all of "\UrlBigbreaks", "\UrlNoBreaks", "\UrlBreaks", "\UrlSpecials", and
  32.246 +% "\UrlFont".
  32.247 +%
  32.248 +% Changing font:
  32.249 +% The "\UrlFont" command selects the font.  The definition of "\UrlFont"
  32.250 +% done by the pre-defined styles varies to cope with a variety of LaTeX
  32.251 +% font selection schemes, but it could be as simple as "\def\UrlFont{\tt}".
  32.252 +% Depending on the font selected, some characters may need to be defined
  32.253 +% in the "\UrlSpecials" list because many fonts don't contain all the
  32.254 +% standard input characters.
  32.255 +%
  32.256 +% Changing linebreaks:
  32.257 +% The list of characters that allow line-breaks is given by "\UrlBreaks"
  32.258 +% and "\UrlBigBreaks", which have the format "\do\c" for character "c".
  32.259 +% The differences are that `BigBreaks' have a lower penalty and have
  32.260 +% different breakpoints when in sequence (as in "http://"): `BigBreaks'
  32.261 +% are treated as mathrels while `Breaks' are mathbins (see The TeXbook,
  32.262 +% p.170). In particular, a series of `BigBreak' characters will break at
  32.263 +% the end and only at the end; a series of `Break' characters will break
  32.264 +% after the first and after every following *pair*; there will be no
  32.265 +% break after a `Break' character if a `BigBreak' follows.  In the case
  32.266 +% of "http://" it doesn't matter whether ":" is a `Break' or `BigBreak' --
  32.267 +% the breaks are the same in either case; but for DECnet nodes with "::"
  32.268 +% it is important to prevent breaks *between* the colons, and that is why
  32.269 +% colons are `BigBreaks'.
  32.270 +%
  32.271 +% It is possible for characters to prevent breaks after the next following
  32.272 +% character (I use this for parentheses).  Specify these in "\UrlNoBreaks".
  32.273 +%
  32.274 +% You can do arbitrarily complex things with characters by making them
  32.275 +% active in math mode (mathcode hex-8000) and specifying the definition(s)
  32.276 +% in "\UrlSpecials".  This is used in the rm and sf styles for OT1 font
  32.277 +% encoding to handle several characters that are not present in those
  32.278 +% computer-modern style fonts.  See the definition of "\Url@do", which
  32.279 +% is used by both "\url@rmstyle" and "\url@sfstyle"; it handles missing
  32.280 +% characters via "\UrlSpecials".  The nominal format for setting each
  32.281 +% special character "c" is: "\do\c{<definition>}", but you can include
  32.282 +% other definitions too.
  32.283 +%
  32.284 +%
  32.285 +% If all this sounds confusing ... well, it is!  But I hope you won't need
  32.286 +% to redefine breakpoints -- the default assignments seem to work well for
  32.287 +% a wide variety of applications.  If you do need to make changes, you can
  32.288 +% test for breakpoints using regular math mode and the characters "+=(a".
  32.289 +%
  32.290 +% Yet more flexibility:
  32.291 +% You can also customize the verbatim text by defining "\UrlRight" and/or
  32.292 +% "\UrlLeft", e.g., for ISO formatting of urls surrounded by "<  >", define
  32.293 +%
  32.294 +%    \renewcommand\url{\begingroup \def\UrlLeft{<url: }\def\UrlRight{>}%
  32.295 +%        \urlstyle{tt}\Url}
  32.296 +%
  32.297 +% The meanings of "\UrlLeft" and "\UrlRight" are *not* reproduced verbatim.
  32.298 +% This lets you use formatting commands there, but you must be careful not
  32.299 +% to use TeX's special characters ("\^_%~#$&{}" etc.) improperly.
  32.300 +% You can also define "\UrlLeft" to reprocess the verbatim text, but the
  32.301 +% format of the definition is special:
  32.302 +%
  32.303 +%    \def\UrlLeft#1\UrlRight{ ... do things with #1 ... }
  32.304 +%
  32.305 +% Yes, that is "#1" followed by "\UrlRight" then the definition.  For
  32.306 +% example, to put a hyperTeX hypertext link in the DVI file:
  32.307 +%
  32.308 +%    \def\UrlLeft#1\UrlRight{\special{html:<a href="#1">}#1\special{html:</a>}}
  32.309 +%
  32.310 +% Using this technique, url.sty can provide a convenient interface for
  32.311 +% performing various operations on verbatim text.  You don't even need
  32.312 +% to print out the argument!  For greatest efficiency in such obscure
  32.313 +% applications, you can define a null url-style where all the lists like
  32.314 +% "\UrlBreaks" are empty.
  32.315 +%
  32.316 +% Revision History:
  32.317 +% ver 1.1 6-Feb-1996: 
  32.318 +% Fix hyphens that wouldn't break and ligatures that weren't suppressed.
  32.319 +% ver 1.2 19-Oct-1996:
  32.320 +% Package option for T1 encoding; Hooks: "\UrlLeft" and "\UrlRight".
  32.321 +% ver 1.3 21-Jul-1997:
  32.322 +% Prohibit spaces as delimiter characters; change ascii tilde in OT1.
  32.323 +% ver 1.4 02-Mar-1999
  32.324 +% LaTeX license; moving-argument-error
  32.325 +% The End
  32.326 +
  32.327 +Test file integrity:  ASCII 32-57, 58-126:  !"#$%&'()*+,-./0123456789
  32.328 +:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~
    33.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
    33.2 +++ b/0__Papers/PStack/HotPar_2012/helpers/usetex-v1-anon.cls	Sun Mar 11 09:26:44 2012 -0700
    33.3 @@ -0,0 +1,363 @@
    33.4 +\NeedsTeXFormat{LaTeX2e}
    33.5 +\ProvidesClass{usetex-v1-anon}[2002/10/31 v1.2 usetex Usenix article class]
    33.6 +
    33.7 +% usetex-v1.cls - to be used with LaTeX2e for Usenix articles
    33.8 +%
    33.9 +% To use this style file, do this:
   33.10 +%
   33.11 +%    \documentclass{usetex-v1}
   33.12 +%
   33.13 +% The following definitions are modifications of standard article.cls
   33.14 +% definitions, arranged to do a better job of matching the Usenix
   33.15 +% guidelines. and make for convenient Usenix paper writing
   33.16 +%
   33.17 +% Choose the appropriate option:
   33.18 +%
   33.19 +% 1. workingdraft:
   33.20 +%
   33.21 +%       For initial submission and shepherding.  Features prominent
   33.22 +%       date, notice of draft status, page numbers, and annotation
   33.23 +%       facilities.
   33.24 +%
   33.25 +% 2. proof:
   33.26 +%
   33.27 +%         A galley proof identical to the final copy except for page
   33.28 +%         numbering and proof date on the bottom.  Annotations are
   33.29 +%         removed.
   33.30 +%
   33.31 +% 3. webversion:
   33.32 +%
   33.33 +%       A web-publishable version, uses \docstatus{} to indicate
   33.34 +%       publication information (where and when paper was published),
   33.35 +%       and page numbers.
   33.36 +%
   33.37 +% 4. finalversion:
   33.38 +%
   33.39 +%       The final camera-ready-copy (CRC) version of the paper.
   33.40 +%       Published in conference proceedings.  This doesn't include
   33.41 +%       page numbers, annotations, or draft status (Usenix adds
   33.42 +%       headers, footers, and page numbers onto the CRC).
   33.43 +%
   33.44 +% If several are used, the last one in this list wins
   33.45 +%
   33.46 +
   33.47 +%
   33.48 +% In addition, the option "endnotes" permits the use of the
   33.49 +% otherwise-disabled, Usenix-deprecated footnote{} command in
   33.50 +% documents.  In this case, be sure to include a
   33.51 +% \makeendnotes command at the end of your document or
   33.52 +% the endnotes will not actually appear.
   33.53 +%
   33.54 +
   33.55 +\newif\if@draftcopy \newif\ifworkingdraft
   33.56 +\DeclareOption{workingdraft}{\workingdrafttrue\@draftcopytrue}
   33.57 +\newif\ifproof \DeclareOption{proof}{\prooftrue\@draftcopytrue}
   33.58 +\newif\ifwebversion
   33.59 +\DeclareOption{webversion}{\prooftrue\webversiontrue\@draftcopytrue}
   33.60 +\DeclareOption{finalversion}{}
   33.61 +\newif\ifhasendnotes
   33.62 +\DeclareOption{endnotes}{\hasendnotestrue}
   33.63 +
   33.64 +% pass all other options to the article class
   33.65 +\DeclareOption*{%
   33.66 +  \PassOptionsToClass{\CurrentOption}{article}%
   33.67 +}
   33.68 +
   33.69 +% actually process the options
   33.70 +\ProcessOptions
   33.71 +
   33.72 +% usetex is based on article
   33.73 +\LoadClass[twocolumn]{article}
   33.74 +
   33.75 +% Footnotes are not currently allowed, but
   33.76 +% endnotes (while a bad idea) are.
   33.77 +\ifhasendnotes
   33.78 +  \RequirePackage{endnotes}
   33.79 +\fi
   33.80 +
   33.81 +% save any provided document status information
   33.82 +\def\@docstatus{}
   33.83 +\def\docstatus#1{\gdef\@docstatus{#1}}
   33.84 +
   33.85 +\ifworkingdraft
   33.86 +
   33.87 +  % formatting helper for draft notes
   33.88 +  \newcommand{\@noteleader[1]}{%
   33.89 +    {\marginpar{\framebox{\scriptsize\textbf{#1}}}}%
   33.90 +    \bfseries\itshape
   33.91 +  }
   33.92 +
   33.93 +  % put a small anonymous editing note in the draft copy
   33.94 +  \newcommand{\edannote}[1]{{\@noteleader[note] (#1)}}
   33.95 +
   33.96 +  % put a small attributed editing note in the draft copy
   33.97 +  \newcommand{\edatnote}[2]{{\@noteleader[#1] #2}}
   33.98 +
   33.99 +  % put an attributed editing note paragraph in the draft copy
  33.100 +  \newenvironment{ednote}[1]
  33.101 +    {\newcommand{\who}{#1}\@noteleader[\who]}
  33.102 +
  33.103 +  % mark a spot where work has been left off for later
  33.104 +  \newcommand{\HERE}{%
  33.105 +    {\mbox{}\marginpar{\framebox{\textbf{here}}}}{\bf\ldots}}
  33.106 +
  33.107 +\else
  33.108 +
  33.109 +  % dummy versions of editing commands to produce warnings
  33.110 +
  33.111 +  \newcommand{\edannote}[1]{\@latex@warning
  33.112 +    {Leftover edannote command in final version ignored}}
  33.113 +
  33.114 +  \newcommand{\edatnote}[1]{\@latex@warning
  33.115 +    {Leftover edatnote command in final version ignored}}
  33.116 +
  33.117 +  \newsavebox{\@discard}
  33.118 +  \newenvironment{ednote}[1]{\@latex@warning
  33.119 +    {Leftover ednote environment in final version ignored}%
  33.120 +    \begin{lrbox}{\@discard}}{\end{lrbox}}
  33.121 +
  33.122 +  \newcommand{\HERE}{\@latex@warning
  33.123 +    {Leftover HERE command in final version ignored}}
  33.124 +
  33.125 +\fi
  33.126 +
  33.127 +% set up the footers appropriately
  33.128 +\def\@setfoot{%
  33.129 +  \ifwebversion
  33.130 +    % webversions get whatever status the author says
  33.131 +    \gdef\@evenfoot{\@docstatus \hfil \thepage}%
  33.132 +  \else
  33.133 +    % all other drafts get the standard draft footer
  33.134 +    \gdef\@evenfoot{\textbf{Draft:} \@draftdate\hfil \textbf{Page:} \thepage}%
  33.135 +  \fi
  33.136 +  \gdef\@oddfoot{\@evenfoot}%
  33.137 +}
  33.138 +
  33.139 +%
  33.140 +% Usenix wants no page numbers for submitted papers, so that
  33.141 +% they can number them themselves.  Drafts should have
  33.142 +% numbered pages, so they can be edited.
  33.143 +% 
  33.144 +\if@draftcopy
  33.145 +  % Compute a date and time for the draft for use
  33.146 +  % either in \@setfoot (proof) or in \maketitle (workingdraft)
  33.147 +  %
  33.148 +  % Time code adapted from custom-bib/makebst.tex
  33.149 +  % Copyright 1993-1999 Patrick W Daly
  33.150 +  % Max-Planck-Institut f\"ur Aeronomie
  33.151 +  % E-mail: daly@linmp.mpg.de
  33.152 +  \newcount\hour
  33.153 +  \hour=\time
  33.154 +  \divide\hour by 60
  33.155 +  \newcount\minute
  33.156 +  \minute=\hour
  33.157 +  \multiply\minute by 60
  33.158 +  \advance\minute by -\time
  33.159 +  \multiply\minute by -1
  33.160 +  \newcommand{\@draftdate}
  33.161 +    {{\the\year/\/\two@digits{\the\month}/\/\two@digits{\the\day}%
  33.162 +          ~\two@digits{\the\hour}:\two@digits{\the\minute}}}
  33.163 +  \pagestyle{plain}
  33.164 +  \@setfoot
  33.165 +\else
  33.166 +  \pagestyle{empty}
  33.167 +\fi
  33.168 +
  33.169 +% Times-Roman font is nice if you can get it (requires NFSS,
  33.170 +% which is in latex2e).
  33.171 +\usepackage{times}
  33.172 +
  33.173 +% endnote support, as described at
  33.174 +%   http://www.lyx.org/help/footnotes.php
  33.175 +\ifhasendnotes
  33.176 +  \typeout
  33.177 +    {Warning: endnotes support is deprecated (see documentation for details)}
  33.178 +  \let\footnote=\endnote
  33.179 +  \def\enoteformat{\rightskip\z@ \leftskip\z@
  33.180 +       \parindent=0pt\parskip=\baselineskip
  33.181 +       \@theenmark. }
  33.182 +  \newcommand{\makeendnotes}{
  33.183 +    \begingroup
  33.184 +    \def\enotesize{\normalsize}
  33.185 +    \theendnotes
  33.186 +    \endgroup
  33.187 +  }
  33.188 +\else
  33.189 +  \long\gdef\footnote{\@latex@error
  33.190 +    {Deprecated footnote command (see documentation for details)}}
  33.191 +  \long\gdef\endnote{\@latex@error
  33.192 +    {Deprecated endnote command (see documentation for details)}}
  33.193 +\fi
  33.194 +
  33.195 +%
  33.196 +% Usenix margins 
  33.197 +% Gives active areas of 6.45" x 9.0"
  33.198 +%
  33.199 +\setlength{\textheight}{9.0in}
  33.200 +\setlength{\columnsep}{0.25in}
  33.201 +\setlength{\textwidth}{6.45in}
  33.202 +%\setlength{\footskip}{0.0in}
  33.203 +%\setlength{\footheight}{0.0in}
  33.204 +\setlength{\topmargin}{0.0in}
  33.205 +\setlength{\headheight}{0.0in}
  33.206 +\setlength{\headsep}{0.0in}
  33.207 +\setlength{\evensidemargin}{0.0in}
  33.208 +\setlength{\oddsidemargin}{0.0in}
  33.209 +\setlength{\marginparsep}{1.5em}
  33.210 +\setlength{\marginparwidth}{0.35in}
  33.211 +
  33.212 +% The standard maketitle insists on
  33.213 +% messing with the style of the first page.
  33.214 +% Thus, we will wrap maketitle with code to put
  33.215 +% things right again.
  33.216 +\let \save@maketitle=\maketitle
  33.217 +\def\maketitle{
  33.218 +  \save@maketitle
  33.219 +  \if@draftcopy
  33.220 +    \@specialpagefalse
  33.221 +  \else
  33.222 +    \thispagestyle{empty}
  33.223 +  \fi
  33.224 +}
  33.225 +
  33.226 +%
  33.227 +% Usenix titles are in 14-point bold type, with no date, and with no
  33.228 +% change in the empty page headers.  The author section is
  33.229 +% 12 point roman and italic: see below.
  33.230 +%
  33.231 +\def\@maketitle{%
  33.232 +  \newpage
  33.233 +  \null
  33.234 +%  \vskip 3ex%
  33.235 +  \begin{center}%
  33.236 +%  \let \footnote \thanks
  33.237 +  {\Large \bf \@title \par}%            % use 14 pt bold
  33.238 +%  \vskip 2ex%
  33.239 +  {\large
  33.240 +%    \lineskip .5ex%
  33.241 +%    \begin{tabular}[t]{c}%
  33.242 +%      \@author
  33.243 +%    \end{tabular}\par
  33.244 +  }%
  33.245 +  \ifworkingdraft
  33.246 +    \vskip 0.5ex
  33.247 +    \textbf{Draft of \@draftdate}
  33.248 +    \vskip 0.5ex
  33.249 +  \fi
  33.250 +  \ifwebversion
  33.251 +    \vskip 0.5ex
  33.252 +    \textit{Authors and affiliation elided for review.}
  33.253 +    \vskip 0.5ex
  33.254 +  \fi
  33.255 +  \end{center}%
  33.256 +  \par
  33.257 +%  \vskip 2ex
  33.258 +}
  33.259 +
  33.260 +%
  33.261 +% The author section
  33.262 +% should have names in Roman, address in
  33.263 +% italic, e-mail/http in typewriter.
  33.264 +% This is enforced by use of these macros
  33.265 +%
  33.266 +\def\authname#1{{#1}\\}
  33.267 +\def\authaddr#1{\itshape{#1}\\}
  33.268 +\def\authurl#1{{\normalsize #1}\\}
  33.269 +
  33.270 +%
  33.271 +% The abstract is preceded by a 12-pt bold centered heading
  33.272 +%
  33.273 +\def\abstract{\begin{center}%
  33.274 +  {\large\bf \abstractname\vspace{-.5ex}\vspace{\z@}}%
  33.275 +  \end{center}}
  33.276 +\def\endabstract{}
  33.277 +
  33.278 +%
  33.279 +% Main section titles are 12-pt bold.  Lower divisions can
  33.280 +% be same size or smaller: we choose same.
  33.281 +% Main section leading is tight.  Subsection leading is even
  33.282 +% slightly tighter.  All lower divisions are formatted like subsections.
  33.283 +% 
  33.284 +\newcommand\@sectionfont{\reset@font\large\bf}
  33.285 +\newlength\@sectionaboveskip
  33.286 +\setlength\@sectionaboveskip{-0.7\baselineskip
  33.287 +  plus -0.1\baselineskip
  33.288 +  minus -0.1\baselineskip}
  33.289 +\newlength\@sectionbelowskip
  33.290 +\setlength\@sectionbelowskip{0.3\baselineskip
  33.291 +  plus 0.1\baselineskip}
  33.292 +\newlength\@subsectionaboveskip
  33.293 +\setlength\@subsectionaboveskip{-0.5\baselineskip
  33.294 +  plus -0.1\baselineskip}
  33.295 +\renewcommand\section{\@startsection {section}{1}{\z@}%
  33.296 +    {\@sectionaboveskip}{\@sectionbelowskip}{\@sectionfont}}
  33.297 +\newcommand\@gensubsection[2]{\@startsection {#1}{#2}{\z@}%
  33.298 +    {\@subsectionaboveskip}{\@sectionbelowskip}{\@sectionfont}}
  33.299 +\renewcommand\subsection{\@gensubsection{subsection}{2}}
  33.300 +\renewcommand\subsubsection{\@gensubsection{subsubsection}{3}}
  33.301 +%\renewcommand\paragraph{\@gensubsection{paragraph}{4}}
  33.302 +%\renewcommand\subparagraph{\@gensubsection{subparagaph}{5}}
  33.303 +\renewcommand\paragraph{\@startsection{paragraph}{4}{\z@}%
  33.304 +                                    {1.25ex \@plus 0.2ex \@minus 0.2ex}%
  33.305 +                                    {-1.0em}%
  33.306 +                                    {\normalfont\normalsize\bfseries}}
  33.307 +\renewcommand\subparagraph{\@startsection{subparagraph}{5}{\parindent}%
  33.308 +                                    {1.25ex \@plus 0.2ex \@minus 0.2ex}%
  33.309 +                                    {-1.0em}%
  33.310 +                                    {\normalfont\normalsize\bfseries}}
  33.311 +
  33.312 +% List items need to be tightened up.
  33.313 +% There must be a better way than copying
  33.314 +% the definitions to modify the list environment...
  33.315 +\def\@itemspacings{\listparindent=\parindent
  33.316 +  \parsep=0pt\topsep=0.3\baselineskip\partopsep=0pt\itemsep=0pt}
  33.317 +% now make envs use itemspacings
  33.318 +\def\itemize{%
  33.319 +  \ifnum \@itemdepth >\thr@@\@toodeep\else
  33.320 +    \advance\@itemdepth\@ne
  33.321 +    \edef\@itemitem{labelitem\romannumeral\the\@itemdepth}%
  33.322 +    \expandafter
  33.323 +    \list
  33.324 +      \csname\@itemitem\endcsname
  33.325 +      {\@itemspacings\def\makelabel##1{\hss\llap{##1}}}%
  33.326 +  \fi}
  33.327 +\def\enumerate{%
  33.328 +  \ifnum \@enumdepth >\thr@@\@toodeep\else
  33.329 +    \advance\@enumdepth\@ne
  33.330 +    \edef\@enumctr{enum\romannumeral\the\@enumdepth}%
  33.331 +      \expandafter
  33.332 +      \list
  33.333 +        \csname label\@enumctr\endcsname
  33.334 +        {\@itemspacings\usecounter\@enumctr\def\makelabel##1{\hss\llap{##1}}}%
  33.335 +  \fi}
  33.336 +\def\description{%
  33.337 +  \list{}{\labelwidth\z@ \itemindent-\leftmargin
  33.338 +          \@itemspacings\let\makelabel\descriptionlabel}}
  33.339 +
  33.340 +% Bibliography items need to be tightened up.
  33.341 +% Again, there must be a better way than copying
  33.342 +% the definitions to modify the list environment...
  33.343 +\def\thebibliography#1%
  33.344 +     {\section*{\refname}%
  33.345 +      \@mkboth{\MakeUppercase\refname}{\MakeUppercase\refname}%
  33.346 +      \list{\@biblabel{\@arabic\c@enumiv}}%
  33.347 +           {\settowidth\labelwidth{\@biblabel{#1}}%
  33.348 +            \leftmargin\labelwidth
  33.349 +            \advance\leftmargin\labelsep
  33.350 +            \@openbib@code
  33.351 +            \usecounter{enumiv}%
  33.352 +            \let\p@enumiv\@empty
  33.353 +            \renewcommand\theenumiv{\@arabic\c@enumiv}%
  33.354 +            \parsep=0pt}% pack entries
  33.355 +      \sloppy
  33.356 +      \hbadness=8000% mostly don't whine about bibliography fmt
  33.357 +      \clubpenalty=4000%
  33.358 +      \@clubpenalty=\clubpenalty
  33.359 +      \widowpenalty=4000%
  33.360 +      \sfcode`\.\@m}
  33.361 +
  33.362 +% Floating bodies need to be tightened up.
  33.363 +\setlength\textfloatsep{14pt plus 2pt}
  33.364 +\setlength\dbltextfloatsep{\textfloatsep}
  33.365 +\setlength\intextsep{0.8\textfloatsep}
  33.366 +\setlength\abovecaptionskip{8pt minus 2pt}
    34.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
    34.2 +++ b/0__Papers/PStack/HotPar_2012/helpers/usetex-v1.cls	Sun Mar 11 09:26:44 2012 -0700
    34.3 @@ -0,0 +1,357 @@
    34.4 +\NeedsTeXFormat{LaTeX2e}
    34.5 +\ProvidesClass{usetex-v1}[2002/10/31 v1.2 usetex Usenix article class]
    34.6 +
    34.7 +% usetex-v1.cls - to be used with LaTeX2e for Usenix articles
    34.8 +%
    34.9 +% To use this style file, do this:
   34.10 +%
   34.11 +%    \documentclass{usetex-v1}
   34.12 +%
   34.13 +% The following definitions are modifications of standard article.cls
   34.14 +% definitions, arranged to do a better job of matching the Usenix
   34.15 +% guidelines. and make for convenient Usenix paper writing
   34.16 +%
   34.17 +% Choose the appropriate option:
   34.18 +%
   34.19 +% 1. workingdraft:
   34.20 +%
   34.21 +%       For initial submission and shepherding.  Features prominent
   34.22 +%       date, notice of draft status, page numbers, and annotation
   34.23 +%       facilities.
   34.24 +%
   34.25 +% 2. proof:
   34.26 +%
   34.27 +%         A galley proof identical to the final copy except for page
   34.28 +%         numbering and proof date on the bottom.  Annotations are
   34.29 +%         removed.
   34.30 +%
   34.31 +% 3. webversion:
   34.32 +%
   34.33 +%       A web-publishable version, uses \docstatus{} to indicate
   34.34 +%       publication information (where and when paper was published),
   34.35 +%       and page numbers.
   34.36 +%
   34.37 +% 4. finalversion:
   34.38 +%
   34.39 +%       The final camera-ready-copy (CRC) version of the paper.
   34.40 +%       Published in conference proceedings.  This doesn't include
   34.41 +%       page numbers, annotations, or draft status (Usenix adds
   34.42 +%       headers, footers, and page numbers onto the CRC).
   34.43 +%
   34.44 +% If several are used, the last one in this list wins
   34.45 +%
   34.46 +
   34.47 +%
   34.48 +% In addition, the option "endnotes" permits the use of the
   34.49 +% otherwise-disabled, Usenix-deprecated footnote{} command in
   34.50 +% documents.  In this case, be sure to include a
   34.51 +% \makeendnotes command at the end of your document or
   34.52 +% the endnotes will not actually appear.
   34.53 +%
   34.54 +
   34.55 +\newif\if@draftcopy \newif\ifworkingdraft
   34.56 +\DeclareOption{workingdraft}{\workingdrafttrue\@draftcopytrue}
   34.57 +\newif\ifproof \DeclareOption{proof}{\prooftrue\@draftcopytrue}
   34.58 +\newif\ifwebversion
   34.59 +\DeclareOption{webversion}{\prooftrue\webversiontrue\@draftcopytrue}
   34.60 +\DeclareOption{finalversion}{}
   34.61 +\newif\ifhasendnotes
   34.62 +\DeclareOption{endnotes}{\hasendnotestrue}
   34.63 +
   34.64 +% pass all other options to the article class
   34.65 +\DeclareOption*{%
   34.66 +  \PassOptionsToClass{\CurrentOption}{article}%
   34.67 +}
   34.68 +
   34.69 +% actually process the options
   34.70 +\ProcessOptions
   34.71 +
   34.72 +% usetex is based on article
   34.73 +\LoadClass[twocolumn]{article}
   34.74 +
   34.75 +% Footnotes are not currently allowed, but
   34.76 +% endnotes (while a bad idea) are.
   34.77 +\ifhasendnotes
   34.78 +  \RequirePackage{endnotes}
   34.79 +\fi
   34.80 +
   34.81 +% save any provided document status information
   34.82 +\def\@docstatus{}
   34.83 +\def\docstatus#1{\gdef\@docstatus{#1}}
   34.84 +
   34.85 +\ifworkingdraft
   34.86 +
   34.87 +  % formatting helper for draft notes
   34.88 +  \newcommand{\@noteleader[1]}{%
   34.89 +    {\marginpar{\framebox{\scriptsize\textbf{#1}}}}%
   34.90 +    \bfseries\itshape
   34.91 +  }
   34.92 +
   34.93 +  % put a small anonymous editing note in the draft copy
   34.94 +  \newcommand{\edannote}[1]{{\@noteleader[note] (#1)}}
   34.95 +
   34.96 +  % put a small attributed editing note in the draft copy
   34.97 +  \newcommand{\edatnote}[2]{{\@noteleader[#1] #2}}
   34.98 +
   34.99 +  % put an attributed editing note paragraph in the draft copy
  34.100 +  \newenvironment{ednote}[1]
  34.101 +    {\newcommand{\who}{#1}\@noteleader[\who]}
  34.102 +
  34.103 +  % mark a spot where work has been left off for later
  34.104 +  \newcommand{\HERE}{%
  34.105 +    {\mbox{}\marginpar{\framebox{\textbf{here}}}}{\bf\ldots}}
  34.106 +
  34.107 +\else
  34.108 +
  34.109 +  % dummy versions of editing commands to produce warnings
  34.110 +
  34.111 +  \newcommand{\edannote}[1]{\@latex@warning
  34.112 +    {Leftover edannote command in final version ignored}}
  34.113 +
  34.114 +  \newcommand{\edatnote}[1]{\@latex@warning
  34.115 +    {Leftover edatnote command in final version ignored}}
  34.116 +
  34.117 +  \newsavebox{\@discard}
  34.118 +  \newenvironment{ednote}[1]{\@latex@warning
  34.119 +    {Leftover ednote environment in final version ignored}%
  34.120 +    \begin{lrbox}{\@discard}}{\end{lrbox}}
  34.121 +
  34.122 +  \newcommand{\HERE}{\@latex@warning
  34.123 +    {Leftover HERE command in final version ignored}}
  34.124 +
  34.125 +\fi
  34.126 +
  34.127 +% set up the footers appropriately
  34.128 +\def\@setfoot{%
  34.129 +  \ifwebversion
  34.130 +    % webversions get whatever status the author says
  34.131 +    \gdef\@evenfoot{\@docstatus \hfil \thepage}%
  34.132 +  \else
  34.133 +    % all other drafts get the standard draft footer
  34.134 +    \gdef\@evenfoot{\textbf{Draft:} \@draftdate\hfil \textbf{Page:} \thepage}%
  34.135 +  \fi
  34.136 +  \gdef\@oddfoot{\@evenfoot}%
  34.137 +}
  34.138 +
  34.139 +%
  34.140 +% Usenix wants no page numbers for submitted papers, so that
  34.141 +% they can number them themselves.  Drafts should have
  34.142 +% numbered pages, so they can be edited.
  34.143 +% 
  34.144 +\if@draftcopy
  34.145 +  % Compute a date and time for the draft for use
  34.146 +  % either in \@setfoot (proof) or in \maketitle (workingdraft)
  34.147 +  %
  34.148 +  % Time code adapted from custom-bib/makebst.tex
  34.149 +  % Copyright 1993-1999 Patrick W Daly
  34.150 +  % Max-Planck-Institut f\"ur Aeronomie
  34.151 +  % E-mail: daly@linmp.mpg.de
  34.152 +  \newcount\hour
  34.153 +  \hour=\time
  34.154 +  \divide\hour by 60
  34.155 +  \newcount\minute
  34.156 +  \minute=\hour
  34.157 +  \multiply\minute by 60
  34.158 +  \advance\minute by -\time
  34.159 +  \multiply\minute by -1
  34.160 +  \newcommand{\@draftdate}
  34.161 +    {{\the\year/\/\two@digits{\the\month}/\/\two@digits{\the\day}%
  34.162 +          ~\two@digits{\the\hour}:\two@digits{\the\minute}}}
  34.163 +  \pagestyle{plain}
  34.164 +  \@setfoot
  34.165 +\else
  34.166 +  \pagestyle{empty}
  34.167 +\fi
  34.168 +
  34.169 +% Times-Roman font is nice if you can get it (requires NFSS,
  34.170 +% which is in latex2e).
  34.171 +\usepackage{times}
  34.172 +
  34.173 +% endnote support, as described at
  34.174 +%   http://www.lyx.org/help/footnotes.php
  34.175 +\ifhasendnotes
  34.176 +  \typeout
  34.177 +    {Warning: endnotes support is deprecated (see documentation for details)}
  34.178 +  \let\footnote=\endnote
  34.179 +  \def\enoteformat{\rightskip\z@ \leftskip\z@
  34.180 +       \parindent=0pt\parskip=\baselineskip
  34.181 +       \@theenmark. }
  34.182 +  \newcommand{\makeendnotes}{
  34.183 +    \begingroup
  34.184 +    \def\enotesize{\normalsize}
  34.185 +    \theendnotes
  34.186 +    \endgroup
  34.187 +  }
  34.188 +\else
  34.189 +  \long\gdef\footnote{\@latex@error
  34.190 +    {Deprecated footnote command (see documentation for details)}}
  34.191 +  \long\gdef\endnote{\@latex@error
  34.192 +    {Deprecated endnote command (see documentation for details)}}
  34.193 +\fi
  34.194 +
  34.195 +%
  34.196 +% Usenix margins 
  34.197 +% Gives active areas of 6.45" x 9.0"
  34.198 +%
  34.199 +\setlength{\textheight}{9.0in}
  34.200 +\setlength{\columnsep}{0.25in}
  34.201 +\setlength{\textwidth}{6.45in}
  34.202 +%\setlength{\footskip}{0.0in}
  34.203 +%\setlength{\footheight}{0.0in}
  34.204 +\setlength{\topmargin}{0.0in}
  34.205 +\setlength{\headheight}{0.0in}
  34.206 +\setlength{\headsep}{0.0in}
  34.207 +\setlength{\evensidemargin}{0.0in}
  34.208 +\setlength{\oddsidemargin}{0.0in}
  34.209 +\setlength{\marginparsep}{1.5em}
  34.210 +\setlength{\marginparwidth}{0.35in}
  34.211 +
  34.212 +% The standard maketitle insists on
  34.213 +% messing with the style of the first page.
  34.214 +% Thus, we will wrap maketitle with code to put
  34.215 +% things right again.
  34.216 +\let \save@maketitle=\maketitle
  34.217 +\def\maketitle{
  34.218 +  \save@maketitle
  34.219 +  \if@draftcopy
  34.220 +    \@specialpagefalse
  34.221 +  \else
  34.222 +    \thispagestyle{empty}
  34.223 +  \fi
  34.224 +}
  34.225 +
  34.226 +%
  34.227 +% Usenix titles are in 14-point bold type, with no date, and with no
  34.228 +% change in the empty page headers.  The author section is
  34.229 +% 12 point roman and italic: see below.
  34.230 +%
  34.231 +\def\@maketitle{%
  34.232 +  \newpage
  34.233 +  \null
  34.234 +  \vskip 3ex%
  34.235 +  \begin{center}%
  34.236 +  \let \footnote \thanks
  34.237 +  {\Large \bf \@title \par}%            % use 14 pt bold
  34.238 +  \vskip 2ex%
  34.239 +  {\large
  34.240 +    \lineskip .5ex%
  34.241 +    \begin{tabular}[t]{c}%
  34.242 +      \@author
  34.243 +    \end{tabular}\par}%
  34.244 +  \ifworkingdraft
  34.245 +    \vskip 3ex \textbf{Draft of \@draftdate} \vskip 3ex
  34.246 +  \fi
  34.247 +  \ifwebversion
  34.248 +    \vskip 3ex \textbf{\@docstatus} \vskip 3ex
  34.249 +  \fi
  34.250 +  \end{center}%
  34.251 +  \par
  34.252 +  \vskip 2ex}
  34.253 +
  34.254 +%
  34.255 +% The author section
  34.256 +% should have names in Roman, address in
  34.257 +% italic, e-mail/http in typewriter.
  34.258 +% This is enforced by use of these macros
  34.259 +%
  34.260 +\def\authname#1{{#1}\\}
  34.261 +\def\authaddr#1{\itshape{#1}\\}
  34.262 +\def\authurl#1{{\normalsize #1}\\}
  34.263 +
  34.264 +%
  34.265 +% The abstract is preceded by a 12-pt bold centered heading
  34.266 +%
  34.267 +\def\abstract{\begin{center}%
  34.268 +  {\large\bf \abstractname\vspace{-.5ex}\vspace{\z@}}%
  34.269 +  \end{center}}
  34.270 +\def\endabstract{}
  34.271 +
  34.272 +%
  34.273 +% Main section titles are 12-pt bold.  Lower divisions can
  34.274 +% be same size or smaller: we choose same.
  34.275 +% Main section leading is tight.  Subsection leading is even
  34.276 +% slightly tighter.  All lower divisions are formatted like subsections.
  34.277 +% 
  34.278 +\newcommand\@sectionfont{\reset@font\large\bf}
  34.279 +\newlength\@sectionaboveskip
  34.280 +\setlength\@sectionaboveskip{-0.7\baselineskip
  34.281 +  plus -0.1\baselineskip
  34.282 +  minus -0.1\baselineskip}
  34.283 +\newlength\@sectionbelowskip
  34.284 +\setlength\@sectionbelowskip{0.3\baselineskip
  34.285 +  plus 0.1\baselineskip}
  34.286 +\newlength\@subsectionaboveskip
  34.287 +\setlength\@subsectionaboveskip{-0.5\baselineskip
  34.288 +  plus -0.1\baselineskip}
  34.289 +\renewcommand\section{\@startsection {section}{1}{\z@}%
  34.290 +    {\@sectionaboveskip}{\@sectionbelowskip}{\@sectionfont}}
  34.291 +\newcommand\@gensubsection[2]{\@startsection {#1}{#2}{\z@}%
  34.292 +    {\@subsectionaboveskip}{\@sectionbelowskip}{\@sectionfont}}
  34.293 +\renewcommand\subsection{\@gensubsection{subsection}{2}}
  34.294 +\renewcommand\subsubsection{\@gensubsection{subsubsection}{3}}
  34.295 +%\renewcommand\paragraph{\@gensubsection{paragraph}{4}}
  34.296 +%\renewcommand\subparagraph{\@gensubsection{subparagaph}{5}}
  34.297 +\renewcommand\paragraph{\@startsection{paragraph}{4}{\z@}%
  34.298 +                                    {1.25ex \@plus 0.2ex \@minus 0.2ex}%
  34.299 +                                    {-1.0em}%
  34.300 +                                    {\normalfont\normalsize\bfseries}}
  34.301 +\renewcommand\subparagraph{\@startsection{subparagraph}{5}{\parindent}%
  34.302 +                                    {1.25ex \@plus 0.2ex \@minus 0.2ex}%
  34.303 +                                    {-1.0em}%
  34.304 +                                    {\normalfont\normalsize\bfseries}}
  34.305 +
  34.306 +% List items need to be tightened up.
  34.307 +% There must be a better way than copying
  34.308 +% the definitions to modify the list environment...
  34.309 +\def\@itemspacings{\listparindent=\parindent
  34.310 +  \parsep=0pt\topsep=0.3\baselineskip\partopsep=0pt\itemsep=0pt}
  34.311 +% now make envs use itemspacings
  34.312 +\def\itemize{%
  34.313 +  \ifnum \@itemdepth >\thr@@\@toodeep\else
  34.314 +    \advance\@itemdepth\@ne
  34.315 +    \edef\@itemitem{labelitem\romannumeral\the\@itemdepth}%
  34.316 +    \expandafter
  34.317 +    \list
  34.318 +      \csname\@itemitem\endcsname
  34.319 +      {\@itemspacings\def\makelabel##1{\hss\llap{##1}}}%
  34.320 +  \fi}
  34.321 +\def\enumerate{%
  34.322 +  \ifnum \@enumdepth >\thr@@\@toodeep\else
  34.323 +    \advance\@enumdepth\@ne
  34.324 +    \edef\@enumctr{enum\romannumeral\the\@enumdepth}%
  34.325 +      \expandafter
  34.326 +      \list
  34.327 +        \csname label\@enumctr\endcsname
  34.328 +        {\@itemspacings\usecounter\@enumctr\def\makelabel##1{\hss\llap{##1}}}%
  34.329 +  \fi}
  34.330 +\def\description{%
  34.331 +  \list{}{\labelwidth\z@ \itemindent-\leftmargin
  34.332 +          \@itemspacings\let\makelabel\descriptionlabel}}
  34.333 +
  34.334 +% Bibliography items need to be tightened up.
  34.335 +% Again, there must be a better way than copying
  34.336 +% the definitions to modify the list environment...
  34.337 +\def\thebibliography#1%
  34.338 +     {\section*{\refname}%
  34.339 +      \@mkboth{\MakeUppercase\refname}{\MakeUppercase\refname}%
  34.340 +      \list{\@biblabel{\@arabic\c@enumiv}}%
  34.341 +           {\settowidth\labelwidth{\@biblabel{#1}}%
  34.342 +            \leftmargin\labelwidth
  34.343 +            \advance\leftmargin\labelsep
  34.344 +            \@openbib@code
  34.345 +            \usecounter{enumiv}%
  34.346 +            \let\p@enumiv\@empty
  34.347 +            \renewcommand\theenumiv{\@arabic\c@enumiv}%
  34.348 +            \parsep=0pt}% pack entries
  34.349 +      \sloppy
  34.350 +      \hbadness=8000% mostly don't whine about bibliography fmt
  34.351 +      \clubpenalty=4000%
  34.352 +      \@clubpenalty=\clubpenalty
  34.353 +      \widowpenalty=4000%
  34.354 +      \sfcode`\.\@m}
  34.355 +
  34.356 +% Floating bodies need to be tightened up.
  34.357 +\setlength\textfloatsep{14pt plus 2pt}
  34.358 +\setlength\dbltextfloatsep{\textfloatsep}
  34.359 +\setlength\intextsep{0.8\textfloatsep}
  34.360 +\setlength\abovecaptionskip{8pt minus 2pt}
    35.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
    35.2 +++ b/0__Papers/PStack/HotPar_2012/latex/11_Dc_27__HW_abstr_for_port_stack.tex	Sun Mar 11 09:26:44 2012 -0700
    35.3 @@ -0,0 +1,1474 @@
    35.4 +%&latex
    35.5 +
    35.6 +
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    35.8 +%
    35.9 +
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   35.12 +%
   35.13 +
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   35.15 +%
   35.16 +%\usepackage{cite}
   35.17 +% cite.sty was written by Donald Arseneau
   35.18 +% V1.6 and later of IEEEtran pre-defines the format of the cite.sty package
   35.19 +% \cite{} output to follow that of IEEE. Loading the cite package will
   35.20 +% result in citation numbers being automatically sorted and properly
   35.21 +% "compressed/ranged". e.g., [1], [9], [2], [7], [5], [6] without using
   35.22 +% cite.sty will become [1], [2], [5]--[7], [9] using cite.sty. cite.sty's
   35.23 +% \cite will automatically add leading space, if needed. Use cite.sty's
   35.24 +% noadjust option (cite.sty V3.8 and later) if you want to turn this off.
   35.25 +% cite.sty is already installed on most LaTeX systems. Be sure and use
   35.26 +% version 4.0 (2003-05-27) and later if using hyperref.sty. cite.sty does
   35.27 +% not currently provide for hyperlinked citations.
   35.28 +% The latest version can be obtained at:
   35.29 +% http://www.ctan.org/tex-archive/macros/latex/contrib/cite/
   35.30 +% The documentation is contained in the cite.sty file itself.
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   35.32 +
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   35.41 +  % declare the path(s) where your graphic files are
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   35.43 +  % and their extensions so you won't have to specify these with
   35.44 +  % every instance of \includegraphics
   35.45 +  % \DeclareGraphicsExtensions{.pdf,.jpeg,.png}
   35.46 +%\else
   35.47 +  % or other class option (dvipsone, dvipdf, if not using dvips). graphicx
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   35.50 +  % \usepackage[dvips]{graphicx}
   35.51 +  % declare the path(s) where your graphic files are
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   35.54 +  % every instance of \includegraphics
   35.55 +  % \DeclareGraphicsExtensions{.eps}
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   35.57 +% graphicx was written by David Carlisle and Sebastian Rahtz. It is
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   35.61 +% http://www.ctan.org/tex-archive/macros/latex/required/graphics/
   35.62 +% Another good source of documentation is "Using Imported Graphics in
   35.63 +% LaTeX2e" by Keith Reckdahl which can be found as epslatex.ps or
   35.64 +% epslatex.pdf at: http://www.ctan.org/tex-archive/info/
   35.65 +%
   35.66 +% latex, and pdflatex in dvi mode, support graphics in encapsulated
   35.67 +% postscript (.eps) format. pdflatex in pdf mode supports graphics
   35.68 +% in .pdf, .jpeg, .png and .mps (metapost) formats. Users should ensure
   35.69 +% that all non-photo figures use a vector format (.eps, .pdf, .mps) and
   35.70 +% not a bitmapped formats (.jpeg, .png). IEEE frowns on bitmapped formats
   35.71 +% which can result in "jaggedy"/blurry rendering of lines and letters as
   35.72 +% well as large increases in file sizes.
   35.73 +%
   35.74 +% You can find documentation about the pdfTeX application at:
   35.75 +% http://www.tug.org/applications/pdftex
   35.76 +
   35.77 +
   35.78 +
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   35.80 +
   35.81 +% *** MATH PACKAGES ***
   35.82 +%
   35.83 +%\usepackage[cmex10]{amsmath}
   35.84 +% A popular package from the American Mathematical Society that provides
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   35.91 +%
   35.92 +% Also, note that the amsmath package sets \interdisplaylinepenalty to 10000
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   35.95 +% after loading amsmath to restore such page breaks as IEEEtran.cls normally
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  35.110 +% environment to provide for a floating algorithm. Do NOT use the algorithm
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  35.112 +% algorithm2e.sty (by Christophe Fiorio) as IEEE does not use dedicated
  35.113 +% algorithm float types and packages that provide these will not provide
  35.114 +% correct IEEE style captions. The latest version and documentation of
  35.115 +% algorithmic.sty can be obtained at:
  35.116 +% http://www.ctan.org/tex-archive/macros/latex/contrib/algorithms/
  35.117 +% There is also a support site at:
  35.118 +% http://algorithms.berlios.de/index.html
  35.119 +% Also of interest may be the (relatively newer and more customizable)
  35.120 +% algorithmicx.sty package by Szasz Janos:
  35.121 +% http://www.ctan.org/tex-archive/macros/latex/contrib/algorithmicx/
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  35.123 +
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  35.125 +
  35.126 +% *** ALIGNMENT PACKAGES ***
  35.127 +%
  35.128 +%\usepackage{array}
  35.129 +% Frank Mittelbach's and David Carlisle's array.sty patches and improves
  35.130 +% the standard LaTeX2e array and tabular environments to provide better
  35.131 +% appearance and additional user controls. As the default LaTeX2e table
  35.132 +% generation code is lacking to the point of almost being broken with
  35.133 +% respect to the quality of the end results, all users are strongly
  35.134 +% advised to use an enhanced (at the very least that provided by array.sty)
  35.135 +% set of table tools. array.sty is already installed on most systems. The
  35.136 +% latest version and documentation can be obtained at:
  35.137 +% http://www.ctan.org/tex-archive/macros/latex/required/tools/
  35.138 +
  35.139 +
  35.140 +%\usepackage{mdwmath}
  35.141 +%\usepackage{mdwtab}
  35.142 +% Also highly recommended is Mark Wooding's extremely powerful MDW tools,
  35.143 +% especially mdwmath.sty and mdwtab.sty which are used to format equations
  35.144 +% and tables, respectively. The MDWtools set is already installed on most
  35.145 +% LaTeX systems. The lastest version and documentation is available at:
  35.146 +% http://www.ctan.org/tex-archive/macros/latex/contrib/mdwtools/
  35.147 +
  35.148 +
  35.149 +% IEEEtran contains the IEEEeqnarray family of commands that can be used to
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  35.152 +
  35.153 +
  35.154 +%\usepackage{eqparbox}
  35.155 +% Also of notable interest is Scott Pakin's eqparbox package for creating
  35.156 +% (automatically sized) equal width boxes - aka "natural width parboxes".
  35.157 +% Available at:
  35.158 +% http://www.ctan.org/tex-archive/macros/latex/contrib/eqparbox/
  35.159 +
  35.160 +
  35.161 +
  35.162 +
  35.163 +
  35.164 +% *** SUBFIGURE PACKAGES ***
  35.165 +%\usepackage[tight,footnotesize]{subfigure}
  35.166 +% subfigure.sty was written by Steven Douglas Cochran. This package makes it
  35.167 +% easy to put subfigures in your figures. e.g., "Figure 1a and 1b". For IEEE
  35.168 +% work, it is a good idea to load it with the tight package option to reduce
  35.169 +% the amount of white space around the subfigures. subfigure.sty is already
  35.170 +% installed on most LaTeX systems. The latest version and documentation can
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  35.172 +% http://www.ctan.org/tex-archive/obsolete/macros/latex/contrib/subfigure/
  35.173 +% subfigure.sty has been superceeded by subfig.sty.
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  35.175 +
  35.176 +
  35.177 +%\usepackage[caption=false]{caption}
  35.178 +%\usepackage[font=footnotesize]{subfig}
  35.179 +% subfig.sty, also written by Steven Douglas Cochran, is the modern
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  35.181 +% automatically loads Axel Sommerfeldt's caption.sty which will override
  35.182 +% IEEEtran.cls handling of captions and this will result in nonIEEE style
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  35.186 +% (recommended due to many improvements over 1.2) of subfig.sty supports
  35.187 +% the caption=false option directly:
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  35.192 +% The latest version and documentation of caption.sty can be obtained at:
  35.193 +% http://www.ctan.org/tex-archive/macros/latex/contrib/caption/
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  35.201 +% fixltx2e, the successor to the earlier fix2col.sty, was written by
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  35.203 +% in the LaTeX2e kernel, the most notable of which is that in current
  35.204 +% LaTeX2e releases, the ordering of single and double column floats is not
  35.205 +% guaranteed to be preserved. Thus, an unpatched LaTeX2e can allow a
  35.206 +% single column figure to be placed prior to an earlier double column
  35.207 +% figure. The latest version and documentation can be found at:
  35.208 +% http://www.ctan.org/tex-archive/macros/latex/base/
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  35.213 +% stfloats.sty was written by Sigitas Tolusis. This package gives LaTeX2e
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  35.216 +% LaTeX2e). It also provides a command:
  35.217 +%\fnbelowfloat
  35.218 +% to enable the placement of footnotes below bottom floats (the standard
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  35.222 +% version and documentation can be obtained at:
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  35.224 +% Documentation is contained in the stfloats.sty comments as well as in the
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  35.226 +% does not allow \baselineskip to stretch. Authors submitting work to the
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  35.242 +% http://www.ctan.org/tex-archive/macros/latex/contrib/misc/
  35.243 +% Read the url.sty source comments for usage information. Basically,
  35.244 +% \url{my_url_here}.
  35.245 +
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  35.250 +% *** Do not adjust lengths that control margins, column widths, etc. ***
  35.251 +% *** Do not use packages that alter fonts (such as pslatex).         ***
  35.252 +% There should be no need to do such things with IEEEtran.cls V1.6 and later.
  35.253 +% (Unless specifically asked to do so by the journal or conference you plan
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  35.255 +
  35.256 +
  35.257 +% correct bad hyphenation here
  35.258 +\hyphenation{op-tical net-works semi-conduc-tor}
  35.259 +
  35.260 +
  35.261 +\begin{document}
  35.262 +
  35.263 +\bibliographystyle{plain}
  35.264 +%
  35.265 +
  35.266 +\title{A Hardware Abstraction Suitable for Use at the Base of a Portability Software Stack}
  35.267 +
  35.268 +\author{Sean Halle \and Merten Sach \and BJ}
  35.269 +\institute{Technical University Berlin, Germany}
  35.270 +
  35.271 +\maketitle             
  35.272 +%
  35.273 +
  35.274 +\begin{abstract}
  35.275 +Proposals for a software stack that supports performant portability\cite{} rely on the assumption, among others, that a suitable hardware abstraction exists for the bottom layer. The abstraction must have certain properties:  it must be invisible to upper layers; it must simplify language implementation, in part by hiding details of synchronization and details of network; and at the same time enable high performance, in part by giving the  language control over task placement and exposing memory hierarchy, communication times, and other major performance-related aspects of the hardware.
  35.276 +
  35.277 +In this paper, we show that an abstraction called Virtualized Master-Slave, or VMS \cite{}
  35.278 +satisfies these criteria, and we provide recent measurements to support the case.
  35.279 +
  35.280 +\end{abstract}
  35.281 +
  35.282 +\section{Motivation}
  35.283 +
  35.284 +As stated in the call for papers, wide uptake of high efficiency parallel architectures ``requires new parallel programming paradigms, new methods of application design, new structures for system software, and new models of interaction among applications, compilers, operating systems, and hardware." In short, a new software stack, and players in research and industry organized to supply the pieces of the stack. The goal of the stack is  to make parallel programming the same order of productivity as sequential programming, and to give parallel code similar portability onto newer generations of hardware that sequential code enjoyed.
  35.285 +
  35.286 +The benefit from such a stack is  reducing the cost of parallel software, by making it just as productive as sequential coding, and by allowing  code to be written once then run performantly across hardware targets, including unknown future architectures.
  35.287 +
  35.288 +A recent proposal for achieving this, known as PStack\cite{},  calls for a software stack having a layer of languages (toolchains) at the top, a layer of language runtimes below that, and a hardware abstraction layer at the bottom\cite{}.
  35.289 +
  35.290 +The languages must be designed to capture all information required to specialize the code for high performance across hardware. A computation model, called The Holistic Model\cite{}, suggests that such a canonical set of information exists. PStack proposes to develop the constructs that gather the information, where some constructs are in the form of specialization helpers such as task-resizers and layout modifiers. The application implements the specialization helpers, thereby encoding information about data structures and how to manipulate them.  The seeds of such an approach were laid with work on DKU\cite{}, which demonstrated the success of task-resizing constructs.
  35.291 +
  35.292 +The proposal also suggests the use of the BLIS\cite{} approach for managing multiple toolchains, where each one specializes to a different target. The management includes the  install process, during which the correct toolchain output is paired to the installation target.  Further specialization can thus naturally be added during installation, when exact hardware details are known.  If required, runtime tuning and optimization also fit  within the approach.
  35.293 +
  35.294 +The top layer of the software stack is thus the combination of constructs and managed toolchains. 
  35.295 +Below that, in the middle of the stack, a collection of runtime systems acts as a sort of cross-bar switch, connecting the languages above to a standard hardware abstraction below. 
  35.296 +
  35.297 +The purpose of the bottom abstraction is to minimize the effort to create the runtimes in the middle layer.  It must both hide hardware details and uniform-ize runtime implementation. However, it must not hide performance-critical information from the runtime, which holds the scheduler that decides when tasks become free and where to execute them.  Such scheduling choices need to know the communication paths and memory pools in the hardware, along with latency, bandwidth, capacity and performance.
  35.298 +
  35.299 +A single abstraction can't both hide details and expose those required by the runtimes to attain high performance.  Instead, PStack calls for a  family of abstractions, one for each major type of architecture, including a``hierarchy'' abstraction used to glue together heterogeneous hardware.  In each, only the details critical to performance are exposed to the scheduler in the runtime, thus keeping the number of abstractions needed manageably small, on the order of tens in total.
  35.300 +
  35.301 +This paper's contribution is showing how the Virtualized Master-Slave abstraction\cite{} fits the criteria for the bottom of such a portability software stack.  This includes recent performance results for VMS on a variety of hardware platforms over a selection of benchmarks. 
  35.302 +
  35.303 +
  35.304 +\section{Background on PStack and VMS}
  35.305 +
  35.306 +Describe details of bottom of software stack and details of how cross-bar works, tie to the need for low-work runtime impl, and the need for reuse of runtime code across languages.
  35.307 +
  35.308 +Describe how VMS fulfills those needs.  Details of its interface, details of its impl on multi-core, details of differences on different machines.
  35.309 +Leave as-is for 1x4 and 1x2 -- make entirely different impl for 2x4 and another for 4x10
  35.310 +
  35.311 +\section{Description of How VMS Fits PStack's Requirements}
  35.312 +
  35.313 +\section{Experimental Setup}
  35.314 +
  35.315 +\section{Results}
  35.316 +
  35.317 +\subsection{Performance Results}
  35.318 +Figure X shows the execution time versus task-size curve for Vthread, while Figure X shows the same for pthread, both executed on the SandyBridge 1x4 machine.  The 2x point occurs near X cycles for Vthread, nearly independently from the number of threads created.  Meanwhile, it occurs near X for pthread, for a small number of threads, showing that pthreads has X times higher overhead in the best case.  However, pthreads degrades rapidly as the number of threads is increased.  The system crashes with more than X threads, at which point the overhead of pthreads is X times higher than Vthread (not shown on graph because it's too large).
  35.319 +
  35.320 +When moving to multi-socket machines, things change, as seen in figures X and X.  The central master-lock in the VMS implementation creates a bottleneck for small task sizes.  This causes Vthread to have only a X advantage over pthread for small task sizes.  However, Vthread overhead remains independent of number of threads.
  35.321 +
  35.322 +Likewise, the benchmarks for ray tracking, matrix multiply, and kmeans clustering show that Vthread outperforms pthreads.  They nearly match for large work sizes, but Vthread significantly outperforms for small work sizes, as seen in Figures X and X.
  35.323 +
  35.324 +
  35.325 +\begin{figure}[ht]
  35.326 +\mbox{\subfigure{\includegraphics[width=3in]{fig1.pdf}}\quad
  35.327 +\subfigure{\includegraphics[width=2.3in, angle = -90]{../figures/plots_exec_vs_task_size_v3/cray1_pthreads_8_32_128_512thds__o30000__perfCtrs.result.eps}}
  35.328 +
  35.329 + \caption
  35.330 + {Execution time / total work  vs  size of a task.  The smaller the task, the smaller the distance between scheduling events.  When the ratio reaches 2, the scheduling overhead exactly equals the task size.
  35.331 +  }
  35.332 +\label{figCray1Vthread}
  35.333 +\end{figure}
  35.334 +
  35.335 + \includegraphics[width=2.3in, angle = -90]{../figures/plots_exec_vs_task_size_v3/cray1_pthreads_8_32_128_512thds__o30000__perfCtrs.result.eps} 
  35.336 +\subsection{Implementation Time Results}
  35.337 +As seen in a previous paper on VMS\citation{}, VMS makes runtime implementation quick and easy.  The results are re-printed here to support the claim that VMS meets the PStack requirement of reducing runtime implementation effort. These compare to weeks or months to learn code of a pre-existing multi-threaded runtime, modify it, and debug the multi-threaded implementation.
  35.338 +
  35.339 +Implementation time is reduced by the uniform natrue of VMS-based runtimes, freedom from details hidden by the VMS interface, the helper facilities VMS provides, VMS's debugging facilities, and freedom from multi-threading issues due to VMS's tie-point ordering guarantee.  When combined, they lead to the fast implementation times seen in Table X.  
  35.340 +
  35.341 +
  35.342 +
  35.343 +\section{Future Work and Conclusion}
  35.344 +A semester long 
  35.345 +
  35.346 +
  35.347 +
  35.348 +\section{Planning}
  35.349 +
  35.350 + (6.5" x 9" 10pt 2 col) 
  35.351 +
  35.352 +require new parallel programming paradigms, new methods of application design, new structures for system software, and new models of interaction among applications, compilers, operating systems, and hardware.
  35.353 +
  35.354 +what benefits performant portability will bring
  35.355 +
  35.356 +abstraction must have certain properties to fulfill its role in stack.  Contribution of paper is new results confirming suitability of VMS to be that abstraction.
  35.357 +
  35.358 +The Need: background on portability stack -- the end-goal sought, the fundamentals involved in any solution to provide it, how proposed stack from last year is updated to accord with those fundamentals in achieving end-goal.  The elements of the stack.  What function/role each element serves.
  35.359 +
  35.360 +Describe details of bottom of software stack and details of how cross-bar works, and the need for low-work runtime impl, and the need for reuse of runtime code across languages.
  35.361 +
  35.362 +what need in bottom, to support eco-system\cite{} 
  35.363 + 
  35.364 + Many runtime systems are implemented -- for each language, one runtime for each variant of the abstraction.
  35.365 +
  35.366 +Expect domain-specific languages -- these embed new behaviors into base language.  Different from library because cannot understand the behavior of the call based on the base language alone. The runtime system provides behavior beyond the base language.  This approach makes for quick  creation of languages specialized to narrow domains.
  35.367 +
  35.368 +This approach is likely to fail without performant portability for its user's benefit, and a low-cost way to implement it for the language provider. 
  35.369 +
  35.370 +In effect, just about the only purpose and criteria for judgement of the base abstraction is its ability to reduce effort, and its ability to support the portability features of the upper layers.
  35.371 +
  35.372 +Effort has two aspects: in implementing a new language, and in porting existing languages to new hardware. 
  35.373 +
  35.374 +Support for upper layers is 
  35.375 +
  35.376 +Hence, the two primary aspects of the base hardware abstraction are its ability to reduce the effort of implementing the set of runtime systems for a given language, and its ability to reduce the number of such runtime systems.
  35.377 +
  35.378 +for abstraction in bottom layer, here's VMS, detailed in LCPC paper, with  new results that show it can, indeed, fulfil the base abstraction role for the class of multi-core hardware.
  35.379 +
  35.380 +
  35.381 +
  35.382 +
  35.383 +
  35.384 +
  35.385 +
  35.386 +
  35.387 +
  35.388 +
  35.389 +
  35.390 +
  35.391 +  
  35.392 +
  35.393 +
  35.394 +
  35.395 +
  35.396 +
  35.397 +Describe details of bottom of software stack and details of how cross-bar works, tie to the need for low-work runtime impl, and the need for reuse of runtime code across languages.
  35.398 +
  35.399 +Describe how VMS fulfills those needs.  Details of its interface, details of its impl on multi-core, details of differences on different machines.
  35.400 +Leave as-is for 1x4 and 1x2 -- make entirely different impl for 2x4 and another for 4x10
  35.401 +?
  35.402 +\section{old stuff}
  35.403 +
  35.404 +A common theme among parallel language designers, parallel OS implementers and parallel hardware architects is the need for a clean, portable hardware abstraction.  Locks, with thread-constructs built above them, have failed due to interrelated issues: requiring system-wide quorum on each acquisition of a lock, limited semantics of lock-hardware, and its black-box nature which freezes out the OS and language runtimes. 
  35.405 +
  35.406 + We argue that lock-oriented hardware plays a major role in the  failure to achieve top-to-bottom integrated cooperation between application, langauge runtime, hardware management in the OS, and the hardware itself.  We further argue that this kind of integration is  a necessary (but not sufficient) requirement for efficient portability of applications. Both arguments are expounded upon in the dissertation of Halle[].
  35.407 +
  35.408 +We further claim that  every application-level synchronization or parallelism construct is a coupling, of semantic-behavior to  a mechanism that  orders events among application timelines.  Even the CAS instruction combines compare and swap semantics with an order-establishing hardware mechanism. The mechanism guarantees that CAS instructions from different cores receive a sequential ordering, and is implemented in the memory system, where it establishes sole access of one core to the specified address, Meanwhile, the "Compare and swap" semantics may be implemented in the core, providing the behavior of the access. When several kinds of lock-establishing instruction are available, they all use the same memory-system hardware to establish ordering, and simply implement different behavior on top of it.  The OS or language runtime code then use these instructions to establish ordering among the cores, and implement  semantics of more complex constructs  on top of that.
  35.409 +
  35.410 +What would happen, then, if the semantic-behavior were separated from the establishment of ordering? In this case, the order-establishment mechanism would have no behavior usable in a program. It would have to be coupled with code fragments that add semantic behavior.
  35.411 +
  35.412 +Such a separation is what this paper proposes, and presents an implementation in user-space for multi-core shared memory processors,
  35.413 +
  35.414 +  
  35.415 +
  35.416 +?
  35.417 +
  35.418 +a rich interface between scheduling and hardware that enables adaptation to target hardware characteristics for higher performance, and integration into a cross-language framework
  35.419 +
  35.420 +  ?
  35.421 +
  35.422 + This abstraction is not directly usable by application
  35.423 +  programmers.  Instead, application-visible behavior is implemented
  35.424 +in a semantical plugin, and then invoked via a language or library
  35.425 +  that uses the plugin.  The main benefit is that parallel language
  35.426 +  runtimes become simpler to implement, because they use sequential
  35.427 +  algorithms for the parallel semantics. This is possible because the
  35.428 +  abstraction makes available a virtual time in which events in
  35.429 +  different program time-lines are sequentialized.  The parallel
  35.430 +  semantics relate events in different time-lines via relating the
  35.431 +  sequentialized versions within the virtual time-line.
  35.432 +
  35.433 +?
  35.434 +
  35.435 +Thread parallelism constructs have been well documented to be
  35.436 +difficult to program with. They directly expose low-level concurrency
  35.437 +to the programmer. Arbitrary non-deterministic behavior and deadlocks
  35.438 +can arise from improperly synchronized code. Efficient execution
  35.439 +requires non-blocking algorithms whose correctness requires deep
  35.440 +understanding of weakly consistent memory models. In addition, the
  35.441 +operating system abstraction for threads comes with a very high
  35.442 +context-switching and synchronization overhead.
  35.443 +
  35.444 +%% AC. The following is wrong.
  35.445 +%\paragraph{\bf Problems with threads: } Thread parallelism constructs have been well documented to be difficult to program with. In addition, threads are problematic when one has multiple physical cores because the thread abstraction hides the hardware, disabling control over placement of tasks.  High performance requires such control. Hence, not only are threads  difficult to use directly in applications, but they prevent easier parallelism constructs from being built on top of them that have high performance.
  35.446 +
  35.447 +%\paragraph{\bf Partial solution: } To deal with this, in practice, a language's runtime turns off
  35.448 +
  35.449 +\paragraph*{A partial solution.}
  35.450 +
  35.451 +To deal with the last problem, a parallel language's runtime turns off
  35.452 +operating system threads by pinning one to each physical core.  This
  35.453 +way, the custom runtime is assured that the software thread is
  35.454 +one-to-one with a physical core. It then implements a user-level
  35.455 +thread package that lets it control which OS thread a computational
  35.456 +task is assigned to. Finally, the runtime then implements the
  35.457 +language's parallel semantics in terms of those user threads.
  35.458 +
  35.459 +The user-level threading approach addresses the system overhead issue,
  35.460 +but it still hides important events such as input-output or
  35.461 +node-to-node communications in a cluster.
  35.462 +%% AC. Irrelevant for a parallelism-centric paper
  35.463 +%software faults, and other hardware events
  35.464 +Hence, the more scalable runtimes need to coordinate task assignment
  35.465 +to cores with application access of input and output, memory
  35.466 +allocation over non-uniform cache and memory hierarchies, offloading
  35.467 +to hardware accelerators, power management, and inter-node
  35.468 +communication in a cluster.  The user-level threading approach also
  35.469 +makes the parallel runtime implementation cumbersome, error-prone and
  35.470 +complex, because it is still written in terms of threads.
  35.471 +
  35.472 +Overall, parallel language implementations must deal with a number of
  35.473 +challenges normally deferred to the operating system, and they still
  35.474 +suffer from the complexity of non-blocking shared memory
  35.475 +concurrency.
  35.476 +
  35.477 +Ideally, the OS would provide a mutable hardware abstraction,
  35.478 +along with a selection of customizations or mutations that provide convenient
  35.479 +parallelism constructs for applications to use. It should allow
  35.480 +languages to provide their own parallel semantics.  The language
  35.481 +runtime would then provide a secure way for the runtime to access
  35.482 +kernel-only hardware mechanisms. It could interact directly with the
  35.483 +kernel to manage physical resources, in a low-overhead way.
  35.484 +One benefit of this arrangement is the chance to implement a
  35.485 +language's runtime directly as a plugin, which gives it the ability to
  35.486 +control which task is assigned to which processing element at which
  35.487 +time.  This enables high performance and low-energy data affinity
  35.488 +techniques. For example, the runtime could track data within the
  35.489 +memory hierarchy and assign tasks to locations close to their consumed
  35.490 +data.
  35.491 +
  35.492 +% \paragraph{\bf Support for portability: } This separation between
  35.493 +% application executable and language runtime also supports
  35.494 +% portability. It packages the language-specific scheduler into a
  35.495 +% separate machine-specific module that is separately installed. The
  35.496 +% scheduler is thus optimized for the combination of language with
  35.497 +% hardware. This isn't a full solution to portability but it is a needed
  35.498 +% precursor.
  35.499 +
  35.500 +% An interesting portability technique enabled by a separate
  35.501 +% language-plus-hardware specific runtime is tracking which cores are
  35.502 +% likely to already have data in the cache which a new task requires as
  35.503 +% input. It could place tasks where the input data is likely to reside,
  35.504 +% reducing communication to increase performance and power efficiency.
  35.505 +
  35.506 +\paragraph*{Contribution.}
  35.507 +
  35.508 +We show in this paper the definition and implementation of such a
  35.509 +mutable hardware abstraction, albeit at user-level rather than in
  35.510 +the kernel.  It lets a language runtime be implemented as
  35.511 +a plugin, which includes parallelism constructs and assignment of
  35.512 +tasks to cores.
  35.513 +
  35.514 +We focus in this introductory paper on the definition of the
  35.515 +abstraction and its support for parallelism constructs, postponing
  35.516 +exploration of assignment of tasks onto cores and other performance
  35.517 +optimizations to following papers. This paper establishes a definition
  35.518 +of multiple time-lines in a program, and a virtual time that
  35.519 +sequentializes events within those. It demonstrates three sets of
  35.520 +parallelism constructs: synchronous \texttt{send}-\texttt{receive}
  35.521 +motivated by process calculi; \texttt{spawn} and \texttt{sync} from
  35.522 +Cilk {\cite{Fri98,CILKHome}}; and \texttt{mutex} and \texttt{condition
  35.523 +  variable} from pthreads.  The assignment policy we implemented with
  35.524 +them is simply first-come first-served.
  35.525 +
  35.526 +We call the abstraction Virtualized Master-Slave, or VMS. It is
  35.527 +essentially a definition of virtualized time on parallel hardware. It
  35.528 +exports facilities, to a plugin, to create virtual processors and
  35.529 +control how their timelines relate to each other, and relate to
  35.530 +physical time. It also exports facilities, for a library to use, to
  35.531 +suspend a virtual processor and interact with the plugin. The plugin
  35.532 +embodies most of a language's runtime, while the library is the
  35.533 +application's gateway to that runtime.
  35.534 +
  35.535 +\paragraph*{Organization of paper.}
  35.536 +
  35.537 +Section~\ref{secAbsModel} provide the original concepts and
  35.538 +definitions of VMS. Section~\ref{secInternal} focuses on the
  35.539 +implementation, describing the elements and how they interact, then
  35.540 +relating them back to the theoretical definition.
  35.541 +Section~\ref{secApp} takes the point of view of the application code,
  35.542 +studying the usage and implementation of parallel language constructs
  35.543 +as a VMS plugin. To wrap up, measurements of effectiveness appear in
  35.544 +Section~\ref{secResults} and conclusions in
  35.545 +Section~\ref{secConclusion}.
  35.546 +
  35.547 +\section{Background and Related Work}
  35.548 +
  35.549 +All synchronization constructs establish an ordering between program timelines.  We formalize this with the notion of a tie-point and provide a hardware-neutral interface for establishing tie-points. To build synchronization constructs such as locks, condition variables, send-receive, spawn-sync, and so on, we couple the tie-point interface with a virtual timeline that establishes a global ordering of events from software timelines. The combination simplifies implementing synchronization primitives by allowing sequential algorithms to be used, without a performance penalty.  
  35.550 +
  35.551 +This approach has the benefit of separating the semantics of synchronization from the mapping, of software timelines onto physical-core timelines.  The hardware used to perform the mapping is hidden below the interface, and controlled by the runtime by invoking the interface, This improves portability, allows reuse, and shifts  runtimes down into the OS kernel level, providing performance benefits.
  35.552 +The language runtime gains secure access to all kernel level hardware mechanisms, and hardware resources are managed by dialog between runtime and interface, potentially alleviating a major challenge in parallel OS architecture.  The semantics of the tie-point interface makes such a dialog practical, portable, and efficient, as opposed to current issues caused by the semantics of lock hardware such as TAS and CAS instructions.
  35.553 +
  35.554 +In this paper, we introduce the approach with a user-level implementation, deferring Linux integration and hardware support to future papers.
  35.555 +We focus on the formal model of tie-points, details of our proof-of-concept implementation,
  35.556 +and connecting these to application code.
  35.557 +
  35.558 +
  35.559 +  
  35.560 +  We demonstrate
  35.561 +  the low overhead of the interface and quickness to implement a runtime on three sets
  35.562 +  of parallelism constructs: rendez-vous style \texttt{send} and
  35.563 +  \texttt{receive}; Cilk style \texttt{spawn} and \texttt{sync}, which
  35.564 +  have similar performance to Cilk 5.4; and \texttt{mutex} and
  35.565 +  \texttt{condition variable} constructs from pthreads, which have 80x
  35.566 +  lower overhead than Linux thread operations.  Development time
  35.567 +  averaged just over one day per set as opposed to weeks for equivalent lock-based implementations.
  35.568 +
  35.569 +
  35.570 +
  35.571 +User-level thread packages and most parallel language runtimes have to
  35.572 +side-step OS threads, by pinning one to each core, which effectively
  35.573 +gives the user-level package control over the core. Our VMS
  35.574 +implementation also does this. We are not claiming in this paper to
  35.575 +have the OS level implementation of VMS that is possible -- but just
  35.576 +the user-space version.
  35.577 +
  35.578 +\paragraph*{Related work.}
  35.579 +
  35.580 +The most closely related work is Scheduler Activations
  35.581 +\cite{SchedActivations}, which also allows modifying concurrency
  35.582 +constructs and controlling assignment of virtual processors onto
  35.583 +cores. However it has no virtual time to guarantee globally consistent
  35.584 +sequentialization, and no interface for plugins.
  35.585 +
  35.586 +BOM \cite{BOMinManticore}, which is used in Manticore to express
  35.587 +scheduling policies and synchronization, also bears resemblances to
  35.588 +VMS, but at a higher level of abstraction. BOM is a functional
  35.589 +language, rather than a primitive abstraction meant to sit at the
  35.590 +hardware-software boundary as VMS is.
  35.591 +
  35.592 +Coroutines is a high-performance means of switching between
  35.593 +tasks. Coroutine scheduling and stack handling techniques were well
  35.594 +suited to the user-space implementation of VMS.
  35.595 +
  35.596 +Other related work either provides an abstraction of the thread model,
  35.597 +or is a full language with specific parallelism constructs. As a
  35.598 +protypic example of user-level threads, Cilk {\cite{Fri98,CILKHome}}
  35.599 +provides a simplified abstraction with an efficient scheduling and
  35.600 +load balancing algorithm, but limited to fork-join concurrency. OpenMP
  35.601 +{\cite{OpenMPHome}} is a typical example of a parallel extension of
  35.602 +sequential languages; it allows creating tasks and controlling their
  35.603 +execution order. We claim that both Cilk and OpenMP, as well as most
  35.604 +thread abstractions or parallel languages may be implemented via
  35.605 +plugins to VMS, with similar performance.
  35.606 +
  35.607 +In contrast to thread abstractions and parallel programming languages,
  35.608 +VMS doesn't impose its own low-level concurrency semantics as a
  35.609 +programming model, but rather takes preferred ones as plugins. This
  35.610 +makes it not a language itself, but a \emph{support} mechanism to
  35.611 +implement language runtimes. Parallelism constructs may be implemented
  35.612 +as VMS plugins, easily, quickly, and with high performance as
  35.613 +indicated in Section~\ref{secResults}.
  35.614 +
  35.615 +This work presents a first incarnation and evaluation of VMS. We plan
  35.616 +to explore the embedding into VMS of a variety of parallel languages,
  35.617 +with a special interest for coordination languages
  35.618 +\cite{Gelernter85Linda,CnCInHotPar,CnCHome}. We will also explore
  35.619 +VMS's compatibility with different concurrent semantics
  35.620 +\cite{Kah74,hoare78,milner99,Hewitt10,Actors97}. One particularly
  35.621 +important application would be to use VMS to facilitate the design and
  35.622 +implementation of the emerging hybrid programming models, such as
  35.623 +MPI+OpenMP, or OpenMP+OpenCL \cite{Car10,OpenCLHome}.
  35.624 +
  35.625 +\paragraph*{Virtual Processor (VP).}
  35.626 +
  35.627 +We want to avoid the confusion associated with the various
  35.628 +interpretation for the the terms ``thread'' and ``task'' so will use
  35.629 +the term \emph{Virtual Processor} (VP), which we define as state in
  35.630 +combination with the ability to animate code or an additional level of
  35.631 +virtual processors. The state consists of a program counter, a stack
  35.632 +with its contents, a pointer to top of stack, and a pointer to the
  35.633 +current stack frame.
  35.634 +
  35.635 +\section{Abstract Definition of VMS}
  35.636 +\label{secAbsModel}
  35.637 +
  35.638 +We start with an intuitive overview, then precise the definitions and
  35.639 +properties in the following sub-sections.
  35.640 +
  35.641 +\paragraph*{Intuitive Overview.}
  35.642 +
  35.643 +VMS is concerned primarily with time and guarantees about it. This is
  35.644 +because parallelism constructs control how the time-lines of different
  35.645 +virtual processors intersect. They also guarantee relations of time
  35.646 +lines to hardware events.
  35.647 +
  35.648 +As an example, consider a program that writes into a data structure in
  35.649 +one time-line, then calls a \texttt{send} construct, meanwhile in a
  35.650 +different time-line it calls the \texttt{receive} construct then reads
  35.651 +the data structure. The constructs should guarantee that all data
  35.652 +written before the \texttt{send} is readable in the other time-line
  35.653 +after the \texttt{receive}.
  35.654 +
  35.655 +%% AC. Too early.
  35.656 +% VMS provides a primitive guarantee that
  35.657 +% plugin code builds upon to provide such higher-level guarantees. The
  35.658 +% primitive guarantee is defined in Section~\ref{scTime}, after the
  35.659 +% necessary vocabulary is established.
  35.660 +
  35.661 +To support parallelism constructs, VMS provides: primitive operations
  35.662 +to create and suspend VPs; a way for plugged-in code to control when
  35.663 +each VP is (re)started; and time-related guarantees. These are
  35.664 +enforced on all hardware, be it shared memory or distributed, with
  35.665 +strong memory consistency or weak.
  35.666 +
  35.667 +\paragraph*{Definition in three parts.}
  35.668 +
  35.669 +The definition we give is for VMS \emph{with plugins present}.  Hence,
  35.670 +the definition includes the behavior of any parallelism construct
  35.671 +implementable with VMS.  We give the abstract definition in three
  35.672 +parts: a definition of the elements of a VMS computation system; a
  35.673 +definition of time and the key VMS guarantee; and a definition of
  35.674 +virtual processor scheduling states and transitions between them.
  35.675 +
  35.676 +%% AC. Too early, Master has not been defined. I renamed VMS-core into
  35.677 +%% VMS afterwards, finding no ambiguity.
  35.678 +% The Master mentioned in the definition is an abstract entity, with a
  35.679 +% plugin present. In practice, this Master entity is implemented as part
  35.680 +% of a core VMS, and plugins later added. This VMS-core is the hardware
  35.681 +% abstraction. It hides the physical hardware behind an interface that
  35.682 +% creates virtual processors and enforces well-defined time-behavior.
  35.683 +
  35.684 +\subsection{The Elements of a VMS Computation System}
  35.685 +
  35.686 +\begin{itemize}
  35.687 +\item A VMS program has multiple VPs, which are Slaves, each with an
  35.688 +  independent time-line.
  35.689 +\item A schedule of Slaves is generated by a Master entity, from
  35.690 +  within separate time-line(s).
  35.691 +\item A schedule is defined as the set of points at which VPs are
  35.692 +  (re)animated.
  35.693 +\item All semantic parallelism behavior is invoked via communication
  35.694 +  with the Master.
  35.695 +\item Communication with the Master happens by using a VMS primitive,
  35.696 +  which causes \emph{voluntary} suspension of the program's VP.
  35.697 +\end{itemize}
  35.698 +
  35.699 +What is important here is that the choice of which VP is animated, at
  35.700 +which point, happens in a separate time-line; and that the VPs suspend
  35.701 +voluntarily for each parallelism construct. This means that
  35.702 +\emph{scheduling is separated from the program code}, the key point.
  35.703 +
  35.704 +The Master entity appears to be a single entity to the slaves, but may
  35.705 +be implemented by multiple Master VPs hidden inside the VMS
  35.706 +implementation.
  35.707 +
  35.708 +VPs use the Master as an intermediary to: semantically communicate
  35.709 +with each other; cause creation of new program VPs; and to influence
  35.710 +re-animation of VPs. As a subtlety, notice that hardware mechanisms,
  35.711 +such as coherent shared memory, allow communication to take place that
  35.712 +is not visible to the parallelism constructs. This is not allowed with
  35.713 +VMS: parallelism constructs of the language, and through them VMS
  35.714 +primitives, must be separately called in order to make use of shared
  35.715 +variable communication safe.
  35.716 +
  35.717 +%% AC. Calling memory a processing element only adds confusion.
  35.718 +% {\bf Definitions:\ }VMS is intended only for hardware systems that
  35.719 +% consist of processing elements connected by communication.  We define
  35.720 +% a memory-space to be a processing element, albeit without the ability
  35.721 +% to transform data.
  35.722 +
  35.723 +We define a \emph{physical core} to be a processing element executing
  35.724 +a sequential stream of instructions.
  35.725 +
  35.726 +We define a program-time as the sequence of instructions animated by a
  35.727 +Slave VP, which is eventually animated by a physical core. A Slave VP
  35.728 +has associated \emph{scheduling state} that, among other things,
  35.729 +relates to how its program-time progresses relative to physical time
  35.730 +on the cores.
  35.731 +
  35.732 +\subsection{Time in VMS}
  35.733 +\label{secTime}
  35.734 +
  35.735 +VMS has three levels of time: \emph{Program time}, \emph{Master time},
  35.736 +and \emph{Virtual time}.
  35.737 +
  35.738 +\begin{itemize}
  35.739 +\item Program time is local to a Slave VP, measured in instruction
  35.740 +  executions.
  35.741 +\item Master time is hidden from the program and is independent from
  35.742 +  all Program times.
  35.743 +\item Virtual time is the ordered set of changes in scheduling state
  35.744 +  of Slave VPs.
  35.745 +\end{itemize}
  35.746 +
  35.747 +What is most important here is that Virtual time defines a global
  35.748 +sequential ordering. This ordering is consistent with the key VMS
  35.749 +guarantee (given below), and each point in it is computed within
  35.750 +Master time.
  35.751 +
  35.752 +Also, the independence between program times and master time has
  35.753 +subtle advantages. It enables elegant enforcement of the VMS
  35.754 +guarantee, and implementation simplifications that become clear after
  35.755 +gaining deep implementation knowledge.
  35.756 +
  35.757 +In VMS, each event relevant to parallel semantics is tied to a
  35.758 +transition of the state of a Slave VP. This means that implementing
  35.759 +the behavior of parallel semantics is equivalent to controlling the
  35.760 +order of transitions of state of virtual processors.
  35.761 +
  35.762 +\paragraph*{Definition.}
  35.763 +
  35.764 +The stream of instructions in a given program-time is broken into a
  35.765 +number of \emph{trace-segments}, separated by suspension points. Each
  35.766 +trace-segment is animated by a single physical core, but not
  35.767 +necessarily the same core as animated the other trace segments. A
  35.768 +suspend point is created by a Slave VP executing the ``suspend''
  35.769 +primitive provided by VMS. A suspend point has no duration in program
  35.770 +time, but has distinct start and end points in virtual time. The
  35.771 +end-suspension points of two different program times can be tied
  35.772 +together within virtual time, which is called a \emph{tie point} and
  35.773 +has special significance to parallel constructs. The physical time of
  35.774 +a core has no relationship to any program time, except for the various
  35.775 +time-guarantees in this definition of VMS.
  35.776 +
  35.777 +\begin{figure}[ht]
  35.778 + \includegraphics[width=5in]{../figures/Time_in_VMS_1.eps}
  35.779 + \caption
  35.780 + {Mapping program time onto Virtual time. \ The
  35.781 +  Master controls creation of new program time lines, and ending suspend
  35.782 +  points. Here, it has ended two suspend points at a common tie-point.
  35.783 +  }
  35.784 +\label{figTimeMapping}
  35.785 +\end{figure}
  35.786 +
  35.787 +\paragraph*{Relating time-lines to each other.}
  35.788 +
  35.789 +Figure \ref{figTimeMapping} illustrates how trace-segments relate to
  35.790 +suspend points, and map onto virtual time. A trace segment starts in
  35.791 +virtual time where suspend is ended, as seen.  In fact, the two trace
  35.792 +segments shown have a common start-point within virtual time. This is
  35.793 +because the parallelism semantics chose to start them at the same
  35.794 +point -- this is what a tie point is.  A key note is that the lengths
  35.795 +in virtual time have no relation to the lengths in program-time. The
  35.796 +only defined feature is that those two trace-segments have a common
  35.797 +start-point in virtual time. This means that the two suspend points
  35.798 +are considered to be tied together.
  35.799 +
  35.800 +\paragraph*{The key VMS guarantee.}
  35.801 +
  35.802 +Being tied together means that all physical events that can be
  35.803 +observed by both program-times are covered by the key VMS guarantee:
  35.804 +any events triggered before the common suspend point in one program
  35.805 +time are guaranteed visible in the other program time after the common
  35.806 +suspend point. They {\em{might}} be visible before, but it's not
  35.807 +guaranteed. In addition, events triggered after the common suspend
  35.808 +point in one are guaranteed not visible before the common suspend
  35.809 +point in the other. This two-part guarantee is a fundamental design
  35.810 +property of VMS.
  35.811 +
  35.812 +Intuitively, a tie-point separates before it from after such that tied
  35.813 +program times agree (illustrated with code in Section \ref{secApp}
  35.814 +Figure \ref{figAnimVP}). But the subtlety is that events triggered
  35.815 +before the tie-point, {\em{might}} be visible to the other before, and
  35.816 +ones triggered after {\em{might not}} be visible to the other after --
  35.817 +physical events triggered before are only guaranteed visible
  35.818 +{\em{after}} the tie point, and events after are only guaranteed
  35.819 +{\em{not}} visible {\em{before}} the tie point.
  35.820 +
  35.821 +This is a form of bounded non-determinism. The pattern of suspension
  35.822 +end-points determines which trace-segments overlap in Virtual time,
  35.823 +and events triggered in one might be visible in overlapped ones. But
  35.824 +no guarantees cover these. If one segment tries to observe, it will
  35.825 +see events triggered by overlapped segments in non-deterministic
  35.826 +order.
  35.827 +
  35.828 +The VMS implementation defines which physical events are covered by
  35.829 +the key VMS guarantee (reads/writes, network communication, DMA, I/O).
  35.830 +
  35.831 +\paragraph*{Globally consistent sequential order.}
  35.832 +
  35.833 +VMS maps suspend-start, suspend-end, and hence tie-points, to a
  35.834 +globally-consistent sequential order in Virtual time. This enables one
  35.835 +of VMS's key benefits: sequential algorithms for parallel constructs.
  35.836 +
  35.837 +Tie points define parallel behavior, so an implementation of how to
  35.838 +choose tie points equals an implementation of parallel constructs. The
  35.839 +Master chooses tie-points, so plugging code to choose tie-points into
  35.840 +the Master equals plugging in parallel constructs.
  35.841 +
  35.842 +\subsection{Scheduling State}
  35.843 +
  35.844 +Scheduling state is used in VMS to organize internal activity, for
  35.845 +enforcing the guarantees.
  35.846 +
  35.847 +\begin{itemize}
  35.848 +\item VPs have three scheduling states: {\em{Animated}},
  35.849 +  {\em{Blocked}}, {\em{Ready}}; see Figure~\ref{figStates}.
  35.850 +\item VPs in Animated are {\em{allowed}} to advance Program time with
  35.851 +  (core-local) physical time.
  35.852 +\item VPs in Blocked and Ready do not advance their Program time.
  35.853 +\item Animated has two physical states: {\em{Progressing}} and
  35.854 +  {\em{Stalled}}.
  35.855 +\item VPs in Progressing advance Program time with (core-local)
  35.856 +  physical time, those in Stalled do not (allowing non-semantic
  35.857 +  suspend).
  35.858 +\item Scheduling states are defined in Virtual time only.
  35.859 +\item Progressing and Stalled are defined in (core-local) physical
  35.860 +  time only; the distinction is invisible in Virtual time.
  35.861 +\end{itemize}
  35.862 +
  35.863 +\begin{figure}[h!tb]
  35.864 +\begin{minipage}{.55\textwidth}
  35.865 +  \includegraphics[width=\textwidth]{../figures/Scheduling_states_2.eps}
  35.866 +  \caption{Scheduling states of a slave VP in the VMS model.}
  35.867 +  \label{figStates}
  35.868 +\end{minipage}
  35.869 +\hfill
  35.870 +\begin{minipage}{.43\textwidth}
  35.871 +  \includegraphics[width=\textwidth]{../figures/VMS-core__plugins.eps}
  35.872 +  \caption
  35.873 + {
  35.874 +  The Master, split into a generic core and a language-specific plugin.
  35.875 +  The core encapsulates the hardware and remains the same across applications.
  35.876 +  The plugin is part of the parallelism-construct implementation.
  35.877 + }
  35.878 + \label{figMasterSplit}
  35.879 +\end{minipage}
  35.880 +\end{figure}
  35.881 +
  35.882 +
  35.883 +Some important points: (1) only VPs Animated can trigger physical
  35.884 +events that are seen in other program time-lines; (2) the distinction
  35.885 +between Blocked vs Stalled is that a VP has to explicitly execute a
  35.886 +VMS primitive operation to enter Blocked, making it part of the
  35.887 +semantics of parallelism constructs. In contrast, Stalled happens
  35.888 +invisibly, with no effect on semantic behavior. It is due to hardware
  35.889 +events hidden inside VMS, such as interrupts.
  35.890 +
  35.891 +The Ready state is used to separate the parallelism-construct behavior
  35.892 +from the scheduling behavior. It acts as a ``staging area'' for
  35.893 +scheduling. VPs placed into this state are {\em{allowed}} to be
  35.894 +animated, then the scheduler decides when and where.
  35.895 +
  35.896 +An essential and illustrative point is that actions {\em{outside}} a
  35.897 +given Program time cause the VP to transition
  35.898 +Blocked$\rightarrow$Ready, which contrasts to lock algorithms where
  35.899 +the concurrency-related behavior takes place {\em{inside}} program
  35.900 +time.
  35.901 +
  35.902 +\paragraph*{Transition Between Slave Scheduling States.}
  35.903 +
  35.904 +\begin{itemize}
  35.905 +\item VPs transition states as shown in Figure \ref{figStates}.
  35.906 +\item Animated$\rightarrow$Blocked is caused by a Slave VP
  35.907 +  executing the Suspend VMS primitive.
  35.908 +\item Blocked$\rightarrow$Ready is determined by the semantics
  35.909 +  implemented in the plugin.
  35.910 +\item Ready$\rightarrow$Animated is determined by the scheduler in the
  35.911 +  plugin.
  35.912 +\item Transitions in scheduling state have a globally consistent order
  35.913 +  in Virtual time.
  35.914 +\end{itemize}
  35.915 +
  35.916 +The parallelism primitives executed by a program do not control change
  35.917 +in scheduling states. They merely communicate messages to the Master,
  35.918 +via a VMS supplied primitive. Inside the Master, the plugin's
  35.919 +parallelism construct implementation processes the message. Based on
  35.920 +that, it performs changes in state from Blocked$\rightarrow$Ready,
  35.921 +creates new VPs, and dissipates existing VPs.  Most communication from
  35.922 +Slave to Master requires the VP to suspend when it sends the
  35.923 +message. A few messages, like creating new Slave may be sent without
  35.924 +suspending.
  35.925 +
  35.926 +The suspend primitive decouples local physical time from Virtual time.
  35.927 +Execution causes immediate transition to Stalled in physical time,
  35.928 +then the Master performs Animated$\rightarrow$Blocked, fixing that
  35.929 +transition in Virtual time. The only relationship is causality. This
  35.930 +weak relation is what allows suspension-points to be serialized in
  35.931 +Virtual time, which in turn is what allows using sequential algorithms
  35.932 +to implement parallelism constructs.
  35.933 +
  35.934 +\subsection{Plugins}
  35.935 +
  35.936 +The Master entity has two parts, a generic core part and a plugin
  35.937 +(Figure \ref{figMasterSplit}).  The core part of the Master is
  35.938 +implemented as part of VMS itself. The plugin supplies two functions:
  35.939 +the communication-handler and the scheduler, both having a standard
  35.940 +prototype. The communication-handler implements the parallelism
  35.941 +constructs, while scheduler assigns VPs to cores.
  35.942 +
  35.943 +An \emph{instance} of a plugin is created as part of initializing an
  35.944 +application, and the instance holds the semantic and scheduling state
  35.945 +for that run of the application. This state, combined with the virtual
  35.946 +processor states of the slaves created during that application run,
  35.947 +represents progress of the work of the application.  For example,
  35.948 +multi-tasking is performed simply by the Master switching among
  35.949 +plugin instances when it has a resource to offer to a scheduler. The
  35.950 +parallelism-semantic state holds all information needed to resume
  35.951 +(hardware state, such as TLB and cache-tags is inside VMS).
  35.952 +
  35.953 +\section{Internal Workings of Our Implementation}
  35.954 +\label{secInternal}
  35.955 +
  35.956 +We name the elements of our example implementation and describe their
  35.957 +logical function, then relate them to the abstract model. We then step
  35.958 +through the operation of the elements.
  35.959 +
  35.960 +\paragraph*{Elements and their logical function.}
  35.961 +
  35.962 +As illustrated in Figure~\ref{figInternals}, our VMS implementation is
  35.963 +organized around physical cores.  Each core has its own {\em{master
  35.964 +    virtual-processor}}, \texttt{masterVP}, and a {\em{physical-core
  35.965 +    controller}}, which communicate via a set of scheduling slots,
  35.966 +\texttt{schedSlot}. The Master in the abstract definition is
  35.967 +implemented by the multiple \texttt{masterVP}s plus a particular
  35.968 +plugin instance with its shared parallelism-semantic state (seen at
  35.969 +the top).
  35.970 +
  35.971 +On a given core, only one of: the core-controller, \texttt{masterVP},
  35.972 +or a slave VP, is animated at any point in local physical time. Each
  35.973 +\texttt{masterVP} animates the same function, called
  35.974 +\texttt{master\_loop}, and each slave VP animates a function from the
  35.975 +application, starting with the top-level function the slave is created
  35.976 +with, and following its call sequence. The core controller is
  35.977 +implemented here as a Linux pthread that runs the \texttt{core\_loop}
  35.978 +function.
  35.979 +
  35.980 +Switching between VPs is done by executing a VMS primitive that
  35.981 +suspends the VP. This switches the physical core over to the
  35.982 +controller, by jumping to the start of the \texttt{core\_loop}
  35.983 +function, which chooses the next VP and switches to that (switching is
  35.984 +detailed in Section \ref{secApp} Figure \ref{figAssembly}).
  35.985 +
  35.986 +\paragraph*{Relation to abstract model.}
  35.987 +
  35.988 +We chose to implement the Master entity of the model by a set of
  35.989 +\texttt{masterVP}s, plus plugin functions and shared
  35.990 +parallelism-semantic state. VMS consists of this implementation of the
  35.991 +Master, plus the core-controllers, plus the VMS primitive libraries,
  35.992 +for creating new VPs and dissipating existing VPs, suspending VPs, and
  35.993 +communicating from slave VP to Master. In Figure~\ref{figInternals},
  35.994 +everything in green is part of VMS, while the plugin is in red, and
  35.995 +application code appears as blue, inside the slave VP.
  35.996 +
  35.997 +Virtual time in the model is implemented via a combination of four
  35.998 +things: a \texttt{masterLock} (not shown) that guarantees non-overlap
  35.999 +of \texttt{masterVP} trace-segments; the \texttt{master\_loop} which
 35.1000 +performs transition Animated$\rightarrow$Blocked; the
 35.1001 +\texttt{comm\_handler\_fn} which performs Blocked$\rightarrow$Ready
 35.1002 +and the \texttt{scheduler\_fn} which performs
 35.1003 +Ready$\rightarrow$Animated. \ Each state transition is one step of
 35.1004 +Virtual time; is guaranteed sequential by the non-overlap of
 35.1005 +\texttt{masterVP} trace segments; and is global due to being in
 35.1006 +parallelism-semantic state that is shared (top of
 35.1007 +Figure~\ref{figInternals}).
 35.1008 +
 35.1009 +Transitions Progressing$\rightleftarrows$Stalled within the Animated
 35.1010 +state are invisible to the parallelism semantics, the Master, and
 35.1011 +Virtual time, and so have no effect on the elements seen.
 35.1012 +
 35.1013 +\begin{figure*}[h!tb]
 35.1014 +  \centerline{\includegraphics[width=5in]{../figures/VMS-core__internal_workings.eps}}
 35.1015 +  \caption
 35.1016 +  { Internal elements of our example VMS implementation
 35.1017 +  }
 35.1018 +  \label{figInternals}
 35.1019 +\end{figure*}
 35.1020 +
 35.1021 +\paragraph*{Steps of operation.}
 35.1022 +
 35.1023 +The steps of operation are numbered, in Figure \ref{figInternals}.
 35.1024 +Taking them in order:
 35.1025 +
 35.1026 +\begin{enumerate}
 35.1027 +\item \texttt{master\_loop} scans the scheduling slots to see which
 35.1028 +  ones' slaves have suspended since the previous scan.
 35.1029 +\item It hands these to the \texttt{comm\_handler\_fn} plugged in
 35.1030 +(which equals transition Animated$\rightarrow$Blocked).
 35.1031 +\item The VP has a request attached, and data in it causes the
 35.1032 +  \texttt{comm\_handler\_fn} to manipulate data structures in the
 35.1033 +  shared parallelism-semantic state.  These structures hold all the
 35.1034 +  slaves in the blocked state (code-level detail and example will
 35.1035 +  come in Figure~\ref{figReqHdlr}, Section~\ref{secApp}).
 35.1036 +\item Some requests cause slaves to be moved to a \texttt{readyQ} on
 35.1037 +  one of the cores (Blocked$\rightarrow$Ready). Which core's
 35.1038 +  \texttt{readyQ} receives the slave is under plugin control,
 35.1039 +  determined by a combination of request contents, semantic state and
 35.1040 +  physical machine state.
 35.1041 +\item During the scan, the \texttt{master\_loop} also looks for empty
 35.1042 +  slots, and for each calls the \texttt{scheduler\_fn} plugged in. It
 35.1043 +  chooses a slave from the \texttt{readyQ} on the core animating
 35.1044 +  \texttt{master\_loop}.
 35.1045 +\item The \texttt{master\_loop} then places the slave VP's pointer
 35.1046 +  into the scheduling slot (Ready$\rightarrow$Animated), making it
 35.1047 +  available to the \texttt{core\_loop}.
 35.1048 +\item When done with the scan, \texttt{masterVP} suspends, switching
 35.1049 +  animation back to the \texttt{core\_loop}.
 35.1050 +\item \texttt{core\_loop} takes slave VPs out of the slots.
 35.1051 +\item Then \texttt{core\_loop} switches animation to these slave VPs.
 35.1052 +\item When a slave self-suspends, animation returns to the
 35.1053 +  \texttt{core\_loop} (detail in code in Figure 9), which picks
 35.1054 +  another.
 35.1055 +\item Until all slots are empty and the \texttt{core\_loop} switches
 35.1056 +  animation to the \texttt{masterVP}.
 35.1057 +\end{enumerate}
 35.1058 +
 35.1059 +\paragraph*{Enabling sequential implementation of parallelism semantics.}
 35.1060 +
 35.1061 +All these steps happen on each core separately, but
 35.1062 +%% AC. Cannot be both an essential property of VMS and "un this particular..."
 35.1063 +% in this particular implementation
 35.1064 +we use a central \texttt{masterLock} to ensure that
 35.1065 +only one core's \texttt{masterVP} can be active at any time.  This
 35.1066 +guarantees non-overlap of trace-segments from different
 35.1067 +\texttt{masterVP}s, allowing the plugins to use sequential algorithms,
 35.1068 +without a performance penalty, as verified in
 35.1069 +Section~\ref{secResults}.
 35.1070 +
 35.1071 +Relating this to the abstract model: the parallelism-semantic behavior
 35.1072 +of the Master is implemented by the communication handler, in the
 35.1073 +plugin. It thus runs in the Master time referred to, in the model, in
 35.1074 +Section \ref{secAbsModel}. Requests are sent to the Master by
 35.1075 +self-suspension of the slaves, but sit idle until the other slaves in
 35.1076 +the scheduling slots have also run. This is the passive behavior of
 35.1077 +requests that was noted in Section~\ref{secAbsModel}, which allows the
 35.1078 +\texttt{masterVP}s to remain suspended until needed.  This in turn
 35.1079 +enables the \texttt{masterVP}s from different cores to be
 35.1080 +non-overlapped. It is the non-overlap that enables the algorithms for
 35.1081 +the parallelism semantics to be sequential.
 35.1082 +
 35.1083 +\section{Code Level View}
 35.1084 +\label{secApp}
 35.1085 +
 35.1086 +To relate the abstract model and the internal elements to application
 35.1087 +code and parallelism-library code, we give code snippets that
 35.1088 +illustrate key features.  We start with the application then work down
 35.1089 +through the sequence of calls, to the plugin, using our SSR
 35.1090 +{\cite{VMSHome}} parallelism-library as an example.
 35.1091 +
 35.1092 +In general, applications are either written in terms of a parallel
 35.1093 +language that has its own syntax, or a base language with a
 35.1094 +parallelism library, which is often called an {\em{embedded
 35.1095 +    language}}.  Our demonstrators, VCilk {\cite{VMSHome}}, Vthread,
 35.1096 +and SSR, are all parallelism libraries. A parallel language would
 35.1097 +follow the standard practice of performing source-to-source transform,
 35.1098 +from custom syntax into C plus parallelism-library calls.
 35.1099 +
 35.1100 +\paragraph*{SSR.}
 35.1101 +
 35.1102 +SSR stands for Synchronous Send-Receive, and details of its calls and
 35.1103 +internal implementation will be given throughout this section. It has
 35.1104 +two types of construct. The first, called {\em{from-to}} has two
 35.1105 +calls: \texttt{SSR\_send\_from\_to} and
 35.1106 +\texttt{SSR\_receive\_from\_to}, both of which specify the sending VP
 35.1107 +as well as the receiving VP. \ The other, called {\em{of-type}} also
 35.1108 +has two calls: \texttt{SSR\_\_send\_of\_type\_to} and
 35.1109 +\texttt{SSR\_\_receive\_of\_type}, which allow a receiver to accept
 35.1110 +from anonymous senders, but select according to type of message.
 35.1111 +
 35.1112 +% An example of a double column floating figure using two subfigures.
 35.1113 +% (The subfig.sty package must be loaded for this to work.)
 35.1114 +% The subfigure \label commands are set within each subfloat command, the
 35.1115 +% \label for the overall figure must come after \caption.
 35.1116 +% \hfil must be used as a separator to get equal spacing.
 35.1117 +% The subfigure.sty package works much the same way, except \subfigure is
 35.1118 +% used instead of \subfloat.
 35.1119 +%
 35.1120 +%\begin{figure*}[!t]
 35.1121 +%\centerline{\subfloat[Case I]\includegraphics[width=2.5in]{subfigcase1}%
 35.1122 +%\label{fig_first_case}}
 35.1123 +%\hfil
 35.1124 +%\subfloat[Case II]{\includegraphics[width=2.5in]{subfigcase2}%
 35.1125 +%\label{fig_second_case}}}
 35.1126 +%\caption{Simulation results}
 35.1127 +%\label{fig_sim}
 35.1128 +%\end{figure*}
 35.1129 +%
 35.1130 +% Note that often IEEE papers with subfigures do not employ subfigure
 35.1131 +% captions (using the optional argument to \subfloat), but instead will
 35.1132 +% reference/describe all of them (a), (b), etc., within the main caption.
 35.1133 +
 35.1134 +\paragraph*{Application view.}
 35.1135 +
 35.1136 +Figure~\ref{figAnimVP} shows snippets of application code, which use
 35.1137 +the SSR parallelism library. The most important feature is that all
 35.1138 +calls take a pointer to the VP that is animating the call. This is
 35.1139 +seen at the top of the figure where slave VP creation takes a pointer
 35.1140 +to the VP asking for creation. Below that is the standard prototype
 35.1141 +for top level functions, showing that the function receives a pointer
 35.1142 +to the VP it is the top level function for.
 35.1143 +
 35.1144 +The pointer is placed on the stack by VMS when it creates the VP, and
 35.1145 +is the means by which the application comes into possession of the
 35.1146 +pointer. This animating VP is passed to all library calls made from
 35.1147 +there. For example, the bottom shows a pointer to the animating VP
 35.1148 +placed in the position of sender in the \texttt{send} construct call.
 35.1149 +Correspondingly, for the \texttt{receive} construct, the position of
 35.1150 +receiving VP is filled by the VP animating the call.
 35.1151 +
 35.1152 +\begin{figure}[h!tb]
 35.1153 +{\noindent
 35.1154 +{\footnotesize
 35.1155 +{\small Creating a new processor:}
 35.1156 +\begin{verbatim}
 35.1157 +newProcessor = SSR__create_procr( &top_VP_fn, paramsPtr, animatingVP );
 35.1158 +\end{verbatim}
 35.1159 +
 35.1160 +{\small prototype for the top level function:}
 35.1161 +\begin{verbatim}
 35.1162 +top_VP_fn( void *parameterStrucPtr, VirtProcr *animatingVP );
 35.1163 +\end{verbatim}
 35.1164 +
 35.1165 +{\small handing animating VP to parallelism constructs:}
 35.1166 +\begin{verbatim}
 35.1167 +SSR__send_from_to( messagePtr, animatingVP, receivingVP );
 35.1168 +messagePtr = SSR__receive_from_to( sendingVP, animatingVP );
 35.1169 +\end{verbatim}
 35.1170 +}
 35.1171 +}
 35.1172 +\caption
 35.1173 +{Application code snippets showing that all calls to the parallelism library
 35.1174 +take the VP animating that call as a parameter.
 35.1175 +}
 35.1176 +\label{figAnimVP}
 35.1177 +\end{figure}
 35.1178 +
 35.1179 +Relating these to the internal elements of our implementation, the
 35.1180 +\texttt{animatingVP} suspends inside each of these calls, passing a
 35.1181 +request (generated in the library) to one of the \texttt{masterVP}s.
 35.1182 +The \texttt{masterVP} then calls the \texttt{comm-handler} plugin, and
 35.1183 +so on, as described in Section \ref{secInternal}.
 35.1184 +
 35.1185 +For the \texttt{SSR\_\_create\_processor} call, the comm-handler in
 35.1186 +turn calls a VMS primitive to perform the creation.  The primitive
 35.1187 +places a pointer to the newly created VP onto its stack, so that when
 35.1188 +\texttt{top\_VP\_fn} is later animated, it sees the VP-pointer as a
 35.1189 +parameter passed to it. \ All application code is either such a
 35.1190 +top-level function, or has one at the root of the call-stack.
 35.1191 +
 35.1192 +The send and receive calls both suspend their animating VP. When both
 35.1193 +have been called, the communication handler pairs them up and resumes
 35.1194 +both. This ties time-lines together, invoking the VMS guarantee. Both
 35.1195 +application-functions know, because of the VMS guarantee
 35.1196 +(Section~\ref{secAbsModel}), that writes to shared variables made
 35.1197 +before the send call by the sender are visible to the receiver after
 35.1198 +the receive call. This is the programmer's view of tying together the
 35.1199 +local time-lines of two different VPs, as defined in
 35.1200 +Section~\ref{secAbsModel}.
 35.1201 +
 35.1202 +\paragraph*{Concurrency-library view.}
 35.1203 +
 35.1204 +A parallelism library function, in general, only creates a request,
 35.1205 +sends it, and returns, as seen below.  To send a request, it uses the
 35.1206 +combined request-and-suspend VMS primitive that attaches the request
 35.1207 +then suspends the VP.  The primitive requires the pointer to the VP,
 35.1208 +to attach the request and to suspend it.
 35.1209 +
 35.1210 +In Figure~\ref{figImplLib}, notice that the request's data is on the
 35.1211 +stack of the virtual processor that's animating the call, which is the
 35.1212 +\texttt{receiveVP}.  The \texttt{VMS\_\_send\_sem\_request} suspends
 35.1213 +this VP, which changes the physical core's stack pointer to a
 35.1214 +different stack. So the request data is guaranteed to remain
 35.1215 +undisturbed while the VP is suspended.
 35.1216 +
 35.1217 +Figure~\ref{figAssembly} shows the implementation of the VMS suspend
 35.1218 +primitive. As seen in Figure \ref{figInternals}, suspending the
 35.1219 +\texttt{receiveVP} involves switching to the \texttt{core\_loop}. In
 35.1220 +our implementation, this is done by switching to the stack of the
 35.1221 +pthread pinned to the physical core and then jumping to the
 35.1222 +start-point of \texttt{core\_loop}.
 35.1223 +
 35.1224 +This code uses standard techniques commonly employed in co-routine
 35.1225 +implementations. Tuning effort spent in \texttt{core\_loop} is
 35.1226 +inherited by all applications.
 35.1227 +
 35.1228 +\begin{figure}[h!tb]
 35.1229 +{\noindent
 35.1230 +{\footnotesize
 35.1231 +\begin{verbatim}
 35.1232 +void * SSR__receive_from_to( VirtProcr *sendVP, VirtProcr *receiveVP )
 35.1233 + { SSRSemReq  reqData;
 35.1234 +   reqData.receiveVP = receiveVP;
 35.1235 +   reqData.sendVP    = sendVP;
 35.1236 +   reqData.reqType   = receive_from_to;
 35.1237 +   VMS__send_sem_request( &reqData, receiveVP );
 35.1238 +   return receiveVP->dataReturnedFromRequest;
 35.1239 + }
 35.1240 +\end{verbatim}
 35.1241 +}
 35.1242 +}
 35.1243 +\caption{Implementation of SSR's receive\_from\_to library function.}
 35.1244 +\label{figImplLib}
 35.1245 +
 35.1246 +{\noindent
 35.1247 +{\footnotesize
 35.1248 +\begin{verbatim}
 35.1249 +VMS__suspend_procr( VirtProcr *animatingVP )
 35.1250 + { animatingVP->resumeInstrAddr = &&ResumePt; //GCC takes addr of label
 35.1251 +   animatingVP->schedSlotAssignedTo->isNewlySuspended = TRUE; //for master_loop to see
 35.1252 +   <assembly code stores current physical core's stack reg into animatingVP struct>
 35.1253 +   <assembly code loads stack reg with core_loop stackPtr, which was saved into animatingVP>
 35.1254 +   <assembly code jmps to core_loop start instr addr, which was also saved into animatingVP>
 35.1255 + ResumePt:
 35.1256 +   return;
 35.1257 + }
 35.1258 +\end{verbatim}
 35.1259 +}
 35.1260 +}
 35.1261 +  \caption
 35.1262 +{Implementation of VMS suspend processor.
 35.1263 +Re-animating the virtual processor reverses this sequence. \ It saves the
 35.1264 +\texttt{core\_loop}'s resume instr-addr and stack ptr into the VP structure,
 35.1265 +then loads the VP's stack ptr and jmps to its \texttt{resumeInstrAddr}.
 35.1266 +}
 35.1267 +\label{figAssembly}
 35.1268 +
 35.1269 +{\noindent
 35.1270 +{\footnotesize
 35.1271 +\begin{verbatim}
 35.1272 +handle_receive_from_to( VirtProcr *requestingVP, SSRSemReq *reqData, SSRSemEnv *semEnv )
 35.1273 + { commHashTbl = semEnv->communicatingVPHashTable;
 35.1274 +   key[0] = reqData->receiveVP;   key[1] = reqData->sendVP; //send uses same key
 35.1275 +   waitingReqData = lookup_and_remove( key, commHashTbl );  //get waiting request
 35.1276 +   if( waitingReqData != NULL )
 35.1277 +    { resume_virt_procr( waitingReqData->sendVP );
 35.1278 +      resume_virt_procr( waitingReqData->receiveVP );
 35.1279 +    }
 35.1280 +   else
 35.1281 +      insert( key, reqData, commHashTbl ); //receive is first to arrive, make it wait
 35.1282 + }
 35.1283 +\end{verbatim}
 35.1284 +}
 35.1285 +}
 35.1286 +  \caption
 35.1287 +{Pseudo-code of communication-handler for
 35.1288 +\texttt{receive\_from\_to} request type. The \texttt{semEnv} is a pointer
 35.1289 +to the shared parallel semantic state seen at the top of
 35.1290 +Figure~\ref{figInternals}.
 35.1291 +}
 35.1292 +\label{figReqHdlr}
 35.1293 +\end{figure}
 35.1294 +
 35.1295 +\paragraph*{Plugin view.}
 35.1296 +
 35.1297 +SSR's communication handler dispatches on the \texttt{reqType} field
 35.1298 +of the request data, as set by the \texttt{SSR\_\_receive\_from\_to}
 35.1299 +code. It calls the handler code in Figure \ref{figReqHdlr}. This
 35.1300 +constructs a hash-key, by concatenating the from-VP's pointer with the
 35.1301 +to-VP's pointer. Then it looks-up that key in the hash-table that SSR
 35.1302 +uses to match sends with receives, which is in the shared semantic
 35.1303 +state seen at the top of Figure \ref{figInternals} in
 35.1304 +Section~\ref{secInternal}.
 35.1305 +
 35.1306 +The most important feature in Figure~\ref{figReqHdlr} is that both
 35.1307 +send and receive will construct the same key, so will find the same
 35.1308 +hash entry.  Whichever request is handled first in Virtual time will
 35.1309 +see the hash entry empty, and save itself in that entry.  The second
 35.1310 +to arrive sees the waiting request and then resumes both VPs, by
 35.1311 +putting them into their \texttt{readyQ}s.
 35.1312 +
 35.1313 +Access to the shared hash table can be considered private, as in a
 35.1314 +sequential algorithm.  This is because our VMS-core implementation
 35.1315 +ensures that only one handler on one core is executing at a time.
 35.1316 +
 35.1317 +\section{Results}
 35.1318 +\label{secResults}
 35.1319 +
 35.1320 +We implemented blocked dense matrix multiplication with right
 35.1321 +sub-matrices copied to transposed form, and ran it on a 4-core
 35.1322 +Core2Quad 2.4Ghz processor.
 35.1323 +
 35.1324 +\paragraph*{Implementation-time.}
 35.1325 +
 35.1326 +As shown in Table~\ref{tabPersonDaysLang}, time to implement the three
 35.1327 +parallel libraries averages 2 days each. As an example of
 35.1328 +productivity, adding nested transactions, parallel singleton, and
 35.1329 +atomic function-execution to SSR required a single afternoon, totaling
 35.1330 +less than 100 lines of C code.
 35.1331 +
 35.1332 +\paragraph*{Execution Performance.}
 35.1333 +
 35.1334 +Performance of VMS is seen in Table~\ref{tabOverheadCycles}. The code
 35.1335 +is not optimized, but rather written to be easy to understand and
 35.1336 +modify. The majority of the plugin time is lost to cache misses
 35.1337 +because the shared parallelism-semantic state moves between cores on a
 35.1338 +majority of accesses. Acquisition of the master lock is slow due to
 35.1339 +the hardware implementing the CAS instruction.
 35.1340 +
 35.1341 +Existing techniques will likely improve performance, such as
 35.1342 +localizing semantic data to cores, splitting malloc across the cores,
 35.1343 +pre-allocating slabs that are recycled, and pre-fetching. However, in
 35.1344 +many cases, several hundred nano-seconds per task is as optimal as the
 35.1345 +applications can benefit from.
 35.1346 +
 35.1347 +\begin{table}[h!tb]
 35.1348 +\begin{minipage}{.35\textwidth}
 35.1349 +\begin{tabular}{|l|l|l|l|}
 35.1350 +  \cline{2-4}
 35.1351 +  \multicolumn{1}{l|}{} & SSR & Vthread & VCilk\\
 35.1352 +  \cline{2-4}
 35.1353 +  \noalign{\vskip2pt}
 35.1354 +  \hline
 35.1355 +  Design & 4 & 1 & 0.5\\
 35.1356 +  Code & 2 & 0.5 & 0.5\\
 35.1357 +  Test & 1 & 0.5 & 0.5\\
 35.1358 +  L.O.C. & 470 & 290 & 310\\
 35.1359 +  \hline
 35.1360 +\end{tabular}
 35.1361 +\caption
 35.1362 +{Person-days to design, code, and
 35.1363 +  test each parallelism library. L.O.C. is lines of (original) C code,
 35.1364 +  excluding libraries and comments.
 35.1365 +}
 35.1366 +\label{tabPersonDaysLang}
 35.1367 +\end{minipage}
 35.1368 +\hspace{-.05\textwidth}
 35.1369 +\begin{minipage}[t]{.7\textwidth}
 35.1370 +\hfill
 35.1371 +\begin{tabular}{|l|l|r|r|}
 35.1372 +\cline{3-4}
 35.1373 +\multicolumn{2}{l|}{} & comp only & comp + mem\\
 35.1374 +\cline{3-4}
 35.1375 +\noalign{\vskip2pt}
 35.1376 +\hline
 35.1377 +VMS Only & \texttt{master\_loop} &  91 &  110\\
 35.1378 +& switch VPs  & 77 &  130\\
 35.1379 +& (malloc) & 160 & 2300\\
 35.1380 +& (create VP)  & 540 & 3800\\
 35.1381 +\hline
 35.1382 +Language: &  &  & \\
 35.1383 +\quad SSR & plugin -- concur & 190 & 540\\
 35.1384 +& plugin -- all & 530 & 2200\\
 35.1385 +& lock &  &  250\\
 35.1386 +\quad Vthread & plugin -- concur & 66 & 710\\
 35.1387 +& plugin -- all & 180 & 1500\\
 35.1388 +& lock &  &  250\\
 35.1389 +\quad VCilk & plugin -- concur & 65 & 260\\
 35.1390 +& plugin -- all & 330 & 1800\\
 35.1391 +& lock &  &  250\\
 35.1392 +\hline
 35.1393 +\end{tabular}
 35.1394 +\caption
 35.1395 +{Cycles of overhead, per scheduled
 35.1396 +    slave. ``comp only'' is perfect memory, ``comp + mem'' is actual cycles.
 35.1397 +    ``Plugin-concur'' only concurrency requests, ``plugin-all'' includes
 35.1398 +    create and malloc requests. Two significant digits due to variability.
 35.1399 +}
 35.1400 +\label{tabOverheadCycles}
 35.1401 +\end{minipage}
 35.1402 +
 35.1403 +\vskip-1.5cm
 35.1404 +\begin{tabular}{|l|lr|}
 35.1405 +\hline
 35.1406 +    Matrix size&Lang.&sec.\\
 35.1407 +[2pt]\hline
 35.1408 +    $81\times81$ & Cilk & 0.017\\
 35.1409 +    & VCilk & 0.008\\
 35.1410 +\hline
 35.1411 +    $324\times324$ & Cilk & 0.13\\
 35.1412 +    & VCilk & 0.13\\
 35.1413 +\hline
 35.1414 +    $648\times648$ & Cilk & 0.71\\
 35.1415 +    & VCilk & 0.85\\
 35.1416 +\hline
 35.1417 +    $1296\times1296$ & Cilk & 4.8\\
 35.1418 +    & VCilk & 6.2 \\
 35.1419 +[2pt]\hline
 35.1420 +\end{tabular}
 35.1421 +\hfill
 35.1422 +\begin{tabular}{|l|r|r|r|r|}
 35.1423 +\multicolumn{5}{l}{}\\
 35.1424 +\multicolumn{5}{l}{}\\
 35.1425 +\multicolumn{5}{l}{}\\
 35.1426 +\hline
 35.1427 +    operation & \multicolumn{2}{c|}{Vthread} & pthread & ratio\\
 35.1428 +    & comp only & total &  & \\
 35.1429 +[2pt]\hline
 35.1430 +    mutex\_lock & 85 & 1050 & 50,000 & 48:1\\
 35.1431 +    mutex\_unlock & 85 & 610 & 45,000 & 74:1\\
 35.1432 +    cond\_wait  & 85 & 850 & 60,000 & 71:1\\
 35.1433 +    cond\_signal & 90 & 650 & 60,000 & 92:1\\
 35.1434 +\hline
 35.1435 +\end{tabular}
 35.1436 +\caption
 35.1437 +{On left, exe time in seconds for MM. To the right, overhead for
 35.1438 +  pthread vs. Vthread. First column is cycles
 35.1439 +  for perfect memory and second is total measured cycles. pthread cycles are
 35.1440 +  deduced from round-trip experiments.
 35.1441 +}
 35.1442 +\label{tabHeadToHead}
 35.1443 +\end{table}
 35.1444 +
 35.1445 +\paragraph*{Head to head.}
 35.1446 +
 35.1447 +We compare our implementation of the \texttt{spawn} and \texttt{sync}
 35.1448 +constructs against Cilk 5.4, on the top in Table~\ref{tabHeadToHead},
 35.1449 +which shows that the same application code has similar
 35.1450 +performance. For large matrices, Cilk 5.4's better use of the memory
 35.1451 +hierarchy (the workstealing algorithm) achieves 23\% better
 35.1452 +performance. However, for small matrices, VCilk is better, with a
 35.1453 +factor 2 lower overhead. Cilk 5.4 does not allow controlling the
 35.1454 +number of spawn events it actually executes, and chooses to run
 35.1455 +smaller matrices sequentially, limiting our comparison.
 35.1456 +
 35.1457 +When comparing to pthreads, our VMS based implementation has more than
 35.1458 +an order of magnitude better overhead per invocation of mutex or
 35.1459 +condition variable functionality, as seen on the bottom of Table
 35.1460 +\ref{tabHeadToHead}.  Applications that inherently have short trace
 35.1461 +segments will synchronize often and benefit the most from Vthread.
 35.1462 +
 35.1463 +\section{Conclusion}
 35.1464 +\label{secConclusion}
 35.1465 +
 35.1466 +We have shown an alternative to the thread model that enables
 35.1467 +easier-to-use parallelism constructs by splitting the scheduler open,
 35.1468 +to accept new parallelism constructs in the form of plugins. This
 35.1469 +gives the language control over assigning virtual processors to
 35.1470 +physical cores, for performance, debugging, and flexibility
 35.1471 +benefits. Parallelism constructs of programming languages can be
 35.1472 +implemented using sequential algorithms, within a matter of days,
 35.1473 +while maintaining low run-time overhead.
 35.1474 +
 35.1475 +\bibliography{../helpers/bib_for_papers}
 35.1476 +
 35.1477 +\end{document}
    36.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
    36.2 +++ b/0__Papers/PStack/HotPar_2012/latex/12_Ja_20__HotPar_Abstr_for_PStack.aux	Sun Mar 11 09:26:44 2012 -0700
    36.3 @@ -0,0 +1,55 @@
    36.4 +\relax 
    36.5 +\bibstyle{plain}
    36.6 +\citation{PStackHome}
    36.7 +\citation{VMSHome}
    36.8 +\citation{PStackHome}
    36.9 +\citation{OpenMPHome}
   36.10 +\citation{TBBHome}
   36.11 +\citation{OpenCLHome}
   36.12 +\citation{Sequioa06}
   36.13 +\citation{SEJITS}
   36.14 +\@writefile{toc}{\contentsline {section}{\numberline {1}Motivation}{1}}
   36.15 +\@writefile{toc}{\contentsline {section}{\numberline {2}Context: PStack}{1}}
   36.16 +\@writefile{toc}{\contentsline {subsection}{\numberline {2.1}PStack elements}{1}}
   36.17 +\citation{HolisticHome}
   36.18 +\citation{DKUSourceForge}
   36.19 +\citation{BLISHome}
   36.20 +\@writefile{toc}{\contentsline {subsection}{\numberline {2.2}How VMS influences the stack}{2}}
   36.21 +\@writefile{toc}{\contentsline {section}{\numberline {3}Requirements}{2}}
   36.22 +\@writefile{toc}{\contentsline {subsection}{\numberline {3.1}Top Layer: Language Requirements}{2}}
   36.23 +\@writefile{toc}{\contentsline {subsection}{\numberline {3.2}Middle Layer: Runtime Requirements}{2}}
   36.24 +\@writefile{toc}{\contentsline {subsection}{\numberline {3.3}Bottom Layer: Abstraction Requirements}{2}}
   36.25 +\@writefile{lof}{\contentsline {figure}{\numberline {1}{\ignorespaces Depiction of PStack, with layers named on the left, and interfaces between layers named on the right. At the top are toolchains plus specializers, in the middle are runtimes connecting languages to hardware, and below that are hardware abstractions that collect similar hardware below a single interface and simplify runtime implementation. }}{3}}
   36.26 +\newlabel{figPStack}{{1}{3}}
   36.27 +\@writefile{toc}{\contentsline {section}{\numberline {4}Relating VMS Details to Requirements}{3}}
   36.28 +\@writefile{toc}{\contentsline {subsection}{\numberline {4.1}Top-layer}{3}}
   36.29 +\@writefile{toc}{\contentsline {subsection}{\numberline {4.2}Interface from top to middle}{3}}
   36.30 +\@writefile{toc}{\contentsline {subsection}{\numberline {4.3}Middle layer}{3}}
   36.31 +\@writefile{toc}{\contentsline {subsection}{\numberline {4.4}Interface from middle to bottom}{4}}
   36.32 +\@writefile{toc}{\contentsline {subsection}{\numberline {4.5}Bottom layer}{4}}
   36.33 +\@writefile{toc}{\contentsline {section}{\numberline {5}Experimental Setup}{4}}
   36.34 +\@writefile{toc}{\contentsline {section}{\numberline {6}Results}{4}}
   36.35 +\@writefile{toc}{\contentsline {subsection}{\numberline {6.1}Performance Results}{4}}
   36.36 +\citation{VMSLCPC}
   36.37 +\bibdata{../helpers/bib_for_papers}
   36.38 +\bibcite{SEJITS}{1}
   36.39 +\@writefile{lof}{\contentsline {figure}{\numberline {2}{\ignorespaces ${\begingroup ExecutionTime\endgroup \over WorkTime}$ vs $TaskTime$ on the 1x2 machine. It shows results for Vthread and pthread on the same axes, for 8 through 512 threads. The Vthread curves cluster, appearing as the bottom-most, while the pthread curves for 8, 32, and 128 are above it. The results for pthread with 512 threads land outside the plot. }}{5}}
   36.40 +\newlabel{figCray1Results}{{2}{5}}
   36.41 +\@writefile{lof}{\contentsline {figure}{\numberline {3}{\ignorespaces ${\begingroup ExecutionTime\endgroup \over WorkTime}$ vs $TaskTime$ on the 1x4 machine. The results are similar to Figure 2\hbox {}. }}{5}}
   36.42 +\newlabel{figVMSResults}{{3}{5}}
   36.43 +\@writefile{lof}{\contentsline {figure}{\numberline {4}{\ignorespaces ${\begingroup ExecutionTime\endgroup \over WorkTime}$ vs $TaskTime$ on the 4x10 machine. The Vthread results are difficult to see, at the bottom of the plot, while the pthread results appear in the middle. The runs start at 80 threads, which is the number of hardware contexts in the machine. }}{5}}
   36.44 +\newlabel{figXoanonResults}{{4}{5}}
   36.45 +\@writefile{toc}{\contentsline {subsection}{\numberline {6.2}Implementation Time Results}{5}}
   36.46 +\@writefile{lot}{\contentsline {table}{\numberline {1}{\ignorespaces Person-days to design, code, and test each of three sets of parallelism constructs. L.O.C. is lines of (original) C code, excluding libraries and comments. }}{5}}
   36.47 +\newlabel{tabPersonDaysLang}{{1}{5}}
   36.48 +\@writefile{toc}{\contentsline {section}{\numberline {7}Conclusion}{5}}
   36.49 +\bibcite{TBBHome}{2}
   36.50 +\bibcite{Sequioa06}{3}
   36.51 +\bibcite{OpenCLHome}{4}
   36.52 +\bibcite{PStackHome}{5}
   36.53 +\bibcite{BLISHome}{6}
   36.54 +\bibcite{DKUSourceForge}{7}
   36.55 +\bibcite{VMSLCPC}{8}
   36.56 +\bibcite{VMSHome}{9}
   36.57 +\bibcite{OpenMPHome}{10}
   36.58 +
    37.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
    37.2 +++ b/0__Papers/PStack/HotPar_2012/latex/12_Ja_20__HotPar_Abstr_for_PStack.bbl	Sun Mar 11 09:26:44 2012 -0700
    37.3 @@ -0,0 +1,61 @@
    37.4 +\begin{thebibliography}{10}
    37.5 +
    37.6 +\bibitem{SEJITS}
    37.7 +B.~Catanzaro, S.~Kamil, Y.~Lee, K.~Asanovic, J.~Demmel, K.~Keutzer, J.~Shalf,
    37.8 +  K.~Yelick, and A.~Fox.
    37.9 +\newblock Sejits: Getting productivity and performance with selective embedded
   37.10 +  jit specialization.
   37.11 +\newblock {\em First Workshop on Programmable Models for Emerging Architecture
   37.12 +  at the 18th International Conference on Parallel Architectures and
   37.13 +  Compilation Techniques}, 2009.
   37.14 +
   37.15 +\bibitem{TBBHome}
   37.16 +Intel Corp.
   37.17 +\newblock {TBB} home page.
   37.18 +\newblock http://www.threadingbuildingblocks.org.
   37.19 +
   37.20 +\bibitem{Sequioa06}
   37.21 +Kayvon Fatahalian, Daniel~Reiter Horn, Timothy~J. Knight, Larkhoon Leem, Mike
   37.22 +  Houston, Ji~Young Park, Mattan Erez, Manman Ren, Alex Aiken, William~J.
   37.23 +  Dally, and Pat Hanrahan.
   37.24 +\newblock Sequoia: programming the memory hierarchy.
   37.25 +\newblock In {\em SC '06: Proceedings of the 2006 ACM/IEEE conference on
   37.26 +  Supercomputing}, page~83, 2006.
   37.27 +
   37.28 +\bibitem{OpenCLHome}
   37.29 +Kronos Group.
   37.30 +\newblock {OpenCL} home page.
   37.31 +\newblock http://www.khronos.org/opencl.
   37.32 +
   37.33 +\bibitem{PStackHome}
   37.34 +Sean Halle.
   37.35 +\newblock {PStack} home page, 2012.
   37.36 +\newblock http://pstack.sourceforge.net.
   37.37 +
   37.38 +\bibitem{BLISHome}
   37.39 +Sean Halle and Albert Cohen.
   37.40 +\newblock {BLIS} website, November 2008.
   37.41 +\newblock http://blisplatform.sourceforge.net.
   37.42 +
   37.43 +\bibitem{DKUSourceForge}
   37.44 +Sean Halle and Albert Cohen.
   37.45 +\newblock {DKU} website, November 2008.
   37.46 +\newblock http://dku.sourceforge.net.
   37.47 +
   37.48 +\bibitem{VMSLCPC}
   37.49 +Sean Halle and Albert Cohen.
   37.50 +\newblock A mutable hardware abstraction to replace threads.
   37.51 +\newblock {\em 24th International Workshop on Languages and Compilers for
   37.52 +  Parallel Languages (LCPC11)}, 2011.
   37.53 +
   37.54 +\bibitem{VMSHome}
   37.55 +Sean Halle, Merten Sach, Ben Juurlink, and Albert Cohen.
   37.56 +\newblock {VMS} home page, 2010.
   37.57 +\newblock http://virtualizedmasterslave.org.
   37.58 +
   37.59 +\bibitem{OpenMPHome}
   37.60 +{OpenMP} organization.
   37.61 +\newblock {OpenMP} home page.
   37.62 +\newblock http://www.openmp.org.
   37.63 +
   37.64 +\end{thebibliography}
    38.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
    38.2 +++ b/0__Papers/PStack/HotPar_2012/latex/12_Ja_20__HotPar_Abstr_for_PStack.blg	Sun Mar 11 09:26:44 2012 -0700
    38.3 @@ -0,0 +1,22 @@
    38.4 +This is 8-bit Big BibTeX version 0.99c
    38.5 +Implementation:  WIN32 Console, BaKoMa TNS bound.
    38.6 +Release version: 3.71 (18 Aug 1996)
    38.7 +
    38.8 +The top-level auxiliary file: 12_Ja_20__HotPar_Abstr_for_PStack.aux
    38.9 +The style file: plain.bst
   38.10 +Database file #1: ../helpers/bib_for_papers.bib
   38.11 +I was expecting a `,' or a `}'---line 889 of file ../helpers/bib_for_papers.bib
   38.12 + :    
   38.13 + :    author = {Sean Halle},
   38.14 +(Error may have been on previous line)
   38.15 +I'm skipping whatever remains of this entry
   38.16 +Warning--I didn't find a database entry for "HolisticHome"
   38.17 +
   38.18 +Here's how much of BibTeX's memory you used:
   38.19 + Cites:                10 out of 7500
   38.20 + Fields:               56 out of 125000
   38.21 + Hash table:        34850 out of 35000
   38.22 + Strings:             552 out of 30000
   38.23 + String pool:        5561 out of 750000
   38.24 + Wizard functions:   2118 out of 10000
   38.25 +(There was 1 error message)
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    39.3 @@ -0,0 +1,2 @@
    39.4 +[MakeIndex]
    39.5 +.idx=.ind
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   41.53 +%%=======================================================================
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   41.55 +% These packages are optional, but useful
   41.56 +\usepackage{epsfig}     % postscript figures
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   41.60 +\usepackage{graphicx,calc,ifthen,makeidx,amssymb,makeidx}
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   41.64 +
   41.65 +%=======================================================================
   41.66 +
   41.67 +\begin{document}
   41.68 +
   41.69 +\bibliographystyle{plain}
   41.70 +
   41.71 +\title{Supporting the Performant-Portability Software Stack with the Virtualized Master-Slave Abstraction}
   41.72 +
   41.73 +\docstatus{Submitted to HotPar 2012}
   41.74 +
   41.75 +% authors.  separate groupings with \and.
   41.76 +\author{
   41.77 +\authname{{Sean Halle \ \ \ \ \ \ \ \   Merten Sach \ \ \ \ \ \  \ \ Ben Juurlink}}
   41.78 +\authaddr{{Technical University Berlin, Germany}}
   41.79 +\authemail{{first.last@tu-berlin.de}}
   41.80 +}
   41.81 +
   41.82 +%\authurl{\url{http://www.aes.tu-berlin.de/menue/home/parameter/en/}}
   41.83 +
   41.84 +
   41.85 +\maketitle
   41.86 +
   41.87 +%=======================================================================
   41.88 +
   41.89 +\begin{abstract}
   41.90 +The HotPar 2012 call for papers states that wide uptake of high efficiency parallel architectures ``requires new parallel programming paradigms, new methods of application design, new structures for system software, and new models of interaction among applications, compilers, operating systems, and hardware." In short, a new software stack, and a way to organize players in research and industry to  supply the pieces of the stack.
   41.91 +
   41.92 +A recently proposed candidate for such a software stack\cite{PStackHome} relies in part on the assumption that a suitable hardware abstraction exists for the bottom layer of the stack. The abstraction's main purpose is to reduce the effort required in the upper layers. It must reduce the effort of creating language runtimes: by hiding details of synchronization and communication; by regularizing implementation to simplify and encourage reuse across languages; and by reducing the number of runtimes needed by collecting multiple targets below a single interface. It must at the same time enable high performance, by giving the  language control over task placement and exposing to the runtime's scheduler the memory hierarchy, communication characteristics, and other major performance-related aspects of the hardware.
   41.93 +
   41.94 +In this paper, we show that an abstraction called Virtualized Master-Slave, or VMS \cite{VMSHome} satisfies these criteria, and we provide recent measurements to support the case.
   41.95 +
   41.96 +\end{abstract}
   41.97 +
   41.98 +%=======================================================================
   41.99 +
  41.100 +\section{Motivation}
  41.101 +
  41.102 +
  41.103 +As stated in the call for papers, wide uptake of high efficiency parallel architectures ``requires new parallel programming paradigms, new methods of application design, new structures for system software, and new models of interaction among applications, compilers, operating systems, and hardware." Which are element of the software stack, and normally supplied by multiple players in research and industry. The players need to be organized to supply the pieces of the stack.
  41.104 +
  41.105 +The goal of the stack is  to make parallel programming as productive as sequential programming, and to make it as portable onto new generations of hardware as sequential code.
  41.106 +
  41.107 +Reduced  cost of parallel software is one major benefit of such a stack. Part of the cost reduction comes from  performant portability.  This means  code is written once then run performantly across hardware targets, including unknown future architectures.
  41.108 +
  41.109 +A recent proposal for achieving this, named PStack\cite{PStackHome},  calls for a software stack having a layer of languages (toolchains) at the top, a layer of runtimes below that, and a hardware abstraction layer at the bottom.
  41.110 +
  41.111 +It is this bottom layer that we focus on in this paper.  We begin by giving context for the bottom layer with more information about the software stack, in Section 2. We then explore the requirements for the layers in in Section 3, and show how VMS satisfies the requirements in Section 4.  We then move to results, giving our experimental setup in Section 5, and measurements in Section 6.  In Section 7 we tie the elements of the paper together in the conclusion.
  41.112 +
  41.113 +
  41.114 +%%%%%%%%%%%%%%%%%%%%%
  41.115 +\section{Context:  PStack}
  41.116 +
  41.117 +Many projects are attempting portability \cite{OpenMPHome,TBBHome,OpenCLHome,Sequioa06,SEJITS}. PStack differentiates itself in three ways: 1) it's goal is wider than most: (nearly) all-languages to (nearly) all hardware 2) It's approach is to \emph{organize} -- industry supplies the pieces of the solution, while PStack itself only provides the interfaces and scaffolding, along with  the seed of a solution to start 3) PStack has unique approaches for the application interface and the hardware interface that fill fundamental needs.
  41.118 +
  41.119 +The general philosophy is that portability involves too much effort to be solved by a single group.  Instead, an industry-wide effort is needed, where each player provides one small piece of the solution.  This, though, requires some way to organize it all, and modularize the pieces.
  41.120 +
  41.121 +PStack addresses this by defining a number of interfaces, and providing tools to manage specialization.  These result in a simple, decoupled process for adding new solution pieces.  So, the solution can grow at its own pace, accumulating the efforts of many.
  41.122 +
  41.123 +\subsection{PStack elements}
  41.124 +
  41.125 +As seen in Figure \ref{figPStack}, at the top, a standard set of information is defined, which must be gathered from the application.  Current languages don't capture all the required information. So PStack defines a set of constructs to be added to a language to fill its gaps. The added constructs are denoted ``+P'' appended to the language name.
  41.126 +
  41.127 +In the middle, standard runtimes require too much effort to create, and discourage reusing schedulers across languages.  So PStack defines a hardware abstraction that removes as much as possible from the runtime, including concurrency in the runtime itself.  The abstraction makes the runtimes all have similar structure, which simplifies reuse of complex scheduler code among languages.
  41.128 +
  41.129 +At the bottom, performance of the runtime itself requires intense low-level hand-tuning and debugging.  This is captured inside the implementation of the abstraction.  It is done once for each hardware target, then reused across the runtimes from all languages.  So the intense hand-tuning is taken out of the runtimes, in the middle layer, while it benefits all  languages and hence applications in the higher layers.
  41.130 +
  41.131 +\subsection{How VMS  influences the stack}
  41.132 +
  41.133 +VMS was chosen as the abstraction in the bottom layer. However, VMS affects multiple interfaces and layers of the stack. At the top, it determines the way parallel constructs are embedded into base languages, and how custom-syntax languages generate their runtime-interactions.  Next, between the top and middle, VMS defines the interface for the language layer to talk to the runtime layer. Then within the middle layer, VMS defines two standard function prototypes, so that a runtime consists of implementations of just these two functions.  Between middle and bottom, VMS defines a number of services that runtimes in the middle can call, and also defines the interaction between the VMS-implementation and the two runtime functions.
  41.134 +
  41.135 +
  41.136 +\begin{figure*}[ht]
  41.137 +\center
  41.138 + \includegraphics[width=6in]{Portability_stack_combined.pdf} 
  41.139 + \caption
  41.140 + {Depiction of PStack, with layers named on the left, and interfaces between layers named on the right. At the top are  toolchains plus specializers, in the middle are runtimes connecting languages to hardware, and below that are hardware abstractions that collect similar hardware below a single interface and simplify runtime implementation.
  41.141 +  }
  41.142 +\label{figPStack}
  41.143 +
  41.144 +\end{figure*}
  41.145 +
  41.146 +
  41.147 +
  41.148 +%%%%%%%%%%%%%%%%%%%%%%%%%%%
  41.149 +\section{Requirements}
  41.150 +
  41.151 +Although the paper focuses on the bottom abstraction,  its requirements are influenced by the layers above. So we present a full picture of the requirements in the stack, to give a complete picture for the bottom abstraction. 
  41.152 +
  41.153 +\subsection{Top Layer: Language Requirements}
  41.154 +The languages must be designed to capture all information required to specialize the source for high performance on any target hardware. A computation model, called The Holistic Model\cite{HolisticHome}, suggests that such a canonical set of information exists. 
  41.155 +
  41.156 +PStack proposes to develop the constructs that gather the canonical information set, where some constructs are in the form of specialization helpers such as task-resizers and layout modifiers. The application implements the specialization helpers, thereby encoding information about data structures and how to manipulate them.  The seeds of such an approach were laid with work on DKU\cite{DKUSourceForge}, which demonstrated the success of task-resizing constructs.
  41.157 +
  41.158 +PStack also calls for the use of the BLIS\cite{BLISHome} approach for managing multiple toolchains, where each toolchain specializes to a different target. The management covers the  install process, during which the correct toolchain output is paired to the installation target.  Further specialization can thus be naturally added during installation, when exact hardware details are known.  If required, runtime tuning and optimization also fit naturally  within the approach.
  41.159 +
  41.160 +\subsection{Middle Layer: Runtime Requirements}
  41.161 +
  41.162 +Below the top layer, a collection of runtime systems acts as a sort of cross-bar switch, connecting the languages above to the hardware abstractions below. Such a ``cross-bar'' switch made up of runtimes implies  a large number of runtimes. 
  41.163 +
  41.164 +To be practical, the number of runtimes must be reduced; the effort of creating one must be reduced; and reuse of sophisticated runtime code must be encouraged. 
  41.165 +
  41.166 +\subsection{Bottom Layer: Abstraction Requirements}
  41.167 +
  41.168 +The primary purpose of the bottom abstraction is to reduce the effort of creating the runtime layer.
  41.169 +
  41.170 +\begin{itemize}
  41.171 +\item The abstraction must hide details, making multiple hardware targets present the same interface and use a common runtime.
  41.172 +\item The abstraction must hide low-level tuning of the runtime itself, like synchronization-related tuning.
  41.173 +\item The asbstraction must provide common services, such as handling internal synchronization of the runtime, creation of tasks, communication, etc.
  41.174 +\item The abstraction must create uniform patterns for runtime implementation, making reuse between runtimes more practical and reducing the effort of making multiple runtimes.
  41.175 +
  41.176 +\end{itemize}
  41.177 +
  41.178 +However, the abstraction must not hide \textit{application}-performance-critical information from the runtime, which holds the scheduler that decides when tasks become ready and where to execute them.  The scheduling choices need to know the communication paths and memory pools in the hardware, along with latency, bandwidth, capacity and computation rate.
  41.179 +
  41.180 +A single abstraction can't both hide details and expose those required by the runtimes to attain high \emph{application} performance.  Instead, PStack calls for a  family of abstractions, one for each major type of architecture, including a ``hierarchy'' abstraction used to glue together heterogeneous hardware.  In each, only the details critical to application performance are exposed to the scheduler in the runtime, thus keeping the number of abstractions needed manageably small, on the order of tens in total.
  41.181 +
  41.182 +
  41.183 +
  41.184 +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
  41.185 +\section{Relating VMS Details to Requirements}
  41.186 +
  41.187 +Given the requirements, how does VMS meet them? We given more detail on VMS, at each place it affects the stack, and show how the details satisfy the requirements.
  41.188 +
  41.189 +
  41.190 +\subsection{Top-layer}
  41.191 +
  41.192 +With VMS, a language is implemented as either a collection of wrapper-library calls embedded into a base language, or as custom syntax. The  wrapper-lib functions call a primitive supplied by VMS that suspends the virtual-processor animating the call, and sends a request to the runtime. This same VMS primitive is also used to implement custom syntax, inside the compiler.  Thus, the VMS primitive is the means for the language layer to interact with the runtime layer. 
  41.193 +
  41.194 +
  41.195 +VMS is invisible to the application, only language constructs are visible -- either wrapper-library calls or custom syntax.  From the application-programmer point of view, even an embedded parallelism construct looks like a function call, albeit the data-structure of the virtual-processor animating the code has to be passed as a parameter to the wrapper-lib call.
  41.196 +
  41.197 +
  41.198 +\subsection{Interface from top to middle}
  41.199 +
  41.200 +The interface between application-executable and language-runtime is fixed, as the VMS-primitive that sends a request to the runtime. Even though PStack allows executables to be modified during installation or even runtime, via BLIS management of auto-tuners, multi-stage compilers, or binary re-writers, the VMS-primitive still must be used for the executable to interact with the runtime.  
  41.201 +
  41.202 +
  41.203 +Such a standard interaction mechanism serves not only to modularize the stack, cleanly separating runtime from toolchain, but also to decouple executable from VMS implementation. The VMS primitive is naturally a custom instruction, but can also be, a trap to the OS, a message sent on a port, or a function call -- given appropriate executable modification under BLIS.
  41.204 +
  41.205 +\subsection{Middle layer}
  41.206 +
  41.207 +
  41.208 +
  41.209 +VMS causes the middle-layer portion of a runtime to be implemented as two functions. The first is the request-handler, which is the part of a scheduler that handles constraints. It determines which work units (tasks) are ready to be animated (executed).
  41.210 + The other function, sched-assigner, assigns ready work to hardware. This provides uniform patterns for the runtimes.
  41.211 +
  41.212 +  
  41.213 +
  41.214 +When a request is ready for the runtime, VMS calls the request-handler function, and when  hardware is free for work, VMS calls the scheduler-assign function. Thus, the language portion of the runtime is passive. 
  41.215 +
  41.216 +By keeping control-flow inside VMS, the language-supplied portion of the runtime is simplified. Control flow includes any concurrency, and so is inside the VMS-implementation.  Hence, the language-supplied runtime functions are sequential code, even though they implement the \textit{semantics} of language-level synchronization constructs. This simplifies runtime implementation.
  41.217 +
  41.218 +This structure is also the reason VMS encourages reuse of scheduler code.  Scheduling is  sub-divided into distinct modules: constraint-management (IE enforcing dependencies); and assigning work to resources. The assignment module is especially straight-forward to share between languages.
  41.219 +
  41.220 +Because application performance is most strongly influenced by communication within the hardware, the assignment module is  critical. For high performance, it also tends to be complex.  Thus, simple reuse of it is a significant benefit.
  41.221 +
  41.222 +
  41.223 +\subsection{Interface from middle to bottom}
  41.224 +
  41.225 +VMS's plugin API is the interface between the runtime and the bottom abstraction-implementation. The API has calls to register  language-supplied runtime functions with the bottom abstraction, as well as support services. 
  41.226 +
  41.227 +
  41.228 +Reduction of the number of runtimes is accomplished this way. Hardware targets with similar structure present the same interface, requiring only one runtime. 
  41.229 +
  41.230 +Only structural elements that affect assignment choices are exposed in the API.  For example, memory hierarchy is exposed as a VMS-defined data-structure made available to the sched-assign function. The details in the data convey the connectivity, communication, and sizes, which the assigner may use to optimize choices.  
  41.231 +
  41.232 +\subsection{Bottom layer}
  41.233 +
  41.234 +The bottom layer consists of implementations of the VMS API and VMS primitives used in the upper levels, as well as the control-flow of the runtimes.  Each hardware platform has its own implementation, allowing low-level hand-tweaking. This effort is performed once per hardware target, so is amortized across applications. Pulling this tuning below the interface also simplifies the runtime-portion in the middle layer. 
  41.235 +
  41.236 +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
  41.237 +\section{Experimental Setup}
  41.238 +The experiments to measure VMS overhead were run on three machines: a one-socket 2 core 3GHz workstation (``1x2''), a one-socket 4 core SandyBridge 3.3GHz workstation (``1x4''), and a four-socket by 10 core each Westmere EX 2.4GHz server (``4x10'').
  41.239 +
  41.240 +The code consists of two loops: the innermost is a single task, while the outer repeats that task a number of times.  The inner does throw-away work entirely within registers, where the number of iterations sets the amount of work in the task.  After the inner completes, a synchronization is performed, which pairs each task to a sync operation.  The outer then repeats the sequence of task-then-sync a large number of times to gain statistical accuracy and dominate any other sources of overhead.
  41.241 +
  41.242 +Two versions of the code were written: one that used pthread, a second that used a VMS-implemented equivalent called Vthread.  Both have the same semantics, differing only in the implementation of scheduling triggered by the  construct.  Hence, any difference in execution time is due to the difference in scheduling overhead.   
  41.243 +
  41.244 +%%%%%%%%%%%%%%%%%%%%%%%
  41.245 +\section{Results}
  41.246 +The new experimental results given in this paper focus on the overhead of the runtime, with the goal of showing that a language based on VMS enjoys low overhead compared to standard pthreads.  We illustrate the amount of overhead by plotting a curve whose shape is determined by the overhead.
  41.247 +
  41.248 +The curve  compares total CPU time to just work time. The difference is the overhead of scheduling,  which consists of: switching from application to scheduler; updating the sync-construct state; choosing a new thread to schedule; and deciding on which core to re-animate it.
  41.249 +  
  41.250 +The ratio of total CPU time to work time gets larger as the overhead increases, raising overhead's percent of the total.  When the ratio is exactly 2, the work time exactly equals the overhead.  Larger ratio indicates overhead dominates, smaller indicates work dominates.
  41.251 +
  41.252 +Hence, to find the size of the overhead,  find the size of task where the work in the task exactly equals the overhead of scheduling the task.  To do this, we plot the ratio on the y axis and single-task-time on x axis.  When the ratio equals 2, the cycles of work in the task equals the overhead of scheduling the task.  So the overhead can be read off the graph, as the task-size at the y=2 point.
  41.253 +
  41.254 +
  41.255 +\subsection{Performance Results}
  41.256 +
  41.257 +We executed on each of three machines.  On a given machine, we first executed the pthread version, then the Vthread version, with a variety of numbers of threads. Varying the number of threads shows the effect on scheduling time. For a given machine, both sets of curves are plotted on the same graph, to make direct comparison easy.
  41.258 +
  41.259 +\begin{figure}[ht!]
  41.260 + \includegraphics[width=2.3in, angle = -90]{plots_exec_vs_task_size/cray1_pthread_vthread_8_32_128_512thds__o30000__perfCtrs.eps}
  41.261 + \caption
  41.262 + {$\frac{ExecutionTime} {WorkTime}$  vs  $TaskTime$ on the 1x2 machine. It shows results for Vthread and pthread on the same axes, for 8 through 512 threads. The Vthread curves cluster, appearing as the bottom-most, while the pthread curves for 8, 32, and 128 are  above it. The results for pthread with 512 threads land outside the plot.
  41.263 +  }
  41.264 +\label{figCray1Results}
  41.265 +\end{figure}
  41.266 +
  41.267 +Figure \ref{figCray1Results} shows results for the 1x2 machine.  The curves for Vthread cluster together in the lower-left, indicating  that overhead is smaller than for pthread. The tight clustering means that overhead remains constant as the number of  threads is increased.
  41.268 +  
  41.269 +The values for overhead per task is read off the graph by finding where the curve crosses $y=2$.  This shows that Vthread has around 700 cycles of overhead, while pthread starts at 3800 for 8 threads, goes up to 8200 for 32 threads, and then into the tens of thousands for 128 threads.  Not shown is the curve for 512 threads, which has more than 100,000 cycles of overhead.
  41.270 +
  41.271 +
  41.272 +\begin{figure}[ht!]
  41.273 + \includegraphics[width=2.2in, angle = -90]{plots_exec_vs_task_size/vms_pthread_vthread_8_32_128_512thds__o30000__perfCtrs.eps}
  41.274 + \caption
  41.275 + {$\frac{ExecutionTime} {WorkTime}$  vs  $TaskTime$ on the 1x4 machine. The results are similar to Figure \ref{figCray1Results}.
  41.276 +  }
  41.277 +\label{figVMSResults}
  41.278 +\end{figure}
  41.279 + 
  41.280 +
  41.281 +Figure \ref{figVMSResults} shows similar characteristics on the 1x4 SandyBridge machine.
  41.282 +
  41.283 +
  41.284 +\begin{figure}[ht!]
  41.285 + \includegraphics[width=2.2in, angle = -90]
  41.286 + {plots_exec_vs_task_size/xoanon_pthread_vthread_40core_80_160_320_640thds__o30000__perfCtrs.eps}
  41.287 + \caption
  41.288 + {$\frac{ExecutionTime} {WorkTime}$  vs  $TaskTime$ on the 4x10 machine. The Vthread results are difficult to see, at the bottom of the plot, while the pthread results appear in the middle. The runs start at 80 threads, which is the number of hardware contexts in the machine.
  41.289 +  }
  41.290 +\label{figXoanonResults}
  41.291 +\end{figure}
  41.292 +
  41.293 +
  41.294 +However, things change dramatically on the 4 socket by 10 core-each Westmere machine, seen in Figure \ref{figXoanonResults}.  Here, inter-socket communication dominates, and VMS gains orders of magnitude advantage.  For one thread per hardware context, Vthread's overhead is around 2000 cycles, while pthread starts at around 50,000 and goes up from there.
  41.295 +
  41.296 +The implementation of VMS is different on this machine than the single-socket ones, and demonstrates the effectiveness of pulling hardware details below the abstraction.  
  41.297 +
  41.298 +When using the single-socket implementation on the 4x10, the large number of cores and inter-socket communication times causes excessive contention. We solved the problem for the 4x10 machine with an increasing-random-backoff approach. It reduces overhead by an order of magnitude on the 4x10.
  41.299 +
  41.300 +  Without an abstraction like VMS, the language implementers would have to discover and solve such problems separately for each language on each machine. Because this required several weeks, the use of advanced tools, and detailed knowledge of the hardware, the savings for the language-runtime implementers is significant. This is evidence of VMS's ability to reduce middle-layer runtime implementation effort.
  41.301 +
  41.302 +%\mbox
  41.303 +% {\subfigure{\includegraphics[width=2.3in, angle = -90]
  41.304 +% {plots_exec_vs_task_size/cray1_pthread_vthread_8_32_128_512thds__o30000__perfCtrs.eps}
  41.305 +% }}
  41.306 + 
  41.307 +
  41.308 +%$\frac{ExecutionTime} {WorkTime}$  vs  $TaskTime$.  The smaller the task, the smaller the time between scheduling events.  When the ratio reaches 2, the scheduling overhead exactly equals the task time. This shows results for pthreads and for Vthreads on a 1 socket by 2 core PC.
  41.309 + 
  41.310 + 
  41.311 +\subsection{Implementation Time Results}
  41.312 +As seen in a previous paper on VMS\cite{VMSLCPC}, it makes runtime implementation quick and easy.  The results are re-printed in Table \ref{tabPersonDaysLang} to support the claim VMS meets the requirement of reducing runtime implementation effort. 
  41.313 +
  41.314 +From previous experience and informal discussions with others, equivalently low-overhead tuned runtimes would take several months. Similar time is also expected to learn the code of a pre-existing multi-threaded highly tuned runtime, then modify, debug and re-tune it.  
  41.315 +
  41.316 +\begin{table}[ht!]
  41.317 +\caption
  41.318 + {Person-days to design, code, and test each of three sets of parallelism constructs. L.O.C. is lines of (original) C code, excluding libraries and comments.
  41.319 + }
  41.320 +\label{tabPersonDaysLang}
  41.321 +\begin{center}
  41.322 +\begin{tabular}{|l|l|l|l|}
  41.323 +\cline{1-4}
  41.324 +    & SSR & Vthread & VCilk
  41.325 +    \\\cline{1-4}
  41.326 +    Design & 4 & 1 & 0.5\\
  41.327 +    Code & 2 & 0.5 & 0.5\\
  41.328 +    Test & 1 & 0.5 & 0.5\\
  41.329 +    \cline{1-4}
  41.330 +    L.O.C. & 470 & 290 & 310
  41.331 +    \\\cline{1-4}
  41.332 +  \end{tabular}
  41.333 +\end{center}
  41.334 +\end{table}
  41.335 +
  41.336 +
  41.337 +%%%%%%%%%%%%%%%%%%%%%%
  41.338 +\section{Conclusion}
  41.339 +We showed that using VMS as the bottom hardware abstraction in a software stack pulls low-level tuning out of the runtimes, reduces the number of runtime implementations, and encourages reuse of scheduler assignment code across languages.
  41.340 +
  41.341 +
  41.342 +%%%%%%%%%%%%%%%%%%%%%%%%
  41.343 +
  41.344 +
  41.345 +\bibliography{../helpers/bib_for_papers}
  41.346 +
  41.347 +
  41.348 +\end{document}
  41.349 +
    42.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
    42.2 +++ b/0__Papers/PStack/HotPar_2012/latex/Paper_Design.txt	Sun Mar 11 09:26:44 2012 -0700
    42.3 @@ -0,0 +1,21 @@
    42.4 +
    42.5 +
    42.6 +Outline:
    42.7 +
    42.8 +Motivation: by funnelling from big, broad, already accepted, down to specific of paper.
    42.9 +Added detail: Start with universally accepted goal that all agree with -- the HotPar call for papers statement -- build a golden bridge from there to the specific thing want to talk about -- the bottom layer of the portability stack.  
   42.10 +-] state the goal of HotPar
   42.11 +-] Show how that's same as needing a new software stack
   42.12 +-] Say proposal for such stack exists
   42.13 +-] Say paper focuses on bottom layer of stack
   42.14 +
   42.15 +Desire: inject PStack into the paper, as support -- because can't claim it as a contribution as it has no supporting results.  
   42.16 +Want to build sub-bridges -- once add structure, there are audience-accepted sub-goals they've seen in practice already.  Call those already-known things out, to give audience mental anchors -- then build golden bridges from those to PStack, showing that PStack addresses those anchored concerns/issues/goals
   42.17 +
   42.18 +-] Anchor: Other portability approaches exist  (Everyone knows that, asking "so how is this PStack different?"
   42.19 +--] Bridge: how PStack differentiates itself
   42.20 +
   42.21 +Detail: PStack is broader in scope: all langs to all hardware, PStack isn't solution itself, rather it's organizer for all in industry to supply piece by piece the solution; PStack has novel top-level interface and bottom-layer interface that enable all the rest.
   42.22 +
   42.23 +
   42.24 +
    43.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
    43.2 +++ b/0__Papers/PStack/HotPar_2012/latex/Paper_Design_2.txt	Sun Mar 11 09:26:44 2012 -0700
    43.3 @@ -0,0 +1,32 @@
    43.4 +
    43.5 +======
    43.6 +
    43.7 +Details of VMS interface, details of its impl on multi-core, details of differences on different machines.
    43.8 +
    43.9 +wrapper-lib calls VMS-supplied primitive that suspends the virtual-processor calling the lib, and sends a request to VMS.  VMS calls lang-supplied plugin to handle requests -- this is the part of the scheduler that handles constraints -- it determines which virt-processors must remain suspended, and which are free to be re-animated.
   43.10 +
   43.11 +The language is implemented as either a collection of wrapper-lib calls embedded into the base language, or as custom syntax that uses uses the VMS-supplied primitive to suspend virtual processors and send requests to VMS.
   43.12 +
   43.13 +
   43.14 +VMS is invisible to the application, only language constructs are visible.  From the application-programmer point of view, the embedded version looks like a function call, albeit the data-struc of the virtual-processor animating the code has to be passed as a parameter to the wrapper-lib call.
   43.15 +
   43.16 +Hence, VMS is invisible to the application, only language constructs are visible.  
   43.17 +
   43.18 +The wrapper-lib call is standard library code that is loaded along with the application executable.
   43.19 +
   43.20 +However, VMS primitives may be hardware-implemented, or loaded as OS modules, or dynamic or static libraries. Rhey are naturally custom instructions, but may be emulated by software.
   43.21 +
   43.22 +The interface between application-executable and language-runtime is the VMS-primitive that sends a request to VMS.  The language-runtime receives the request under control of VMS, which calls a language-supplied request-handling function and passes the request as a parameter.  This passive behavior of the request handler leaves control-flow inside VMS, which is part of hiding concurrency from the language-runtime implementation.
   43.23 +
   43.24 +The interface between the runtime and VMS is VMS's plugin API.  The runtime is implemented as two functions, whose pointers are handed to VMS.  VMS then controls the flow of execution.  When a request is ready for the runtime, VMS cIalls the request-handler function, and when a spot on hardware is free for work, VMS calls the scheduler-assign function.  Hence, the language implements its runtime as two isolated functions.  By keeping control-flow inside VMS, the language-specific portion of the runtiem is simplified.
   43.25 +
   43.26 +This structure is also the reason VMS encourages reuse of scheduler code. The VMS API separates out control flow from scheduling, so scheduling code is isolated, with well-defined interfaces.  Scheduling is then further sub-divided into modules: constraint-management (IE enforcing dependencies); and choosing physical location to place work. Each has its own well-defined interface, and they communicate to each other via VMS-managed shared state.
   43.27 +
   43.28 +The greatest application performance impact due to the scheduler is communication it causes.
   43.29 +
   43.30 +, management of the memory hierarchy, and the match between work-characteristics and hardware-characteristics (IE, assigning to accelerator vs CPU).  Hence, significant work goes into implementing strategies and mechanisms for finding the best assignment-choices. Such implementations are only loosely coupled to language, through the shared state by which the request-handler informs the assigner of what work is ready to be animated.
   43.31 +   
   43.32 +Hence, it is straight-forward to reuse the code that assigns work to physical locations.  The only language-specific influence on the assigner is the shared constraint-state.
   43.33 +
   43.34 + 
   43.35 +
    44.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
    44.2 +++ b/0__Papers/PStack/HotPar_2012/latex/url.sty	Sun Mar 11 09:26:44 2012 -0700
    44.3 @@ -0,0 +1,325 @@
    44.4 +% url.sty  ver 1.4    02-Mar-1999   Donald Arseneau   asnd@triumf.ca
    44.5 +% Copyright 1996-1999 Donald Arseneau,  Vancouver, Canada.
    44.6 +% This program can be used, distributed, and modified under the terms
    44.7 +% of the LaTeX Project Public License.
    44.8 +%
    44.9 +% A form of \verb that allows linebreaks at certain characters or
   44.10 +% combinations of characters, accepts reconfiguration, and can usually
   44.11 +% be used in the argument to another command.  It is intended for email
   44.12 +% addresses, hypertext links, directories/paths, etc., which normally
   44.13 +% have no spaces.  The font may be selected using the \urlstyle command,
   44.14 +% and new url-like commands can be defined using \urldef.
   44.15 +%
   44.16 +% Usage:    Conditions:
   44.17 +% \url{ }   If the argument contains any "%", "#", or "^^", or ends with
   44.18 +%           "\", it can't be used in the argument to another command.
   44.19 +%           The argument must not contain unbalanced braces.
   44.20 +% \url|  |  ...where "|" is any character not used in the argument and not
   44.21 +%           "{" or a space.  The same restrictions as above except that the
   44.22 +%           argument may contain unbalanced braces.
   44.23 +% \xyz      for "\xyz" a defined-url;  this can be used anywhere, no matter
   44.24 +%           what characters it contains.
   44.25 +%
   44.26 +% See further instructions after "\endinput"
   44.27 +%
   44.28 +\def\Url@ttdo{% style assignments for tt fonts or T1 encoding
   44.29 +\def\UrlBreaks{\do\.\do\@\do\\\do\/\do\!\do\_\do\|\do\%\do\;\do\>\do\]%
   44.30 + \do\)\do\,\do\?\do\'\do\+\do\=}%
   44.31 +\def\UrlBigBreaks{\do\:\do@url@hyp}%
   44.32 +\def\UrlNoBreaks{\do\(\do\[\do\{\do\<}% (unnecessary)
   44.33 +\def\UrlSpecials{\do\ {\ }}%
   44.34 +\def\UrlOrds{\do\*\do\-\do\~}% any ordinary characters that aren't usually
   44.35 +}
   44.36 +\def\Url@do{% style assignments for OT1 fonts except tt
   44.37 +\def\UrlBreaks{\do\.\do\@\do\/\do\!\do\%\do\;\do\]\do\)\do\,\do\?\do\+\do\=}%
   44.38 +\def\UrlBigBreaks{\do\:\do@url@hyp}%
   44.39 +\def\UrlNoBreaks{\do\(\do\[\do\{}% prevents breaks after *next* character
   44.40 +\def\UrlSpecials{\do\<{\langle}\do\>{\mathbin{\rangle}}\do\_{\_%
   44.41 + \penalty\@m}\do\|{\mid}\do\{{\lbrace}\do\}{\mathbin{\rbrace}}\do
   44.42 + \\{\mathbin{\backslash}}\do\~{\raise.6ex\hbox{\m@th$\scriptstyle\sim$}}\do
   44.43 + \ {\ }}%
   44.44 +\def\UrlOrds{\do\'\do\"\do\-}%
   44.45 +}
   44.46 +\def\url@ttstyle{%
   44.47 +\@ifundefined{selectfont}{\def\UrlFont{\tt}}{\def\UrlFont{\ttfamily}}\Url@ttdo
   44.48 +}
   44.49 +\def\url@rmstyle{%
   44.50 +\@ifundefined{selectfont}{\def\UrlFont{\rm}}{\def\UrlFont{\rmfamily}}\Url@do
   44.51 +}
   44.52 +\def\url@sfstyle{%
   44.53 +\@ifundefined{selectfont}{\def\UrlFont{\sf}}{\def\UrlFont{\sffamily}}\Url@do
   44.54 +}
   44.55 +\def\url@samestyle{\ifdim\fontdimen\thr@@\font=\z@ \url@ttstyle \else
   44.56 +  \url@rmstyle \fi \def\UrlFont{}}
   44.57 +
   44.58 +\@ifundefined{strip@prefix}{\def\strip@prefix#1>{}}{}
   44.59 +\@ifundefined{verbatim@nolig@list}{\def\verbatim@nolig@list{\do\`}}{}
   44.60 +
   44.61 +\def\Url{%
   44.62 + \begingroup \let\url@moving\relax\relax \endgroup
   44.63 + \ifmmode\@nomatherr$\fi
   44.64 + \UrlFont $\fam\z@ \textfont\z@\font
   44.65 + \let\do\@makeother \dospecials % verbatim catcodes
   44.66 + \catcode`{\@ne \catcode`}\tw@ \catcode`\ 10 % except braces and spaces
   44.67 + \medmuskip0mu \thickmuskip\medmuskip \thinmuskip\medmuskip
   44.68 + \@tempcnta\fam\multiply\@tempcnta\@cclvi
   44.69 + \let\do\set@mathcode \UrlOrds % ordinary characters that were special
   44.70 + \advance\@tempcnta 8192 \UrlBreaks % bin
   44.71 + \advance\@tempcnta 4096 \UrlBigBreaks % rel
   44.72 + \advance\@tempcnta 4096 \UrlNoBreaks % open
   44.73 + \let\do\set@mathact \UrlSpecials % active
   44.74 + \let\do\set@mathnolig \verbatim@nolig@list % prevent ligatures
   44.75 + \@ifnextchar\bgroup\Url@z\Url@y}
   44.76 +
   44.77 +\def\Url@y#1{\catcode`{11 \catcode`}11
   44.78 +  \def\@tempa##1#1{\Url@z{##1}}\@tempa}
   44.79 +\def\Url@z#1{\def\@tempa{#1}\expandafter\expandafter\expandafter\Url@Hook
   44.80 +  \expandafter\strip@prefix\meaning\@tempa\UrlRight\m@th$\endgroup}
   44.81 +\def\Url@Hook{\UrlLeft}
   44.82 +\let\UrlRight\@empty
   44.83 +\let\UrlLeft\@empty
   44.84 +
   44.85 +\def\set@mathcode#1{\count@`#1\advance\count@\@tempcnta\mathcode`#1\count@}
   44.86 +\def\set@mathact#1#2{\mathcode`#132768 \lccode`\~`#1\lowercase{\def~{#2}}}
   44.87 +\def\set@mathnolig#1{\ifnum\mathcode`#1<32768
   44.88 +   \lccode`\~`#1\lowercase{\edef~{\mathchar\number\mathcode`#1_{\/}}}%
   44.89 +   \mathcode`#132768 \fi}
   44.90 +
   44.91 +\def\urldef#1#2{\begingroup \setbox\z@\hbox\bgroup
   44.92 +  \def\Url@z{\Url@def{#1}{#2}}#2}
   44.93 +\expandafter\ifx\csname DeclareRobustCommand\endcsname\relax
   44.94 +  \def\Url@def#1#2#3{\m@th$\endgroup\egroup\endgroup
   44.95 +    \def#1{#2{#3}}}
   44.96 +\else
   44.97 +  \def\Url@def#1#2#3{\m@th$\endgroup\egroup\endgroup
   44.98 +    \DeclareRobustCommand{#1}{#2{#3}}}
   44.99 +\fi
  44.100 +
  44.101 +\def\urlstyle#1{\csname url@#1style\endcsname}
  44.102 +
  44.103 +% Sample (and default) configuration:
  44.104 +%
  44.105 +\newcommand\url{\begingroup \Url}
  44.106 +%
  44.107 +% picTeX defines \path, so declare it optionally:
  44.108 +\@ifundefined{path}{\newcommand\path{\begingroup \urlstyle{tt}\Url}}{}
  44.109 +%
  44.110 +% too many styles define \email like \address, so I will not define it.
  44.111 +% \newcommand\email{\begingroup \urlstyle{rm}\Url}
  44.112 +
  44.113 +% Process LaTeX \package options
  44.114 +%
  44.115 +\urlstyle{tt}
  44.116 +\let\Url@sppen\@M
  44.117 +\def\do@url@hyp{}% by default, no breaks after hyphens
  44.118 +
  44.119 +\@ifundefined{ProvidesPackage}{}{
  44.120 +  \ProvidesPackage{url}[1999/03/02 \space ver 1.4 \space
  44.121 +       Verb mode for urls, email addresses, and file names]
  44.122 +  \DeclareOption{hyphens}{\def\do@url@hyp{\do\-}}% allow breaks after hyphens
  44.123 +  \DeclareOption{obeyspaces}{\let\Url@Hook\relax}% a flag for later
  44.124 +  \DeclareOption{spaces}{\let\Url@sppen\relpenalty}
  44.125 +  \DeclareOption{T1}{\let\Url@do\Url@ttdo}
  44.126 +  \ProcessOptions
  44.127 +\ifx\Url@Hook\relax % [obeyspaces] was declared
  44.128 +  \def\Url@Hook#1\UrlRight\m@th{\edef\@tempa{\noexpand\UrlLeft
  44.129 +    \Url@retain#1\Url@nosp\, }\@tempa\UrlRight\m@th}
  44.130 +  \def\Url@retain#1 {#1\penalty\Url@sppen\ \Url@retain}
  44.131 +  \def\Url@nosp\,#1\Url@retain{}
  44.132 +\fi
  44.133 +}
  44.134 +
  44.135 +\edef\url@moving{\csname Url Error\endcsname}
  44.136 +\expandafter\edef\url@moving
  44.137 + {\csname url used in a moving argument.\endcsname}
  44.138 +\expandafter\expandafter\expandafter \let \url@moving\undefined 
  44.139 +
  44.140 +\endinput
  44.141 +%
  44.142 +% url.sty  ver 1.4   02-Mar-1999   Donald Arseneau   asnd@reg.triumf.ca
  44.143 +%
  44.144 +% This package defines "\url", a form of "\verb" that allows linebreaks,
  44.145 +% and can often be used in the argument to another command.  It can be
  44.146 +% configured to print in different formats, and is particularly useful for
  44.147 +% hypertext links, email addresses, directories/paths, etc.  The font may
  44.148 +% be selected using the "\urlstyle" command and pre-defined text can be
  44.149 +% stored with the "\urldef" command. New url-like commands can be defined,
  44.150 +% and a "\path" command is provided this way.
  44.151 +%
  44.152 +% Usage:    Conditions:
  44.153 +% \url{ }   If the argument contains any "%", "#", or "^^", or ends with
  44.154 +%           "\", it can't be used in the argument to another command.
  44.155 +%           The argument must not contain unbalanced braces.
  44.156 +% \url|  |  ...where "|" is any character not used in the argument and not
  44.157 +%           "{" or a space.  The same restrictions as above except that the
  44.158 +%           argument may contain unbalanced braces.
  44.159 +% \xyz      for "\xyz" a defined-url;  this can be used anywhere, no matter
  44.160 +%           what characters it contains.
  44.161 +%
  44.162 +% The "\url" command is fragile, and its argument is likely to be very
  44.163 +% fragile, but a defined-url is robust.
  44.164 +%
  44.165 +% Package Option:  obeyspaces
  44.166 +% Ordinarily, all spaces are ignored in the url-text.  The "[obeyspaces]"
  44.167 +% option allows spaces, but may introduce spurious spaces when a url
  44.168 +% containing "\" characters is given in the argument to another command.
  44.169 +% So if you need to obey spaces you can say "\usepackage[obeyspaces]{url}",
  44.170 +% and if you need both spaces and backslashes, use a `defined-url' for
  44.171 +% anything with "\".
  44.172 +%
  44.173 +% Package Option:  hyphens
  44.174 +% Ordinarily, breaks are not allowed after "-" characters because this
  44.175 +% leads to confusion. (Is the "-" part of the address or just a hyphen?)
  44.176 +% The package option "[hyphens]" allows breaks after explicit hyphen
  44.177 +% characters.  The "\url" command will *never ever* hyphenate words.
  44.178 +%
  44.179 +% Package Option:  spaces
  44.180 +% Likewise, breaks are not usually allowed after spaces under the
  44.181 +% "[obeyspaces]" option, but giving the options "[obeyspaces,spaces]"
  44.182 +% will allow breaks at those spaces.
  44.183 +%
  44.184 +% Package Option:  T1
  44.185 +% This signifies that you will be using T1-encoded fonts which contain
  44.186 +% some characters missing from most older (OT1) encoded TeX fonts.  This
  44.187 +% changes the default definition for "\urlstyle{rm}".
  44.188 +%
  44.189 +% Defining a defined-url:
  44.190 +% Take for example the email address "myself%node@gateway.net" which could
  44.191 +% not be given (using "\url" or "\verb") in a caption or parbox due to the
  44.192 +% percent sign.  This address can be predefined with
  44.193 +%    \urldef{\myself}\url{myself%node@gateway.net}   or
  44.194 +%    \urldef{\myself}\url|myself%node@gateway.net|
  44.195 +% and then you may use "\myself" instead of "\url{myself%node@gateway.net}"
  44.196 +% in an argument, and even in a moving argument like a caption because a
  44.197 +% defined-url is robust.
  44.198 +%
  44.199 +% Style:
  44.200 +% You can switch the style of printing using "\urlstyle{tt}", where "tt"
  44.201 +% can be any defined style.  The pre-defined styles are "tt", "rm", "sf",
  44.202 +% and "same" which all allow the same linebreaks but different fonts --
  44.203 +% the first three select a specific font and the "same" style uses the
  44.204 +% current text font.  You can define your own styles with different fonts
  44.205 +% and/or line-breaking by following the explanations below.  The "\url"
  44.206 +% command follows whatever the currently-set style dictates.
  44.207 +%
  44.208 +% Alternate commands:
  44.209 +% It may be desireable to have different things treated differently, each
  44.210 +% in a predefined style; e.g., if you want directory paths to always be
  44.211 +% in tt and email addresses to be rm, then you would define new url-like
  44.212 +% commands as follows:
  44.213 +%
  44.214 +%    \newcommand\email{\begingroup \urlstyle{rm}\Url}
  44.215 +%    \newcommand\directory{\begingroup \urlstyle{tt}\Url}
  44.216 +%
  44.217 +% You must follow this format closely, and NOTE that the final command is
  44.218 +% "\Url", not "\url".  In fact, the "\directory" example is exactly the
  44.219 +% "\path" definition which is pre-defined in the package.  If you look
  44.220 +% above, you will see that "\url" is defined with
  44.221 +%    \newcommand\url{\begingroup \Url}
  44.222 +% I.e., using whatever url-style has been selected.
  44.223 +%
  44.224 +% You can make a defined-url for these other styles, using the usual
  44.225 +% "\urldef" command as in this example:
  44.226 +%
  44.227 +%    \urldef{\myself}{\email}{myself%node.domain@gateway.net}
  44.228 +%
  44.229 +% which makes "\myself" act like "\email{myself%node.domain@gateway.net}",
  44.230 +% if the "\email" command is defined as above.  The "\myself" command
  44.231 +% would then be robust.
  44.232 +%
  44.233 +% Defining styles:
  44.234 +% Before describing how to customize the printing style, it is best to
  44.235 +% mention something about the unusual implementation of "\url".  Although
  44.236 +% the material is textual in nature, and the font specification required
  44.237 +% is a text-font command, the text is actually typeset in *math* mode.
  44.238 +% This allows the context-sensitive linebreaking, but also accounts for
  44.239 +% the default behavior of ignoring spaces.  Now on to defining styles.
  44.240 +%
  44.241 +% To change the font or the list of characters that allow linebreaks, you
  44.242 +% could redefine the commands "\UrlFont", "\UrlBreaks", "\UrlSpecials" etc.
  44.243 +% directly in the document, but it is better to define a new `url-style'
  44.244 +% (following the example of "\url@ttstyle" and "\url@rmstyle") which defines
  44.245 +% all of "\UrlBigbreaks", "\UrlNoBreaks", "\UrlBreaks", "\UrlSpecials", and
  44.246 +% "\UrlFont".
  44.247 +%
  44.248 +% Changing font:
  44.249 +% The "\UrlFont" command selects the font.  The definition of "\UrlFont"
  44.250 +% done by the pre-defined styles varies to cope with a variety of LaTeX
  44.251 +% font selection schemes, but it could be as simple as "\def\UrlFont{\tt}".
  44.252 +% Depending on the font selected, some characters may need to be defined
  44.253 +% in the "\UrlSpecials" list because many fonts don't contain all the
  44.254 +% standard input characters.
  44.255 +%
  44.256 +% Changing linebreaks:
  44.257 +% The list of characters that allow line-breaks is given by "\UrlBreaks"
  44.258 +% and "\UrlBigBreaks", which have the format "\do\c" for character "c".
  44.259 +% The differences are that `BigBreaks' have a lower penalty and have
  44.260 +% different breakpoints when in sequence (as in "http://"): `BigBreaks'
  44.261 +% are treated as mathrels while `Breaks' are mathbins (see The TeXbook,
  44.262 +% p.170). In particular, a series of `BigBreak' characters will break at
  44.263 +% the end and only at the end; a series of `Break' characters will break
  44.264 +% after the first and after every following *pair*; there will be no
  44.265 +% break after a `Break' character if a `BigBreak' follows.  In the case
  44.266 +% of "http://" it doesn't matter whether ":" is a `Break' or `BigBreak' --
  44.267 +% the breaks are the same in either case; but for DECnet nodes with "::"
  44.268 +% it is important to prevent breaks *between* the colons, and that is why
  44.269 +% colons are `BigBreaks'.
  44.270 +%
  44.271 +% It is possible for characters to prevent breaks after the next following
  44.272 +% character (I use this for parentheses).  Specify these in "\UrlNoBreaks".
  44.273 +%
  44.274 +% You can do arbitrarily complex things with characters by making them
  44.275 +% active in math mode (mathcode hex-8000) and specifying the definition(s)
  44.276 +% in "\UrlSpecials".  This is used in the rm and sf styles for OT1 font
  44.277 +% encoding to handle several characters that are not present in those
  44.278 +% computer-modern style fonts.  See the definition of "\Url@do", which
  44.279 +% is used by both "\url@rmstyle" and "\url@sfstyle"; it handles missing
  44.280 +% characters via "\UrlSpecials".  The nominal format for setting each
  44.281 +% special character "c" is: "\do\c{<definition>}", but you can include
  44.282 +% other definitions too.
  44.283 +%
  44.284 +%
  44.285 +% If all this sounds confusing ... well, it is!  But I hope you won't need
  44.286 +% to redefine breakpoints -- the default assignments seem to work well for
  44.287 +% a wide variety of applications.  If you do need to make changes, you can
  44.288 +% test for breakpoints using regular math mode and the characters "+=(a".
  44.289 +%
  44.290 +% Yet more flexibility:
  44.291 +% You can also customize the verbatim text by defining "\UrlRight" and/or
  44.292 +% "\UrlLeft", e.g., for ISO formatting of urls surrounded by "<  >", define
  44.293 +%
  44.294 +%    \renewcommand\url{\begingroup \def\UrlLeft{<url: }\def\UrlRight{>}%
  44.295 +%        \urlstyle{tt}\Url}
  44.296 +%
  44.297 +% The meanings of "\UrlLeft" and "\UrlRight" are *not* reproduced verbatim.
  44.298 +% This lets you use formatting commands there, but you must be careful not
  44.299 +% to use TeX's special characters ("\^_%~#$&{}" etc.) improperly.
  44.300 +% You can also define "\UrlLeft" to reprocess the verbatim text, but the
  44.301 +% format of the definition is special:
  44.302 +%
  44.303 +%    \def\UrlLeft#1\UrlRight{ ... do things with #1 ... }
  44.304 +%
  44.305 +% Yes, that is "#1" followed by "\UrlRight" then the definition.  For
  44.306 +% example, to put a hyperTeX hypertext link in the DVI file:
  44.307 +%
  44.308 +%    \def\UrlLeft#1\UrlRight{\special{html:<a href="#1">}#1\special{html:</a>}}
  44.309 +%
  44.310 +% Using this technique, url.sty can provide a convenient interface for
  44.311 +% performing various operations on verbatim text.  You don't even need
  44.312 +% to print out the argument!  For greatest efficiency in such obscure
  44.313 +% applications, you can define a null url-style where all the lists like
  44.314 +% "\UrlBreaks" are empty.
  44.315 +%
  44.316 +% Revision History:
  44.317 +% ver 1.1 6-Feb-1996: 
  44.318 +% Fix hyphens that wouldn't break and ligatures that weren't suppressed.
  44.319 +% ver 1.2 19-Oct-1996:
  44.320 +% Package option for T1 encoding; Hooks: "\UrlLeft" and "\UrlRight".
  44.321 +% ver 1.3 21-Jul-1997:
  44.322 +% Prohibit spaces as delimiter characters; change ascii tilde in OT1.
  44.323 +% ver 1.4 02-Mar-1999
  44.324 +% LaTeX license; moving-argument-error
  44.325 +% The End
  44.326 +
  44.327 +Test file integrity:  ASCII 32-57, 58-126:  !"#$%&'()*+,-./0123456789
  44.328 +:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~
    45.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
    45.2 +++ b/0__Papers/PStack/HotPar_2012/latex/usetex-v1-anon.cls	Sun Mar 11 09:26:44 2012 -0700
    45.3 @@ -0,0 +1,363 @@
    45.4 +\NeedsTeXFormat{LaTeX2e}
    45.5 +\ProvidesClass{usetex-v1-anon}[2002/10/31 v1.2 usetex Usenix article class]
    45.6 +
    45.7 +% usetex-v1.cls - to be used with LaTeX2e for Usenix articles
    45.8 +%
    45.9 +% To use this style file, do this:
   45.10 +%
   45.11 +%    \documentclass{usetex-v1}
   45.12 +%
   45.13 +% The following definitions are modifications of standard article.cls
   45.14 +% definitions, arranged to do a better job of matching the Usenix
   45.15 +% guidelines. and make for convenient Usenix paper writing
   45.16 +%
   45.17 +% Choose the appropriate option:
   45.18 +%
   45.19 +% 1. workingdraft:
   45.20 +%
   45.21 +%       For initial submission and shepherding.  Features prominent
   45.22 +%       date, notice of draft status, page numbers, and annotation
   45.23 +%       facilities.
   45.24 +%
   45.25 +% 2. proof:
   45.26 +%
   45.27 +%         A galley proof identical to the final copy except for page
   45.28 +%         numbering and proof date on the bottom.  Annotations are
   45.29 +%         removed.
   45.30 +%
   45.31 +% 3. webversion:
   45.32 +%
   45.33 +%       A web-publishable version, uses \docstatus{} to indicate
   45.34 +%       publication information (where and when paper was published),
   45.35 +%       and page numbers.
   45.36 +%
   45.37 +% 4. finalversion:
   45.38 +%
   45.39 +%       The final camera-ready-copy (CRC) version of the paper.
   45.40 +%       Published in conference proceedings.  This doesn't include
   45.41 +%       page numbers, annotations, or draft status (Usenix adds
   45.42 +%       headers, footers, and page numbers onto the CRC).
   45.43 +%
   45.44 +% If several are used, the last one in this list wins
   45.45 +%
   45.46 +
   45.47 +%
   45.48 +% In addition, the option "endnotes" permits the use of the
   45.49 +% otherwise-disabled, Usenix-deprecated footnote{} command in
   45.50 +% documents.  In this case, be sure to include a
   45.51 +% \makeendnotes command at the end of your document or
   45.52 +% the endnotes will not actually appear.
   45.53 +%
   45.54 +
   45.55 +\newif\if@draftcopy \newif\ifworkingdraft
   45.56 +\DeclareOption{workingdraft}{\workingdrafttrue\@draftcopytrue}
   45.57 +\newif\ifproof \DeclareOption{proof}{\prooftrue\@draftcopytrue}
   45.58 +\newif\ifwebversion
   45.59 +\DeclareOption{webversion}{\prooftrue\webversiontrue\@draftcopytrue}
   45.60 +\DeclareOption{finalversion}{}
   45.61 +\newif\ifhasendnotes
   45.62 +\DeclareOption{endnotes}{\hasendnotestrue}
   45.63 +
   45.64 +% pass all other options to the article class
   45.65 +\DeclareOption*{%
   45.66 +  \PassOptionsToClass{\CurrentOption}{article}%
   45.67 +}
   45.68 +
   45.69 +% actually process the options
   45.70 +\ProcessOptions
   45.71 +
   45.72 +% usetex is based on article
   45.73 +\LoadClass[twocolumn]{article}
   45.74 +
   45.75 +% Footnotes are not currently allowed, but
   45.76 +% endnotes (while a bad idea) are.
   45.77 +\ifhasendnotes
   45.78 +  \RequirePackage{endnotes}
   45.79 +\fi
   45.80 +
   45.81 +% save any provided document status information
   45.82 +\def\@docstatus{}
   45.83 +\def\docstatus#1{\gdef\@docstatus{#1}}
   45.84 +
   45.85 +\ifworkingdraft
   45.86 +
   45.87 +  % formatting helper for draft notes
   45.88 +  \newcommand{\@noteleader[1]}{%
   45.89 +    {\marginpar{\framebox{\scriptsize\textbf{#1}}}}%
   45.90 +    \bfseries\itshape
   45.91 +  }
   45.92 +
   45.93 +  % put a small anonymous editing note in the draft copy
   45.94 +  \newcommand{\edannote}[1]{{\@noteleader[note] (#1)}}
   45.95 +
   45.96 +  % put a small attributed editing note in the draft copy
   45.97 +  \newcommand{\edatnote}[2]{{\@noteleader[#1] #2}}
   45.98 +
   45.99 +  % put an attributed editing note paragraph in the draft copy
  45.100 +  \newenvironment{ednote}[1]
  45.101 +    {\newcommand{\who}{#1}\@noteleader[\who]}
  45.102 +
  45.103 +  % mark a spot where work has been left off for later
  45.104 +  \newcommand{\HERE}{%
  45.105 +    {\mbox{}\marginpar{\framebox{\textbf{here}}}}{\bf\ldots}}
  45.106 +
  45.107 +\else
  45.108 +
  45.109 +  % dummy versions of editing commands to produce warnings
  45.110 +
  45.111 +  \newcommand{\edannote}[1]{\@latex@warning
  45.112 +    {Leftover edannote command in final version ignored}}
  45.113 +
  45.114 +  \newcommand{\edatnote}[1]{\@latex@warning
  45.115 +    {Leftover edatnote command in final version ignored}}
  45.116 +
  45.117 +  \newsavebox{\@discard}
  45.118 +  \newenvironment{ednote}[1]{\@latex@warning
  45.119 +    {Leftover ednote environment in final version ignored}%
  45.120 +    \begin{lrbox}{\@discard}}{\end{lrbox}}
  45.121 +
  45.122 +  \newcommand{\HERE}{\@latex@warning
  45.123 +    {Leftover HERE command in final version ignored}}
  45.124 +
  45.125 +\fi
  45.126 +
  45.127 +% set up the footers appropriately
  45.128 +\def\@setfoot{%
  45.129 +  \ifwebversion
  45.130 +    % webversions get whatever status the author says
  45.131 +    \gdef\@evenfoot{\@docstatus \hfil \thepage}%
  45.132 +  \else
  45.133 +    % all other drafts get the standard draft footer
  45.134 +    \gdef\@evenfoot{\textbf{Draft:} \@draftdate\hfil \textbf{Page:} \thepage}%
  45.135 +  \fi
  45.136 +  \gdef\@oddfoot{\@evenfoot}%
  45.137 +}
  45.138 +
  45.139 +%
  45.140 +% Usenix wants no page numbers for submitted papers, so that
  45.141 +% they can number them themselves.  Drafts should have
  45.142 +% numbered pages, so they can be edited.
  45.143 +% 
  45.144 +\if@draftcopy
  45.145 +  % Compute a date and time for the draft for use
  45.146 +  % either in \@setfoot (proof) or in \maketitle (workingdraft)
  45.147 +  %
  45.148 +  % Time code adapted from custom-bib/makebst.tex
  45.149 +  % Copyright 1993-1999 Patrick W Daly
  45.150 +  % Max-Planck-Institut f\"ur Aeronomie
  45.151 +  % E-mail: daly@linmp.mpg.de
  45.152 +  \newcount\hour
  45.153 +  \hour=\time
  45.154 +  \divide\hour by 60
  45.155 +  \newcount\minute
  45.156 +  \minute=\hour
  45.157 +  \multiply\minute by 60
  45.158 +  \advance\minute by -\time
  45.159 +  \multiply\minute by -1
  45.160 +  \newcommand{\@draftdate}
  45.161 +    {{\the\year/\/\two@digits{\the\month}/\/\two@digits{\the\day}%
  45.162 +          ~\two@digits{\the\hour}:\two@digits{\the\minute}}}
  45.163 +  \pagestyle{plain}
  45.164 +  \@setfoot
  45.165 +\else
  45.166 +  \pagestyle{empty}
  45.167 +\fi
  45.168 +
  45.169 +% Times-Roman font is nice if you can get it (requires NFSS,
  45.170 +% which is in latex2e).
  45.171 +\usepackage{times}
  45.172 +
  45.173 +% endnote support, as described at
  45.174 +%   http://www.lyx.org/help/footnotes.php
  45.175 +\ifhasendnotes
  45.176 +  \typeout
  45.177 +    {Warning: endnotes support is deprecated (see documentation for details)}
  45.178 +  \let\footnote=\endnote
  45.179 +  \def\enoteformat{\rightskip\z@ \leftskip\z@
  45.180 +       \parindent=0pt\parskip=\baselineskip
  45.181 +       \@theenmark. }
  45.182 +  \newcommand{\makeendnotes}{
  45.183 +    \begingroup
  45.184 +    \def\enotesize{\normalsize}
  45.185 +    \theendnotes
  45.186 +    \endgroup
  45.187 +  }
  45.188 +\else
  45.189 +  \long\gdef\footnote{\@latex@error
  45.190 +    {Deprecated footnote command (see documentation for details)}}
  45.191 +  \long\gdef\endnote{\@latex@error
  45.192 +    {Deprecated endnote command (see documentation for details)}}
  45.193 +\fi
  45.194 +
  45.195 +%
  45.196 +% Usenix margins 
  45.197 +% Gives active areas of 6.45" x 9.0"
  45.198 +%
  45.199 +\setlength{\textheight}{9.0in}
  45.200 +\setlength{\columnsep}{0.25in}
  45.201 +\setlength{\textwidth}{6.45in}
  45.202 +%\setlength{\footskip}{0.0in}
  45.203 +%\setlength{\footheight}{0.0in}
  45.204 +\setlength{\topmargin}{0.0in}
  45.205 +\setlength{\headheight}{0.0in}
  45.206 +\setlength{\headsep}{0.0in}
  45.207 +\setlength{\evensidemargin}{0.0in}
  45.208 +\setlength{\oddsidemargin}{0.0in}
  45.209 +\setlength{\marginparsep}{1.5em}
  45.210 +\setlength{\marginparwidth}{0.35in}
  45.211 +
  45.212 +% The standard maketitle insists on
  45.213 +% messing with the style of the first page.
  45.214 +% Thus, we will wrap maketitle with code to put
  45.215 +% things right again.
  45.216 +\let \save@maketitle=\maketitle
  45.217 +\def\maketitle{
  45.218 +  \save@maketitle
  45.219 +  \if@draftcopy
  45.220 +    \@specialpagefalse
  45.221 +  \else
  45.222 +    \thispagestyle{empty}
  45.223 +  \fi
  45.224 +}
  45.225 +
  45.226 +%
  45.227 +% Usenix titles are in 14-point bold type, with no date, and with no
  45.228 +% change in the empty page headers.  The author section is
  45.229 +% 12 point roman and italic: see below.
  45.230 +%
  45.231 +\def\@maketitle{%
  45.232 +  \newpage
  45.233 +  \null
  45.234 +%  \vskip 3ex%
  45.235 +  \begin{center}%
  45.236 +%  \let \footnote \thanks
  45.237 +  {\Large \bf \@title \par}%            % use 14 pt bold
  45.238 +%  \vskip 2ex%
  45.239 +  {\large
  45.240 +%    \lineskip .5ex%
  45.241 +%    \begin{tabular}[t]{c}%
  45.242 +%      \@author
  45.243 +%    \end{tabular}\par
  45.244 +  }%
  45.245 +  \ifworkingdraft
  45.246 +    \vskip 0.5ex
  45.247 +    \textbf{Draft of \@draftdate}
  45.248 +    \vskip 0.5ex
  45.249 +  \fi
  45.250 +  \ifwebversion
  45.251 +    \vskip 0.5ex
  45.252 +    \textit{Authors and affiliation elided for review.}
  45.253 +    \vskip 0.5ex
  45.254 +  \fi
  45.255 +  \end{center}%
  45.256 +  \par
  45.257 +%  \vskip 2ex
  45.258 +}
  45.259 +
  45.260 +%
  45.261 +% The author section
  45.262 +% should have names in Roman, address in
  45.263 +% italic, e-mail/http in typewriter.
  45.264 +% This is enforced by use of these macros
  45.265 +%
  45.266 +\def\authname#1{{#1}\\}
  45.267 +\def\authaddr#1{\itshape{#1}\\}
  45.268 +\def\authurl#1{{\normalsize #1}\\}
  45.269 +
  45.270 +%
  45.271 +% The abstract is preceded by a 12-pt bold centered heading
  45.272 +%
  45.273 +\def\abstract{\begin{center}%
  45.274 +  {\large\bf \abstractname\vspace{-.5ex}\vspace{\z@}}%
  45.275 +  \end{center}}
  45.276 +\def\endabstract{}
  45.277 +
  45.278 +%
  45.279 +% Main section titles are 12-pt bold.  Lower divisions can
  45.280 +% be same size or smaller: we choose same.
  45.281 +% Main section leading is tight.  Subsection leading is even
  45.282 +% slightly tighter.  All lower divisions are formatted like subsections.
  45.283 +% 
  45.284 +\newcommand\@sectionfont{\reset@font\large\bf}
  45.285 +\newlength\@sectionaboveskip
  45.286 +\setlength\@sectionaboveskip{-0.7\baselineskip
  45.287 +  plus -0.1\baselineskip
  45.288 +  minus -0.1\baselineskip}
  45.289 +\newlength\@sectionbelowskip
  45.290 +\setlength\@sectionbelowskip{0.3\baselineskip
  45.291 +  plus 0.1\baselineskip}
  45.292 +\newlength\@subsectionaboveskip
  45.293 +\setlength\@subsectionaboveskip{-0.5\baselineskip
  45.294 +  plus -0.1\baselineskip}
  45.295 +\renewcommand\section{\@startsection {section}{1}{\z@}%
  45.296 +    {\@sectionaboveskip}{\@sectionbelowskip}{\@sectionfont}}
  45.297 +\newcommand\@gensubsection[2]{\@startsection {#1}{#2}{\z@}%
  45.298 +    {\@subsectionaboveskip}{\@sectionbelowskip}{\@sectionfont}}
  45.299 +\renewcommand\subsection{\@gensubsection{subsection}{2}}
  45.300 +\renewcommand\subsubsection{\@gensubsection{subsubsection}{3}}
  45.301 +%\renewcommand\paragraph{\@gensubsection{paragraph}{4}}
  45.302 +%\renewcommand\subparagraph{\@gensubsection{subparagaph}{5}}
  45.303 +\renewcommand\paragraph{\@startsection{paragraph}{4}{\z@}%
  45.304 +                                    {1.25ex \@plus 0.2ex \@minus 0.2ex}%
  45.305 +                                    {-1.0em}%
  45.306 +                                    {\normalfont\normalsize\bfseries}}
  45.307 +\renewcommand\subparagraph{\@startsection{subparagraph}{5}{\parindent}%
  45.308 +                                    {1.25ex \@plus 0.2ex \@minus 0.2ex}%
  45.309 +                                    {-1.0em}%
  45.310 +                                    {\normalfont\normalsize\bfseries}}
  45.311 +
  45.312 +% List items need to be tightened up.
  45.313 +% There must be a better way than copying
  45.314 +% the definitions to modify the list environment...
  45.315 +\def\@itemspacings{\listparindent=\parindent
  45.316 +  \parsep=0pt\topsep=0.3\baselineskip\partopsep=0pt\itemsep=0pt}
  45.317 +% now make envs use itemspacings
  45.318 +\def\itemize{%
  45.319 +  \ifnum \@itemdepth >\thr@@\@toodeep\else
  45.320 +    \advance\@itemdepth\@ne
  45.321 +    \edef\@itemitem{labelitem\romannumeral\the\@itemdepth}%
  45.322 +    \expandafter
  45.323 +    \list
  45.324 +      \csname\@itemitem\endcsname
  45.325 +      {\@itemspacings\def\makelabel##1{\hss\llap{##1}}}%
  45.326 +  \fi}
  45.327 +\def\enumerate{%
  45.328 +  \ifnum \@enumdepth >\thr@@\@toodeep\else
  45.329 +    \advance\@enumdepth\@ne
  45.330 +    \edef\@enumctr{enum\romannumeral\the\@enumdepth}%
  45.331 +      \expandafter
  45.332 +      \list
  45.333 +        \csname label\@enumctr\endcsname
  45.334 +        {\@itemspacings\usecounter\@enumctr\def\makelabel##1{\hss\llap{##1}}}%
  45.335 +  \fi}
  45.336 +\def\description{%
  45.337 +  \list{}{\labelwidth\z@ \itemindent-\leftmargin
  45.338 +          \@itemspacings\let\makelabel\descriptionlabel}}
  45.339 +
  45.340 +% Bibliography items need to be tightened up.
  45.341 +% Again, there must be a better way than copying
  45.342 +% the definitions to modify the list environment...
  45.343 +\def\thebibliography#1%
  45.344 +     {\section*{\refname}%
  45.345 +      \@mkboth{\MakeUppercase\refname}{\MakeUppercase\refname}%
  45.346 +      \list{\@biblabel{\@arabic\c@enumiv}}%
  45.347 +           {\settowidth\labelwidth{\@biblabel{#1}}%
  45.348 +            \leftmargin\labelwidth
  45.349 +            \advance\leftmargin\labelsep
  45.350 +            \@openbib@code
  45.351 +            \usecounter{enumiv}%
  45.352 +            \let\p@enumiv\@empty
  45.353 +            \renewcommand\theenumiv{\@arabic\c@enumiv}%
  45.354 +            \parsep=0pt}% pack entries
  45.355 +      \sloppy
  45.356 +      \hbadness=8000% mostly don't whine about bibliography fmt
  45.357 +      \clubpenalty=4000%
  45.358 +      \@clubpenalty=\clubpenalty
  45.359 +      \widowpenalty=4000%
  45.360 +      \sfcode`\.\@m}
  45.361 +
  45.362 +% Floating bodies need to be tightened up.
  45.363 +\setlength\textfloatsep{14pt plus 2pt}
  45.364 +\setlength\dbltextfloatsep{\textfloatsep}
  45.365 +\setlength\intextsep{0.8\textfloatsep}
  45.366 +\setlength\abovecaptionskip{8pt minus 2pt}
    46.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
    46.2 +++ b/0__Papers/PStack/HotPar_2012/latex/usetex-v1.cls	Sun Mar 11 09:26:44 2012 -0700
    46.3 @@ -0,0 +1,357 @@
    46.4 +\NeedsTeXFormat{LaTeX2e}
    46.5 +\ProvidesClass{usetex-v1}[2002/10/31 v1.2 usetex Usenix article class]
    46.6 +
    46.7 +% usetex-v1.cls - to be used with LaTeX2e for Usenix articles
    46.8 +%
    46.9 +% To use this style file, do this:
   46.10 +%
   46.11 +%    \documentclass{usetex-v1}
   46.12 +%
   46.13 +% The following definitions are modifications of standard article.cls
   46.14 +% definitions, arranged to do a better job of matching the Usenix
   46.15 +% guidelines. and make for convenient Usenix paper writing
   46.16 +%
   46.17 +% Choose the appropriate option:
   46.18 +%
   46.19 +% 1. workingdraft:
   46.20 +%
   46.21 +%       For initial submission and shepherding.  Features prominent
   46.22 +%       date, notice of draft status, page numbers, and annotation
   46.23 +%       facilities.
   46.24 +%
   46.25 +% 2. proof:
   46.26 +%
   46.27 +%         A galley proof identical to the final copy except for page
   46.28 +%         numbering and proof date on the bottom.  Annotations are
   46.29 +%         removed.
   46.30 +%
   46.31 +% 3. webversion:
   46.32 +%
   46.33 +%       A web-publishable version, uses \docstatus{} to indicate
   46.34 +%       publication information (where and when paper was published),
   46.35 +%       and page numbers.
   46.36 +%
   46.37 +% 4. finalversion:
   46.38 +%
   46.39 +%       The final camera-ready-copy (CRC) version of the paper.
   46.40 +%       Published in conference proceedings.  This doesn't include
   46.41 +%       page numbers, annotations, or draft status (Usenix adds
   46.42 +%       headers, footers, and page numbers onto the CRC).
   46.43 +%
   46.44 +% If several are used, the last one in this list wins
   46.45 +%
   46.46 +
   46.47 +%
   46.48 +% In addition, the option "endnotes" permits the use of the
   46.49 +% otherwise-disabled, Usenix-deprecated footnote{} command in
   46.50 +% documents.  In this case, be sure to include a
   46.51 +% \makeendnotes command at the end of your document or
   46.52 +% the endnotes will not actually appear.
   46.53 +%
   46.54 +
   46.55 +\newif\if@draftcopy \newif\ifworkingdraft
   46.56 +\DeclareOption{workingdraft}{\workingdrafttrue\@draftcopytrue}
   46.57 +\newif\ifproof \DeclareOption{proof}{\prooftrue\@draftcopytrue}
   46.58 +\newif\ifwebversion
   46.59 +\DeclareOption{webversion}{\prooftrue\webversiontrue\@draftcopytrue}
   46.60 +\DeclareOption{finalversion}{}
   46.61 +\newif\ifhasendnotes
   46.62 +\DeclareOption{endnotes}{\hasendnotestrue}
   46.63 +
   46.64 +% pass all other options to the article class
   46.65 +\DeclareOption*{%
   46.66 +  \PassOptionsToClass{\CurrentOption}{article}%
   46.67 +}
   46.68 +
   46.69 +% actually process the options
   46.70 +\ProcessOptions
   46.71 +
   46.72 +% usetex is based on article
   46.73 +\LoadClass[twocolumn]{article}
   46.74 +
   46.75 +% Footnotes are not currently allowed, but
   46.76 +% endnotes (while a bad idea) are.
   46.77 +\ifhasendnotes
   46.78 +  \RequirePackage{endnotes}
   46.79 +\fi
   46.80 +
   46.81 +% save any provided document status information
   46.82 +\def\@docstatus{}
   46.83 +\def\docstatus#1{\gdef\@docstatus{#1}}
   46.84 +
   46.85 +\ifworkingdraft
   46.86 +
   46.87 +  % formatting helper for draft notes
   46.88 +  \newcommand{\@noteleader[1]}{%
   46.89 +    {\marginpar{\framebox{\scriptsize\textbf{#1}}}}%
   46.90 +    \bfseries\itshape
   46.91 +  }
   46.92 +
   46.93 +  % put a small anonymous editing note in the draft copy
   46.94 +  \newcommand{\edannote}[1]{{\@noteleader[note] (#1)}}
   46.95 +
   46.96 +  % put a small attributed editing note in the draft copy
   46.97 +  \newcommand{\edatnote}[2]{{\@noteleader[#1] #2}}
   46.98 +
   46.99 +  % put an attributed editing note paragraph in the draft copy
  46.100 +  \newenvironment{ednote}[1]
  46.101 +    {\newcommand{\who}{#1}\@noteleader[\who]}
  46.102 +
  46.103 +  % mark a spot where work has been left off for later
  46.104 +  \newcommand{\HERE}{%
  46.105 +    {\mbox{}\marginpar{\framebox{\textbf{here}}}}{\bf\ldots}}
  46.106 +
  46.107 +\else
  46.108 +
  46.109 +  % dummy versions of editing commands to produce warnings
  46.110 +
  46.111 +  \newcommand{\edannote}[1]{\@latex@warning
  46.112 +    {Leftover edannote command in final version ignored}}
  46.113 +
  46.114 +  \newcommand{\edatnote}[1]{\@latex@warning
  46.115 +    {Leftover edatnote command in final version ignored}}
  46.116 +
  46.117 +  \newsavebox{\@discard}
  46.118 +  \newenvironment{ednote}[1]{\@latex@warning
  46.119 +    {Leftover ednote environment in final version ignored}%
  46.120 +    \begin{lrbox}{\@discard}}{\end{lrbox}}
  46.121 +
  46.122 +  \newcommand{\HERE}{\@latex@warning
  46.123 +    {Leftover HERE command in final version ignored}}
  46.124 +
  46.125 +\fi
  46.126 +
  46.127 +% set up the footers appropriately
  46.128 +\def\@setfoot{%
  46.129 +  \ifwebversion
  46.130 +    % webversions get whatever status the author says
  46.131 +    \gdef\@evenfoot{\@docstatus \hfil \thepage}%
  46.132 +  \else
  46.133 +    % all other drafts get the standard draft footer
  46.134 +    \gdef\@evenfoot{\textbf{Draft:} \@draftdate\hfil \textbf{Page:} \thepage}%
  46.135 +  \fi
  46.136 +  \gdef\@oddfoot{\@evenfoot}%
  46.137 +}
  46.138 +
  46.139 +%
  46.140 +% Usenix wants no page numbers for submitted papers, so that
  46.141 +% they can number them themselves.  Drafts should have
  46.142 +% numbered pages, so they can be edited.
  46.143 +% 
  46.144 +\if@draftcopy
  46.145 +  % Compute a date and time for the draft for use
  46.146 +  % either in \@setfoot (proof) or in \maketitle (workingdraft)
  46.147 +  %
  46.148 +  % Time code adapted from custom-bib/makebst.tex
  46.149 +  % Copyright 1993-1999 Patrick W Daly
  46.150 +  % Max-Planck-Institut f\"ur Aeronomie
  46.151 +  % E-mail: daly@linmp.mpg.de
  46.152 +  \newcount\hour
  46.153 +  \hour=\time
  46.154 +  \divide\hour by 60
  46.155 +  \newcount\minute
  46.156 +  \minute=\hour
  46.157 +  \multiply\minute by 60
  46.158 +  \advance\minute by -\time
  46.159 +  \multiply\minute by -1
  46.160 +  \newcommand{\@draftdate}
  46.161 +    {{\the\year/\/\two@digits{\the\month}/\/\two@digits{\the\day}%
  46.162 +          ~\two@digits{\the\hour}:\two@digits{\the\minute}}}
  46.163 +  \pagestyle{plain}
  46.164 +  \@setfoot
  46.165 +\else
  46.166 +  \pagestyle{empty}
  46.167 +\fi
  46.168 +
  46.169 +% Times-Roman font is nice if you can get it (requires NFSS,
  46.170 +% which is in latex2e).
  46.171 +\usepackage{times}
  46.172 +
  46.173 +% endnote support, as described at
  46.174 +%   http://www.lyx.org/help/footnotes.php
  46.175 +\ifhasendnotes
  46.176 +  \typeout
  46.177 +    {Warning: endnotes support is deprecated (see documentation for details)}
  46.178 +  \let\footnote=\endnote
  46.179 +  \def\enoteformat{\rightskip\z@ \leftskip\z@
  46.180 +       \parindent=0pt\parskip=\baselineskip
  46.181 +       \@theenmark. }
  46.182 +  \newcommand{\makeendnotes}{
  46.183 +    \begingroup
  46.184 +    \def\enotesize{\normalsize}
  46.185 +    \theendnotes
  46.186 +    \endgroup
  46.187 +  }
  46.188 +\else
  46.189 +  \long\gdef\footnote{\@latex@error
  46.190 +    {Deprecated footnote command (see documentation for details)}}
  46.191 +  \long\gdef\endnote{\@latex@error
  46.192 +    {Deprecated endnote command (see documentation for details)}}
  46.193 +\fi
  46.194 +
  46.195 +%
  46.196 +% Usenix margins 
  46.197 +% Gives active areas of 6.45" x 9.0"
  46.198 +%
  46.199 +\setlength{\textheight}{9.0in}
  46.200 +\setlength{\columnsep}{0.25in}
  46.201 +\setlength{\textwidth}{6.45in}
  46.202 +%\setlength{\footskip}{0.0in}
  46.203 +%\setlength{\footheight}{0.0in}
  46.204 +\setlength{\topmargin}{0.0in}
  46.205 +\setlength{\headheight}{0.0in}
  46.206 +\setlength{\headsep}{0.0in}
  46.207 +\setlength{\evensidemargin}{0.0in}
  46.208 +\setlength{\oddsidemargin}{0.0in}
  46.209 +\setlength{\marginparsep}{1.5em}
  46.210 +\setlength{\marginparwidth}{0.35in}
  46.211 +
  46.212 +% The standard maketitle insists on
  46.213 +% messing with the style of the first page.
  46.214 +% Thus, we will wrap maketitle with code to put
  46.215 +% things right again.
  46.216 +\let \save@maketitle=\maketitle
  46.217 +\def\maketitle{
  46.218 +  \save@maketitle
  46.219 +  \if@draftcopy
  46.220 +    \@specialpagefalse
  46.221 +  \else
  46.222 +    \thispagestyle{empty}
  46.223 +  \fi
  46.224 +}
  46.225 +
  46.226 +%
  46.227 +% Usenix titles are in 14-point bold type, with no date, and with no
  46.228 +% change in the empty page headers.  The author section is
  46.229 +% 12 point roman and italic: see below.
  46.230 +%
  46.231 +\def\@maketitle{%
  46.232 +  \newpage
  46.233 +  \null
  46.234 +  \vskip 3ex%
  46.235 +  \begin{center}%
  46.236 +  \let \footnote \thanks
  46.237 +  {\Large \bf \@title \par}%            % use 14 pt bold
  46.238 +  \vskip 2ex%
  46.239 +  {\large
  46.240 +    \lineskip .5ex%
  46.241 +    \begin{tabular}[t]{c}%
  46.242 +      \@author
  46.243 +    \end{tabular}\par}%
  46.244 +  \ifworkingdraft
  46.245 +    \vskip 3ex \textbf{Draft of \@draftdate} \vskip 3ex
  46.246 +  \fi
  46.247 +  \ifwebversion
  46.248 +    \vskip 3ex \textbf{\@docstatus} \vskip 3ex
  46.249 +  \fi
  46.250 +  \end{center}%
  46.251 +  \par
  46.252 +  \vskip 2ex}
  46.253 +
  46.254 +%
  46.255 +% The author section
  46.256 +% should have names in Roman, address in
  46.257 +% italic, e-mail/http in typewriter.
  46.258 +% This is enforced by use of these macros
  46.259 +%
  46.260 +\def\authname#1{{#1}\\}
  46.261 +\def\authaddr#1{\itshape{#1}\\}
  46.262 +\def\authurl#1{{\normalsize #1}\\}
  46.263 +
  46.264 +%
  46.265 +% The abstract is preceded by a 12-pt bold centered heading
  46.266 +%
  46.267 +\def\abstract{\begin{center}%
  46.268 +  {\large\bf \abstractname\vspace{-.5ex}\vspace{\z@}}%
  46.269 +  \end{center}}
  46.270 +\def\endabstract{}
  46.271 +
  46.272 +%
  46.273 +% Main section titles are 12-pt bold.  Lower divisions can
  46.274 +% be same size or smaller: we choose same.
  46.275 +% Main section leading is tight.  Subsection leading is even
  46.276 +% slightly tighter.  All lower divisions are formatted like subsections.
  46.277 +% 
  46.278 +\newcommand\@sectionfont{\reset@font\large\bf}
  46.279 +\newlength\@sectionaboveskip
  46.280 +\setlength\@sectionaboveskip{-0.7\baselineskip
  46.281 +  plus -0.1\baselineskip
  46.282 +  minus -0.1\baselineskip}
  46.283 +\newlength\@sectionbelowskip
  46.284 +\setlength\@sectionbelowskip{0.3\baselineskip
  46.285 +  plus 0.1\baselineskip}
  46.286 +\newlength\@subsectionaboveskip
  46.287 +\setlength\@subsectionaboveskip{-0.5\baselineskip
  46.288 +  plus -0.1\baselineskip}
  46.289 +\renewcommand\section{\@startsection {section}{1}{\z@}%
  46.290 +    {\@sectionaboveskip}{\@sectionbelowskip}{\@sectionfont}}
  46.291 +\newcommand\@gensubsection[2]{\@startsection {#1}{#2}{\z@}%
  46.292 +    {\@subsectionaboveskip}{\@sectionbelowskip}{\@sectionfont}}
  46.293 +\renewcommand\subsection{\@gensubsection{subsection}{2}}
  46.294 +\renewcommand\subsubsection{\@gensubsection{subsubsection}{3}}
  46.295 +%\renewcommand\paragraph{\@gensubsection{paragraph}{4}}
  46.296 +%\renewcommand\subparagraph{\@gensubsection{subparagaph}{5}}
  46.297 +\renewcommand\paragraph{\@startsection{paragraph}{4}{\z@}%
  46.298 +                                    {1.25ex \@plus 0.2ex \@minus 0.2ex}%
  46.299 +                                    {-1.0em}%
  46.300 +                                    {\normalfont\normalsize\bfseries}}
  46.301 +\renewcommand\subparagraph{\@startsection{subparagraph}{5}{\parindent}%
  46.302 +                                    {1.25ex \@plus 0.2ex \@minus 0.2ex}%
  46.303 +                                    {-1.0em}%
  46.304 +                                    {\normalfont\normalsize\bfseries}}
  46.305 +
  46.306 +% List items need to be tightened up.
  46.307 +% There must be a better way than copying
  46.308 +% the definitions to modify the list environment...
  46.309 +\def\@itemspacings{\listparindent=\parindent
  46.310 +  \parsep=0pt\topsep=0.3\baselineskip\partopsep=0pt\itemsep=0pt}
  46.311 +% now make envs use itemspacings
  46.312 +\def\itemize{%
  46.313 +  \ifnum \@itemdepth >\thr@@\@toodeep\else
  46.314 +    \advance\@itemdepth\@ne
  46.315 +    \edef\@itemitem{labelitem\romannumeral\the\@itemdepth}%
  46.316 +    \expandafter
  46.317 +    \list
  46.318 +      \csname\@itemitem\endcsname
  46.319 +      {\@itemspacings\def\makelabel##1{\hss\llap{##1}}}%
  46.320 +  \fi}
  46.321 +\def\enumerate{%
  46.322 +  \ifnum \@enumdepth >\thr@@\@toodeep\else
  46.323 +    \advance\@enumdepth\@ne
  46.324 +    \edef\@enumctr{enum\romannumeral\the\@enumdepth}%
  46.325 +      \expandafter
  46.326 +      \list
  46.327 +        \csname label\@enumctr\endcsname
  46.328 +        {\@itemspacings\usecounter\@enumctr\def\makelabel##1{\hss\llap{##1}}}%
  46.329 +  \fi}
  46.330 +\def\description{%
  46.331 +  \list{}{\labelwidth\z@ \itemindent-\leftmargin
  46.332 +          \@itemspacings\let\makelabel\descriptionlabel}}
  46.333 +
  46.334 +% Bibliography items need to be tightened up.
  46.335 +% Again, there must be a better way than copying
  46.336 +% the definitions to modify the list environment...
  46.337 +\def\thebibliography#1%
  46.338 +     {\section*{\refname}%
  46.339 +      \@mkboth{\MakeUppercase\refname}{\MakeUppercase\refname}%
  46.340 +      \list{\@biblabel{\@arabic\c@enumiv}}%
  46.341 +           {\settowidth\labelwidth{\@biblabel{#1}}%
  46.342 +            \leftmargin\labelwidth
  46.343 +            \advance\leftmargin\labelsep
  46.344 +            \@openbib@code
  46.345 +            \usecounter{enumiv}%
  46.346 +            \let\p@enumiv\@empty
  46.347 +            \renewcommand\theenumiv{\@arabic\c@enumiv}%
  46.348 +            \parsep=0pt}% pack entries
  46.349 +      \sloppy
  46.350 +      \hbadness=8000% mostly don't whine about bibliography fmt
  46.351 +      \clubpenalty=4000%
  46.352 +      \@clubpenalty=\clubpenalty
  46.353 +      \widowpenalty=4000%
  46.354 +      \sfcode`\.\@m}
  46.355 +
  46.356 +% Floating bodies need to be tightened up.
  46.357 +\setlength\textfloatsep{14pt plus 2pt}
  46.358 +\setlength\dbltextfloatsep{\textfloatsep}
  46.359 +\setlength\intextsep{0.8\textfloatsep}
  46.360 +\setlength\abovecaptionskip{8pt minus 2pt}
    47.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
    47.2 +++ b/0__Papers/VMS/ExaScale_Paper/First_shot_after_disc_with_Merten_on_Benchmarks/latex/ExaScale_and_Benchmarks_paper.ddf	Sun Mar 11 09:26:44 2012 -0700
    47.3 @@ -0,0 +1,2 @@
    47.4 +[Settings]
    47.5 +Script=CP437
    48.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
    48.2 +++ b/0__Papers/VMS/ExaScale_Paper/First_shot_after_disc_with_Merten_on_Benchmarks/latex/ExaScale_and_Benchmarks_paper.tex	Sun Mar 11 09:26:44 2012 -0700
    48.3 @@ -0,0 +1,305 @@
    48.4 +%&latex
    48.5 +%% Derived from: `accept.tex' (from acmconf.dtx),
    48.6 +
    48.7 +\documentclass[submit]{acmconf}
    48.8 +
    48.9 +\CopyrightText{\copyright ACM 2000, ....., used with the \texttt{box} option.}
   48.10 +\IfFileExists{graphicx.sty}{\usepackage{graphicx}}{}
   48.11 +\ConferenceName{1. Conference on Designing a \LaTeX2e Class for
   48.12 +  Typesetting ACM Papers, Hawaii 2000}
   48.13 +\ConferenceShortName{CONF-2000}
   48.14 +
   48.15 +\def\XX{More text should follow, but keep in mind that a limit of 6
   48.16 +  pages has been set, including figures and references.  More text
   48.17 +  should follow, but keep in mind that a limit of 6 pages has been
   48.18 +  set, including figures and references.  More text should follow, but
   48.19 +  keep in mind that a limit of 6 pages has been set, including figures
   48.20 +  and references.  More text should follow, but keep in mind that a
   48.21 +  limit of 6 pages has been set, including figures and references.
   48.22 +  \par
   48.23 +}
   48.24 +
   48.25 +\usepackage[english]{babel}
   48.26 +\begin{document}
   48.27 +
   48.28 +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
   48.29 +\date{31. December 1999}
   48.30 +\title{ExaScale Pressure and VMS to the Rescue}
   48.31 +\author{\Author{Sean Halle}\\
   48.32 +         \Address{TU Berlin}\\
   48.33 +         \Email{Sean.Halle@tu-berlin.de}\\
   48.34 +         \and
   48.35 +         \Author{Donald Duck}\\
   48.36 +         \Address{Entehausen University}\\
   48.37 +         \Email{Donald.Duck@entehausen.org}
   48.38 +       }
   48.39 +\maketitle
   48.40 +
   48.41 +
   48.42 +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
   48.43 +\begin{abstract}
   48.44 +  This document demonstrates how to use the \LaTeX2e \verb|acmconf|
   48.45 +  class by exhibiting itself as an example.  You are expected to be
   48.46 +  familiar with~\cite{Lam94}.  The best way to use this file is to use
   48.47 +  it as a template, i.e., replace the prose in it by your
   48.48 +  own\footnote{And may use footnotes.}.
   48.49 +\end{abstract}
   48.50 +
   48.51 +
   48.52 +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
   48.53 +
   48.54 +\section{Introduction}
   48.55 +
   48.56 +The size of a work unit (task) is shrinking as we enter the Exa Scale age. This puts pressure on language implementers to provide low overhead synchronization.
   48.57 +
   48.58 +A work-unit is defined as the work bounded by two successive scheduling decisions. In other words, it is the unit of work that the scheduler makes decisions about.
   48.59 +
   48.60 +Traditionally, when moving to a new generation of super-computer, the extra computation has been consumed by increasing the size of the input.  This is known as "weak" scaling.  The parallelism identified in the code does not change, but rather the data that the code is applied to.
   48.61 +
   48.62 +The important factor in weak scaling is that the size of a work unit remains relatively constant, or even increases in size.
   48.63 +
   48.64 +For exa-scale computing, this trend is at an end.  The reason is the slow-down in main memory growth relative to computation growth.  Memory sizes of exa-scale will increase by much less than computation.  Hence, the input size cannot be increased in the same proportion.
   48.65 +
   48.66 +As a consequence, work-unit sizes will shrink in exa-scale.  
   48.67 +
   48.68 +Smaller work-units will only be productive if the overhead of scheduling them remains much smaller than the work.
   48.69 +
   48.70 +In addition, the power-wall is forcing the largest increase in number of cores between super-computer generations.  Exa-scale will have a larger multiplier than previous generation steps.
   48.71 +
   48.72 +That further decreases the size of work units, while simultaneously increasing the number of synchronization operations within a locale of the machine. (? check this)
   48.73 +
   48.74 +Parallelism to keep the extra will have to be found by changing the code itself.
   48.75 +
   48.76 +This makes the time ripe for considering alternative programming approaches that make expressing the extra parallelism simpler, and performant-portable to future generations of super-computer.
   48.77 +
   48.78 +\section{Tech detail}
   48.79 +
   48.80 +Levels of VMS -- down at bare core, have multiple on a chip -- tiny overhead of scheduling a work-unit, so tiny work-units possible
   48.81 +
   48.82 +Surrounding that, have a second level of VMS that goes between sockets
   48.83 +
   48.84 +and another level between boards
   48.85 +
   48.86 +and another between cabinets
   48.87 +
   48.88 +As go up in level, can take more time for VMS overhead -- especially in the plugin.  So, upper levels of VMS implement the hardware discovery interface, and perhaps even a resource management dialog interface..  while the lowest is bare-bones -- don't have time for all that..
   48.89 +
   48.90 +The network slows as get higher, so have more time in plugin to analyze, collect statistics, and figure out high-quality placement of tasks, and task-sizing.
   48.91 +
   48.92 +In super-computers, lowest level expanding, while upper levels staying static -- so, total network bandwidth not improving at higher levels.  Just, bottom is bulding down, with BW between cores at that low level.
   48.93 +
   48.94 +Software has to match this trend -- applications written hierarchically, with higher BW at leaves, and BW decreasing as go up in hierarchy.  This is same form that all applications are moving towards.
   48.95 +
   48.96 +\section{Directly Measurable Benefits of VMS}
   48.97 +
   48.98 +VMS has benefits in two major categories:
   48.99 +1) Time to implement a language (especially embedded one)
  48.100 +-] implies benefit in time to port lang and therefore apps to new hardware
  48.101 +2) Performance of the language
  48.102 +Due to two factors:
  48.103 +2.1) Overhead of runtime (which is VMS implementation mostly)
  48.104 +2.2) Communication-derived performance, due to placement of work-units and sizing choice of work-units
  48.105 +-] Due to assigner inside plugin (as opposed to VMS implementation details)
  48.106 +-] Due to specialization in toolchain
  48.107 +
  48.108 +\section{Measurements to Show}
  48.109 +
  48.110 +Need benchmarks that show-off the shrinking work-unit size, and demonstrate that VMS does well on them
  48.111 +
  48.112 +Need hierarchical VMS implementation, and show that bench-apps take advantage of the hierarchy
  48.113 +
  48.114 +Need bench's that have tunable work-unit size, so can show how small can make work-units, as will happen in exa-scale, and still get profitable parallelism.
  48.115 +
  48.116 +Show that the overhead of VMS becomes critical when amount of parallelism is fixed, and work-unit size is small, so that making work-units bigger loses parallelism and starves the processors.  That's case have with exa-scale and with these benchmarks -- draw pic to illustrate the dynamic system, how the tradeoff works..
  48.117 +
  48.118 +So, then, show curve on real benchmark as tune the work-unit size, for VMS-based language vs standard implementation of same language..  TBB, OpenMP, StarSs, and so on..
  48.119 +
  48.120 +Barnes-Hut has the heirarchical pattern of hardware..  and can tune work-unit size by choosing how many points want inside a single cluster..
  48.121 +
  48.122 +Simple way to see exa-scale case: assume mem-size fixed -- means total work fixed -- but more cores -- so work per core decreases --> work-unit size shrinks..  So, overhead per work-unit has to remain small, to prevent overhead from dominating.
  48.123 +
  48.124 +Illustrate principle with Vthread vs pthread  on exe vs size curves..  then show same effect at play in actual benchmarks as tune work-unit size.
  48.125 +
  48.126 +
  48.127 +
  48.128 +
  48.129 +\section{The Story Begins\ldots}
  48.130 +A real article is supposed to have some deep results and good
  48.131 +explanations.  That, however, is your job and not mine so you should
  48.132 +replace this text with something more appropriate\footnote{Another a
  48.133 +  footnote}..
  48.134 +
  48.135 +\section{Some often used \LaTeX\ commands}
  48.136 +
  48.137 +\subsection{\texttt{emph}, etc.}
  48.138 +Text may be set as \emph{emph}.\\
  48.139 +Text may be set as \texttt{texttt}.\\
  48.140 +Text may be set as \underline{unterline}.\\
  48.141 +Text may be set as \textbf{textbf}.\\
  48.142 +Text may be set as \textrm{textrm}.\\
  48.143 +Text may be set as {\tiny tiny}.\\
  48.144 +Text may be set as {\scriptsize scriptsize}.\\
  48.145 +Text may be set as {\footnotesize footnotesize}.\\
  48.146 +Text may be set as {\normalfont normalsize}.\\
  48.147 +Text may be set as {\large large}.\\
  48.148 +Text may be set as {\Large Large}.\\
  48.149 +Text may be set as {\LARGE LARGE}.\\
  48.150 +Text may be set as {\huge huge}.\\
  48.151 +Text may be set as {\Huge Huge}.\\
  48.152 +Text may have$^{\textrm{super}}$ and$_{\textrm{sub}}$scripts.
  48.153 +
  48.154 +\subsection{\texttt{itemize}}
  48.155 +\begin{itemize}
  48.156 +\item More text should follow, but keep in mind that a limit of 6
  48.157 +     pages has been set, including figures and references.  More text
  48.158 +     should follow, but keep in mind that a limit of 6 pages has been
  48.159 +     set, including figures and references.
  48.160 +\item More text should follow, but keep in mind that a limit of 6
  48.161 +     pages has been set, including figures and references.  More text
  48.162 +     should follow, but keep in mind that a limit of 6 pages has been
  48.163 +     set, including figures and references.
  48.164 +\end{itemize}
  48.165 +
  48.166 +\subsection{\texttt{enumerate}}
  48.167 +\begin{enumerate}
  48.168 +\item More text should follow, but keep in mind that a limit of 6
  48.169 +     pages has been set, including figures and references.  More text
  48.170 +     should follow, but keep in mind that a limit of 6 pages has been
  48.171 +     set, including figures and references.
  48.172 +\item More text should follow, but keep in mind that a limit of 6
  48.173 +     pages has been set, including figures and references.  More text
  48.174 +     should follow, but keep in mind that a limit of 6 pages has been
  48.175 +     set, including figures and references.
  48.176 +\end{enumerate}
  48.177 +
  48.178 +\subsection{\texttt{description}}
  48.179 +\begin{description}
  48.180 +\item[Foo] More text should follow, but keep in mind that a limit of 6
  48.181 +     pages has been set, including figures and references.  More text
  48.182 +     should follow, but keep in mind that a limit of 6 pages has been
  48.183 +     set, including figures and references.
  48.184 +\item[Bar] More text should follow, but keep in mind that a limit of 6
  48.185 +     pages has been set, including figures and references.  More text
  48.186 +     should follow, but keep in mind that a limit of 6 pages has been
  48.187 +     set, including figures and references.
  48.188 +\end{description}
  48.189 +
  48.190 +\subsection{\texttt{center} and \texttt{tabular}}
  48.191 +\begin{center}
  48.192 +\begin{tabular}{|l|c|r|}\hline
  48.193 +left     & center   & right    \\\hline\hline
  48.194 +AAAAAAAA & BBBBBBBB & CCCCCCCC \\
  48.195 +AAAAAAAA & BBBBBBBB & CCCCCCCC \\\cline{3-3}
  48.196 +AAAAAAAA & BBBBBBBB & CCCCCCCC \\\cline{2-2}
  48.197 +AAAAAAAA & BBBBBBBB & CCCCCCCC \\\cline{1-2}
  48.198 +AAAAAAAA & BBBBBBBB & CCCCCCCC \\\hline
  48.199 +AAAAAAAA & BBBBBBBB & CCCCCCCC \\\hline
  48.200 +1          & \multicolumn{2}{|c|}{2} \\\hline
  48.201 +\end{tabular}
  48.202 +\end{center}
  48.203 +
  48.204 +\subsection{\texttt{figure} and Postscript pictures}
  48.205 +Have a look to to figure~\ref{fig-1} and~\ref{fig-2}.
  48.206 +
  48.207 +\begin{figure}
  48.208 +\hrule
  48.209 +Nice Postscript, isn't it?
  48.210 +\begin{center}
  48.211 +\includegraphics{body.eps}
  48.212 +\end{center}
  48.213 +
  48.214 +Same, a little bit smaller:
  48.215 +\begin{center}
  48.216 +\IfFileExists{graphicx.sty}{
  48.217 +  \includegraphics[scale=.5]{body.eps}
  48.218 +  }{
  48.219 +  Sorry, package \texttt{graphicx} not present.
  48.220 +}
  48.221 +\end{center}
  48.222 +\caption{\label{fig-1}This is a nice floating figure}
  48.223 +\hrule
  48.224 +\end{figure}
  48.225 +
  48.226 +\begin{figure*}
  48.227 +\hrule
  48.228 +This figure uses both columns, using \texttt{figure*}
  48.229 +\begin{center}
  48.230 +\IfFileExists{graphicx.sty}{
  48.231 +  \includegraphics[scale=.5]{body.eps}
  48.232 +  \hspace{1cm}
  48.233 +  \includegraphics[scale=.5]{body.eps}
  48.234 +}{
  48.235 +  Sorry, package \texttt{graphicx} not present.
  48.236 +}
  48.237 +\end{center}
  48.238 +\caption{\label{fig-2}This is a nice floating figure}
  48.239 +\hrule
  48.240 +\end{figure*}
  48.241 +
  48.242 +\section{The Story Continues 1}
  48.243 +
  48.244 +This is a \verb+\section+.
  48.245 +
  48.246 +\XX\XX
  48.247 +
  48.248 +\subsection{The Story Continues 2}
  48.249 +
  48.250 +This is a \verb+\subsection+.
  48.251 +
  48.252 +\XX\XX
  48.253 +
  48.254 +\subsubsection{The Story Continues 3}
  48.255 +
  48.256 +This is a \verb+\subsubsection+.
  48.257 +
  48.258 +\XX\XX
  48.259 +
  48.260 +\subsubsubsection{The Story Continues 4}
  48.261 +
  48.262 +This is a \verb+\subsubsubsection+.
  48.263 +
  48.264 +\XX\XX
  48.265 +
  48.266 +\subsubsubsubsection{The Story Continues 5}
  48.267 +
  48.268 +This is a \verb+\subsubsubsubsection+.
  48.269 +
  48.270 +\XX\XX
  48.271 +
  48.272 +\paragraph{The Story Continues 6}
  48.273 +
  48.274 +This is a \verb+\paragraph+.
  48.275 +\XX\XX
  48.276 +
  48.277 +\subparagraph{The Story Continues 7}
  48.278 +This is a \verb+\subparagraph+.
  48.279 +\XX\XX\XX
  48.280 +
  48.281 +\section{Conclusion}
  48.282 +The end, at last!  In this example there really are no results or
  48.283 +points to summarize but I trust your article has more food for though
  48.284 +and thus will need a conclusion.
  48.285 +
  48.286 +\appendix
  48.287 +\section{Appendices}
  48.288 +If you have any, appendices might go here.  Note that appendices
  48.289 +should not be used to circumvent the word count limit.
  48.290 +
  48.291 +This is "doing it by hand" --- you might be better off using BibTeX.
  48.292 +
  48.293 +%+Bibliography
  48.294 +\begin{thebibliography}{X}
  48.295 +\bibitem[1]{Lam94} Leslie Lamport: {\em \LaTeX, A Document
  48.296 +    Preparation System,} Addison Wesley~1994.
  48.297 +\end{thebibliography}
  48.298 +%-Bibliography
  48.299 +
  48.300 +\IfPrepare{
  48.301 +  \tableofcontents
  48.302 +  \listoffigures
  48.303 +  \listoftables
  48.304 +}{}
  48.305 +
  48.306 +\end{document}
  48.307 +
  48.308 +
    49.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
    49.2 +++ b/0__Papers/VMS/Languages/SSR/Jan_2011__SSR_parallelism_constructs.tm	Sun Mar 11 09:26:44 2012 -0700
    49.3 @@ -0,0 +1,818 @@
    49.4 +<TeXmacs|1.0.7.3>
    49.5 +
    49.6 +<style|article>
    49.7 +
    49.8 +<\body>
    49.9 +  <doc-data|<doc-title|SSR: \ An Easy to Use Parallelism
   49.10 +  Library>|<doc-author-data|<author-name|Sean Halle
   49.11 +  >|<author-email|sean.halle@inria.fr>>|<doc-author-data|<author-name|Albert
   49.12 +  Cohen>|<author-email|albert.cohen@inria.fr>>|>
   49.13 +
   49.14 +  <\abstract>
   49.15 +    Locks and condition variables are difficult to use, and many alternatives
   49.16 +    have been proposed. \ This paper presents an additional alternative
   49.17 +    motivated by the synchronous send-receive pattern in process-calculi, and
   49.18 +    implemented with the new VMS extendable virtualization mechanism. It
   49.19 +    includes parallel singletons which are useful when dividing up work among
   49.20 +    cores, as well as atomic function execution and a restricted form of
   49.21 +    nested transactions. \ More importantly, it includes facilities to query
   49.22 +    the nature of the hardware, which allows work to be divided according to
   49.23 +    the hardware characteristics.
   49.24 +
   49.25 +    We give examples of the use of the constructs, details of their
   49.26 +    implementation, and performance numbers.
   49.27 +  </abstract>
   49.28 +
   49.29 +  <section|>
   49.30 +
   49.31 +  \;
   49.32 +
   49.33 +  <section|Background on VMS>
   49.34 +
   49.35 +  \;
   49.36 +
   49.37 +  <section|SSR Parallelism Constructs>
   49.38 +
   49.39 +  <paragraph|Usage Examples:>
   49.40 +
   49.41 +  \;
   49.42 +
   49.43 +  \;
   49.44 +
   49.45 +  \;
   49.46 +
   49.47 +  <\with|par-columns|1>
   49.48 +    <\with|par-columns|2>
   49.49 +      <section|Overview and Motivation>
   49.50 +
   49.51 +      Evidence is mounting that one-stop solutions to performance portability
   49.52 +      fail to address critical real-world patterns -- for example, attempting
   49.53 +      to place the full specialization into the toolchain
   49.54 +      <inactive|<cite|BLIS Hotpar>> requires a central entity that updates
   49.55 +      all toolchains when new hardware becomes available. \ It also requires
   49.56 +      automated re-compile for the new target and automated distribution of
   49.57 +      multiple binaries. Otherwise, the software developers would have no way
   49.58 +      to get their source code to run on new hardware -- their source has to
   49.59 +      be recompiled and the resulting binary distributed. To do this for
   49.60 +      thousands of different software development entities requires
   49.61 +      centralization. But such a centralized approach has technical and
   49.62 +      practical obstacles.
   49.63 +
   49.64 +      Pure runtime based approaches <inactive|<cite|DKU java techreport>>
   49.65 +      imply a single binary, with the only change being the runtime system.
   49.66 +      Without help from the toolchain to extract relevant information and
   49.67 +      prepare it for the runtime, the amount of specialization and its
   49.68 +      effectiveness is limited. \ In addition, the runtime has to be
   49.69 +      separately implemented for every hardware platform, and for every
   49.70 +      language, without much reuse. \ 
   49.71 +
   49.72 +      Finally, hardware abstraction based approaches, such as JIT
   49.73 +      solutions<inactive|<cite|Sejits>>, place all the work of specializing
   49.74 +      into a single place, which makes reuse difficult, forcing extensive
   49.75 +      rewrite of JIT internals for each hardware platform, for each language.
   49.76 +      This software cost is an issue in the embedded space where new hardware
   49.77 +      is introduced often and has a limited market size to amortize the
   49.78 +      software cost. \ In addition, this one-stop approach requires a
   49.79 +      different JIT for each language, because it has to recognize
   49.80 +      language-specific features to specialize -- or else it fails to achieve
   49.81 +      good performance. This requires extensive work, making domain-specific
   49.82 +      languages time-consuming and difficult to develop, and the multiple
   49.83 +      JITs logistically awkward.
   49.84 +
   49.85 +      What's needed is a system that leaves hardware free, language designers
   49.86 +      free, and software developers free, imposing minimal restrictions on
   49.87 +      them, while maximizing reuse of individual efforts and simplifying the
   49.88 +      logistics. It would be merely a support system that makes the work of
   49.89 +      each of those individual groups easier, and makes their independently
   49.90 +      provided pieces naturally support each other.
   49.91 +
   49.92 +      We take the position in this paper that such a support system has to
   49.93 +      operate at all three levels: the language design plus toolchain level;
   49.94 +      the runtime system level; and the hardware abstraction level. \ Sequoia
   49.95 +      <inactive|<cite|>> does this in a limited way. \ We propose a more
   49.96 +      general approach that supports languages without restricting them, has
   49.97 +      more freedom to specialize the runtime, \ and reduces the effort to add
   49.98 +      new target hardware. It takes advantage of VMS (Virtualized
   49.99 +      Master-Slave) [<inactive|<cite|>>], which naturally provides pieces for
  49.100 +      each level, and acts as an organizing principle.
  49.101 +
  49.102 +      Section 2 gives a high-level reveiw of VMS, and Section 3 reviews
  49.103 +      performance portability fundamentals. Section 4 then illustrates how
  49.104 +      VMS can be used to organize an eco-system in which performance
  49.105 +      portability is a reality. Section 5 gives supporing evidence of VMS's
  49.106 +      suitability, with measurements of the time to implement three embedded
  49.107 +      parallel languages, performance numbers for them, and measurements of
  49.108 +      the basic overhead of VMS.
  49.109 +
  49.110 +      <section|VMS>
  49.111 +
  49.112 +      On nomenclature, in this paper we define <em|task> as a 3-tuple -- 1)
  49.113 +      an animation event, 2) a collection of code animated, and 3) a
  49.114 +      collection of information instances that code is animated upon.
  49.115 +      However, we often refer to just the code plus data as a task, with the
  49.116 +      implication that animation will take place in the future. \ This allows
  49.117 +      us to say things like ``we create a task'', meaning we create a
  49.118 +      combination of code plus data with the intent to animate it, and ``we
  49.119 +      assign a task to'' which means we move the code plus data -- but at
  49.120 +      some future time the combination shall be animated, exactly once.
  49.121 +
  49.122 +      <subsection|Overview of VMS \ >Virtualized Master Slave (VMS) is an
  49.123 +      execution model that replaces Threads. \ In effect, it opens up the
  49.124 +      thread-scheduler, letting the language supply its own scheduler that is
  49.125 +      plugged-in. Along with the scheduler, the plugin also contains a
  49.126 +      definition of concurrency constructs, such as publish-subscribe
  49.127 +      channel, or send-receive, or spwan-sync -- the scheduler plus
  49.128 +      concurrency constructs together complete the runtime for a parallel
  49.129 +      language.
  49.130 +
  49.131 +      The plugin is supplied separately from the application, as a dynamic
  49.132 +      library or a device driver, which makes the runtime separately loaded
  49.133 +      onto the hardware, turningit into a new component in the software
  49.134 +      stack.\ 
  49.135 +
  49.136 +      The behavior of the languages's concurrency constructs is implemented
  49.137 +      in the plugin using sequential algorithms, reducing implementation time
  49.138 +      for the concurrency semantics to a matter of days. \ The plugin also
  49.139 +      contains the scheduler, which gives the language control over assigning
  49.140 +      virtual processors to physical cores. On multi-core shared-memory
  49.141 +      machines, the run-time overhead is low, on the order of a few hundred
  49.142 +      nano-seconds per concurrency operation. The VMS model can be
  49.143 +      implemented as a user-space library, or existing OS kernels can be
  49.144 +      converted to the VMS model by opening up their scheduler, and exposing
  49.145 +      the VMS plugin interface.
  49.146 +
  49.147 +      What distinguishes VMS is that it doesn't impose its own concurrency
  49.148 +      semantics, but rather takes them as plugins. \ Hence VMS isn't a
  49.149 +      language, but rather <em|supports> the creation of language runtimes.
  49.150 +      Any language level execution model is implementable as a layer on top
  49.151 +      of VMS, including: Actors <cite|Hewitt10><cite|Actors97>; Components
  49.152 +      <cite|ComponentModel00>; process calculi like CSP <cite|hoare78>, and
  49.153 +      Pi-calculus <cite|milner99>; and coordination languages like Linda
  49.154 +      <cite|Gelernter85Linda>. \ Likewise implementable with VMS are systems
  49.155 +      like TBB and OpenMP, as well as hybrid languages like Sequioa, and
  49.156 +      legacy languages that rely on Threads such as Java, and C/C++ with
  49.157 +      pthreads.
  49.158 +
  49.159 +      <section|Specialization>
  49.160 +
  49.161 +      Portable performance is achieved by specializing the source code to the
  49.162 +      hardware. \ For traditonal sequential source on sequential processors,
  49.163 +      the specialization was the translation to machine code and optimization
  49.164 +      that took place in the compiler.
  49.165 +
  49.166 +      This one-step specialization was sufficient because most of the
  49.167 +      performance portability was provided by using micro-architecture
  49.168 +      hardware techniques underneath a standard instruction-set abstraction.
  49.169 +      This has worked because, before recently, process technology has made
  49.170 +      every generation of sequential processor faster, and parallelism could
  49.171 +      be found at the granularity of single instructions. Also, CPU producers
  49.172 +      have kept their instruction sets relatively fixed.
  49.173 +
  49.174 +      Unfortunately, for larger-granularities of parallelism, such a
  49.175 +      hardware-based approach to performance portability has proven
  49.176 +      infeasible so far. \ We conjecture that the reason is, that larger
  49.177 +      granularity parallelism is tied to the language constructs and to
  49.178 +      application constructs (whereas instruction-level parallelism is tied
  49.179 +      only to the machine-instruction-set constructs). Hence, information
  49.180 +      about the language patterns and application patterns must be available
  49.181 +      in order to exploit these larger granularities. \ The hardware cannot
  49.182 +      make use of the larger granularities because the instruction set
  49.183 +      abstraction provides no means to convey the necessary language and
  49.184 +      application patterns.
  49.185 +
  49.186 +      Following this intuition, we propose that to be effective, a system for
  49.187 +      performance portability for parallel software should have a means of
  49.188 +      identifying language and application constructs and packaging this
  49.189 +      information in a standard format. \ Also, a hardware abstraction should
  49.190 +      be provided that accepts such information and uses it to make
  49.191 +      high-quality decisions about task creation, task sizing, and task
  49.192 +      placement.
  49.193 +
  49.194 +      <subsection|Three-step specialization>
  49.195 +
  49.196 +      VMS fits this proposal by allowing the language toolchain to extract
  49.197 +      the application's task patterns and language patterns, and package them
  49.198 +      in a standard format that any plugin for that language understands. As
  49.199 +      mentioned in the review, the plugin plus VMS implementation represent
  49.200 +      the parallel aspects of the hardware, so each language's plugin defines
  49.201 +      the format of the task info to be handed to the hardware abstraction.
  49.202 +      \ The first step of specializing is thus the extraction of the task
  49.203 +      info by the toolchain.
  49.204 +
  49.205 +      <\with|par-first|0fn>
  49.206 +        <small-figure|<postscript|figures/3_stage_specialization.eps||*6/7||||>|The
  49.207 +        three places that specialization occurs. In the top box, the
  49.208 +        toolchain extracts task information useful to the scheduler and
  49.209 +        packages it into the binary, specializing the source to the plugin's
  49.210 +        interface. \ In the middle, the scheduler in the plugin retrives the
  49.211 +        info and uses it to make scheduling decisions, specializing the
  49.212 +        binary to the hardware abstraction. At the bottom, the VMS-core
  49.213 +        implementation hides hardware details behind the interface,
  49.214 +        specializing the hardware to the hardware abstraction.>
  49.215 +      </with>
  49.216 +
  49.217 +      The second step of specialization is the plugin, which uses the task
  49.218 +      info to make high quality decisions about size and placement of tasks,
  49.219 +      as represented in the middle of figure 2. \ The last step of
  49.220 +      specialization is implementing the VMS abstraction on the particular
  49.221 +      hardware. \ This combination of plugin plus VMS has the same function
  49.222 +      that the instruction set had back in the sequential days -- it provides
  49.223 +      a standard hardware abstraction. \ VMS has the advantage that the
  49.224 +      abstraction is modifiable by choosing the plugin.
  49.225 +
  49.226 +      <\with|par-first|0fn>
  49.227 +        <\small-figure|<postscript|figures/Toolchain.eps||||||>>
  49.228 +          \;
  49.229 +
  49.230 +          The toolchain is split, the top portion is related to parallelism
  49.231 +          and the bottom portion does sequential compilation of C code. In
  49.232 +          the top box, source code is transformed into C code that has calls
  49.233 +          inserted. They invoke the plugin, during the run, to perform
  49.234 +          concurrency operations, such as synchronizations, sends, receives,
  49.235 +          publish, and so on. The top box also extracts parallelism
  49.236 +          information from the source, and encodes it as implementations of
  49.237 +          library calls. These are later invoked by the plugin to retrieve
  49.238 +          the information. \ In this way, the generated parallelism
  49.239 +          information passes through any standard sequential C compiler,
  49.240 +          which is the only hardware-specific portion.
  49.241 +        </small-figure>
  49.242 +      </with>
  49.243 +
  49.244 +      Focusing on the toolchain, we propose breaking it into two sections:
  49.245 +      one for parallelism, the other for sequential. \ The parallelism
  49.246 +      portion extracts the task and language information needed to make high
  49.247 +      quality scheduling decisions. \ The sequential specializes individual
  49.248 +      functions to the sequential cores. \ The parallelism portion remains
  49.249 +      constant across hardware, only the sequential portion changes when the
  49.250 +      instruction-set of the target hardware changes.
  49.251 +
  49.252 +      One possible way to achieve this is to make the parallel portion
  49.253 +      transform the original source to C code with embedded calls to the
  49.254 +      concurrency library functions. \ During this source-to-C-plus-lib-call
  49.255 +      transform, the information is packaged into functions in some way.
  49.256 +      \ The resulting C-plus-lib-calls source is then compiled with the
  49.257 +      sequential C compiler to make a binary, as depicted in Figure X.
  49.258 +
  49.259 +      Meanwhile, the plugins for that language know the names of the library
  49.260 +      functions the task information has been packaged into. \ Hence, when
  49.261 +      the binary is linked to a plugin at load time, the task-info functions
  49.262 +      within the binary become available to the plugin. \ They are then
  49.263 +      called by the plugin during the run to extract the information, to make
  49.264 +      high quality scheduling decisions.
  49.265 +
  49.266 +      This scheme allows unmodified sequential compilers to be used to pass
  49.267 +      the information along, inside of a standard binary format. \ It also
  49.268 +      separates the parallel and sequential portions of the tool chain
  49.269 +      cleanly, so only the relatively simple sequential C compiler changes
  49.270 +      with hardware. \ This scheme also leaves the language designers in
  49.271 +      charge of deciding the nature and definition of the information
  49.272 +      carrying functions.
  49.273 +
  49.274 +      These properties enable reuse of the same parallel portion of the
  49.275 +      toolchain across chips, which is especially valuable in the embedded
  49.276 +      market. \ With the inclusion of real-time aspects, such as latency
  49.277 +      bounds and deadlines, this could dramatically speed up time to market
  49.278 +      and reduce cost of introduction of new embedded chips.
  49.279 +
  49.280 +      This begs the question: what kind of task information is sufficient for
  49.281 +      parallel performance portability across the array of forseeable
  49.282 +      parallel architectures? We propose three kinds of information: 1)
  49.283 +      manipulators, which are able to modify the size of tasks and change the
  49.284 +      way data is accessed, 2) information about the tasks such as type of
  49.285 +      core they run best on, size of data footprint, predicted execution
  49.286 +      time, and 3) real-world constraints that relate to the tasks, such as
  49.287 +      deadlines, maximum latency for data to pass from one point in the
  49.288 +      computation to another, and quality related information. \ Again, it is
  49.289 +      up to the language and plugin to agree on what data is extracted,
  49.290 +      passed, and then used for scheduling. \ Meanwhile, it is up to VMS to
  49.291 +      provide the services and information required by the scheduler to make
  49.292 +      use of the information.
  49.293 +
  49.294 +      As research progresses, additional types of information may become
  49.295 +      necessary, so this flexibility from the plugin system will prove key.
  49.296 +      \ Again, the plugin plus VMS implementation are the hardware
  49.297 +      abstraction -- the parallel equivalent of what the instruction set used
  49.298 +      to be for sequential processors. \ The two define the behavior that the
  49.299 +      binary expects to be present.
  49.300 +
  49.301 +      This, finally, begs the question: what kind of information and services
  49.302 +      must VMS provide to the plugin? It must expose the features of the
  49.303 +      hardware that matter the most to performance (computation, energy, and
  49.304 +      real-world related performance). We suggest that the memory hierarchy
  49.305 +      and communication between the memory pools are the most important
  49.306 +      features for parallel performance. \ However, the VMS interface should
  49.307 +      only expose the portions of memory affectable by a runtime scheduler
  49.308 +      (the register set usage of a sequential processor is fixed by the
  49.309 +      binary and so not exposed).
  49.310 +
  49.311 +      We suggest that most parallel architectures fall into a small number of
  49.312 +      classes, each of which exposes sufficient structure without exposing
  49.313 +      chip-specific details. What's important is the type(s) of cores, the
  49.314 +      pools of memory, and the nature of communication between them. On
  49.315 +      communication, the scheduler can treat the network statistically with
  49.316 +      relatively simple models, independently from the topology, without
  49.317 +      undue loss of performance <inactive|<cite|>>. So the main feature is
  49.318 +      coherent memory vs distributed, which determines whether communication
  49.319 +      can take place by shared variables in the code vs whether it needs
  49.320 +      explicit action.
  49.321 +
  49.322 +      Given this, our proposed list includes: 1) multi-core and many-core
  49.323 +      that share a single coherent memory 2) one or more SIMD units that
  49.324 +      share a single coherent memory 3) collections of those connected by
  49.325 +      shared memory 4) distributed collections of those. Each memory pool,
  49.326 +      such as a cache or scratchpad, is exposed, with the communication costs
  49.327 +      from each pool to each other pool, and whether communication between
  49.328 +      them is automated or explicit. Applying this to known architectures:
  49.329 +      single-socket multi-core systems fall into 1, while adding a GPGPU puts
  49.330 +      them also into 2 and 4. \ The Cell BE is in 1 and 4, as is the SCC.
  49.331 +      \ Larrabee would have been in 1, 2, and 3 but may have been more
  49.332 +      effectively treated as 1, 2, and 4. \ Traditional supercomputers made
  49.333 +      up of shared-memory nodes connected by networks fall into 1 and 4.
  49.334 +
  49.335 +      <\with|par-columns|1>
  49.336 +        <\big-figure>
  49.337 +          <postscript|figures/eco-system.eps|*7/8|*7/8||||>
  49.338 +        </big-figure|Eco-system is composed of toolchains, plugins, and HW
  49.339 +        abstractions. \ Each element, such as a particular plugin or
  49.340 +        sequential C compiler, is supplied by a different physical-world
  49.341 +        entity, such as a company or a research group. \ Elements related to
  49.342 +        a particular language are all shown in the same color, while elements
  49.343 +        related to the same hardware class are also shown in the same color.
  49.344 +        \ The plugins combine a language color with a hardware class color
  49.345 +        because they depend on both. \ As can be seen by the coloring, the
  49.346 +        toolchain for a language is independent of HW except for the
  49.347 +        sequential C compilers.>
  49.348 +      </with>
  49.349 +
  49.350 +      <section|Eco-System>
  49.351 +
  49.352 +      Figure 4 depicts how the pieces all fit together. At the top,
  49.353 +      independent software developers write applications, in a variety of
  49.354 +      languages. Each language defines its own format for conveying
  49.355 +      task-related info. Independently, plugins are implemented that accept
  49.356 +      that format, one plugin for each hardware class. This allows hardware
  49.357 +      manufacturers to supply their own plugins, for unusual hardware
  49.358 +      designs, and still take advantage of the existing application binaries
  49.359 +      (non-standard instruction sets also need an install-time translator).
  49.360 +
  49.361 +      The plugins, in the middle, act as a cross-bar switch, connecting the
  49.362 +      binaries to the hardware abstractions. They are separately distributed
  49.363 +      and loaded onto the hardware, much the way device drivers are
  49.364 +      currently.
  49.365 +
  49.366 +      At the bottom, the hardware abstraction implementations standardize the
  49.367 +      hardware. They are mainly supplied by the hardware manufacturers, but
  49.368 +      open-source implementations will likely also arise.
  49.369 +
  49.370 +      Note that the only software developed for a new HW platform is the
  49.371 +      VMS-core abstraction, sequential C compiler, and a bare-bones OS.
  49.372 +      Existing applications are adpated via the plugin and abstraction.
  49.373 +
  49.374 +      We expect that a small number of HW classes will quickly come to
  49.375 +      dominate, which will encourage later HW development to fit within the
  49.376 +      dominant classes. As a result, a standard set of sequential C compilers
  49.377 +      will emerge, allowing software developers to perform a single
  49.378 +      compilation pass. For fine tuning of <em|sequential> compilation
  49.379 +      choices, we expect install-time binary rewriters or run-time binary
  49.380 +      optimizations.
  49.381 +
  49.382 +      The end-result is that no centralized control is needed. Language
  49.383 +      designers are free to innovate, inventing new concurrency constructs
  49.384 +      and communication abstractions, and need as little as just the set of
  49.385 +      plugins, or just the source-to-C translator to reach all the standard
  49.386 +      hardware platforms. Likewise, hardware manufacturers are free to
  49.387 +      innovate, needing minimal software development for a new chip to enjoy
  49.388 +      access to all the applications.\ 
  49.389 +
  49.390 +      The set of plugins is the key to this portability, and the funnelling
  49.391 +      of many applications to the same parallelism information at the top,
  49.392 +      and many hardware platforms to the same abstraction at the bottom.
  49.393 +    </with>
  49.394 +  </with>
  49.395 +
  49.396 +  <\with|par-columns|2>
  49.397 +    <section|>
  49.398 +
  49.399 +    <\with|par-columns|2>
  49.400 +      <subsection|Internal Workings of VMS>
  49.401 +
  49.402 +      As far as a binary is concerned, the parallel behavior of the hardware
  49.403 +      is represented by the combination of VMS plus the plugin, while the
  49.404 +      \ sequential behavior of the hardware's processing-elements is
  49.405 +      represented by the Instruction Set of each core.
  49.406 +
  49.407 +      The VMS implementation is made up of a master virtual-processor that
  49.408 +      receives and calls the plugin functions, and a ``core-controller'' that
  49.409 +      handles transferring the physical-core between animating the master
  49.410 +      virtual processor and animating the application's virtual processors,
  49.411 +      but according to the decisions the plugin functions make, when called
  49.412 +      by the master VP. As part of invoking a concurrency construct, an
  49.413 +      application VP attaches to itself a request destined for the master VP,
  49.414 +      then suspends. We next review how this request reaches the plugin's
  49.415 +      concurrency-construct implementation, called the requestion handler, by
  49.416 +      walking through the steps VMS takes during operation.
  49.417 +
  49.418 +      <\with|par-first|0fn>
  49.419 +        <\with|par-left|0cm>
  49.420 +          <postscript|figures/VMS-core__internal_workings.eps|*15/16|||||>
  49.421 +        </with>
  49.422 +      </with>
  49.423 +
  49.424 +      <small-figure||<label|figInternals>Internal elements of VMS
  49.425 +      implementation >
  49.426 +
  49.427 +      <paragraph|Steps of Operation:>The steps of operation are numbered in
  49.428 +      Figure <reference|figInternals>. \ Taking them in order, 1)
  49.429 +      <verbatim|master_loop> scans the scheduling slots to see which ones'
  49.430 +      slaves have suspended since the previous scan. \ 2) It hands these to
  49.431 +      the request handler plugged-in. \ \ 3) The data in the request causes
  49.432 +      manipulation of the data structures within the semantic state. \ These
  49.433 +      structures hold all the slaves currently in the blocked state. \ 4)
  49.434 +      Requests cause slaves to be moved to the ready-container, which was
  49.435 +      implemented as an array of simple queues, one to each physical core.
  49.436 +      Which core receives the slave is under plugin control, determined by a
  49.437 +      combination of request contents, semantic state and physical state. 5)
  49.438 +      During the scan, the <verbatim|master_loop> also looks for empty slots.
  49.439 +      It calls the scheduler plug-in function, which chooses a slave from the
  49.440 +      ready container. \ 6) The <verbatim|master_loop> then places the slave
  49.441 +      VP's pointer into the scheduling slot, making it available to the
  49.442 +      <verbatim|core_loop>. \ 7) When done with the scan, <verbatim|masterVP>
  49.443 +      suspends, switching animation back to the <verbatim|core_loop>. \ 8)
  49.444 +      <verbatim|core_loop> takes slave VPs out of the slots, then 9) switches
  49.445 +      animation to them. \ 10) When a slave self-suspends, animation returns
  49.446 +      to the <verbatim|core_loop>, which picks another, until 11) all slots
  49.447 +      are empty and the <verbatim|core_loop> switches animation to the
  49.448 +      <verbatim|masterVP>.
  49.449 +
  49.450 +      <paragraph|Enabling sequential implementation of concurrency
  49.451 +      semantics:>All of that happens on each core separately, but in this
  49.452 +      particular implementation we use a central <verbatim|masterLock> to
  49.453 +      ensure that only one core's <verbatim|masterVP> can be active at any
  49.454 +      time. \ This guarantees non-overlap of trace-segments from different
  49.455 +      <verbatim|masterVP>s, allowing the plugins to use sequential
  49.456 +      algorithms, without a performance penalty, as verified in Section 5.
  49.457 +    </with>
  49.458 +
  49.459 +    <section|<label|secResults>Performance>
  49.460 +
  49.461 +    <paragraph|Setup:>We implemented blocked dense matrix multiply and ran on
  49.462 +    a Core2Quad 2.4Ghz chip.
  49.463 +
  49.464 +    <paragraph|Implementation-Time:>Time to implement the runtime for the
  49.465 +    three parallel languages averages 2 days. \ As an example of
  49.466 +    productivity, adding nested transactions, parallel singleton, and atomic
  49.467 +    function-execution to SSR required a single afternoon, totaling less than
  49.468 +    100 lines of C code. Table <reference|tabPersonDaysLang> summarizes
  49.469 +    implementation times.
  49.470 +
  49.471 +    <tabular|<tformat|<table|<row|<cell|<small-table|<tabular|<tformat|<twith|table-lborder|.05fn>|<twith|table-rborder|.05fn>|<twith|table-bborder|.05fn>|<twith|table-tborder|.05fn>|<table|<row|<cell|>|<cell|SSR>|<cell|VPThread>|<cell|VCilk>>|<row|<cell|Design>|<cell|4>|<cell|1>|<cell|0.5>>|<row|<cell|Code>|<cell|2>|<cell|0.5>|<cell|0.5>>|<row|<cell|Test>|<cell|1>|<cell|0.5>|<cell|0.5>>|<row|<cell|L.O.C.>|<cell|470>|<cell|290>|<cell|310>>>>>|<label|tabPersonDaysLang>Person-days
  49.472 +    to design, code, and test the library plus plug-in of each language, in
  49.473 +    the order attempted. L.O.C. is lines of (original) code, excluding
  49.474 +    libraries and comments.>>>>>>
  49.475 +
  49.476 +    <paragraph|Execution Performance:> \ seen in Table
  49.477 +    <reference|tabOverheadCycles>.
  49.478 +
  49.479 +    The code has not been designed for speed, but rather to be easy to
  49.480 +    understand and modify. In particular, the schedulers are simple queues
  49.481 +    with no optimization for performance.
  49.482 +
  49.483 +    <\with|par-mode|left>
  49.484 +      <tabular|<tformat|<table|<row|<cell|<small-table|<tabular|<tformat|<cwith|3|18|4|5|cell-halign|r>|<cwith|1|1|4|5|cell-halign|r>|<cwith|10|10|1|4|cell-tborder|.05fn>|<cwith|13|13|1|4|cell-tborder|.05fn>|<cwith|16|16|1|4|cell-tborder|.05fn>|<cwith|18|18|1|4|cell-bborder|.05fn>|<cwith|7|7|4|4|cell-halign|r>|<cwith|1|18|3|3|cell-halign|r>|<twith|table-lborder|.05fn>|<twith|table-rborder|.05fn>|<twith|table-bborder|.05fn>|<twith|table-tborder|.05fn>|<table|<row|<cell|>|<cell|>|<cell|comp>|<cell|comp>>|<row|<cell|VMS
  49.485 +      Only:>|<cell|>|<cell|only>|<cell|+mem>>|<row|<cell|<verbatim|master_loop>>|<cell|>|<cell|91>|<cell|
  49.486 +      \ 110>>|<row|<cell|switch VPs>|<cell|>|<cell|77>|<cell|
  49.487 +      \ 130>>|<row|<cell|>|<cell|>|<cell|>|<cell|>>|<row|<cell|(malloc)>|<cell|>|<cell|160>|<cell|2300>>|<row|<cell|(create
  49.488 +      VP)>|<cell|>|<cell|540>|<cell|3800>>|<row|<cell|>|<cell|>|<cell|>|<cell|>>|<row|<cell|Language:>|<cell|>|<cell|>|<cell|>>|<row|<cell|SSR>|<cell|plugin
  49.489 +      -- concur>|<cell|190>|<cell|540>>|<row|<cell|>|<cell|plugin --
  49.490 +      all>|<cell|530>|<cell|2200>>|<row|<cell|>|<cell|lock>|<cell|>|<cell|
  49.491 +      250>>|<row|<cell|VPThread>|<cell|plugin --
  49.492 +      concur>|<cell|66>|<cell|710>>|<row|<cell|>|<cell|plugin --
  49.493 +      all>|<cell|180>|<cell|1500>>|<row|<cell|>|<cell|lock>|<cell|>|<cell|
  49.494 +      250>>|<row|<cell|VCilk>|<cell|plugin --
  49.495 +      concur>|<cell|65>|<cell|260>>|<row|<cell|>|<cell|plugin --
  49.496 +      all>|<cell|330>|<cell|1800>>|<row|<cell|>|<cell|lock>|<cell|>|<cell|
  49.497 +      250>>>>>|<label|tabOverheadCycles>Cycles of overhead, per scheduled
  49.498 +      slave, consisting of: A) VMS-only cycles spent in VMS portion of
  49.499 +      <verbatim|master_loop>, B) time in the <verbatim|core_loop> to switch
  49.500 +      between VPs, C) Language-specific cycles spent in the plugin's Request
  49.501 +      Handler and Scheduler, and D) obtaining the Master lock. \ ``comp
  49.502 +      only'' column is cycles with perfect memory, ``comp + mem'' is actual
  49.503 +      cycles. ``Plugin-concur'' is only concurrency related requests,
  49.504 +      ``plugin-all'' includes create and malloc requests. Numbers are to two
  49.505 +      significant digits due to variability. \ Language overhead was measured
  49.506 +      while running Matrix Multiply.>>>>>>
  49.507 +    </with>
  49.508 +
  49.509 +    <paragraph|Head to Head: VCilk vs Cilk 5.4 \ plus \ VPThread vs
  49.510 +    pthread:>We compare our implementation of the <verbatim|spawn> and
  49.511 +    <verbatim|sync> constructs against the distributed version of Cilk, in
  49.512 +    Table <reference|tabHeadToHeadVCilk>, which shows that the same
  49.513 +    application code has similar performance.
  49.514 +
  49.515 +    <tabular|<tformat|<table|<row|<cell|<small-table|<tabular|<tformat|<cwith|8|8|1|4|cell-tborder|.05fn>|<cwith|4|4|1|4|cell-tborder|.05fn>|<cwith|2|2|1|4|cell-tborder|.05fn>|<cwith|2|9|2|2|cell-lborder|.05fn>|<cwith|7|7|2|2|cell-lborder|.05fn>|<cwith|6|6|2|3|cell-tborder|.05fn>|<cwith|6|6|2|2|cell-lborder|.05fn>|<cwith|6|6|4|4|cell-tborder|.05fn>|<cwith|6|6|1|1|cell-tborder|.05fn>|<cwith|9|9|1|3|cell-bborder|.05fn>|<twith|table-lborder|.05fn>|<twith|table-rborder|.05fn>|<twith|table-bborder|.05fn>|<twith|table-tborder|.05fn>|<table|<row|<cell|Matrix
  49.516 +    size>|<cell|>|<cell|>>|<row|<cell|81x81>|<cell|Cilk>|<cell|.017>>|<row|<cell|>|<cell|VCilk>|<cell|.008>>|<row|<cell|324x324>|<cell|Cilk>|<cell|.13>>|<row|<cell|>|<cell|VCilk>|<cell|.13>>|<row|<cell|648x648>|<cell|Cilk>|<cell|.71>>|<row|<cell|>|<cell|VCilk>|<cell|.85>>|<row|<cell|1296x1296>|<cell|Cilk>|<cell|4.8>>|<row|<cell|>|<cell|VCilk>|<cell|6.2>>>>>|<label|tabHeadToHeadVCilk>Head-to-head
  49.517 +    comparison of exe time in seconds for VCilk vs Cilk 5.4 on MM. \ VCilk
  49.518 +    does 23% worse on large matrices that run for several seconds, but 210%
  49.519 +    better on small matrices requiring milliseconds.>>>>>>
  49.520 +
  49.521 +    \;
  49.522 +
  49.523 +    Versus pthreads, our VMS based implementation has more than an order of
  49.524 +    magnitude better overhead per invocation of mutex or condition variable
  49.525 +    functionality, as seen in Table <reference|tabVPThreadSync>.
  49.526 +
  49.527 +    <\with|par-mode|left>
  49.528 +      <tabular|<tformat|<table|<row|<cell|<small-table|<tabular|<tformat|<cwith|4|7|2|5|cell-halign|r>|<cwith|6|6|4|5|cell-halign|r>|<cwith|1|1|2|2|cell-width|2.7fn>|<cwith|1|1|2|2|cell-hmode|exact>|<cwith|2|3|2|3|cell-halign|r>|<twith|table-lborder|.05fn>|<twith|table-rborder|.05fn>|<twith|table-bborder|.05fn>|<twith|table-tborder|.05fn>|<cwith|4|4|1|5|cell-tborder|.05fn>|<cwith|2|2|2|5|cell-tborder|.05fn>|<cwith|1|7|4|4|cell-lborder|.05fn>|<cwith|1|7|4|4|cell-rborder|.05fn>|<table|<row|<cell|>|<cell|
  49.529 +      VPThread>|<cell|>|<cell|pthread>|<cell|ratio>>|<row|<cell|>|<cell|comp>|<cell|total>|<cell|>|<cell|>>|<row|<cell|>|<cell|only>|<cell|>|<cell|>|<cell|>>|<row|<cell|mutex_lock>|<cell|85>|<cell|1050>|<cell|50,000>|<cell|48:1>>|<row|<cell|mutex_unlock>|<cell|85>|<cell|610>|<cell|45,000>|<cell|74:1>>|<row|<cell|cond_wait
  49.530 +      >|<cell|85>|<cell|850>|<cell|60,000>|<cell|71:1>>|<row|<cell|cond_signal>|<cell|90>|<cell|650>|<cell|60,000>|<cell|92:1>>>>>|<label|tabVPThreadSync>Rough
  49.531 +      measurements of cycles to perform synchronization primitives. \ For
  49.532 +      VPThread, the first column shows computation time of plugin when all
  49.533 +      memory accesses hit in the cache. The second column is total time,
  49.534 +      including <verbatim|master_loop>, <verbatim|core_loop>, and the effects
  49.535 +      of cache and page misses. Pthread times are deduced from round-trip
  49.536 +      experiments. The ratio calculations are pthread vs total
  49.537 +      VPThread.>>>>>>
  49.538 +    </with>
  49.539 +
  49.540 +    <section|<label|secConclusion>Conclusion>
  49.541 +
  49.542 +    This is a position paper, merely a suggestion for a large scale
  49.543 +    organizing principle by which real-world entities can cooperatively
  49.544 +    achieve performance portability. The key pattern is the funnelling of
  49.545 +    many applications to the same parallelism information at the top, the
  49.546 +    funnelling of many hardware platforms to the same abstraction at the
  49.547 +    bottom, and the set of plugins that connect the two ends.
  49.548 +  </with>
  49.549 +
  49.550 +  <\bibliography|bib|Helpers/plain|Helpers/Bib_for_papers.bib>
  49.551 +    \;
  49.552 +  </bibliography>
  49.553 +
  49.554 +  \;
  49.555 +
  49.556 +  \;
  49.557 +</body>
  49.558 +
  49.559 +<\initial>
  49.560 +  <\collection>
  49.561 +    <associate|font-base-size|9>
  49.562 +    <associate|language|american>
  49.563 +    <associate|page-breaking|sloppy>
  49.564 +    <associate|page-extend|2fn>
  49.565 +    <associate|page-flexibility|1.0>
  49.566 +    <associate|page-medium|paper>
  49.567 +    <associate|page-screen-margin|true>
  49.568 +    <associate|page-show-hf|true>
  49.569 +    <associate|page-shrink|0fn>
  49.570 +    <associate|page-type|letter>
  49.571 +    <associate|preamble|false>
  49.572 +  </collection>
  49.573 +</initial>
  49.574 +
  49.575 +<\references>
  49.576 +  <\collection>
  49.577 +    <associate|auto-1|<tuple|1|1>>
  49.578 +    <associate|auto-10|<tuple|1|4>>
  49.579 +    <associate|auto-11|<tuple|2|4>>
  49.580 +    <associate|auto-12|<tuple|3|4>>
  49.581 +    <associate|auto-13|<tuple|7|4>>
  49.582 +    <associate|auto-14|<tuple|8|5>>
  49.583 +    <associate|auto-15|<tuple|8.1|5>>
  49.584 +    <associate|auto-16|<tuple|4|5>>
  49.585 +    <associate|auto-17|<tuple|2|5>>
  49.586 +    <associate|auto-18|<tuple|3|5>>
  49.587 +    <associate|auto-19|<tuple|9|5>>
  49.588 +    <associate|auto-2|<tuple|2|2>>
  49.589 +    <associate|auto-20|<tuple|4|5>>
  49.590 +    <associate|auto-21|<tuple|5|5>>
  49.591 +    <associate|auto-22|<tuple|1|5>>
  49.592 +    <associate|auto-23|<tuple|6|6>>
  49.593 +    <associate|auto-24|<tuple|2|6>>
  49.594 +    <associate|auto-25|<tuple|7|6>>
  49.595 +    <associate|auto-26|<tuple|3|6>>
  49.596 +    <associate|auto-27|<tuple|4|8>>
  49.597 +    <associate|auto-28|<tuple|10|8>>
  49.598 +    <associate|auto-29|<tuple|10|8>>
  49.599 +    <associate|auto-3|<tuple|3|2>>
  49.600 +    <associate|auto-30|<tuple|7|8>>
  49.601 +    <associate|auto-31|<tuple|8|8>>
  49.602 +    <associate|auto-32|<tuple|3|8>>
  49.603 +    <associate|auto-33|<tuple|4|8>>
  49.604 +    <associate|auto-34|<tuple|7|9>>
  49.605 +    <associate|auto-35|<tuple|7|9>>
  49.606 +    <associate|auto-36|<tuple|4|9>>
  49.607 +    <associate|auto-37|<tuple|8|9>>
  49.608 +    <associate|auto-38|<tuple|8|10>>
  49.609 +    <associate|auto-39|<tuple|9|10>>
  49.610 +    <associate|auto-4|<tuple|1|2>>
  49.611 +    <associate|auto-40|<tuple|9|10>>
  49.612 +    <associate|auto-41|<tuple|9|10>>
  49.613 +    <associate|auto-42|<tuple|9|10>>
  49.614 +    <associate|auto-43|<tuple|9|10>>
  49.615 +    <associate|auto-44|<tuple|16|10>>
  49.616 +    <associate|auto-45|<tuple|3|10>>
  49.617 +    <associate|auto-46|<tuple|4|11>>
  49.618 +    <associate|auto-47|<tuple|9|11>>
  49.619 +    <associate|auto-48|<tuple|9|11>>
  49.620 +    <associate|auto-49|<tuple|9|11>>
  49.621 +    <associate|auto-5|<tuple|4|2>>
  49.622 +    <associate|auto-50|<tuple|9|?>>
  49.623 +    <associate|auto-51|<tuple|9|?>>
  49.624 +    <associate|auto-52|<tuple|9|?>>
  49.625 +    <associate|auto-6|<tuple|5|2>>
  49.626 +    <associate|auto-7|<tuple|5.1|3>>
  49.627 +    <associate|auto-8|<tuple|6|4>>
  49.628 +    <associate|auto-9|<tuple|6.1|4>>
  49.629 +    <associate|bib-Actors97|<tuple|1|10>>
  49.630 +    <associate|bib-CILKHome|<tuple|6|10>>
  49.631 +    <associate|bib-ComponentModel00|<tuple|11|10>>
  49.632 +    <associate|bib-Conway63|<tuple|2|10>>
  49.633 +    <associate|bib-Dijkstra67|<tuple|4|10>>
  49.634 +    <associate|bib-Gelernter85Linda|<tuple|5|10>>
  49.635 +    <associate|bib-Hewitt10|<tuple|8|10>>
  49.636 +    <associate|bib-Lamport78|<tuple|6|11>>
  49.637 +    <associate|bib-Lamport87|<tuple|10|10>>
  49.638 +    <associate|bib-OpenMPHome|<tuple|14|10>>
  49.639 +    <associate|bib-TBBHome|<tuple|3|10>>
  49.640 +    <associate|bib-VMSHome|<tuple|7|10>>
  49.641 +    <associate|bib-hoare78|<tuple|9|10>>
  49.642 +    <associate|bib-milner80|<tuple|12|10>>
  49.643 +    <associate|bib-milner99|<tuple|13|10>>
  49.644 +    <associate|figAppFlow|<tuple|5|6>>
  49.645 +    <associate|figInternals|<tuple|4|4>>
  49.646 +    <associate|figMasterSplit|<tuple|6|6>>
  49.647 +    <associate|figTimeMapping|<tuple|6|4>>
  49.648 +    <associate|secAbsModel|<tuple|6|4>>
  49.649 +    <associate|secApp|<tuple|6|7>>
  49.650 +    <associate|secConclusion|<tuple|10|6>>
  49.651 +    <associate|secInternal|<tuple|3|4>>
  49.652 +    <associate|secLib|<tuple|6|8>>
  49.653 +    <associate|secOS|<tuple|5.2|10>>
  49.654 +    <associate|secResults|<tuple|10|5>>
  49.655 +    <associate|tabHeadToHeadVCilk|<tuple|3|5>>
  49.656 +    <associate|tabMasterCycles|<tuple|2|?>>
  49.657 +    <associate|tabOverheadCycles|<tuple|2|5>>
  49.658 +    <associate|tabPersonDaysLang|<tuple|1|5>>
  49.659 +    <associate|tabVPThreadSync|<tuple|4|6>>
  49.660 +  </collection>
  49.661 +</references>
  49.662 +
  49.663 +<\auxiliary>
  49.664 +  <\collection>
  49.665 +    <\associate|bib>
  49.666 +      Hewitt10
  49.667 +
  49.668 +      Actors97
  49.669 +
  49.670 +      ComponentModel00
  49.671 +
  49.672 +      hoare78
  49.673 +
  49.674 +      milner99
  49.675 +
  49.676 +      Gelernter85Linda
  49.677 +    </associate>
  49.678 +    <\associate|figure>
  49.679 +      <tuple|normal|The three places that specialization occurs. In the top
  49.680 +      box, the toolchain extracts task information useful to the scheduler
  49.681 +      and packages it into the binary, specializing the source to the
  49.682 +      plugin's interface. \ In the middle, the scheduler in the plugin
  49.683 +      retrives the info and uses it to make scheduling decisions,
  49.684 +      specializing the binary to the hardware abstraction. At the bottom, the
  49.685 +      VMS-core implementation hides hardware details behind the interface,
  49.686 +      specializing the hardware to the hardware
  49.687 +      abstraction.|<pageref|auto-6>>
  49.688 +
  49.689 +      <\tuple|normal>
  49.690 +        \;
  49.691 +
  49.692 +        The toolchain is split, the top portion is related to parallelism and
  49.693 +        the bottom portion does sequential compilation of C code. In the top
  49.694 +        box, source code is transformed into C code that has calls inserted.
  49.695 +        They invoke the plugin, during the run, to perform concurrency
  49.696 +        operations, such as synchronizations, sends, receives, publish, and
  49.697 +        so on. The top box also extracts parallelism information from the
  49.698 +        source, and encodes it as implementations of library calls. These are
  49.699 +        later invoked by the plugin to retrieve the information. \ In this
  49.700 +        way, the generated parallelism information passes through any
  49.701 +        standard sequential C compiler, which is the only hardware-specific
  49.702 +        portion.
  49.703 +      </tuple|<pageref|auto-7>>
  49.704 +
  49.705 +      <tuple|normal|Eco-system is composed of toolchains, plugins, and HW
  49.706 +      abstractions. \ Each element, such as a particular plugin or sequential
  49.707 +      C compiler, is supplied by a different physical-world entity, such as a
  49.708 +      company or a research group. \ Elements related to a particular
  49.709 +      language are all shown in the same color, while elements related to the
  49.710 +      same hardware class are also shown in the same color. \ The plugins
  49.711 +      combine a language color with a hardware class color because they
  49.712 +      depend on both. \ As can be seen by the coloring, the toolchain for a
  49.713 +      language is independent of HW except for the sequential C
  49.714 +      compilers.|<pageref|auto-8>>
  49.715 +
  49.716 +      <tuple|normal|<label|figInternals>Internal elements of VMS
  49.717 +      implementation |<pageref|auto-12>>
  49.718 +    </associate>
  49.719 +    <\associate|table>
  49.720 +      <tuple|normal|<label|tabPersonDaysLang>Person-days to design, code, and
  49.721 +      test the library plus plug-in of each language, in the order attempted.
  49.722 +      L.O.C. is lines of (original) code, excluding libraries and
  49.723 +      comments.|<pageref|auto-18>>
  49.724 +
  49.725 +      <tuple|normal|<label|tabOverheadCycles>Cycles of overhead, per
  49.726 +      scheduled slave, consisting of: A) VMS-only cycles spent in VMS portion
  49.727 +      of <with|font-family|<quote|tt>|language|<quote|verbatim>|master_loop>,
  49.728 +      B) time in the <with|font-family|<quote|tt>|language|<quote|verbatim>|core_loop>
  49.729 +      to switch between VPs, C) Language-specific cycles spent in the
  49.730 +      plugin's Request Handler and Scheduler, and D) obtaining the Master
  49.731 +      lock. \ ``comp only'' column is cycles with perfect memory, ``comp +
  49.732 +      mem'' is actual cycles. ``Plugin-concur'' is only concurrency related
  49.733 +      requests, ``plugin-all'' includes create and malloc requests. Numbers
  49.734 +      are to two significant digits due to variability. \ Language overhead
  49.735 +      was measured while running Matrix Multiply.|<pageref|auto-20>>
  49.736 +
  49.737 +      <tuple|normal|<label|tabHeadToHeadVCilk>Head-to-head comparison of exe
  49.738 +      time in seconds for VCilk vs Cilk 5.4 on MM. \ VCilk does 23% worse on
  49.739 +      large matrices that run for several seconds, but 210% better on small
  49.740 +      matrices requiring milliseconds.|<pageref|auto-22>>
  49.741 +
  49.742 +      <tuple|normal|<label|tabVPThreadSync>Rough measurements of cycles to
  49.743 +      perform synchronization primitives. \ For VPThread, the first column
  49.744 +      shows computation time of plugin when all memory accesses hit in the
  49.745 +      cache. The second column is total time, including
  49.746 +      <with|font-family|<quote|tt>|language|<quote|verbatim>|master_loop>,
  49.747 +      <with|font-family|<quote|tt>|language|<quote|verbatim>|core_loop>, and
  49.748 +      the effects of cache and page misses. Pthread times are deduced from
  49.749 +      round-trip experiments. The ratio calculations are pthread vs total
  49.750 +      VPThread.|<pageref|auto-23>>
  49.751 +    </associate>
  49.752 +    <\associate|toc>
  49.753 +      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|1<space|2spc>Overview
  49.754 +      and Motivation> <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  49.755 +      <no-break><pageref|auto-1><vspace|0.5fn>
  49.756 +
  49.757 +      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|2<space|2spc>VMS>
  49.758 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  49.759 +      <no-break><pageref|auto-2><vspace|0.5fn>
  49.760 +
  49.761 +      <with|par-left|<quote|1.5fn>|2.1<space|2spc>Overview of VMS
  49.762 +      \ \ <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  49.763 +      <no-break><pageref|auto-3>>
  49.764 +
  49.765 +      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|3<space|2spc>Specialization>
  49.766 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  49.767 +      <no-break><pageref|auto-4><vspace|0.5fn>
  49.768 +
  49.769 +      <with|par-left|<quote|1.5fn>|3.1<space|2spc>Three-step specialization
  49.770 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  49.771 +      <no-break><pageref|auto-5>>
  49.772 +
  49.773 +      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|4<space|2spc>Eco-System>
  49.774 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  49.775 +      <no-break><pageref|auto-9><vspace|0.5fn>
  49.776 +
  49.777 +      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|5<space|2spc>>
  49.778 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  49.779 +      <no-break><pageref|auto-10><vspace|0.5fn>
  49.780 +
  49.781 +      <with|par-left|<quote|1.5fn>|5.1<space|2spc>Internal Workings of VMS
  49.782 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  49.783 +      <no-break><pageref|auto-11>>
  49.784 +
  49.785 +      <with|par-left|<quote|6fn>|Steps of Operation:
  49.786 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  49.787 +      <no-break><pageref|auto-13><vspace|0.15fn>>
  49.788 +
  49.789 +      <with|par-left|<quote|6fn>|Enabling sequential implementation of
  49.790 +      concurrency semantics: <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  49.791 +      <no-break><pageref|auto-14><vspace|0.15fn>>
  49.792 +
  49.793 +      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|6<space|2spc><label|secResults>Performance>
  49.794 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  49.795 +      <no-break><pageref|auto-15><vspace|0.5fn>
  49.796 +
  49.797 +      <with|par-left|<quote|6fn>|Setup: <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  49.798 +      <no-break><pageref|auto-16><vspace|0.15fn>>
  49.799 +
  49.800 +      <with|par-left|<quote|6fn>|Implementation-Time:
  49.801 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  49.802 +      <no-break><pageref|auto-17><vspace|0.15fn>>
  49.803 +
  49.804 +      <with|par-left|<quote|6fn>|Execution Performance:
  49.805 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  49.806 +      <no-break><pageref|auto-19><vspace|0.15fn>>
  49.807 +
  49.808 +      <with|par-left|<quote|6fn>|Head to Head: VCilk vs Cilk 5.4 \ plus
  49.809 +      \ VPThread vs pthread: <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  49.810 +      <no-break><pageref|auto-21><vspace|0.15fn>>
  49.811 +
  49.812 +      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|7<space|2spc><label|secConclusion>Conclusion>
  49.813 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  49.814 +      <no-break><pageref|auto-24><vspace|0.5fn>
  49.815 +
  49.816 +      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|Bibliography>
  49.817 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  49.818 +      <no-break><pageref|auto-25><vspace|0.5fn>
  49.819 +    </associate>
  49.820 +  </collection>
  49.821 +</auxiliary>
  49.822 \ No newline at end of file
    50.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
    50.2 +++ b/0__Papers/VMS/Languages/SSR/Jan_2011__SSR_parallelism_constructs.tm~	Sun Mar 11 09:26:44 2012 -0700
    50.3 @@ -0,0 +1,818 @@
    50.4 +<TeXmacs|1.0.7.3>
    50.5 +
    50.6 +<style|article>
    50.7 +
    50.8 +<\body>
    50.9 +  <doc-data|<doc-title|An Easy to Use Parallelism
   50.10 +  Library>|<doc-author-data|<author-name|Sean Halle
   50.11 +  >|<author-email|sean.halle@inria.fr>>|<doc-author-data|<author-name|Albert
   50.12 +  Cohen>|<author-email|albert.cohen@inria.fr>>|>
   50.13 +
   50.14 +  <\abstract>
   50.15 +    Locks and condition variables are difficult to use, and many alternatives
   50.16 +    have been proposed. \ This paper presents an additional alternative
   50.17 +    motivated by the synchronous send-receive pattern in process-calculi, and
   50.18 +    implemented with the new VMS extendable virtualization mechanism. It
   50.19 +    includes parallel singletons which are useful when dividing up work among
   50.20 +    cores, as well as atomic function execution and a restricted form of
   50.21 +    nested transactions. \ More importantly, it includes facilities to query
   50.22 +    the nature of the hardware, which allows work to be divided according to
   50.23 +    the hardware characteristics.
   50.24 +
   50.25 +    We give examples of the use of the constructs, details of their
   50.26 +    implementation, and performance numbers.
   50.27 +  </abstract>
   50.28 +
   50.29 +  <section|>
   50.30 +
   50.31 +  \;
   50.32 +
   50.33 +  <section|Background on VMS>
   50.34 +
   50.35 +  \;
   50.36 +
   50.37 +  <section|SSR Parallelism Constructs>
   50.38 +
   50.39 +  <paragraph|Usage Examples:>
   50.40 +
   50.41 +  \;
   50.42 +
   50.43 +  \;
   50.44 +
   50.45 +  \;
   50.46 +
   50.47 +  <\with|par-columns|1>
   50.48 +    <\with|par-columns|2>
   50.49 +      <section|Overview and Motivation>
   50.50 +
   50.51 +      Evidence is mounting that one-stop solutions to performance portability
   50.52 +      fail to address critical real-world patterns -- for example, attempting
   50.53 +      to place the full specialization into the toolchain
   50.54 +      <inactive|<cite|BLIS Hotpar>> requires a central entity that updates
   50.55 +      all toolchains when new hardware becomes available. \ It also requires
   50.56 +      automated re-compile for the new target and automated distribution of
   50.57 +      multiple binaries. Otherwise, the software developers would have no way
   50.58 +      to get their source code to run on new hardware -- their source has to
   50.59 +      be recompiled and the resulting binary distributed. To do this for
   50.60 +      thousands of different software development entities requires
   50.61 +      centralization. But such a centralized approach has technical and
   50.62 +      practical obstacles.
   50.63 +
   50.64 +      Pure runtime based approaches <inactive|<cite|DKU java techreport>>
   50.65 +      imply a single binary, with the only change being the runtime system.
   50.66 +      Without help from the toolchain to extract relevant information and
   50.67 +      prepare it for the runtime, the amount of specialization and its
   50.68 +      effectiveness is limited. \ In addition, the runtime has to be
   50.69 +      separately implemented for every hardware platform, and for every
   50.70 +      language, without much reuse. \ 
   50.71 +
   50.72 +      Finally, hardware abstraction based approaches, such as JIT
   50.73 +      solutions<inactive|<cite|Sejits>>, place all the work of specializing
   50.74 +      into a single place, which makes reuse difficult, forcing extensive
   50.75 +      rewrite of JIT internals for each hardware platform, for each language.
   50.76 +      This software cost is an issue in the embedded space where new hardware
   50.77 +      is introduced often and has a limited market size to amortize the
   50.78 +      software cost. \ In addition, this one-stop approach requires a
   50.79 +      different JIT for each language, because it has to recognize
   50.80 +      language-specific features to specialize -- or else it fails to achieve
   50.81 +      good performance. This requires extensive work, making domain-specific
   50.82 +      languages time-consuming and difficult to develop, and the multiple
   50.83 +      JITs logistically awkward.
   50.84 +
   50.85 +      What's needed is a system that leaves hardware free, language designers
   50.86 +      free, and software developers free, imposing minimal restrictions on
   50.87 +      them, while maximizing reuse of individual efforts and simplifying the
   50.88 +      logistics. It would be merely a support system that makes the work of
   50.89 +      each of those individual groups easier, and makes their independently
   50.90 +      provided pieces naturally support each other.
   50.91 +
   50.92 +      We take the position in this paper that such a support system has to
   50.93 +      operate at all three levels: the language design plus toolchain level;
   50.94 +      the runtime system level; and the hardware abstraction level. \ Sequoia
   50.95 +      <inactive|<cite|>> does this in a limited way. \ We propose a more
   50.96 +      general approach that supports languages without restricting them, has
   50.97 +      more freedom to specialize the runtime, \ and reduces the effort to add
   50.98 +      new target hardware. It takes advantage of VMS (Virtualized
   50.99 +      Master-Slave) [<inactive|<cite|>>], which naturally provides pieces for
  50.100 +      each level, and acts as an organizing principle.
  50.101 +
  50.102 +      Section 2 gives a high-level reveiw of VMS, and Section 3 reviews
  50.103 +      performance portability fundamentals. Section 4 then illustrates how
  50.104 +      VMS can be used to organize an eco-system in which performance
  50.105 +      portability is a reality. Section 5 gives supporing evidence of VMS's
  50.106 +      suitability, with measurements of the time to implement three embedded
  50.107 +      parallel languages, performance numbers for them, and measurements of
  50.108 +      the basic overhead of VMS.
  50.109 +
  50.110 +      <section|VMS>
  50.111 +
  50.112 +      On nomenclature, in this paper we define <em|task> as a 3-tuple -- 1)
  50.113 +      an animation event, 2) a collection of code animated, and 3) a
  50.114 +      collection of information instances that code is animated upon.
  50.115 +      However, we often refer to just the code plus data as a task, with the
  50.116 +      implication that animation will take place in the future. \ This allows
  50.117 +      us to say things like ``we create a task'', meaning we create a
  50.118 +      combination of code plus data with the intent to animate it, and ``we
  50.119 +      assign a task to'' which means we move the code plus data -- but at
  50.120 +      some future time the combination shall be animated, exactly once.
  50.121 +
  50.122 +      <subsection|Overview of VMS \ >Virtualized Master Slave (VMS) is an
  50.123 +      execution model that replaces Threads. \ In effect, it opens up the
  50.124 +      thread-scheduler, letting the language supply its own scheduler that is
  50.125 +      plugged-in. Along with the scheduler, the plugin also contains a
  50.126 +      definition of concurrency constructs, such as publish-subscribe
  50.127 +      channel, or send-receive, or spwan-sync -- the scheduler plus
  50.128 +      concurrency constructs together complete the runtime for a parallel
  50.129 +      language.
  50.130 +
  50.131 +      The plugin is supplied separately from the application, as a dynamic
  50.132 +      library or a device driver, which makes the runtime separately loaded
  50.133 +      onto the hardware, turningit into a new component in the software
  50.134 +      stack.\ 
  50.135 +
  50.136 +      The behavior of the languages's concurrency constructs is implemented
  50.137 +      in the plugin using sequential algorithms, reducing implementation time
  50.138 +      for the concurrency semantics to a matter of days. \ The plugin also
  50.139 +      contains the scheduler, which gives the language control over assigning
  50.140 +      virtual processors to physical cores. On multi-core shared-memory
  50.141 +      machines, the run-time overhead is low, on the order of a few hundred
  50.142 +      nano-seconds per concurrency operation. The VMS model can be
  50.143 +      implemented as a user-space library, or existing OS kernels can be
  50.144 +      converted to the VMS model by opening up their scheduler, and exposing
  50.145 +      the VMS plugin interface.
  50.146 +
  50.147 +      What distinguishes VMS is that it doesn't impose its own concurrency
  50.148 +      semantics, but rather takes them as plugins. \ Hence VMS isn't a
  50.149 +      language, but rather <em|supports> the creation of language runtimes.
  50.150 +      Any language level execution model is implementable as a layer on top
  50.151 +      of VMS, including: Actors <cite|Hewitt10><cite|Actors97>; Components
  50.152 +      <cite|ComponentModel00>; process calculi like CSP <cite|hoare78>, and
  50.153 +      Pi-calculus <cite|milner99>; and coordination languages like Linda
  50.154 +      <cite|Gelernter85Linda>. \ Likewise implementable with VMS are systems
  50.155 +      like TBB and OpenMP, as well as hybrid languages like Sequioa, and
  50.156 +      legacy languages that rely on Threads such as Java, and C/C++ with
  50.157 +      pthreads.
  50.158 +
  50.159 +      <section|Specialization>
  50.160 +
  50.161 +      Portable performance is achieved by specializing the source code to the
  50.162 +      hardware. \ For traditonal sequential source on sequential processors,
  50.163 +      the specialization was the translation to machine code and optimization
  50.164 +      that took place in the compiler.
  50.165 +
  50.166 +      This one-step specialization was sufficient because most of the
  50.167 +      performance portability was provided by using micro-architecture
  50.168 +      hardware techniques underneath a standard instruction-set abstraction.
  50.169 +      This has worked because, before recently, process technology has made
  50.170 +      every generation of sequential processor faster, and parallelism could
  50.171 +      be found at the granularity of single instructions. Also, CPU producers
  50.172 +      have kept their instruction sets relatively fixed.
  50.173 +
  50.174 +      Unfortunately, for larger-granularities of parallelism, such a
  50.175 +      hardware-based approach to performance portability has proven
  50.176 +      infeasible so far. \ We conjecture that the reason is, that larger
  50.177 +      granularity parallelism is tied to the language constructs and to
  50.178 +      application constructs (whereas instruction-level parallelism is tied
  50.179 +      only to the machine-instruction-set constructs). Hence, information
  50.180 +      about the language patterns and application patterns must be available
  50.181 +      in order to exploit these larger granularities. \ The hardware cannot
  50.182 +      make use of the larger granularities because the instruction set
  50.183 +      abstraction provides no means to convey the necessary language and
  50.184 +      application patterns.
  50.185 +
  50.186 +      Following this intuition, we propose that to be effective, a system for
  50.187 +      performance portability for parallel software should have a means of
  50.188 +      identifying language and application constructs and packaging this
  50.189 +      information in a standard format. \ Also, a hardware abstraction should
  50.190 +      be provided that accepts such information and uses it to make
  50.191 +      high-quality decisions about task creation, task sizing, and task
  50.192 +      placement.
  50.193 +
  50.194 +      <subsection|Three-step specialization>
  50.195 +
  50.196 +      VMS fits this proposal by allowing the language toolchain to extract
  50.197 +      the application's task patterns and language patterns, and package them
  50.198 +      in a standard format that any plugin for that language understands. As
  50.199 +      mentioned in the review, the plugin plus VMS implementation represent
  50.200 +      the parallel aspects of the hardware, so each language's plugin defines
  50.201 +      the format of the task info to be handed to the hardware abstraction.
  50.202 +      \ The first step of specializing is thus the extraction of the task
  50.203 +      info by the toolchain.
  50.204 +
  50.205 +      <\with|par-first|0fn>
  50.206 +        <small-figure|<postscript|figures/3_stage_specialization.eps||*6/7||||>|The
  50.207 +        three places that specialization occurs. In the top box, the
  50.208 +        toolchain extracts task information useful to the scheduler and
  50.209 +        packages it into the binary, specializing the source to the plugin's
  50.210 +        interface. \ In the middle, the scheduler in the plugin retrives the
  50.211 +        info and uses it to make scheduling decisions, specializing the
  50.212 +        binary to the hardware abstraction. At the bottom, the VMS-core
  50.213 +        implementation hides hardware details behind the interface,
  50.214 +        specializing the hardware to the hardware abstraction.>
  50.215 +      </with>
  50.216 +
  50.217 +      The second step of specialization is the plugin, which uses the task
  50.218 +      info to make high quality decisions about size and placement of tasks,
  50.219 +      as represented in the middle of figure 2. \ The last step of
  50.220 +      specialization is implementing the VMS abstraction on the particular
  50.221 +      hardware. \ This combination of plugin plus VMS has the same function
  50.222 +      that the instruction set had back in the sequential days -- it provides
  50.223 +      a standard hardware abstraction. \ VMS has the advantage that the
  50.224 +      abstraction is modifiable by choosing the plugin.
  50.225 +
  50.226 +      <\with|par-first|0fn>
  50.227 +        <\small-figure|<postscript|figures/Toolchain.eps||||||>>
  50.228 +          \;
  50.229 +
  50.230 +          The toolchain is split, the top portion is related to parallelism
  50.231 +          and the bottom portion does sequential compilation of C code. In
  50.232 +          the top box, source code is transformed into C code that has calls
  50.233 +          inserted. They invoke the plugin, during the run, to perform
  50.234 +          concurrency operations, such as synchronizations, sends, receives,
  50.235 +          publish, and so on. The top box also extracts parallelism
  50.236 +          information from the source, and encodes it as implementations of
  50.237 +          library calls. These are later invoked by the plugin to retrieve
  50.238 +          the information. \ In this way, the generated parallelism
  50.239 +          information passes through any standard sequential C compiler,
  50.240 +          which is the only hardware-specific portion.
  50.241 +        </small-figure>
  50.242 +      </with>
  50.243 +
  50.244 +      Focusing on the toolchain, we propose breaking it into two sections:
  50.245 +      one for parallelism, the other for sequential. \ The parallelism
  50.246 +      portion extracts the task and language information needed to make high
  50.247 +      quality scheduling decisions. \ The sequential specializes individual
  50.248 +      functions to the sequential cores. \ The parallelism portion remains
  50.249 +      constant across hardware, only the sequential portion changes when the
  50.250 +      instruction-set of the target hardware changes.
  50.251 +
  50.252 +      One possible way to achieve this is to make the parallel portion
  50.253 +      transform the original source to C code with embedded calls to the
  50.254 +      concurrency library functions. \ During this source-to-C-plus-lib-call
  50.255 +      transform, the information is packaged into functions in some way.
  50.256 +      \ The resulting C-plus-lib-calls source is then compiled with the
  50.257 +      sequential C compiler to make a binary, as depicted in Figure X.
  50.258 +
  50.259 +      Meanwhile, the plugins for that language know the names of the library
  50.260 +      functions the task information has been packaged into. \ Hence, when
  50.261 +      the binary is linked to a plugin at load time, the task-info functions
  50.262 +      within the binary become available to the plugin. \ They are then
  50.263 +      called by the plugin during the run to extract the information, to make
  50.264 +      high quality scheduling decisions.
  50.265 +
  50.266 +      This scheme allows unmodified sequential compilers to be used to pass
  50.267 +      the information along, inside of a standard binary format. \ It also
  50.268 +      separates the parallel and sequential portions of the tool chain
  50.269 +      cleanly, so only the relatively simple sequential C compiler changes
  50.270 +      with hardware. \ This scheme also leaves the language designers in
  50.271 +      charge of deciding the nature and definition of the information
  50.272 +      carrying functions.
  50.273 +
  50.274 +      These properties enable reuse of the same parallel portion of the
  50.275 +      toolchain across chips, which is especially valuable in the embedded
  50.276 +      market. \ With the inclusion of real-time aspects, such as latency
  50.277 +      bounds and deadlines, this could dramatically speed up time to market
  50.278 +      and reduce cost of introduction of new embedded chips.
  50.279 +
  50.280 +      This begs the question: what kind of task information is sufficient for
  50.281 +      parallel performance portability across the array of forseeable
  50.282 +      parallel architectures? We propose three kinds of information: 1)
  50.283 +      manipulators, which are able to modify the size of tasks and change the
  50.284 +      way data is accessed, 2) information about the tasks such as type of
  50.285 +      core they run best on, size of data footprint, predicted execution
  50.286 +      time, and 3) real-world constraints that relate to the tasks, such as
  50.287 +      deadlines, maximum latency for data to pass from one point in the
  50.288 +      computation to another, and quality related information. \ Again, it is
  50.289 +      up to the language and plugin to agree on what data is extracted,
  50.290 +      passed, and then used for scheduling. \ Meanwhile, it is up to VMS to
  50.291 +      provide the services and information required by the scheduler to make
  50.292 +      use of the information.
  50.293 +
  50.294 +      As research progresses, additional types of information may become
  50.295 +      necessary, so this flexibility from the plugin system will prove key.
  50.296 +      \ Again, the plugin plus VMS implementation are the hardware
  50.297 +      abstraction -- the parallel equivalent of what the instruction set used
  50.298 +      to be for sequential processors. \ The two define the behavior that the
  50.299 +      binary expects to be present.
  50.300 +
  50.301 +      This, finally, begs the question: what kind of information and services
  50.302 +      must VMS provide to the plugin? It must expose the features of the
  50.303 +      hardware that matter the most to performance (computation, energy, and
  50.304 +      real-world related performance). We suggest that the memory hierarchy
  50.305 +      and communication between the memory pools are the most important
  50.306 +      features for parallel performance. \ However, the VMS interface should
  50.307 +      only expose the portions of memory affectable by a runtime scheduler
  50.308 +      (the register set usage of a sequential processor is fixed by the
  50.309 +      binary and so not exposed).
  50.310 +
  50.311 +      We suggest that most parallel architectures fall into a small number of
  50.312 +      classes, each of which exposes sufficient structure without exposing
  50.313 +      chip-specific details. What's important is the type(s) of cores, the
  50.314 +      pools of memory, and the nature of communication between them. On
  50.315 +      communication, the scheduler can treat the network statistically with
  50.316 +      relatively simple models, independently from the topology, without
  50.317 +      undue loss of performance <inactive|<cite|>>. So the main feature is
  50.318 +      coherent memory vs distributed, which determines whether communication
  50.319 +      can take place by shared variables in the code vs whether it needs
  50.320 +      explicit action.
  50.321 +
  50.322 +      Given this, our proposed list includes: 1) multi-core and many-core
  50.323 +      that share a single coherent memory 2) one or more SIMD units that
  50.324 +      share a single coherent memory 3) collections of those connected by
  50.325 +      shared memory 4) distributed collections of those. Each memory pool,
  50.326 +      such as a cache or scratchpad, is exposed, with the communication costs
  50.327 +      from each pool to each other pool, and whether communication between
  50.328 +      them is automated or explicit. Applying this to known architectures:
  50.329 +      single-socket multi-core systems fall into 1, while adding a GPGPU puts
  50.330 +      them also into 2 and 4. \ The Cell BE is in 1 and 4, as is the SCC.
  50.331 +      \ Larrabee would have been in 1, 2, and 3 but may have been more
  50.332 +      effectively treated as 1, 2, and 4. \ Traditional supercomputers made
  50.333 +      up of shared-memory nodes connected by networks fall into 1 and 4.
  50.334 +
  50.335 +      <\with|par-columns|1>
  50.336 +        <\big-figure>
  50.337 +          <postscript|figures/eco-system.eps|*7/8|*7/8||||>
  50.338 +        </big-figure|Eco-system is composed of toolchains, plugins, and HW
  50.339 +        abstractions. \ Each element, such as a particular plugin or
  50.340 +        sequential C compiler, is supplied by a different physical-world
  50.341 +        entity, such as a company or a research group. \ Elements related to
  50.342 +        a particular language are all shown in the same color, while elements
  50.343 +        related to the same hardware class are also shown in the same color.
  50.344 +        \ The plugins combine a language color with a hardware class color
  50.345 +        because they depend on both. \ As can be seen by the coloring, the
  50.346 +        toolchain for a language is independent of HW except for the
  50.347 +        sequential C compilers.>
  50.348 +      </with>
  50.349 +
  50.350 +      <section|Eco-System>
  50.351 +
  50.352 +      Figure 4 depicts how the pieces all fit together. At the top,
  50.353 +      independent software developers write applications, in a variety of
  50.354 +      languages. Each language defines its own format for conveying
  50.355 +      task-related info. Independently, plugins are implemented that accept
  50.356 +      that format, one plugin for each hardware class. This allows hardware
  50.357 +      manufacturers to supply their own plugins, for unusual hardware
  50.358 +      designs, and still take advantage of the existing application binaries
  50.359 +      (non-standard instruction sets also need an install-time translator).
  50.360 +
  50.361 +      The plugins, in the middle, act as a cross-bar switch, connecting the
  50.362 +      binaries to the hardware abstractions. They are separately distributed
  50.363 +      and loaded onto the hardware, much the way device drivers are
  50.364 +      currently.
  50.365 +
  50.366 +      At the bottom, the hardware abstraction implementations standardize the
  50.367 +      hardware. They are mainly supplied by the hardware manufacturers, but
  50.368 +      open-source implementations will likely also arise.
  50.369 +
  50.370 +      Note that the only software developed for a new HW platform is the
  50.371 +      VMS-core abstraction, sequential C compiler, and a bare-bones OS.
  50.372 +      Existing applications are adpated via the plugin and abstraction.
  50.373 +
  50.374 +      We expect that a small number of HW classes will quickly come to
  50.375 +      dominate, which will encourage later HW development to fit within the
  50.376 +      dominant classes. As a result, a standard set of sequential C compilers
  50.377 +      will emerge, allowing software developers to perform a single
  50.378 +      compilation pass. For fine tuning of <em|sequential> compilation
  50.379 +      choices, we expect install-time binary rewriters or run-time binary
  50.380 +      optimizations.
  50.381 +
  50.382 +      The end-result is that no centralized control is needed. Language
  50.383 +      designers are free to innovate, inventing new concurrency constructs
  50.384 +      and communication abstractions, and need as little as just the set of
  50.385 +      plugins, or just the source-to-C translator to reach all the standard
  50.386 +      hardware platforms. Likewise, hardware manufacturers are free to
  50.387 +      innovate, needing minimal software development for a new chip to enjoy
  50.388 +      access to all the applications.\ 
  50.389 +
  50.390 +      The set of plugins is the key to this portability, and the funnelling
  50.391 +      of many applications to the same parallelism information at the top,
  50.392 +      and many hardware platforms to the same abstraction at the bottom.
  50.393 +    </with>
  50.394 +  </with>
  50.395 +
  50.396 +  <\with|par-columns|2>
  50.397 +    <section|>
  50.398 +
  50.399 +    <\with|par-columns|2>
  50.400 +      <subsection|Internal Workings of VMS>
  50.401 +
  50.402 +      As far as a binary is concerned, the parallel behavior of the hardware
  50.403 +      is represented by the combination of VMS plus the plugin, while the
  50.404 +      \ sequential behavior of the hardware's processing-elements is
  50.405 +      represented by the Instruction Set of each core.
  50.406 +
  50.407 +      The VMS implementation is made up of a master virtual-processor that
  50.408 +      receives and calls the plugin functions, and a ``core-controller'' that
  50.409 +      handles transferring the physical-core between animating the master
  50.410 +      virtual processor and animating the application's virtual processors,
  50.411 +      but according to the decisions the plugin functions make, when called
  50.412 +      by the master VP. As part of invoking a concurrency construct, an
  50.413 +      application VP attaches to itself a request destined for the master VP,
  50.414 +      then suspends. We next review how this request reaches the plugin's
  50.415 +      concurrency-construct implementation, called the requestion handler, by
  50.416 +      walking through the steps VMS takes during operation.
  50.417 +
  50.418 +      <\with|par-first|0fn>
  50.419 +        <\with|par-left|0cm>
  50.420 +          <postscript|figures/VMS-core__internal_workings.eps|*15/16|||||>
  50.421 +        </with>
  50.422 +      </with>
  50.423 +
  50.424 +      <small-figure||<label|figInternals>Internal elements of VMS
  50.425 +      implementation >
  50.426 +
  50.427 +      <paragraph|Steps of Operation:>The steps of operation are numbered in
  50.428 +      Figure <reference|figInternals>. \ Taking them in order, 1)
  50.429 +      <verbatim|master_loop> scans the scheduling slots to see which ones'
  50.430 +      slaves have suspended since the previous scan. \ 2) It hands these to
  50.431 +      the request handler plugged-in. \ \ 3) The data in the request causes
  50.432 +      manipulation of the data structures within the semantic state. \ These
  50.433 +      structures hold all the slaves currently in the blocked state. \ 4)
  50.434 +      Requests cause slaves to be moved to the ready-container, which was
  50.435 +      implemented as an array of simple queues, one to each physical core.
  50.436 +      Which core receives the slave is under plugin control, determined by a
  50.437 +      combination of request contents, semantic state and physical state. 5)
  50.438 +      During the scan, the <verbatim|master_loop> also looks for empty slots.
  50.439 +      It calls the scheduler plug-in function, which chooses a slave from the
  50.440 +      ready container. \ 6) The <verbatim|master_loop> then places the slave
  50.441 +      VP's pointer into the scheduling slot, making it available to the
  50.442 +      <verbatim|core_loop>. \ 7) When done with the scan, <verbatim|masterVP>
  50.443 +      suspends, switching animation back to the <verbatim|core_loop>. \ 8)
  50.444 +      <verbatim|core_loop> takes slave VPs out of the slots, then 9) switches
  50.445 +      animation to them. \ 10) When a slave self-suspends, animation returns
  50.446 +      to the <verbatim|core_loop>, which picks another, until 11) all slots
  50.447 +      are empty and the <verbatim|core_loop> switches animation to the
  50.448 +      <verbatim|masterVP>.
  50.449 +
  50.450 +      <paragraph|Enabling sequential implementation of concurrency
  50.451 +      semantics:>All of that happens on each core separately, but in this
  50.452 +      particular implementation we use a central <verbatim|masterLock> to
  50.453 +      ensure that only one core's <verbatim|masterVP> can be active at any
  50.454 +      time. \ This guarantees non-overlap of trace-segments from different
  50.455 +      <verbatim|masterVP>s, allowing the plugins to use sequential
  50.456 +      algorithms, without a performance penalty, as verified in Section 5.
  50.457 +    </with>
  50.458 +
  50.459 +    <section|<label|secResults>Performance>
  50.460 +
  50.461 +    <paragraph|Setup:>We implemented blocked dense matrix multiply and ran on
  50.462 +    a Core2Quad 2.4Ghz chip.
  50.463 +
  50.464 +    <paragraph|Implementation-Time:>Time to implement the runtime for the
  50.465 +    three parallel languages averages 2 days. \ As an example of
  50.466 +    productivity, adding nested transactions, parallel singleton, and atomic
  50.467 +    function-execution to SSR required a single afternoon, totaling less than
  50.468 +    100 lines of C code. Table <reference|tabPersonDaysLang> summarizes
  50.469 +    implementation times.
  50.470 +
  50.471 +    <tabular|<tformat|<table|<row|<cell|<small-table|<tabular|<tformat|<twith|table-lborder|.05fn>|<twith|table-rborder|.05fn>|<twith|table-bborder|.05fn>|<twith|table-tborder|.05fn>|<table|<row|<cell|>|<cell|SSR>|<cell|VPThread>|<cell|VCilk>>|<row|<cell|Design>|<cell|4>|<cell|1>|<cell|0.5>>|<row|<cell|Code>|<cell|2>|<cell|0.5>|<cell|0.5>>|<row|<cell|Test>|<cell|1>|<cell|0.5>|<cell|0.5>>|<row|<cell|L.O.C.>|<cell|470>|<cell|290>|<cell|310>>>>>|<label|tabPersonDaysLang>Person-days
  50.472 +    to design, code, and test the library plus plug-in of each language, in
  50.473 +    the order attempted. L.O.C. is lines of (original) code, excluding
  50.474 +    libraries and comments.>>>>>>
  50.475 +
  50.476 +    <paragraph|Execution Performance:> \ seen in Table
  50.477 +    <reference|tabOverheadCycles>.
  50.478 +
  50.479 +    The code has not been designed for speed, but rather to be easy to
  50.480 +    understand and modify. In particular, the schedulers are simple queues
  50.481 +    with no optimization for performance.
  50.482 +
  50.483 +    <\with|par-mode|left>
  50.484 +      <tabular|<tformat|<table|<row|<cell|<small-table|<tabular|<tformat|<cwith|3|18|4|5|cell-halign|r>|<cwith|1|1|4|5|cell-halign|r>|<cwith|10|10|1|4|cell-tborder|.05fn>|<cwith|13|13|1|4|cell-tborder|.05fn>|<cwith|16|16|1|4|cell-tborder|.05fn>|<cwith|18|18|1|4|cell-bborder|.05fn>|<cwith|7|7|4|4|cell-halign|r>|<cwith|1|18|3|3|cell-halign|r>|<twith|table-lborder|.05fn>|<twith|table-rborder|.05fn>|<twith|table-bborder|.05fn>|<twith|table-tborder|.05fn>|<table|<row|<cell|>|<cell|>|<cell|comp>|<cell|comp>>|<row|<cell|VMS
  50.485 +      Only:>|<cell|>|<cell|only>|<cell|+mem>>|<row|<cell|<verbatim|master_loop>>|<cell|>|<cell|91>|<cell|
  50.486 +      \ 110>>|<row|<cell|switch VPs>|<cell|>|<cell|77>|<cell|
  50.487 +      \ 130>>|<row|<cell|>|<cell|>|<cell|>|<cell|>>|<row|<cell|(malloc)>|<cell|>|<cell|160>|<cell|2300>>|<row|<cell|(create
  50.488 +      VP)>|<cell|>|<cell|540>|<cell|3800>>|<row|<cell|>|<cell|>|<cell|>|<cell|>>|<row|<cell|Language:>|<cell|>|<cell|>|<cell|>>|<row|<cell|SSR>|<cell|plugin
  50.489 +      -- concur>|<cell|190>|<cell|540>>|<row|<cell|>|<cell|plugin --
  50.490 +      all>|<cell|530>|<cell|2200>>|<row|<cell|>|<cell|lock>|<cell|>|<cell|
  50.491 +      250>>|<row|<cell|VPThread>|<cell|plugin --
  50.492 +      concur>|<cell|66>|<cell|710>>|<row|<cell|>|<cell|plugin --
  50.493 +      all>|<cell|180>|<cell|1500>>|<row|<cell|>|<cell|lock>|<cell|>|<cell|
  50.494 +      250>>|<row|<cell|VCilk>|<cell|plugin --
  50.495 +      concur>|<cell|65>|<cell|260>>|<row|<cell|>|<cell|plugin --
  50.496 +      all>|<cell|330>|<cell|1800>>|<row|<cell|>|<cell|lock>|<cell|>|<cell|
  50.497 +      250>>>>>|<label|tabOverheadCycles>Cycles of overhead, per scheduled
  50.498 +      slave, consisting of: A) VMS-only cycles spent in VMS portion of
  50.499 +      <verbatim|master_loop>, B) time in the <verbatim|core_loop> to switch
  50.500 +      between VPs, C) Language-specific cycles spent in the plugin's Request
  50.501 +      Handler and Scheduler, and D) obtaining the Master lock. \ ``comp
  50.502 +      only'' column is cycles with perfect memory, ``comp + mem'' is actual
  50.503 +      cycles. ``Plugin-concur'' is only concurrency related requests,
  50.504 +      ``plugin-all'' includes create and malloc requests. Numbers are to two
  50.505 +      significant digits due to variability. \ Language overhead was measured
  50.506 +      while running Matrix Multiply.>>>>>>
  50.507 +    </with>
  50.508 +
  50.509 +    <paragraph|Head to Head: VCilk vs Cilk 5.4 \ plus \ VPThread vs
  50.510 +    pthread:>We compare our implementation of the <verbatim|spawn> and
  50.511 +    <verbatim|sync> constructs against the distributed version of Cilk, in
  50.512 +    Table <reference|tabHeadToHeadVCilk>, which shows that the same
  50.513 +    application code has similar performance.
  50.514 +
  50.515 +    <tabular|<tformat|<table|<row|<cell|<small-table|<tabular|<tformat|<cwith|8|8|1|4|cell-tborder|.05fn>|<cwith|4|4|1|4|cell-tborder|.05fn>|<cwith|2|2|1|4|cell-tborder|.05fn>|<cwith|2|9|2|2|cell-lborder|.05fn>|<cwith|7|7|2|2|cell-lborder|.05fn>|<cwith|6|6|2|3|cell-tborder|.05fn>|<cwith|6|6|2|2|cell-lborder|.05fn>|<cwith|6|6|4|4|cell-tborder|.05fn>|<cwith|6|6|1|1|cell-tborder|.05fn>|<cwith|9|9|1|3|cell-bborder|.05fn>|<twith|table-lborder|.05fn>|<twith|table-rborder|.05fn>|<twith|table-bborder|.05fn>|<twith|table-tborder|.05fn>|<table|<row|<cell|Matrix
  50.516 +    size>|<cell|>|<cell|>>|<row|<cell|81x81>|<cell|Cilk>|<cell|.017>>|<row|<cell|>|<cell|VCilk>|<cell|.008>>|<row|<cell|324x324>|<cell|Cilk>|<cell|.13>>|<row|<cell|>|<cell|VCilk>|<cell|.13>>|<row|<cell|648x648>|<cell|Cilk>|<cell|.71>>|<row|<cell|>|<cell|VCilk>|<cell|.85>>|<row|<cell|1296x1296>|<cell|Cilk>|<cell|4.8>>|<row|<cell|>|<cell|VCilk>|<cell|6.2>>>>>|<label|tabHeadToHeadVCilk>Head-to-head
  50.517 +    comparison of exe time in seconds for VCilk vs Cilk 5.4 on MM. \ VCilk
  50.518 +    does 23% worse on large matrices that run for several seconds, but 210%
  50.519 +    better on small matrices requiring milliseconds.>>>>>>
  50.520 +
  50.521 +    \;
  50.522 +
  50.523 +    Versus pthreads, our VMS based implementation has more than an order of
  50.524 +    magnitude better overhead per invocation of mutex or condition variable
  50.525 +    functionality, as seen in Table <reference|tabVPThreadSync>.
  50.526 +
  50.527 +    <\with|par-mode|left>
  50.528 +      <tabular|<tformat|<table|<row|<cell|<small-table|<tabular|<tformat|<cwith|4|7|2|5|cell-halign|r>|<cwith|6|6|4|5|cell-halign|r>|<cwith|1|1|2|2|cell-width|2.7fn>|<cwith|1|1|2|2|cell-hmode|exact>|<cwith|2|3|2|3|cell-halign|r>|<twith|table-lborder|.05fn>|<twith|table-rborder|.05fn>|<twith|table-bborder|.05fn>|<twith|table-tborder|.05fn>|<cwith|4|4|1|5|cell-tborder|.05fn>|<cwith|2|2|2|5|cell-tborder|.05fn>|<cwith|1|7|4|4|cell-lborder|.05fn>|<cwith|1|7|4|4|cell-rborder|.05fn>|<table|<row|<cell|>|<cell|
  50.529 +      VPThread>|<cell|>|<cell|pthread>|<cell|ratio>>|<row|<cell|>|<cell|comp>|<cell|total>|<cell|>|<cell|>>|<row|<cell|>|<cell|only>|<cell|>|<cell|>|<cell|>>|<row|<cell|mutex_lock>|<cell|85>|<cell|1050>|<cell|50,000>|<cell|48:1>>|<row|<cell|mutex_unlock>|<cell|85>|<cell|610>|<cell|45,000>|<cell|74:1>>|<row|<cell|cond_wait
  50.530 +      >|<cell|85>|<cell|850>|<cell|60,000>|<cell|71:1>>|<row|<cell|cond_signal>|<cell|90>|<cell|650>|<cell|60,000>|<cell|92:1>>>>>|<label|tabVPThreadSync>Rough
  50.531 +      measurements of cycles to perform synchronization primitives. \ For
  50.532 +      VPThread, the first column shows computation time of plugin when all
  50.533 +      memory accesses hit in the cache. The second column is total time,
  50.534 +      including <verbatim|master_loop>, <verbatim|core_loop>, and the effects
  50.535 +      of cache and page misses. Pthread times are deduced from round-trip
  50.536 +      experiments. The ratio calculations are pthread vs total
  50.537 +      VPThread.>>>>>>
  50.538 +    </with>
  50.539 +
  50.540 +    <section|<label|secConclusion>Conclusion>
  50.541 +
  50.542 +    This is a position paper, merely a suggestion for a large scale
  50.543 +    organizing principle by which real-world entities can cooperatively
  50.544 +    achieve performance portability. The key pattern is the funnelling of
  50.545 +    many applications to the same parallelism information at the top, the
  50.546 +    funnelling of many hardware platforms to the same abstraction at the
  50.547 +    bottom, and the set of plugins that connect the two ends.
  50.548 +  </with>
  50.549 +
  50.550 +  <\bibliography|bib|Helpers/plain|Helpers/Bib_for_papers.bib>
  50.551 +    \;
  50.552 +  </bibliography>
  50.553 +
  50.554 +  \;
  50.555 +
  50.556 +  \;
  50.557 +</body>
  50.558 +
  50.559 +<\initial>
  50.560 +  <\collection>
  50.561 +    <associate|font-base-size|9>
  50.562 +    <associate|language|american>
  50.563 +    <associate|page-breaking|sloppy>
  50.564 +    <associate|page-extend|2fn>
  50.565 +    <associate|page-flexibility|1.0>
  50.566 +    <associate|page-medium|paper>
  50.567 +    <associate|page-screen-margin|true>
  50.568 +    <associate|page-show-hf|true>
  50.569 +    <associate|page-shrink|0fn>
  50.570 +    <associate|page-type|letter>
  50.571 +    <associate|preamble|false>
  50.572 +  </collection>
  50.573 +</initial>
  50.574 +
  50.575 +<\references>
  50.576 +  <\collection>
  50.577 +    <associate|auto-1|<tuple|1|1>>
  50.578 +    <associate|auto-10|<tuple|1|4>>
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  50.608 +    <associate|auto-38|<tuple|8|10>>
  50.609 +    <associate|auto-39|<tuple|9|10>>
  50.610 +    <associate|auto-4|<tuple|1|2>>
  50.611 +    <associate|auto-40|<tuple|9|10>>
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  50.613 +    <associate|auto-42|<tuple|9|10>>
  50.614 +    <associate|auto-43|<tuple|9|10>>
  50.615 +    <associate|auto-44|<tuple|16|10>>
  50.616 +    <associate|auto-45|<tuple|3|10>>
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  50.622 +    <associate|auto-50|<tuple|9|?>>
  50.623 +    <associate|auto-51|<tuple|9|?>>
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  50.625 +    <associate|auto-6|<tuple|5|2>>
  50.626 +    <associate|auto-7|<tuple|5.1|3>>
  50.627 +    <associate|auto-8|<tuple|6|4>>
  50.628 +    <associate|auto-9|<tuple|6.1|4>>
  50.629 +    <associate|bib-Actors97|<tuple|1|10>>
  50.630 +    <associate|bib-CILKHome|<tuple|6|10>>
  50.631 +    <associate|bib-ComponentModel00|<tuple|11|10>>
  50.632 +    <associate|bib-Conway63|<tuple|2|10>>
  50.633 +    <associate|bib-Dijkstra67|<tuple|4|10>>
  50.634 +    <associate|bib-Gelernter85Linda|<tuple|5|10>>
  50.635 +    <associate|bib-Hewitt10|<tuple|8|10>>
  50.636 +    <associate|bib-Lamport78|<tuple|6|11>>
  50.637 +    <associate|bib-Lamport87|<tuple|10|10>>
  50.638 +    <associate|bib-OpenMPHome|<tuple|14|10>>
  50.639 +    <associate|bib-TBBHome|<tuple|3|10>>
  50.640 +    <associate|bib-VMSHome|<tuple|7|10>>
  50.641 +    <associate|bib-hoare78|<tuple|9|10>>
  50.642 +    <associate|bib-milner80|<tuple|12|10>>
  50.643 +    <associate|bib-milner99|<tuple|13|10>>
  50.644 +    <associate|figAppFlow|<tuple|5|6>>
  50.645 +    <associate|figInternals|<tuple|4|4>>
  50.646 +    <associate|figMasterSplit|<tuple|6|6>>
  50.647 +    <associate|figTimeMapping|<tuple|6|4>>
  50.648 +    <associate|secAbsModel|<tuple|6|4>>
  50.649 +    <associate|secApp|<tuple|6|7>>
  50.650 +    <associate|secConclusion|<tuple|10|6>>
  50.651 +    <associate|secInternal|<tuple|3|4>>
  50.652 +    <associate|secLib|<tuple|6|8>>
  50.653 +    <associate|secOS|<tuple|5.2|10>>
  50.654 +    <associate|secResults|<tuple|10|5>>
  50.655 +    <associate|tabHeadToHeadVCilk|<tuple|3|5>>
  50.656 +    <associate|tabMasterCycles|<tuple|2|?>>
  50.657 +    <associate|tabOverheadCycles|<tuple|2|5>>
  50.658 +    <associate|tabPersonDaysLang|<tuple|1|5>>
  50.659 +    <associate|tabVPThreadSync|<tuple|4|6>>
  50.660 +  </collection>
  50.661 +</references>
  50.662 +
  50.663 +<\auxiliary>
  50.664 +  <\collection>
  50.665 +    <\associate|bib>
  50.666 +      Hewitt10
  50.667 +
  50.668 +      Actors97
  50.669 +
  50.670 +      ComponentModel00
  50.671 +
  50.672 +      hoare78
  50.673 +
  50.674 +      milner99
  50.675 +
  50.676 +      Gelernter85Linda
  50.677 +    </associate>
  50.678 +    <\associate|figure>
  50.679 +      <tuple|normal|The three places that specialization occurs. In the top
  50.680 +      box, the toolchain extracts task information useful to the scheduler
  50.681 +      and packages it into the binary, specializing the source to the
  50.682 +      plugin's interface. \ In the middle, the scheduler in the plugin
  50.683 +      retrives the info and uses it to make scheduling decisions,
  50.684 +      specializing the binary to the hardware abstraction. At the bottom, the
  50.685 +      VMS-core implementation hides hardware details behind the interface,
  50.686 +      specializing the hardware to the hardware
  50.687 +      abstraction.|<pageref|auto-6>>
  50.688 +
  50.689 +      <\tuple|normal>
  50.690 +        \;
  50.691 +
  50.692 +        The toolchain is split, the top portion is related to parallelism and
  50.693 +        the bottom portion does sequential compilation of C code. In the top
  50.694 +        box, source code is transformed into C code that has calls inserted.
  50.695 +        They invoke the plugin, during the run, to perform concurrency
  50.696 +        operations, such as synchronizations, sends, receives, publish, and
  50.697 +        so on. The top box also extracts parallelism information from the
  50.698 +        source, and encodes it as implementations of library calls. These are
  50.699 +        later invoked by the plugin to retrieve the information. \ In this
  50.700 +        way, the generated parallelism information passes through any
  50.701 +        standard sequential C compiler, which is the only hardware-specific
  50.702 +        portion.
  50.703 +      </tuple|<pageref|auto-7>>
  50.704 +
  50.705 +      <tuple|normal|Eco-system is composed of toolchains, plugins, and HW
  50.706 +      abstractions. \ Each element, such as a particular plugin or sequential
  50.707 +      C compiler, is supplied by a different physical-world entity, such as a
  50.708 +      company or a research group. \ Elements related to a particular
  50.709 +      language are all shown in the same color, while elements related to the
  50.710 +      same hardware class are also shown in the same color. \ The plugins
  50.711 +      combine a language color with a hardware class color because they
  50.712 +      depend on both. \ As can be seen by the coloring, the toolchain for a
  50.713 +      language is independent of HW except for the sequential C
  50.714 +      compilers.|<pageref|auto-8>>
  50.715 +
  50.716 +      <tuple|normal|<label|figInternals>Internal elements of VMS
  50.717 +      implementation |<pageref|auto-12>>
  50.718 +    </associate>
  50.719 +    <\associate|table>
  50.720 +      <tuple|normal|<label|tabPersonDaysLang>Person-days to design, code, and
  50.721 +      test the library plus plug-in of each language, in the order attempted.
  50.722 +      L.O.C. is lines of (original) code, excluding libraries and
  50.723 +      comments.|<pageref|auto-18>>
  50.724 +
  50.725 +      <tuple|normal|<label|tabOverheadCycles>Cycles of overhead, per
  50.726 +      scheduled slave, consisting of: A) VMS-only cycles spent in VMS portion
  50.727 +      of <with|font-family|<quote|tt>|language|<quote|verbatim>|master_loop>,
  50.728 +      B) time in the <with|font-family|<quote|tt>|language|<quote|verbatim>|core_loop>
  50.729 +      to switch between VPs, C) Language-specific cycles spent in the
  50.730 +      plugin's Request Handler and Scheduler, and D) obtaining the Master
  50.731 +      lock. \ ``comp only'' column is cycles with perfect memory, ``comp +
  50.732 +      mem'' is actual cycles. ``Plugin-concur'' is only concurrency related
  50.733 +      requests, ``plugin-all'' includes create and malloc requests. Numbers
  50.734 +      are to two significant digits due to variability. \ Language overhead
  50.735 +      was measured while running Matrix Multiply.|<pageref|auto-20>>
  50.736 +
  50.737 +      <tuple|normal|<label|tabHeadToHeadVCilk>Head-to-head comparison of exe
  50.738 +      time in seconds for VCilk vs Cilk 5.4 on MM. \ VCilk does 23% worse on
  50.739 +      large matrices that run for several seconds, but 210% better on small
  50.740 +      matrices requiring milliseconds.|<pageref|auto-22>>
  50.741 +
  50.742 +      <tuple|normal|<label|tabVPThreadSync>Rough measurements of cycles to
  50.743 +      perform synchronization primitives. \ For VPThread, the first column
  50.744 +      shows computation time of plugin when all memory accesses hit in the
  50.745 +      cache. The second column is total time, including
  50.746 +      <with|font-family|<quote|tt>|language|<quote|verbatim>|master_loop>,
  50.747 +      <with|font-family|<quote|tt>|language|<quote|verbatim>|core_loop>, and
  50.748 +      the effects of cache and page misses. Pthread times are deduced from
  50.749 +      round-trip experiments. The ratio calculations are pthread vs total
  50.750 +      VPThread.|<pageref|auto-23>>
  50.751 +    </associate>
  50.752 +    <\associate|toc>
  50.753 +      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|1<space|2spc>Overview
  50.754 +      and Motivation> <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  50.755 +      <no-break><pageref|auto-1><vspace|0.5fn>
  50.756 +
  50.757 +      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|2<space|2spc>VMS>
  50.758 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  50.759 +      <no-break><pageref|auto-2><vspace|0.5fn>
  50.760 +
  50.761 +      <with|par-left|<quote|1.5fn>|2.1<space|2spc>Overview of VMS
  50.762 +      \ \ <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  50.763 +      <no-break><pageref|auto-3>>
  50.764 +
  50.765 +      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|3<space|2spc>Specialization>
  50.766 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  50.767 +      <no-break><pageref|auto-4><vspace|0.5fn>
  50.768 +
  50.769 +      <with|par-left|<quote|1.5fn>|3.1<space|2spc>Three-step specialization
  50.770 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  50.771 +      <no-break><pageref|auto-5>>
  50.772 +
  50.773 +      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|4<space|2spc>Eco-System>
  50.774 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  50.775 +      <no-break><pageref|auto-9><vspace|0.5fn>
  50.776 +
  50.777 +      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|5<space|2spc>>
  50.778 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  50.779 +      <no-break><pageref|auto-10><vspace|0.5fn>
  50.780 +
  50.781 +      <with|par-left|<quote|1.5fn>|5.1<space|2spc>Internal Workings of VMS
  50.782 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  50.783 +      <no-break><pageref|auto-11>>
  50.784 +
  50.785 +      <with|par-left|<quote|6fn>|Steps of Operation:
  50.786 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  50.787 +      <no-break><pageref|auto-13><vspace|0.15fn>>
  50.788 +
  50.789 +      <with|par-left|<quote|6fn>|Enabling sequential implementation of
  50.790 +      concurrency semantics: <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  50.791 +      <no-break><pageref|auto-14><vspace|0.15fn>>
  50.792 +
  50.793 +      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|6<space|2spc><label|secResults>Performance>
  50.794 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  50.795 +      <no-break><pageref|auto-15><vspace|0.5fn>
  50.796 +
  50.797 +      <with|par-left|<quote|6fn>|Setup: <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  50.798 +      <no-break><pageref|auto-16><vspace|0.15fn>>
  50.799 +
  50.800 +      <with|par-left|<quote|6fn>|Implementation-Time:
  50.801 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  50.802 +      <no-break><pageref|auto-17><vspace|0.15fn>>
  50.803 +
  50.804 +      <with|par-left|<quote|6fn>|Execution Performance:
  50.805 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  50.806 +      <no-break><pageref|auto-19><vspace|0.15fn>>
  50.807 +
  50.808 +      <with|par-left|<quote|6fn>|Head to Head: VCilk vs Cilk 5.4 \ plus
  50.809 +      \ VPThread vs pthread: <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  50.810 +      <no-break><pageref|auto-21><vspace|0.15fn>>
  50.811 +
  50.812 +      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|7<space|2spc><label|secConclusion>Conclusion>
  50.813 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  50.814 +      <no-break><pageref|auto-24><vspace|0.5fn>
  50.815 +
  50.816 +      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|Bibliography>
  50.817 +      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  50.818 +      <no-break><pageref|auto-25><vspace|0.5fn>
  50.819 +    </associate>
  50.820 +  </collection>
  50.821 +</auxiliary>
  50.822 \ No newline at end of file
    51.1 --- a/0__Papers/VMS/SSR/Jan_2011__SSR_parallelism_constructs.tm	Thu Feb 02 12:22:53 2012 -0800
    51.2 +++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
    51.3 @@ -1,818 +0,0 @@
    51.4 -<TeXmacs|1.0.7.3>
    51.5 -
    51.6 -<style|article>
    51.7 -
    51.8 -<\body>
    51.9 -  <doc-data|<doc-title|SSR: \ An Easy to Use Parallelism
   51.10 -  Library>|<doc-author-data|<author-name|Sean Halle
   51.11 -  >|<author-email|sean.halle@inria.fr>>|<doc-author-data|<author-name|Albert
   51.12 -  Cohen>|<author-email|albert.cohen@inria.fr>>|>
   51.13 -
   51.14 -  <\abstract>
   51.15 -    Locks and condition variables are difficult to use, and many alternatives
   51.16 -    have been proposed. \ This paper presents an additional alternative
   51.17 -    motivated by the synchronous send-receive pattern in process-calculi, and
   51.18 -    implemented with the new VMS extendable virtualization mechanism. It
   51.19 -    includes parallel singletons which are useful when dividing up work among
   51.20 -    cores, as well as atomic function execution and a restricted form of
   51.21 -    nested transactions. \ More importantly, it includes facilities to query
   51.22 -    the nature of the hardware, which allows work to be divided according to
   51.23 -    the hardware characteristics.
   51.24 -
   51.25 -    We give examples of the use of the constructs, details of their
   51.26 -    implementation, and performance numbers.
   51.27 -  </abstract>
   51.28 -
   51.29 -  <section|>
   51.30 -
   51.31 -  \;
   51.32 -
   51.33 -  <section|Background on VMS>
   51.34 -
   51.35 -  \;
   51.36 -
   51.37 -  <section|SSR Parallelism Constructs>
   51.38 -
   51.39 -  <paragraph|Usage Examples:>
   51.40 -
   51.41 -  \;
   51.42 -
   51.43 -  \;
   51.44 -
   51.45 -  \;
   51.46 -
   51.47 -  <\with|par-columns|1>
   51.48 -    <\with|par-columns|2>
   51.49 -      <section|Overview and Motivation>
   51.50 -
   51.51 -      Evidence is mounting that one-stop solutions to performance portability
   51.52 -      fail to address critical real-world patterns -- for example, attempting
   51.53 -      to place the full specialization into the toolchain
   51.54 -      <inactive|<cite|BLIS Hotpar>> requires a central entity that updates
   51.55 -      all toolchains when new hardware becomes available. \ It also requires
   51.56 -      automated re-compile for the new target and automated distribution of
   51.57 -      multiple binaries. Otherwise, the software developers would have no way
   51.58 -      to get their source code to run on new hardware -- their source has to
   51.59 -      be recompiled and the resulting binary distributed. To do this for
   51.60 -      thousands of different software development entities requires
   51.61 -      centralization. But such a centralized approach has technical and
   51.62 -      practical obstacles.
   51.63 -
   51.64 -      Pure runtime based approaches <inactive|<cite|DKU java techreport>>
   51.65 -      imply a single binary, with the only change being the runtime system.
   51.66 -      Without help from the toolchain to extract relevant information and
   51.67 -      prepare it for the runtime, the amount of specialization and its
   51.68 -      effectiveness is limited. \ In addition, the runtime has to be
   51.69 -      separately implemented for every hardware platform, and for every
   51.70 -      language, without much reuse. \ 
   51.71 -
   51.72 -      Finally, hardware abstraction based approaches, such as JIT
   51.73 -      solutions<inactive|<cite|Sejits>>, place all the work of specializing
   51.74 -      into a single place, which makes reuse difficult, forcing extensive
   51.75 -      rewrite of JIT internals for each hardware platform, for each language.
   51.76 -      This software cost is an issue in the embedded space where new hardware
   51.77 -      is introduced often and has a limited market size to amortize the
   51.78 -      software cost. \ In addition, this one-stop approach requires a
   51.79 -      different JIT for each language, because it has to recognize
   51.80 -      language-specific features to specialize -- or else it fails to achieve
   51.81 -      good performance. This requires extensive work, making domain-specific
   51.82 -      languages time-consuming and difficult to develop, and the multiple
   51.83 -      JITs logistically awkward.
   51.84 -
   51.85 -      What's needed is a system that leaves hardware free, language designers
   51.86 -      free, and software developers free, imposing minimal restrictions on
   51.87 -      them, while maximizing reuse of individual efforts and simplifying the
   51.88 -      logistics. It would be merely a support system that makes the work of
   51.89 -      each of those individual groups easier, and makes their independently
   51.90 -      provided pieces naturally support each other.
   51.91 -
   51.92 -      We take the position in this paper that such a support system has to
   51.93 -      operate at all three levels: the language design plus toolchain level;
   51.94 -      the runtime system level; and the hardware abstraction level. \ Sequoia
   51.95 -      <inactive|<cite|>> does this in a limited way. \ We propose a more
   51.96 -      general approach that supports languages without restricting them, has
   51.97 -      more freedom to specialize the runtime, \ and reduces the effort to add
   51.98 -      new target hardware. It takes advantage of VMS (Virtualized
   51.99 -      Master-Slave) [<inactive|<cite|>>], which naturally provides pieces for
  51.100 -      each level, and acts as an organizing principle.
  51.101 -
  51.102 -      Section 2 gives a high-level reveiw of VMS, and Section 3 reviews
  51.103 -      performance portability fundamentals. Section 4 then illustrates how
  51.104 -      VMS can be used to organize an eco-system in which performance
  51.105 -      portability is a reality. Section 5 gives supporing evidence of VMS's
  51.106 -      suitability, with measurements of the time to implement three embedded
  51.107 -      parallel languages, performance numbers for them, and measurements of
  51.108 -      the basic overhead of VMS.
  51.109 -
  51.110 -      <section|VMS>
  51.111 -
  51.112 -      On nomenclature, in this paper we define <em|task> as a 3-tuple -- 1)
  51.113 -      an animation event, 2) a collection of code animated, and 3) a
  51.114 -      collection of information instances that code is animated upon.
  51.115 -      However, we often refer to just the code plus data as a task, with the
  51.116 -      implication that animation will take place in the future. \ This allows
  51.117 -      us to say things like ``we create a task'', meaning we create a
  51.118 -      combination of code plus data with the intent to animate it, and ``we
  51.119 -      assign a task to'' which means we move the code plus data -- but at
  51.120 -      some future time the combination shall be animated, exactly once.
  51.121 -
  51.122 -      <subsection|Overview of VMS \ >Virtualized Master Slave (VMS) is an
  51.123 -      execution model that replaces Threads. \ In effect, it opens up the
  51.124 -      thread-scheduler, letting the language supply its own scheduler that is
  51.125 -      plugged-in. Along with the scheduler, the plugin also contains a
  51.126 -      definition of concurrency constructs, such as publish-subscribe
  51.127 -      channel, or send-receive, or spwan-sync -- the scheduler plus
  51.128 -      concurrency constructs together complete the runtime for a parallel
  51.129 -      language.
  51.130 -
  51.131 -      The plugin is supplied separately from the application, as a dynamic
  51.132 -      library or a device driver, which makes the runtime separately loaded
  51.133 -      onto the hardware, turningit into a new component in the software
  51.134 -      stack.\ 
  51.135 -
  51.136 -      The behavior of the languages's concurrency constructs is implemented
  51.137 -      in the plugin using sequential algorithms, reducing implementation time
  51.138 -      for the concurrency semantics to a matter of days. \ The plugin also
  51.139 -      contains the scheduler, which gives the language control over assigning
  51.140 -      virtual processors to physical cores. On multi-core shared-memory
  51.141 -      machines, the run-time overhead is low, on the order of a few hundred
  51.142 -      nano-seconds per concurrency operation. The VMS model can be
  51.143 -      implemented as a user-space library, or existing OS kernels can be
  51.144 -      converted to the VMS model by opening up their scheduler, and exposing
  51.145 -      the VMS plugin interface.
  51.146 -
  51.147 -      What distinguishes VMS is that it doesn't impose its own concurrency
  51.148 -      semantics, but rather takes them as plugins. \ Hence VMS isn't a
  51.149 -      language, but rather <em|supports> the creation of language runtimes.
  51.150 -      Any language level execution model is implementable as a layer on top
  51.151 -      of VMS, including: Actors <cite|Hewitt10><cite|Actors97>; Components
  51.152 -      <cite|ComponentModel00>; process calculi like CSP <cite|hoare78>, and
  51.153 -      Pi-calculus <cite|milner99>; and coordination languages like Linda
  51.154 -      <cite|Gelernter85Linda>. \ Likewise implementable with VMS are systems
  51.155 -      like TBB and OpenMP, as well as hybrid languages like Sequioa, and
  51.156 -      legacy languages that rely on Threads such as Java, and C/C++ with
  51.157 -      pthreads.
  51.158 -
  51.159 -      <section|Specialization>
  51.160 -
  51.161 -      Portable performance is achieved by specializing the source code to the
  51.162 -      hardware. \ For traditonal sequential source on sequential processors,
  51.163 -      the specialization was the translation to machine code and optimization
  51.164 -      that took place in the compiler.
  51.165 -
  51.166 -      This one-step specialization was sufficient because most of the
  51.167 -      performance portability was provided by using micro-architecture
  51.168 -      hardware techniques underneath a standard instruction-set abstraction.
  51.169 -      This has worked because, before recently, process technology has made
  51.170 -      every generation of sequential processor faster, and parallelism could
  51.171 -      be found at the granularity of single instructions. Also, CPU producers
  51.172 -      have kept their instruction sets relatively fixed.
  51.173 -
  51.174 -      Unfortunately, for larger-granularities of parallelism, such a
  51.175 -      hardware-based approach to performance portability has proven
  51.176 -      infeasible so far. \ We conjecture that the reason is, that larger
  51.177 -      granularity parallelism is tied to the language constructs and to
  51.178 -      application constructs (whereas instruction-level parallelism is tied
  51.179 -      only to the machine-instruction-set constructs). Hence, information
  51.180 -      about the language patterns and application patterns must be available
  51.181 -      in order to exploit these larger granularities. \ The hardware cannot
  51.182 -      make use of the larger granularities because the instruction set
  51.183 -      abstraction provides no means to convey the necessary language and
  51.184 -      application patterns.
  51.185 -
  51.186 -      Following this intuition, we propose that to be effective, a system for
  51.187 -      performance portability for parallel software should have a means of
  51.188 -      identifying language and application constructs and packaging this
  51.189 -      information in a standard format. \ Also, a hardware abstraction should
  51.190 -      be provided that accepts such information and uses it to make
  51.191 -      high-quality decisions about task creation, task sizing, and task
  51.192 -      placement.
  51.193 -
  51.194 -      <subsection|Three-step specialization>
  51.195 -
  51.196 -      VMS fits this proposal by allowing the language toolchain to extract
  51.197 -      the application's task patterns and language patterns, and package them
  51.198 -      in a standard format that any plugin for that language understands. As
  51.199 -      mentioned in the review, the plugin plus VMS implementation represent
  51.200 -      the parallel aspects of the hardware, so each language's plugin defines
  51.201 -      the format of the task info to be handed to the hardware abstraction.
  51.202 -      \ The first step of specializing is thus the extraction of the task
  51.203 -      info by the toolchain.
  51.204 -
  51.205 -      <\with|par-first|0fn>
  51.206 -        <small-figure|<postscript|figures/3_stage_specialization.eps||*6/7||||>|The
  51.207 -        three places that specialization occurs. In the top box, the
  51.208 -        toolchain extracts task information useful to the scheduler and
  51.209 -        packages it into the binary, specializing the source to the plugin's
  51.210 -        interface. \ In the middle, the scheduler in the plugin retrives the
  51.211 -        info and uses it to make scheduling decisions, specializing the
  51.212 -        binary to the hardware abstraction. At the bottom, the VMS-core
  51.213 -        implementation hides hardware details behind the interface,
  51.214 -        specializing the hardware to the hardware abstraction.>
  51.215 -      </with>
  51.216 -
  51.217 -      The second step of specialization is the plugin, which uses the task
  51.218 -      info to make high quality decisions about size and placement of tasks,
  51.219 -      as represented in the middle of figure 2. \ The last step of
  51.220 -      specialization is implementing the VMS abstraction on the particular
  51.221 -      hardware. \ This combination of plugin plus VMS has the same function
  51.222 -      that the instruction set had back in the sequential days -- it provides
  51.223 -      a standard hardware abstraction. \ VMS has the advantage that the
  51.224 -      abstraction is modifiable by choosing the plugin.
  51.225 -
  51.226 -      <\with|par-first|0fn>
  51.227 -        <\small-figure|<postscript|figures/Toolchain.eps||||||>>
  51.228 -          \;
  51.229 -
  51.230 -          The toolchain is split, the top portion is related to parallelism
  51.231 -          and the bottom portion does sequential compilation of C code. In
  51.232 -          the top box, source code is transformed into C code that has calls
  51.233 -          inserted. They invoke the plugin, during the run, to perform
  51.234 -          concurrency operations, such as synchronizations, sends, receives,
  51.235 -          publish, and so on. The top box also extracts parallelism
  51.236 -          information from the source, and encodes it as implementations of
  51.237 -          library calls. These are later invoked by the plugin to retrieve
  51.238 -          the information. \ In this way, the generated parallelism
  51.239 -          information passes through any standard sequential C compiler,
  51.240 -          which is the only hardware-specific portion.
  51.241 -        </small-figure>
  51.242 -      </with>
  51.243 -
  51.244 -      Focusing on the toolchain, we propose breaking it into two sections:
  51.245 -      one for parallelism, the other for sequential. \ The parallelism
  51.246 -      portion extracts the task and language information needed to make high
  51.247 -      quality scheduling decisions. \ The sequential specializes individual
  51.248 -      functions to the sequential cores. \ The parallelism portion remains
  51.249 -      constant across hardware, only the sequential portion changes when the
  51.250 -      instruction-set of the target hardware changes.
  51.251 -
  51.252 -      One possible way to achieve this is to make the parallel portion
  51.253 -      transform the original source to C code with embedded calls to the
  51.254 -      concurrency library functions. \ During this source-to-C-plus-lib-call
  51.255 -      transform, the information is packaged into functions in some way.
  51.256 -      \ The resulting C-plus-lib-calls source is then compiled with the
  51.257 -      sequential C compiler to make a binary, as depicted in Figure X.
  51.258 -
  51.259 -      Meanwhile, the plugins for that language know the names of the library
  51.260 -      functions the task information has been packaged into. \ Hence, when
  51.261 -      the binary is linked to a plugin at load time, the task-info functions
  51.262 -      within the binary become available to the plugin. \ They are then
  51.263 -      called by the plugin during the run to extract the information, to make
  51.264 -      high quality scheduling decisions.
  51.265 -
  51.266 -      This scheme allows unmodified sequential compilers to be used to pass
  51.267 -      the information along, inside of a standard binary format. \ It also
  51.268 -      separates the parallel and sequential portions of the tool chain
  51.269 -      cleanly, so only the relatively simple sequential C compiler changes
  51.270 -      with hardware. \ This scheme also leaves the language designers in
  51.271 -      charge of deciding the nature and definition of the information
  51.272 -      carrying functions.
  51.273 -
  51.274 -      These properties enable reuse of the same parallel portion of the
  51.275 -      toolchain across chips, which is especially valuable in the embedded
  51.276 -      market. \ With the inclusion of real-time aspects, such as latency
  51.277 -      bounds and deadlines, this could dramatically speed up time to market
  51.278 -      and reduce cost of introduction of new embedded chips.
  51.279 -
  51.280 -      This begs the question: what kind of task information is sufficient for
  51.281 -      parallel performance portability across the array of forseeable
  51.282 -      parallel architectures? We propose three kinds of information: 1)
  51.283 -      manipulators, which are able to modify the size of tasks and change the
  51.284 -      way data is accessed, 2) information about the tasks such as type of
  51.285 -      core they run best on, size of data footprint, predicted execution
  51.286 -      time, and 3) real-world constraints that relate to the tasks, such as
  51.287 -      deadlines, maximum latency for data to pass from one point in the
  51.288 -      computation to another, and quality related information. \ Again, it is
  51.289 -      up to the language and plugin to agree on what data is extracted,
  51.290 -      passed, and then used for scheduling. \ Meanwhile, it is up to VMS to
  51.291 -      provide the services and information required by the scheduler to make
  51.292 -      use of the information.
  51.293 -
  51.294 -      As research progresses, additional types of information may become
  51.295 -      necessary, so this flexibility from the plugin system will prove key.
  51.296 -      \ Again, the plugin plus VMS implementation are the hardware
  51.297 -      abstraction -- the parallel equivalent of what the instruction set used
  51.298 -      to be for sequential processors. \ The two define the behavior that the
  51.299 -      binary expects to be present.
  51.300 -
  51.301 -      This, finally, begs the question: what kind of information and services
  51.302 -      must VMS provide to the plugin? It must expose the features of the
  51.303 -      hardware that matter the most to performance (computation, energy, and
  51.304 -      real-world related performance). We suggest that the memory hierarchy
  51.305 -      and communication between the memory pools are the most important
  51.306 -      features for parallel performance. \ However, the VMS interface should
  51.307 -      only expose the portions of memory affectable by a runtime scheduler
  51.308 -      (the register set usage of a sequential processor is fixed by the
  51.309 -      binary and so not exposed).
  51.310 -
  51.311 -      We suggest that most parallel architectures fall into a small number of
  51.312 -      classes, each of which exposes sufficient structure without exposing
  51.313 -      chip-specific details. What's important is the type(s) of cores, the
  51.314 -      pools of memory, and the nature of communication between them. On
  51.315 -      communication, the scheduler can treat the network statistically with
  51.316 -      relatively simple models, independently from the topology, without
  51.317 -      undue loss of performance <inactive|<cite|>>. So the main feature is
  51.318 -      coherent memory vs distributed, which determines whether communication
  51.319 -      can take place by shared variables in the code vs whether it needs
  51.320 -      explicit action.
  51.321 -
  51.322 -      Given this, our proposed list includes: 1) multi-core and many-core
  51.323 -      that share a single coherent memory 2) one or more SIMD units that
  51.324 -      share a single coherent memory 3) collections of those connected by
  51.325 -      shared memory 4) distributed collections of those. Each memory pool,
  51.326 -      such as a cache or scratchpad, is exposed, with the communication costs
  51.327 -      from each pool to each other pool, and whether communication between
  51.328 -      them is automated or explicit. Applying this to known architectures:
  51.329 -      single-socket multi-core systems fall into 1, while adding a GPGPU puts
  51.330 -      them also into 2 and 4. \ The Cell BE is in 1 and 4, as is the SCC.
  51.331 -      \ Larrabee would have been in 1, 2, and 3 but may have been more
  51.332 -      effectively treated as 1, 2, and 4. \ Traditional supercomputers made
  51.333 -      up of shared-memory nodes connected by networks fall into 1 and 4.
  51.334 -
  51.335 -      <\with|par-columns|1>
  51.336 -        <\big-figure>
  51.337 -          <postscript|figures/eco-system.eps|*7/8|*7/8||||>
  51.338 -        </big-figure|Eco-system is composed of toolchains, plugins, and HW
  51.339 -        abstractions. \ Each element, such as a particular plugin or
  51.340 -        sequential C compiler, is supplied by a different physical-world
  51.341 -        entity, such as a company or a research group. \ Elements related to
  51.342 -        a particular language are all shown in the same color, while elements
  51.343 -        related to the same hardware class are also shown in the same color.
  51.344 -        \ The plugins combine a language color with a hardware class color
  51.345 -        because they depend on both. \ As can be seen by the coloring, the
  51.346 -        toolchain for a language is independent of HW except for the
  51.347 -        sequential C compilers.>
  51.348 -      </with>
  51.349 -
  51.350 -      <section|Eco-System>
  51.351 -
  51.352 -      Figure 4 depicts how the pieces all fit together. At the top,
  51.353 -      independent software developers write applications, in a variety of
  51.354 -      languages. Each language defines its own format for conveying
  51.355 -      task-related info. Independently, plugins are implemented that accept
  51.356 -      that format, one plugin for each hardware class. This allows hardware
  51.357 -      manufacturers to supply their own plugins, for unusual hardware
  51.358 -      designs, and still take advantage of the existing application binaries
  51.359 -      (non-standard instruction sets also need an install-time translator).
  51.360 -
  51.361 -      The plugins, in the middle, act as a cross-bar switch, connecting the
  51.362 -      binaries to the hardware abstractions. They are separately distributed
  51.363 -      and loaded onto the hardware, much the way device drivers are
  51.364 -      currently.
  51.365 -
  51.366 -      At the bottom, the hardware abstraction implementations standardize the
  51.367 -      hardware. They are mainly supplied by the hardware manufacturers, but
  51.368 -      open-source implementations will likely also arise.
  51.369 -
  51.370 -      Note that the only software developed for a new HW platform is the
  51.371 -      VMS-core abstraction, sequential C compiler, and a bare-bones OS.
  51.372 -      Existing applications are adpated via the plugin and abstraction.
  51.373 -
  51.374 -      We expect that a small number of HW classes will quickly come to
  51.375 -      dominate, which will encourage later HW development to fit within the
  51.376 -      dominant classes. As a result, a standard set of sequential C compilers
  51.377 -      will emerge, allowing software developers to perform a single
  51.378 -      compilation pass. For fine tuning of <em|sequential> compilation
  51.379 -      choices, we expect install-time binary rewriters or run-time binary
  51.380 -      optimizations.
  51.381 -
  51.382 -      The end-result is that no centralized control is needed. Language
  51.383 -      designers are free to innovate, inventing new concurrency constructs
  51.384 -      and communication abstractions, and need as little as just the set of
  51.385 -      plugins, or just the source-to-C translator to reach all the standard
  51.386 -      hardware platforms. Likewise, hardware manufacturers are free to
  51.387 -      innovate, needing minimal software development for a new chip to enjoy
  51.388 -      access to all the applications.\ 
  51.389 -
  51.390 -      The set of plugins is the key to this portability, and the funnelling
  51.391 -      of many applications to the same parallelism information at the top,
  51.392 -      and many hardware platforms to the same abstraction at the bottom.
  51.393 -    </with>
  51.394 -  </with>
  51.395 -
  51.396 -  <\with|par-columns|2>
  51.397 -    <section|>
  51.398 -
  51.399 -    <\with|par-columns|2>
  51.400 -      <subsection|Internal Workings of VMS>
  51.401 -
  51.402 -      As far as a binary is concerned, the parallel behavior of the hardware
  51.403 -      is represented by the combination of VMS plus the plugin, while the
  51.404 -      \ sequential behavior of the hardware's processing-elements is
  51.405 -      represented by the Instruction Set of each core.
  51.406 -
  51.407 -      The VMS implementation is made up of a master virtual-processor that
  51.408 -      receives and calls the plugin functions, and a ``core-controller'' that
  51.409 -      handles transferring the physical-core between animating the master
  51.410 -      virtual processor and animating the application's virtual processors,
  51.411 -      but according to the decisions the plugin functions make, when called
  51.412 -      by the master VP. As part of invoking a concurrency construct, an
  51.413 -      application VP attaches to itself a request destined for the master VP,
  51.414 -      then suspends. We next review how this request reaches the plugin's
  51.415 -      concurrency-construct implementation, called the requestion handler, by
  51.416 -      walking through the steps VMS takes during operation.
  51.417 -
  51.418 -      <\with|par-first|0fn>
  51.419 -        <\with|par-left|0cm>
  51.420 -          <postscript|figures/VMS-core__internal_workings.eps|*15/16|||||>
  51.421 -        </with>
  51.422 -      </with>
  51.423 -
  51.424 -      <small-figure||<label|figInternals>Internal elements of VMS
  51.425 -      implementation >
  51.426 -
  51.427 -      <paragraph|Steps of Operation:>The steps of operation are numbered in
  51.428 -      Figure <reference|figInternals>. \ Taking them in order, 1)
  51.429 -      <verbatim|master_loop> scans the scheduling slots to see which ones'
  51.430 -      slaves have suspended since the previous scan. \ 2) It hands these to
  51.431 -      the request handler plugged-in. \ \ 3) The data in the request causes
  51.432 -      manipulation of the data structures within the semantic state. \ These
  51.433 -      structures hold all the slaves currently in the blocked state. \ 4)
  51.434 -      Requests cause slaves to be moved to the ready-container, which was
  51.435 -      implemented as an array of simple queues, one to each physical core.
  51.436 -      Which core receives the slave is under plugin control, determined by a
  51.437 -      combination of request contents, semantic state and physical state. 5)
  51.438 -      During the scan, the <verbatim|master_loop> also looks for empty slots.
  51.439 -      It calls the scheduler plug-in function, which chooses a slave from the
  51.440 -      ready container. \ 6) The <verbatim|master_loop> then places the slave
  51.441 -      VP's pointer into the scheduling slot, making it available to the
  51.442 -      <verbatim|core_loop>. \ 7) When done with the scan, <verbatim|masterVP>
  51.443 -      suspends, switching animation back to the <verbatim|core_loop>. \ 8)
  51.444 -      <verbatim|core_loop> takes slave VPs out of the slots, then 9) switches
  51.445 -      animation to them. \ 10) When a slave self-suspends, animation returns
  51.446 -      to the <verbatim|core_loop>, which picks another, until 11) all slots
  51.447 -      are empty and the <verbatim|core_loop> switches animation to the
  51.448 -      <verbatim|masterVP>.
  51.449 -
  51.450 -      <paragraph|Enabling sequential implementation of concurrency
  51.451 -      semantics:>All of that happens on each core separately, but in this
  51.452 -      particular implementation we use a central <verbatim|masterLock> to
  51.453 -      ensure that only one core's <verbatim|masterVP> can be active at any
  51.454 -      time. \ This guarantees non-overlap of trace-segments from different
  51.455 -      <verbatim|masterVP>s, allowing the plugins to use sequential
  51.456 -      algorithms, without a performance penalty, as verified in Section 5.
  51.457 -    </with>
  51.458 -
  51.459 -    <section|<label|secResults>Performance>
  51.460 -
  51.461 -    <paragraph|Setup:>We implemented blocked dense matrix multiply and ran on
  51.462 -    a Core2Quad 2.4Ghz chip.
  51.463 -
  51.464 -    <paragraph|Implementation-Time:>Time to implement the runtime for the
  51.465 -    three parallel languages averages 2 days. \ As an example of
  51.466 -    productivity, adding nested transactions, parallel singleton, and atomic
  51.467 -    function-execution to SSR required a single afternoon, totaling less than
  51.468 -    100 lines of C code. Table <reference|tabPersonDaysLang> summarizes
  51.469 -    implementation times.
  51.470 -
  51.471 -    <tabular|<tformat|<table|<row|<cell|<small-table|<tabular|<tformat|<twith|table-lborder|.05fn>|<twith|table-rborder|.05fn>|<twith|table-bborder|.05fn>|<twith|table-tborder|.05fn>|<table|<row|<cell|>|<cell|SSR>|<cell|VPThread>|<cell|VCilk>>|<row|<cell|Design>|<cell|4>|<cell|1>|<cell|0.5>>|<row|<cell|Code>|<cell|2>|<cell|0.5>|<cell|0.5>>|<row|<cell|Test>|<cell|1>|<cell|0.5>|<cell|0.5>>|<row|<cell|L.O.C.>|<cell|470>|<cell|290>|<cell|310>>>>>|<label|tabPersonDaysLang>Person-days
  51.472 -    to design, code, and test the library plus plug-in of each language, in
  51.473 -    the order attempted. L.O.C. is lines of (original) code, excluding
  51.474 -    libraries and comments.>>>>>>
  51.475 -
  51.476 -    <paragraph|Execution Performance:> \ seen in Table
  51.477 -    <reference|tabOverheadCycles>.
  51.478 -
  51.479 -    The code has not been designed for speed, but rather to be easy to
  51.480 -    understand and modify. In particular, the schedulers are simple queues
  51.481 -    with no optimization for performance.
  51.482 -
  51.483 -    <\with|par-mode|left>
  51.484 -      <tabular|<tformat|<table|<row|<cell|<small-table|<tabular|<tformat|<cwith|3|18|4|5|cell-halign|r>|<cwith|1|1|4|5|cell-halign|r>|<cwith|10|10|1|4|cell-tborder|.05fn>|<cwith|13|13|1|4|cell-tborder|.05fn>|<cwith|16|16|1|4|cell-tborder|.05fn>|<cwith|18|18|1|4|cell-bborder|.05fn>|<cwith|7|7|4|4|cell-halign|r>|<cwith|1|18|3|3|cell-halign|r>|<twith|table-lborder|.05fn>|<twith|table-rborder|.05fn>|<twith|table-bborder|.05fn>|<twith|table-tborder|.05fn>|<table|<row|<cell|>|<cell|>|<cell|comp>|<cell|comp>>|<row|<cell|VMS
  51.485 -      Only:>|<cell|>|<cell|only>|<cell|+mem>>|<row|<cell|<verbatim|master_loop>>|<cell|>|<cell|91>|<cell|
  51.486 -      \ 110>>|<row|<cell|switch VPs>|<cell|>|<cell|77>|<cell|
  51.487 -      \ 130>>|<row|<cell|>|<cell|>|<cell|>|<cell|>>|<row|<cell|(malloc)>|<cell|>|<cell|160>|<cell|2300>>|<row|<cell|(create
  51.488 -      VP)>|<cell|>|<cell|540>|<cell|3800>>|<row|<cell|>|<cell|>|<cell|>|<cell|>>|<row|<cell|Language:>|<cell|>|<cell|>|<cell|>>|<row|<cell|SSR>|<cell|plugin
  51.489 -      -- concur>|<cell|190>|<cell|540>>|<row|<cell|>|<cell|plugin --
  51.490 -      all>|<cell|530>|<cell|2200>>|<row|<cell|>|<cell|lock>|<cell|>|<cell|
  51.491 -      250>>|<row|<cell|VPThread>|<cell|plugin --
  51.492 -      concur>|<cell|66>|<cell|710>>|<row|<cell|>|<cell|plugin --
  51.493 -      all>|<cell|180>|<cell|1500>>|<row|<cell|>|<cell|lock>|<cell|>|<cell|
  51.494 -      250>>|<row|<cell|VCilk>|<cell|plugin --
  51.495 -      concur>|<cell|65>|<cell|260>>|<row|<cell|>|<cell|plugin --
  51.496 -      all>|<cell|330>|<cell|1800>>|<row|<cell|>|<cell|lock>|<cell|>|<cell|
  51.497 -      250>>>>>|<label|tabOverheadCycles>Cycles of overhead, per scheduled
  51.498 -      slave, consisting of: A) VMS-only cycles spent in VMS portion of
  51.499 -      <verbatim|master_loop>, B) time in the <verbatim|core_loop> to switch
  51.500 -      between VPs, C) Language-specific cycles spent in the plugin's Request
  51.501 -      Handler and Scheduler, and D) obtaining the Master lock. \ ``comp
  51.502 -      only'' column is cycles with perfect memory, ``comp + mem'' is actual
  51.503 -      cycles. ``Plugin-concur'' is only concurrency related requests,
  51.504 -      ``plugin-all'' includes create and malloc requests. Numbers are to two
  51.505 -      significant digits due to variability. \ Language overhead was measured
  51.506 -      while running Matrix Multiply.>>>>>>
  51.507 -    </with>
  51.508 -
  51.509 -    <paragraph|Head to Head: VCilk vs Cilk 5.4 \ plus \ VPThread vs
  51.510 -    pthread:>We compare our implementation of the <verbatim|spawn> and
  51.511 -    <verbatim|sync> constructs against the distributed version of Cilk, in
  51.512 -    Table <reference|tabHeadToHeadVCilk>, which shows that the same
  51.513 -    application code has similar performance.
  51.514 -
  51.515 -    <tabular|<tformat|<table|<row|<cell|<small-table|<tabular|<tformat|<cwith|8|8|1|4|cell-tborder|.05fn>|<cwith|4|4|1|4|cell-tborder|.05fn>|<cwith|2|2|1|4|cell-tborder|.05fn>|<cwith|2|9|2|2|cell-lborder|.05fn>|<cwith|7|7|2|2|cell-lborder|.05fn>|<cwith|6|6|2|3|cell-tborder|.05fn>|<cwith|6|6|2|2|cell-lborder|.05fn>|<cwith|6|6|4|4|cell-tborder|.05fn>|<cwith|6|6|1|1|cell-tborder|.05fn>|<cwith|9|9|1|3|cell-bborder|.05fn>|<twith|table-lborder|.05fn>|<twith|table-rborder|.05fn>|<twith|table-bborder|.05fn>|<twith|table-tborder|.05fn>|<table|<row|<cell|Matrix
  51.516 -    size>|<cell|>|<cell|>>|<row|<cell|81x81>|<cell|Cilk>|<cell|.017>>|<row|<cell|>|<cell|VCilk>|<cell|.008>>|<row|<cell|324x324>|<cell|Cilk>|<cell|.13>>|<row|<cell|>|<cell|VCilk>|<cell|.13>>|<row|<cell|648x648>|<cell|Cilk>|<cell|.71>>|<row|<cell|>|<cell|VCilk>|<cell|.85>>|<row|<cell|1296x1296>|<cell|Cilk>|<cell|4.8>>|<row|<cell|>|<cell|VCilk>|<cell|6.2>>>>>|<label|tabHeadToHeadVCilk>Head-to-head
  51.517 -    comparison of exe time in seconds for VCilk vs Cilk 5.4 on MM. \ VCilk
  51.518 -    does 23% worse on large matrices that run for several seconds, but 210%
  51.519 -    better on small matrices requiring milliseconds.>>>>>>
  51.520 -
  51.521 -    \;
  51.522 -
  51.523 -    Versus pthreads, our VMS based implementation has more than an order of
  51.524 -    magnitude better overhead per invocation of mutex or condition variable
  51.525 -    functionality, as seen in Table <reference|tabVPThreadSync>.
  51.526 -
  51.527 -    <\with|par-mode|left>
  51.528 -      <tabular|<tformat|<table|<row|<cell|<small-table|<tabular|<tformat|<cwith|4|7|2|5|cell-halign|r>|<cwith|6|6|4|5|cell-halign|r>|<cwith|1|1|2|2|cell-width|2.7fn>|<cwith|1|1|2|2|cell-hmode|exact>|<cwith|2|3|2|3|cell-halign|r>|<twith|table-lborder|.05fn>|<twith|table-rborder|.05fn>|<twith|table-bborder|.05fn>|<twith|table-tborder|.05fn>|<cwith|4|4|1|5|cell-tborder|.05fn>|<cwith|2|2|2|5|cell-tborder|.05fn>|<cwith|1|7|4|4|cell-lborder|.05fn>|<cwith|1|7|4|4|cell-rborder|.05fn>|<table|<row|<cell|>|<cell|
  51.529 -      VPThread>|<cell|>|<cell|pthread>|<cell|ratio>>|<row|<cell|>|<cell|comp>|<cell|total>|<cell|>|<cell|>>|<row|<cell|>|<cell|only>|<cell|>|<cell|>|<cell|>>|<row|<cell|mutex_lock>|<cell|85>|<cell|1050>|<cell|50,000>|<cell|48:1>>|<row|<cell|mutex_unlock>|<cell|85>|<cell|610>|<cell|45,000>|<cell|74:1>>|<row|<cell|cond_wait
  51.530 -      >|<cell|85>|<cell|850>|<cell|60,000>|<cell|71:1>>|<row|<cell|cond_signal>|<cell|90>|<cell|650>|<cell|60,000>|<cell|92:1>>>>>|<label|tabVPThreadSync>Rough
  51.531 -      measurements of cycles to perform synchronization primitives. \ For
  51.532 -      VPThread, the first column shows computation time of plugin when all
  51.533 -      memory accesses hit in the cache. The second column is total time,
  51.534 -      including <verbatim|master_loop>, <verbatim|core_loop>, and the effects
  51.535 -      of cache and page misses. Pthread times are deduced from round-trip
  51.536 -      experiments. The ratio calculations are pthread vs total
  51.537 -      VPThread.>>>>>>
  51.538 -    </with>
  51.539 -
  51.540 -    <section|<label|secConclusion>Conclusion>
  51.541 -
  51.542 -    This is a position paper, merely a suggestion for a large scale
  51.543 -    organizing principle by which real-world entities can cooperatively
  51.544 -    achieve performance portability. The key pattern is the funnelling of
  51.545 -    many applications to the same parallelism information at the top, the
  51.546 -    funnelling of many hardware platforms to the same abstraction at the
  51.547 -    bottom, and the set of plugins that connect the two ends.
  51.548 -  </with>
  51.549 -
  51.550 -  <\bibliography|bib|Helpers/plain|Helpers/Bib_for_papers.bib>
  51.551 -    \;
  51.552 -  </bibliography>
  51.553 -
  51.554 -  \;
  51.555 -
  51.556 -  \;
  51.557 -</body>
  51.558 -
  51.559 -<\initial>
  51.560 -  <\collection>
  51.561 -    <associate|font-base-size|9>
  51.562 -    <associate|language|american>
  51.563 -    <associate|page-breaking|sloppy>
  51.564 -    <associate|page-extend|2fn>
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  51.627 -    <associate|auto-8|<tuple|6|4>>
  51.628 -    <associate|auto-9|<tuple|6.1|4>>
  51.629 -    <associate|bib-Actors97|<tuple|1|10>>
  51.630 -    <associate|bib-CILKHome|<tuple|6|10>>
  51.631 -    <associate|bib-ComponentModel00|<tuple|11|10>>
  51.632 -    <associate|bib-Conway63|<tuple|2|10>>
  51.633 -    <associate|bib-Dijkstra67|<tuple|4|10>>
  51.634 -    <associate|bib-Gelernter85Linda|<tuple|5|10>>
  51.635 -    <associate|bib-Hewitt10|<tuple|8|10>>
  51.636 -    <associate|bib-Lamport78|<tuple|6|11>>
  51.637 -    <associate|bib-Lamport87|<tuple|10|10>>
  51.638 -    <associate|bib-OpenMPHome|<tuple|14|10>>
  51.639 -    <associate|bib-TBBHome|<tuple|3|10>>
  51.640 -    <associate|bib-VMSHome|<tuple|7|10>>
  51.641 -    <associate|bib-hoare78|<tuple|9|10>>
  51.642 -    <associate|bib-milner80|<tuple|12|10>>
  51.643 -    <associate|bib-milner99|<tuple|13|10>>
  51.644 -    <associate|figAppFlow|<tuple|5|6>>
  51.645 -    <associate|figInternals|<tuple|4|4>>
  51.646 -    <associate|figMasterSplit|<tuple|6|6>>
  51.647 -    <associate|figTimeMapping|<tuple|6|4>>
  51.648 -    <associate|secAbsModel|<tuple|6|4>>
  51.649 -    <associate|secApp|<tuple|6|7>>
  51.650 -    <associate|secConclusion|<tuple|10|6>>
  51.651 -    <associate|secInternal|<tuple|3|4>>
  51.652 -    <associate|secLib|<tuple|6|8>>
  51.653 -    <associate|secOS|<tuple|5.2|10>>
  51.654 -    <associate|secResults|<tuple|10|5>>
  51.655 -    <associate|tabHeadToHeadVCilk|<tuple|3|5>>
  51.656 -    <associate|tabMasterCycles|<tuple|2|?>>
  51.657 -    <associate|tabOverheadCycles|<tuple|2|5>>
  51.658 -    <associate|tabPersonDaysLang|<tuple|1|5>>
  51.659 -    <associate|tabVPThreadSync|<tuple|4|6>>
  51.660 -  </collection>
  51.661 -</references>
  51.662 -
  51.663 -<\auxiliary>
  51.664 -  <\collection>
  51.665 -    <\associate|bib>
  51.666 -      Hewitt10
  51.667 -
  51.668 -      Actors97
  51.669 -
  51.670 -      ComponentModel00
  51.671 -
  51.672 -      hoare78
  51.673 -
  51.674 -      milner99
  51.675 -
  51.676 -      Gelernter85Linda
  51.677 -    </associate>
  51.678 -    <\associate|figure>
  51.679 -      <tuple|normal|The three places that specialization occurs. In the top
  51.680 -      box, the toolchain extracts task information useful to the scheduler
  51.681 -      and packages it into the binary, specializing the source to the
  51.682 -      plugin's interface. \ In the middle, the scheduler in the plugin
  51.683 -      retrives the info and uses it to make scheduling decisions,
  51.684 -      specializing the binary to the hardware abstraction. At the bottom, the
  51.685 -      VMS-core implementation hides hardware details behind the interface,
  51.686 -      specializing the hardware to the hardware
  51.687 -      abstraction.|<pageref|auto-6>>
  51.688 -
  51.689 -      <\tuple|normal>
  51.690 -        \;
  51.691 -
  51.692 -        The toolchain is split, the top portion is related to parallelism and
  51.693 -        the bottom portion does sequential compilation of C code. In the top
  51.694 -        box, source code is transformed into C code that has calls inserted.
  51.695 -        They invoke the plugin, during the run, to perform concurrency
  51.696 -        operations, such as synchronizations, sends, receives, publish, and
  51.697 -        so on. The top box also extracts parallelism information from the
  51.698 -        source, and encodes it as implementations of library calls. These are
  51.699 -        later invoked by the plugin to retrieve the information. \ In this
  51.700 -        way, the generated parallelism information passes through any
  51.701 -        standard sequential C compiler, which is the only hardware-specific
  51.702 -        portion.
  51.703 -      </tuple|<pageref|auto-7>>
  51.704 -
  51.705 -      <tuple|normal|Eco-system is composed of toolchains, plugins, and HW
  51.706 -      abstractions. \ Each element, such as a particular plugin or sequential
  51.707 -      C compiler, is supplied by a different physical-world entity, such as a
  51.708 -      company or a research group. \ Elements related to a particular
  51.709 -      language are all shown in the same color, while elements related to the
  51.710 -      same hardware class are also shown in the same color. \ The plugins
  51.711 -      combine a language color with a hardware class color because they
  51.712 -      depend on both. \ As can be seen by the coloring, the toolchain for a
  51.713 -      language is independent of HW except for the sequential C
  51.714 -      compilers.|<pageref|auto-8>>
  51.715 -
  51.716 -      <tuple|normal|<label|figInternals>Internal elements of VMS
  51.717 -      implementation |<pageref|auto-12>>
  51.718 -    </associate>
  51.719 -    <\associate|table>
  51.720 -      <tuple|normal|<label|tabPersonDaysLang>Person-days to design, code, and
  51.721 -      test the library plus plug-in of each language, in the order attempted.
  51.722 -      L.O.C. is lines of (original) code, excluding libraries and
  51.723 -      comments.|<pageref|auto-18>>
  51.724 -
  51.725 -      <tuple|normal|<label|tabOverheadCycles>Cycles of overhead, per
  51.726 -      scheduled slave, consisting of: A) VMS-only cycles spent in VMS portion
  51.727 -      of <with|font-family|<quote|tt>|language|<quote|verbatim>|master_loop>,
  51.728 -      B) time in the <with|font-family|<quote|tt>|language|<quote|verbatim>|core_loop>
  51.729 -      to switch between VPs, C) Language-specific cycles spent in the
  51.730 -      plugin's Request Handler and Scheduler, and D) obtaining the Master
  51.731 -      lock. \ ``comp only'' column is cycles with perfect memory, ``comp +
  51.732 -      mem'' is actual cycles. ``Plugin-concur'' is only concurrency related
  51.733 -      requests, ``plugin-all'' includes create and malloc requests. Numbers
  51.734 -      are to two significant digits due to variability. \ Language overhead
  51.735 -      was measured while running Matrix Multiply.|<pageref|auto-20>>
  51.736 -
  51.737 -      <tuple|normal|<label|tabHeadToHeadVCilk>Head-to-head comparison of exe
  51.738 -      time in seconds for VCilk vs Cilk 5.4 on MM. \ VCilk does 23% worse on
  51.739 -      large matrices that run for several seconds, but 210% better on small
  51.740 -      matrices requiring milliseconds.|<pageref|auto-22>>
  51.741 -
  51.742 -      <tuple|normal|<label|tabVPThreadSync>Rough measurements of cycles to
  51.743 -      perform synchronization primitives. \ For VPThread, the first column
  51.744 -      shows computation time of plugin when all memory accesses hit in the
  51.745 -      cache. The second column is total time, including
  51.746 -      <with|font-family|<quote|tt>|language|<quote|verbatim>|master_loop>,
  51.747 -      <with|font-family|<quote|tt>|language|<quote|verbatim>|core_loop>, and
  51.748 -      the effects of cache and page misses. Pthread times are deduced from
  51.749 -      round-trip experiments. The ratio calculations are pthread vs total
  51.750 -      VPThread.|<pageref|auto-23>>
  51.751 -    </associate>
  51.752 -    <\associate|toc>
  51.753 -      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|1<space|2spc>Overview
  51.754 -      and Motivation> <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  51.755 -      <no-break><pageref|auto-1><vspace|0.5fn>
  51.756 -
  51.757 -      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|2<space|2spc>VMS>
  51.758 -      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  51.759 -      <no-break><pageref|auto-2><vspace|0.5fn>
  51.760 -
  51.761 -      <with|par-left|<quote|1.5fn>|2.1<space|2spc>Overview of VMS
  51.762 -      \ \ <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  51.763 -      <no-break><pageref|auto-3>>
  51.764 -
  51.765 -      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|3<space|2spc>Specialization>
  51.766 -      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  51.767 -      <no-break><pageref|auto-4><vspace|0.5fn>
  51.768 -
  51.769 -      <with|par-left|<quote|1.5fn>|3.1<space|2spc>Three-step specialization
  51.770 -      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  51.771 -      <no-break><pageref|auto-5>>
  51.772 -
  51.773 -      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|4<space|2spc>Eco-System>
  51.774 -      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  51.775 -      <no-break><pageref|auto-9><vspace|0.5fn>
  51.776 -
  51.777 -      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|5<space|2spc>>
  51.778 -      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  51.779 -      <no-break><pageref|auto-10><vspace|0.5fn>
  51.780 -
  51.781 -      <with|par-left|<quote|1.5fn>|5.1<space|2spc>Internal Workings of VMS
  51.782 -      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  51.783 -      <no-break><pageref|auto-11>>
  51.784 -
  51.785 -      <with|par-left|<quote|6fn>|Steps of Operation:
  51.786 -      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  51.787 -      <no-break><pageref|auto-13><vspace|0.15fn>>
  51.788 -
  51.789 -      <with|par-left|<quote|6fn>|Enabling sequential implementation of
  51.790 -      concurrency semantics: <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  51.791 -      <no-break><pageref|auto-14><vspace|0.15fn>>
  51.792 -
  51.793 -      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|6<space|2spc><label|secResults>Performance>
  51.794 -      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  51.795 -      <no-break><pageref|auto-15><vspace|0.5fn>
  51.796 -
  51.797 -      <with|par-left|<quote|6fn>|Setup: <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  51.798 -      <no-break><pageref|auto-16><vspace|0.15fn>>
  51.799 -
  51.800 -      <with|par-left|<quote|6fn>|Implementation-Time:
  51.801 -      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  51.802 -      <no-break><pageref|auto-17><vspace|0.15fn>>
  51.803 -
  51.804 -      <with|par-left|<quote|6fn>|Execution Performance:
  51.805 -      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  51.806 -      <no-break><pageref|auto-19><vspace|0.15fn>>
  51.807 -
  51.808 -      <with|par-left|<quote|6fn>|Head to Head: VCilk vs Cilk 5.4 \ plus
  51.809 -      \ VPThread vs pthread: <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  51.810 -      <no-break><pageref|auto-21><vspace|0.15fn>>
  51.811 -
  51.812 -      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|7<space|2spc><label|secConclusion>Conclusion>
  51.813 -      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  51.814 -      <no-break><pageref|auto-24><vspace|0.5fn>
  51.815 -
  51.816 -      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|Bibliography>
  51.817 -      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  51.818 -      <no-break><pageref|auto-25><vspace|0.5fn>
  51.819 -    </associate>
  51.820 -  </collection>
  51.821 -</auxiliary>
  51.822 \ No newline at end of file
    52.1 --- a/0__Papers/VMS/SSR/Jan_2011__SSR_parallelism_constructs.tm~	Thu Feb 02 12:22:53 2012 -0800
    52.2 +++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
    52.3 @@ -1,818 +0,0 @@
    52.4 -<TeXmacs|1.0.7.3>
    52.5 -
    52.6 -<style|article>
    52.7 -
    52.8 -<\body>
    52.9 -  <doc-data|<doc-title|An Easy to Use Parallelism
   52.10 -  Library>|<doc-author-data|<author-name|Sean Halle
   52.11 -  >|<author-email|sean.halle@inria.fr>>|<doc-author-data|<author-name|Albert
   52.12 -  Cohen>|<author-email|albert.cohen@inria.fr>>|>
   52.13 -
   52.14 -  <\abstract>
   52.15 -    Locks and condition variables are difficult to use, and many alternatives
   52.16 -    have been proposed. \ This paper presents an additional alternative
   52.17 -    motivated by the synchronous send-receive pattern in process-calculi, and
   52.18 -    implemented with the new VMS extendable virtualization mechanism. It
   52.19 -    includes parallel singletons which are useful when dividing up work among
   52.20 -    cores, as well as atomic function execution and a restricted form of
   52.21 -    nested transactions. \ More importantly, it includes facilities to query
   52.22 -    the nature of the hardware, which allows work to be divided according to
   52.23 -    the hardware characteristics.
   52.24 -
   52.25 -    We give examples of the use of the constructs, details of their
   52.26 -    implementation, and performance numbers.
   52.27 -  </abstract>
   52.28 -
   52.29 -  <section|>
   52.30 -
   52.31 -  \;
   52.32 -
   52.33 -  <section|Background on VMS>
   52.34 -
   52.35 -  \;
   52.36 -
   52.37 -  <section|SSR Parallelism Constructs>
   52.38 -
   52.39 -  <paragraph|Usage Examples:>
   52.40 -
   52.41 -  \;
   52.42 -
   52.43 -  \;
   52.44 -
   52.45 -  \;
   52.46 -
   52.47 -  <\with|par-columns|1>
   52.48 -    <\with|par-columns|2>
   52.49 -      <section|Overview and Motivation>
   52.50 -
   52.51 -      Evidence is mounting that one-stop solutions to performance portability
   52.52 -      fail to address critical real-world patterns -- for example, attempting
   52.53 -      to place the full specialization into the toolchain
   52.54 -      <inactive|<cite|BLIS Hotpar>> requires a central entity that updates
   52.55 -      all toolchains when new hardware becomes available. \ It also requires
   52.56 -      automated re-compile for the new target and automated distribution of
   52.57 -      multiple binaries. Otherwise, the software developers would have no way
   52.58 -      to get their source code to run on new hardware -- their source has to
   52.59 -      be recompiled and the resulting binary distributed. To do this for
   52.60 -      thousands of different software development entities requires
   52.61 -      centralization. But such a centralized approach has technical and
   52.62 -      practical obstacles.
   52.63 -
   52.64 -      Pure runtime based approaches <inactive|<cite|DKU java techreport>>
   52.65 -      imply a single binary, with the only change being the runtime system.
   52.66 -      Without help from the toolchain to extract relevant information and
   52.67 -      prepare it for the runtime, the amount of specialization and its
   52.68 -      effectiveness is limited. \ In addition, the runtime has to be
   52.69 -      separately implemented for every hardware platform, and for every
   52.70 -      language, without much reuse. \ 
   52.71 -
   52.72 -      Finally, hardware abstraction based approaches, such as JIT
   52.73 -      solutions<inactive|<cite|Sejits>>, place all the work of specializing
   52.74 -      into a single place, which makes reuse difficult, forcing extensive
   52.75 -      rewrite of JIT internals for each hardware platform, for each language.
   52.76 -      This software cost is an issue in the embedded space where new hardware
   52.77 -      is introduced often and has a limited market size to amortize the
   52.78 -      software cost. \ In addition, this one-stop approach requires a
   52.79 -      different JIT for each language, because it has to recognize
   52.80 -      language-specific features to specialize -- or else it fails to achieve
   52.81 -      good performance. This requires extensive work, making domain-specific
   52.82 -      languages time-consuming and difficult to develop, and the multiple
   52.83 -      JITs logistically awkward.
   52.84 -
   52.85 -      What's needed is a system that leaves hardware free, language designers
   52.86 -      free, and software developers free, imposing minimal restrictions on
   52.87 -      them, while maximizing reuse of individual efforts and simplifying the
   52.88 -      logistics. It would be merely a support system that makes the work of
   52.89 -      each of those individual groups easier, and makes their independently
   52.90 -      provided pieces naturally support each other.
   52.91 -
   52.92 -      We take the position in this paper that such a support system has to
   52.93 -      operate at all three levels: the language design plus toolchain level;
   52.94 -      the runtime system level; and the hardware abstraction level. \ Sequoia
   52.95 -      <inactive|<cite|>> does this in a limited way. \ We propose a more
   52.96 -      general approach that supports languages without restricting them, has
   52.97 -      more freedom to specialize the runtime, \ and reduces the effort to add
   52.98 -      new target hardware. It takes advantage of VMS (Virtualized
   52.99 -      Master-Slave) [<inactive|<cite|>>], which naturally provides pieces for
  52.100 -      each level, and acts as an organizing principle.
  52.101 -
  52.102 -      Section 2 gives a high-level reveiw of VMS, and Section 3 reviews
  52.103 -      performance portability fundamentals. Section 4 then illustrates how
  52.104 -      VMS can be used to organize an eco-system in which performance
  52.105 -      portability is a reality. Section 5 gives supporing evidence of VMS's
  52.106 -      suitability, with measurements of the time to implement three embedded
  52.107 -      parallel languages, performance numbers for them, and measurements of
  52.108 -      the basic overhead of VMS.
  52.109 -
  52.110 -      <section|VMS>
  52.111 -
  52.112 -      On nomenclature, in this paper we define <em|task> as a 3-tuple -- 1)
  52.113 -      an animation event, 2) a collection of code animated, and 3) a
  52.114 -      collection of information instances that code is animated upon.
  52.115 -      However, we often refer to just the code plus data as a task, with the
  52.116 -      implication that animation will take place in the future. \ This allows
  52.117 -      us to say things like ``we create a task'', meaning we create a
  52.118 -      combination of code plus data with the intent to animate it, and ``we
  52.119 -      assign a task to'' which means we move the code plus data -- but at
  52.120 -      some future time the combination shall be animated, exactly once.
  52.121 -
  52.122 -      <subsection|Overview of VMS \ >Virtualized Master Slave (VMS) is an
  52.123 -      execution model that replaces Threads. \ In effect, it opens up the
  52.124 -      thread-scheduler, letting the language supply its own scheduler that is
  52.125 -      plugged-in. Along with the scheduler, the plugin also contains a
  52.126 -      definition of concurrency constructs, such as publish-subscribe
  52.127 -      channel, or send-receive, or spwan-sync -- the scheduler plus
  52.128 -      concurrency constructs together complete the runtime for a parallel
  52.129 -      language.
  52.130 -
  52.131 -      The plugin is supplied separately from the application, as a dynamic
  52.132 -      library or a device driver, which makes the runtime separately loaded
  52.133 -      onto the hardware, turningit into a new component in the software
  52.134 -      stack.\ 
  52.135 -
  52.136 -      The behavior of the languages's concurrency constructs is implemented
  52.137 -      in the plugin using sequential algorithms, reducing implementation time
  52.138 -      for the concurrency semantics to a matter of days. \ The plugin also
  52.139 -      contains the scheduler, which gives the language control over assigning
  52.140 -      virtual processors to physical cores. On multi-core shared-memory
  52.141 -      machines, the run-time overhead is low, on the order of a few hundred
  52.142 -      nano-seconds per concurrency operation. The VMS model can be
  52.143 -      implemented as a user-space library, or existing OS kernels can be
  52.144 -      converted to the VMS model by opening up their scheduler, and exposing
  52.145 -      the VMS plugin interface.
  52.146 -
  52.147 -      What distinguishes VMS is that it doesn't impose its own concurrency
  52.148 -      semantics, but rather takes them as plugins. \ Hence VMS isn't a
  52.149 -      language, but rather <em|supports> the creation of language runtimes.
  52.150 -      Any language level execution model is implementable as a layer on top
  52.151 -      of VMS, including: Actors <cite|Hewitt10><cite|Actors97>; Components
  52.152 -      <cite|ComponentModel00>; process calculi like CSP <cite|hoare78>, and
  52.153 -      Pi-calculus <cite|milner99>; and coordination languages like Linda
  52.154 -      <cite|Gelernter85Linda>. \ Likewise implementable with VMS are systems
  52.155 -      like TBB and OpenMP, as well as hybrid languages like Sequioa, and
  52.156 -      legacy languages that rely on Threads such as Java, and C/C++ with
  52.157 -      pthreads.
  52.158 -
  52.159 -      <section|Specialization>
  52.160 -
  52.161 -      Portable performance is achieved by specializing the source code to the
  52.162 -      hardware. \ For traditonal sequential source on sequential processors,
  52.163 -      the specialization was the translation to machine code and optimization
  52.164 -      that took place in the compiler.
  52.165 -
  52.166 -      This one-step specialization was sufficient because most of the
  52.167 -      performance portability was provided by using micro-architecture
  52.168 -      hardware techniques underneath a standard instruction-set abstraction.
  52.169 -      This has worked because, before recently, process technology has made
  52.170 -      every generation of sequential processor faster, and parallelism could
  52.171 -      be found at the granularity of single instructions. Also, CPU producers
  52.172 -      have kept their instruction sets relatively fixed.
  52.173 -
  52.174 -      Unfortunately, for larger-granularities of parallelism, such a
  52.175 -      hardware-based approach to performance portability has proven
  52.176 -      infeasible so far. \ We conjecture that the reason is, that larger
  52.177 -      granularity parallelism is tied to the language constructs and to
  52.178 -      application constructs (whereas instruction-level parallelism is tied
  52.179 -      only to the machine-instruction-set constructs). Hence, information
  52.180 -      about the language patterns and application patterns must be available
  52.181 -      in order to exploit these larger granularities. \ The hardware cannot
  52.182 -      make use of the larger granularities because the instruction set
  52.183 -      abstraction provides no means to convey the necessary language and
  52.184 -      application patterns.
  52.185 -
  52.186 -      Following this intuition, we propose that to be effective, a system for
  52.187 -      performance portability for parallel software should have a means of
  52.188 -      identifying language and application constructs and packaging this
  52.189 -      information in a standard format. \ Also, a hardware abstraction should
  52.190 -      be provided that accepts such information and uses it to make
  52.191 -      high-quality decisions about task creation, task sizing, and task
  52.192 -      placement.
  52.193 -
  52.194 -      <subsection|Three-step specialization>
  52.195 -
  52.196 -      VMS fits this proposal by allowing the language toolchain to extract
  52.197 -      the application's task patterns and language patterns, and package them
  52.198 -      in a standard format that any plugin for that language understands. As
  52.199 -      mentioned in the review, the plugin plus VMS implementation represent
  52.200 -      the parallel aspects of the hardware, so each language's plugin defines
  52.201 -      the format of the task info to be handed to the hardware abstraction.
  52.202 -      \ The first step of specializing is thus the extraction of the task
  52.203 -      info by the toolchain.
  52.204 -
  52.205 -      <\with|par-first|0fn>
  52.206 -        <small-figure|<postscript|figures/3_stage_specialization.eps||*6/7||||>|The
  52.207 -        three places that specialization occurs. In the top box, the
  52.208 -        toolchain extracts task information useful to the scheduler and
  52.209 -        packages it into the binary, specializing the source to the plugin's
  52.210 -        interface. \ In the middle, the scheduler in the plugin retrives the
  52.211 -        info and uses it to make scheduling decisions, specializing the
  52.212 -        binary to the hardware abstraction. At the bottom, the VMS-core
  52.213 -        implementation hides hardware details behind the interface,
  52.214 -        specializing the hardware to the hardware abstraction.>
  52.215 -      </with>
  52.216 -
  52.217 -      The second step of specialization is the plugin, which uses the task
  52.218 -      info to make high quality decisions about size and placement of tasks,
  52.219 -      as represented in the middle of figure 2. \ The last step of
  52.220 -      specialization is implementing the VMS abstraction on the particular
  52.221 -      hardware. \ This combination of plugin plus VMS has the same function
  52.222 -      that the instruction set had back in the sequential days -- it provides
  52.223 -      a standard hardware abstraction. \ VMS has the advantage that the
  52.224 -      abstraction is modifiable by choosing the plugin.
  52.225 -
  52.226 -      <\with|par-first|0fn>
  52.227 -        <\small-figure|<postscript|figures/Toolchain.eps||||||>>
  52.228 -          \;
  52.229 -
  52.230 -          The toolchain is split, the top portion is related to parallelism
  52.231 -          and the bottom portion does sequential compilation of C code. In
  52.232 -          the top box, source code is transformed into C code that has calls
  52.233 -          inserted. They invoke the plugin, during the run, to perform
  52.234 -          concurrency operations, such as synchronizations, sends, receives,
  52.235 -          publish, and so on. The top box also extracts parallelism
  52.236 -          information from the source, and encodes it as implementations of
  52.237 -          library calls. These are later invoked by the plugin to retrieve
  52.238 -          the information. \ In this way, the generated parallelism
  52.239 -          information passes through any standard sequential C compiler,
  52.240 -          which is the only hardware-specific portion.
  52.241 -        </small-figure>
  52.242 -      </with>
  52.243 -
  52.244 -      Focusing on the toolchain, we propose breaking it into two sections:
  52.245 -      one for parallelism, the other for sequential. \ The parallelism
  52.246 -      portion extracts the task and language information needed to make high
  52.247 -      quality scheduling decisions. \ The sequential specializes individual
  52.248 -      functions to the sequential cores. \ The parallelism portion remains
  52.249 -      constant across hardware, only the sequential portion changes when the
  52.250 -      instruction-set of the target hardware changes.
  52.251 -
  52.252 -      One possible way to achieve this is to make the parallel portion
  52.253 -      transform the original source to C code with embedded calls to the
  52.254 -      concurrency library functions. \ During this source-to-C-plus-lib-call
  52.255 -      transform, the information is packaged into functions in some way.
  52.256 -      \ The resulting C-plus-lib-calls source is then compiled with the
  52.257 -      sequential C compiler to make a binary, as depicted in Figure X.
  52.258 -
  52.259 -      Meanwhile, the plugins for that language know the names of the library
  52.260 -      functions the task information has been packaged into. \ Hence, when
  52.261 -      the binary is linked to a plugin at load time, the task-info functions
  52.262 -      within the binary become available to the plugin. \ They are then
  52.263 -      called by the plugin during the run to extract the information, to make
  52.264 -      high quality scheduling decisions.
  52.265 -
  52.266 -      This scheme allows unmodified sequential compilers to be used to pass
  52.267 -      the information along, inside of a standard binary format. \ It also
  52.268 -      separates the parallel and sequential portions of the tool chain
  52.269 -      cleanly, so only the relatively simple sequential C compiler changes
  52.270 -      with hardware. \ This scheme also leaves the language designers in
  52.271 -      charge of deciding the nature and definition of the information
  52.272 -      carrying functions.
  52.273 -
  52.274 -      These properties enable reuse of the same parallel portion of the
  52.275 -      toolchain across chips, which is especially valuable in the embedded
  52.276 -      market. \ With the inclusion of real-time aspects, such as latency
  52.277 -      bounds and deadlines, this could dramatically speed up time to market
  52.278 -      and reduce cost of introduction of new embedded chips.
  52.279 -
  52.280 -      This begs the question: what kind of task information is sufficient for
  52.281 -      parallel performance portability across the array of forseeable
  52.282 -      parallel architectures? We propose three kinds of information: 1)
  52.283 -      manipulators, which are able to modify the size of tasks and change the
  52.284 -      way data is accessed, 2) information about the tasks such as type of
  52.285 -      core they run best on, size of data footprint, predicted execution
  52.286 -      time, and 3) real-world constraints that relate to the tasks, such as
  52.287 -      deadlines, maximum latency for data to pass from one point in the
  52.288 -      computation to another, and quality related information. \ Again, it is
  52.289 -      up to the language and plugin to agree on what data is extracted,
  52.290 -      passed, and then used for scheduling. \ Meanwhile, it is up to VMS to
  52.291 -      provide the services and information required by the scheduler to make
  52.292 -      use of the information.
  52.293 -
  52.294 -      As research progresses, additional types of information may become
  52.295 -      necessary, so this flexibility from the plugin system will prove key.
  52.296 -      \ Again, the plugin plus VMS implementation are the hardware
  52.297 -      abstraction -- the parallel equivalent of what the instruction set used
  52.298 -      to be for sequential processors. \ The two define the behavior that the
  52.299 -      binary expects to be present.
  52.300 -
  52.301 -      This, finally, begs the question: what kind of information and services
  52.302 -      must VMS provide to the plugin? It must expose the features of the
  52.303 -      hardware that matter the most to performance (computation, energy, and
  52.304 -      real-world related performance). We suggest that the memory hierarchy
  52.305 -      and communication between the memory pools are the most important
  52.306 -      features for parallel performance. \ However, the VMS interface should
  52.307 -      only expose the portions of memory affectable by a runtime scheduler
  52.308 -      (the register set usage of a sequential processor is fixed by the
  52.309 -      binary and so not exposed).
  52.310 -
  52.311 -      We suggest that most parallel architectures fall into a small number of
  52.312 -      classes, each of which exposes sufficient structure without exposing
  52.313 -      chip-specific details. What's important is the type(s) of cores, the
  52.314 -      pools of memory, and the nature of communication between them. On
  52.315 -      communication, the scheduler can treat the network statistically with
  52.316 -      relatively simple models, independently from the topology, without
  52.317 -      undue loss of performance <inactive|<cite|>>. So the main feature is
  52.318 -      coherent memory vs distributed, which determines whether communication
  52.319 -      can take place by shared variables in the code vs whether it needs
  52.320 -      explicit action.
  52.321 -
  52.322 -      Given this, our proposed list includes: 1) multi-core and many-core
  52.323 -      that share a single coherent memory 2) one or more SIMD units that
  52.324 -      share a single coherent memory 3) collections of those connected by
  52.325 -      shared memory 4) distributed collections of those. Each memory pool,
  52.326 -      such as a cache or scratchpad, is exposed, with the communication costs
  52.327 -      from each pool to each other pool, and whether communication between
  52.328 -      them is automated or explicit. Applying this to known architectures:
  52.329 -      single-socket multi-core systems fall into 1, while adding a GPGPU puts
  52.330 -      them also into 2 and 4. \ The Cell BE is in 1 and 4, as is the SCC.
  52.331 -      \ Larrabee would have been in 1, 2, and 3 but may have been more
  52.332 -      effectively treated as 1, 2, and 4. \ Traditional supercomputers made
  52.333 -      up of shared-memory nodes connected by networks fall into 1 and 4.
  52.334 -
  52.335 -      <\with|par-columns|1>
  52.336 -        <\big-figure>
  52.337 -          <postscript|figures/eco-system.eps|*7/8|*7/8||||>
  52.338 -        </big-figure|Eco-system is composed of toolchains, plugins, and HW
  52.339 -        abstractions. \ Each element, such as a particular plugin or
  52.340 -        sequential C compiler, is supplied by a different physical-world
  52.341 -        entity, such as a company or a research group. \ Elements related to
  52.342 -        a particular language are all shown in the same color, while elements
  52.343 -        related to the same hardware class are also shown in the same color.
  52.344 -        \ The plugins combine a language color with a hardware class color
  52.345 -        because they depend on both. \ As can be seen by the coloring, the
  52.346 -        toolchain for a language is independent of HW except for the
  52.347 -        sequential C compilers.>
  52.348 -      </with>
  52.349 -
  52.350 -      <section|Eco-System>
  52.351 -
  52.352 -      Figure 4 depicts how the pieces all fit together. At the top,
  52.353 -      independent software developers write applications, in a variety of
  52.354 -      languages. Each language defines its own format for conveying
  52.355 -      task-related info. Independently, plugins are implemented that accept
  52.356 -      that format, one plugin for each hardware class. This allows hardware
  52.357 -      manufacturers to supply their own plugins, for unusual hardware
  52.358 -      designs, and still take advantage of the existing application binaries
  52.359 -      (non-standard instruction sets also need an install-time translator).
  52.360 -
  52.361 -      The plugins, in the middle, act as a cross-bar switch, connecting the
  52.362 -      binaries to the hardware abstractions. They are separately distributed
  52.363 -      and loaded onto the hardware, much the way device drivers are
  52.364 -      currently.
  52.365 -
  52.366 -      At the bottom, the hardware abstraction implementations standardize the
  52.367 -      hardware. They are mainly supplied by the hardware manufacturers, but
  52.368 -      open-source implementations will likely also arise.
  52.369 -
  52.370 -      Note that the only software developed for a new HW platform is the
  52.371 -      VMS-core abstraction, sequential C compiler, and a bare-bones OS.
  52.372 -      Existing applications are adpated via the plugin and abstraction.
  52.373 -
  52.374 -      We expect that a small number of HW classes will quickly come to
  52.375 -      dominate, which will encourage later HW development to fit within the
  52.376 -      dominant classes. As a result, a standard set of sequential C compilers
  52.377 -      will emerge, allowing software developers to perform a single
  52.378 -      compilation pass. For fine tuning of <em|sequential> compilation
  52.379 -      choices, we expect install-time binary rewriters or run-time binary
  52.380 -      optimizations.
  52.381 -
  52.382 -      The end-result is that no centralized control is needed. Language
  52.383 -      designers are free to innovate, inventing new concurrency constructs
  52.384 -      and communication abstractions, and need as little as just the set of
  52.385 -      plugins, or just the source-to-C translator to reach all the standard
  52.386 -      hardware platforms. Likewise, hardware manufacturers are free to
  52.387 -      innovate, needing minimal software development for a new chip to enjoy
  52.388 -      access to all the applications.\ 
  52.389 -
  52.390 -      The set of plugins is the key to this portability, and the funnelling
  52.391 -      of many applications to the same parallelism information at the top,
  52.392 -      and many hardware platforms to the same abstraction at the bottom.
  52.393 -    </with>
  52.394 -  </with>
  52.395 -
  52.396 -  <\with|par-columns|2>
  52.397 -    <section|>
  52.398 -
  52.399 -    <\with|par-columns|2>
  52.400 -      <subsection|Internal Workings of VMS>
  52.401 -
  52.402 -      As far as a binary is concerned, the parallel behavior of the hardware
  52.403 -      is represented by the combination of VMS plus the plugin, while the
  52.404 -      \ sequential behavior of the hardware's processing-elements is
  52.405 -      represented by the Instruction Set of each core.
  52.406 -
  52.407 -      The VMS implementation is made up of a master virtual-processor that
  52.408 -      receives and calls the plugin functions, and a ``core-controller'' that
  52.409 -      handles transferring the physical-core between animating the master
  52.410 -      virtual processor and animating the application's virtual processors,
  52.411 -      but according to the decisions the plugin functions make, when called
  52.412 -      by the master VP. As part of invoking a concurrency construct, an
  52.413 -      application VP attaches to itself a request destined for the master VP,
  52.414 -      then suspends. We next review how this request reaches the plugin's
  52.415 -      concurrency-construct implementation, called the requestion handler, by
  52.416 -      walking through the steps VMS takes during operation.
  52.417 -
  52.418 -      <\with|par-first|0fn>
  52.419 -        <\with|par-left|0cm>
  52.420 -          <postscript|figures/VMS-core__internal_workings.eps|*15/16|||||>
  52.421 -        </with>
  52.422 -      </with>
  52.423 -
  52.424 -      <small-figure||<label|figInternals>Internal elements of VMS
  52.425 -      implementation >
  52.426 -
  52.427 -      <paragraph|Steps of Operation:>The steps of operation are numbered in
  52.428 -      Figure <reference|figInternals>. \ Taking them in order, 1)
  52.429 -      <verbatim|master_loop> scans the scheduling slots to see which ones'
  52.430 -      slaves have suspended since the previous scan. \ 2) It hands these to
  52.431 -      the request handler plugged-in. \ \ 3) The data in the request causes
  52.432 -      manipulation of the data structures within the semantic state. \ These
  52.433 -      structures hold all the slaves currently in the blocked state. \ 4)
  52.434 -      Requests cause slaves to be moved to the ready-container, which was
  52.435 -      implemented as an array of simple queues, one to each physical core.
  52.436 -      Which core receives the slave is under plugin control, determined by a
  52.437 -      combination of request contents, semantic state and physical state. 5)
  52.438 -      During the scan, the <verbatim|master_loop> also looks for empty slots.
  52.439 -      It calls the scheduler plug-in function, which chooses a slave from the
  52.440 -      ready container. \ 6) The <verbatim|master_loop> then places the slave
  52.441 -      VP's pointer into the scheduling slot, making it available to the
  52.442 -      <verbatim|core_loop>. \ 7) When done with the scan, <verbatim|masterVP>
  52.443 -      suspends, switching animation back to the <verbatim|core_loop>. \ 8)
  52.444 -      <verbatim|core_loop> takes slave VPs out of the slots, then 9) switches
  52.445 -      animation to them. \ 10) When a slave self-suspends, animation returns
  52.446 -      to the <verbatim|core_loop>, which picks another, until 11) all slots
  52.447 -      are empty and the <verbatim|core_loop> switches animation to the
  52.448 -      <verbatim|masterVP>.
  52.449 -
  52.450 -      <paragraph|Enabling sequential implementation of concurrency
  52.451 -      semantics:>All of that happens on each core separately, but in this
  52.452 -      particular implementation we use a central <verbatim|masterLock> to
  52.453 -      ensure that only one core's <verbatim|masterVP> can be active at any
  52.454 -      time. \ This guarantees non-overlap of trace-segments from different
  52.455 -      <verbatim|masterVP>s, allowing the plugins to use sequential
  52.456 -      algorithms, without a performance penalty, as verified in Section 5.
  52.457 -    </with>
  52.458 -
  52.459 -    <section|<label|secResults>Performance>
  52.460 -
  52.461 -    <paragraph|Setup:>We implemented blocked dense matrix multiply and ran on
  52.462 -    a Core2Quad 2.4Ghz chip.
  52.463 -
  52.464 -    <paragraph|Implementation-Time:>Time to implement the runtime for the
  52.465 -    three parallel languages averages 2 days. \ As an example of
  52.466 -    productivity, adding nested transactions, parallel singleton, and atomic
  52.467 -    function-execution to SSR required a single afternoon, totaling less than
  52.468 -    100 lines of C code. Table <reference|tabPersonDaysLang> summarizes
  52.469 -    implementation times.
  52.470 -
  52.471 -    <tabular|<tformat|<table|<row|<cell|<small-table|<tabular|<tformat|<twith|table-lborder|.05fn>|<twith|table-rborder|.05fn>|<twith|table-bborder|.05fn>|<twith|table-tborder|.05fn>|<table|<row|<cell|>|<cell|SSR>|<cell|VPThread>|<cell|VCilk>>|<row|<cell|Design>|<cell|4>|<cell|1>|<cell|0.5>>|<row|<cell|Code>|<cell|2>|<cell|0.5>|<cell|0.5>>|<row|<cell|Test>|<cell|1>|<cell|0.5>|<cell|0.5>>|<row|<cell|L.O.C.>|<cell|470>|<cell|290>|<cell|310>>>>>|<label|tabPersonDaysLang>Person-days
  52.472 -    to design, code, and test the library plus plug-in of each language, in
  52.473 -    the order attempted. L.O.C. is lines of (original) code, excluding
  52.474 -    libraries and comments.>>>>>>
  52.475 -
  52.476 -    <paragraph|Execution Performance:> \ seen in Table
  52.477 -    <reference|tabOverheadCycles>.
  52.478 -
  52.479 -    The code has not been designed for speed, but rather to be easy to
  52.480 -    understand and modify. In particular, the schedulers are simple queues
  52.481 -    with no optimization for performance.
  52.482 -
  52.483 -    <\with|par-mode|left>
  52.484 -      <tabular|<tformat|<table|<row|<cell|<small-table|<tabular|<tformat|<cwith|3|18|4|5|cell-halign|r>|<cwith|1|1|4|5|cell-halign|r>|<cwith|10|10|1|4|cell-tborder|.05fn>|<cwith|13|13|1|4|cell-tborder|.05fn>|<cwith|16|16|1|4|cell-tborder|.05fn>|<cwith|18|18|1|4|cell-bborder|.05fn>|<cwith|7|7|4|4|cell-halign|r>|<cwith|1|18|3|3|cell-halign|r>|<twith|table-lborder|.05fn>|<twith|table-rborder|.05fn>|<twith|table-bborder|.05fn>|<twith|table-tborder|.05fn>|<table|<row|<cell|>|<cell|>|<cell|comp>|<cell|comp>>|<row|<cell|VMS
  52.485 -      Only:>|<cell|>|<cell|only>|<cell|+mem>>|<row|<cell|<verbatim|master_loop>>|<cell|>|<cell|91>|<cell|
  52.486 -      \ 110>>|<row|<cell|switch VPs>|<cell|>|<cell|77>|<cell|
  52.487 -      \ 130>>|<row|<cell|>|<cell|>|<cell|>|<cell|>>|<row|<cell|(malloc)>|<cell|>|<cell|160>|<cell|2300>>|<row|<cell|(create
  52.488 -      VP)>|<cell|>|<cell|540>|<cell|3800>>|<row|<cell|>|<cell|>|<cell|>|<cell|>>|<row|<cell|Language:>|<cell|>|<cell|>|<cell|>>|<row|<cell|SSR>|<cell|plugin
  52.489 -      -- concur>|<cell|190>|<cell|540>>|<row|<cell|>|<cell|plugin --
  52.490 -      all>|<cell|530>|<cell|2200>>|<row|<cell|>|<cell|lock>|<cell|>|<cell|
  52.491 -      250>>|<row|<cell|VPThread>|<cell|plugin --
  52.492 -      concur>|<cell|66>|<cell|710>>|<row|<cell|>|<cell|plugin --
  52.493 -      all>|<cell|180>|<cell|1500>>|<row|<cell|>|<cell|lock>|<cell|>|<cell|
  52.494 -      250>>|<row|<cell|VCilk>|<cell|plugin --
  52.495 -      concur>|<cell|65>|<cell|260>>|<row|<cell|>|<cell|plugin --
  52.496 -      all>|<cell|330>|<cell|1800>>|<row|<cell|>|<cell|lock>|<cell|>|<cell|
  52.497 -      250>>>>>|<label|tabOverheadCycles>Cycles of overhead, per scheduled
  52.498 -      slave, consisting of: A) VMS-only cycles spent in VMS portion of
  52.499 -      <verbatim|master_loop>, B) time in the <verbatim|core_loop> to switch
  52.500 -      between VPs, C) Language-specific cycles spent in the plugin's Request
  52.501 -      Handler and Scheduler, and D) obtaining the Master lock. \ ``comp
  52.502 -      only'' column is cycles with perfect memory, ``comp + mem'' is actual
  52.503 -      cycles. ``Plugin-concur'' is only concurrency related requests,
  52.504 -      ``plugin-all'' includes create and malloc requests. Numbers are to two
  52.505 -      significant digits due to variability. \ Language overhead was measured
  52.506 -      while running Matrix Multiply.>>>>>>
  52.507 -    </with>
  52.508 -
  52.509 -    <paragraph|Head to Head: VCilk vs Cilk 5.4 \ plus \ VPThread vs
  52.510 -    pthread:>We compare our implementation of the <verbatim|spawn> and
  52.511 -    <verbatim|sync> constructs against the distributed version of Cilk, in
  52.512 -    Table <reference|tabHeadToHeadVCilk>, which shows that the same
  52.513 -    application code has similar performance.
  52.514 -
  52.515 -    <tabular|<tformat|<table|<row|<cell|<small-table|<tabular|<tformat|<cwith|8|8|1|4|cell-tborder|.05fn>|<cwith|4|4|1|4|cell-tborder|.05fn>|<cwith|2|2|1|4|cell-tborder|.05fn>|<cwith|2|9|2|2|cell-lborder|.05fn>|<cwith|7|7|2|2|cell-lborder|.05fn>|<cwith|6|6|2|3|cell-tborder|.05fn>|<cwith|6|6|2|2|cell-lborder|.05fn>|<cwith|6|6|4|4|cell-tborder|.05fn>|<cwith|6|6|1|1|cell-tborder|.05fn>|<cwith|9|9|1|3|cell-bborder|.05fn>|<twith|table-lborder|.05fn>|<twith|table-rborder|.05fn>|<twith|table-bborder|.05fn>|<twith|table-tborder|.05fn>|<table|<row|<cell|Matrix
  52.516 -    size>|<cell|>|<cell|>>|<row|<cell|81x81>|<cell|Cilk>|<cell|.017>>|<row|<cell|>|<cell|VCilk>|<cell|.008>>|<row|<cell|324x324>|<cell|Cilk>|<cell|.13>>|<row|<cell|>|<cell|VCilk>|<cell|.13>>|<row|<cell|648x648>|<cell|Cilk>|<cell|.71>>|<row|<cell|>|<cell|VCilk>|<cell|.85>>|<row|<cell|1296x1296>|<cell|Cilk>|<cell|4.8>>|<row|<cell|>|<cell|VCilk>|<cell|6.2>>>>>|<label|tabHeadToHeadVCilk>Head-to-head
  52.517 -    comparison of exe time in seconds for VCilk vs Cilk 5.4 on MM. \ VCilk
  52.518 -    does 23% worse on large matrices that run for several seconds, but 210%
  52.519 -    better on small matrices requiring milliseconds.>>>>>>
  52.520 -
  52.521 -    \;
  52.522 -
  52.523 -    Versus pthreads, our VMS based implementation has more than an order of
  52.524 -    magnitude better overhead per invocation of mutex or condition variable
  52.525 -    functionality, as seen in Table <reference|tabVPThreadSync>.
  52.526 -
  52.527 -    <\with|par-mode|left>
  52.528 -      <tabular|<tformat|<table|<row|<cell|<small-table|<tabular|<tformat|<cwith|4|7|2|5|cell-halign|r>|<cwith|6|6|4|5|cell-halign|r>|<cwith|1|1|2|2|cell-width|2.7fn>|<cwith|1|1|2|2|cell-hmode|exact>|<cwith|2|3|2|3|cell-halign|r>|<twith|table-lborder|.05fn>|<twith|table-rborder|.05fn>|<twith|table-bborder|.05fn>|<twith|table-tborder|.05fn>|<cwith|4|4|1|5|cell-tborder|.05fn>|<cwith|2|2|2|5|cell-tborder|.05fn>|<cwith|1|7|4|4|cell-lborder|.05fn>|<cwith|1|7|4|4|cell-rborder|.05fn>|<table|<row|<cell|>|<cell|
  52.529 -      VPThread>|<cell|>|<cell|pthread>|<cell|ratio>>|<row|<cell|>|<cell|comp>|<cell|total>|<cell|>|<cell|>>|<row|<cell|>|<cell|only>|<cell|>|<cell|>|<cell|>>|<row|<cell|mutex_lock>|<cell|85>|<cell|1050>|<cell|50,000>|<cell|48:1>>|<row|<cell|mutex_unlock>|<cell|85>|<cell|610>|<cell|45,000>|<cell|74:1>>|<row|<cell|cond_wait
  52.530 -      >|<cell|85>|<cell|850>|<cell|60,000>|<cell|71:1>>|<row|<cell|cond_signal>|<cell|90>|<cell|650>|<cell|60,000>|<cell|92:1>>>>>|<label|tabVPThreadSync>Rough
  52.531 -      measurements of cycles to perform synchronization primitives. \ For
  52.532 -      VPThread, the first column shows computation time of plugin when all
  52.533 -      memory accesses hit in the cache. The second column is total time,
  52.534 -      including <verbatim|master_loop>, <verbatim|core_loop>, and the effects
  52.535 -      of cache and page misses. Pthread times are deduced from round-trip
  52.536 -      experiments. The ratio calculations are pthread vs total
  52.537 -      VPThread.>>>>>>
  52.538 -    </with>
  52.539 -
  52.540 -    <section|<label|secConclusion>Conclusion>
  52.541 -
  52.542 -    This is a position paper, merely a suggestion for a large scale
  52.543 -    organizing principle by which real-world entities can cooperatively
  52.544 -    achieve performance portability. The key pattern is the funnelling of
  52.545 -    many applications to the same parallelism information at the top, the
  52.546 -    funnelling of many hardware platforms to the same abstraction at the
  52.547 -    bottom, and the set of plugins that connect the two ends.
  52.548 -  </with>
  52.549 -
  52.550 -  <\bibliography|bib|Helpers/plain|Helpers/Bib_for_papers.bib>
  52.551 -    \;
  52.552 -  </bibliography>
  52.553 -
  52.554 -  \;
  52.555 -
  52.556 -  \;
  52.557 -</body>
  52.558 -
  52.559 -<\initial>
  52.560 -  <\collection>
  52.561 -    <associate|font-base-size|9>
  52.562 -    <associate|language|american>
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  52.573 -</initial>
  52.574 -
  52.575 -<\references>
  52.576 -  <\collection>
  52.577 -    <associate|auto-1|<tuple|1|1>>
  52.578 -    <associate|auto-10|<tuple|1|4>>
  52.579 -    <associate|auto-11|<tuple|2|4>>
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  52.612 -    <associate|auto-41|<tuple|9|10>>
  52.613 -    <associate|auto-42|<tuple|9|10>>
  52.614 -    <associate|auto-43|<tuple|9|10>>
  52.615 -    <associate|auto-44|<tuple|16|10>>
  52.616 -    <associate|auto-45|<tuple|3|10>>
  52.617 -    <associate|auto-46|<tuple|4|11>>
  52.618 -    <associate|auto-47|<tuple|9|11>>
  52.619 -    <associate|auto-48|<tuple|9|11>>
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  52.625 -    <associate|auto-6|<tuple|5|2>>
  52.626 -    <associate|auto-7|<tuple|5.1|3>>
  52.627 -    <associate|auto-8|<tuple|6|4>>
  52.628 -    <associate|auto-9|<tuple|6.1|4>>
  52.629 -    <associate|bib-Actors97|<tuple|1|10>>
  52.630 -    <associate|bib-CILKHome|<tuple|6|10>>
  52.631 -    <associate|bib-ComponentModel00|<tuple|11|10>>
  52.632 -    <associate|bib-Conway63|<tuple|2|10>>
  52.633 -    <associate|bib-Dijkstra67|<tuple|4|10>>
  52.634 -    <associate|bib-Gelernter85Linda|<tuple|5|10>>
  52.635 -    <associate|bib-Hewitt10|<tuple|8|10>>
  52.636 -    <associate|bib-Lamport78|<tuple|6|11>>
  52.637 -    <associate|bib-Lamport87|<tuple|10|10>>
  52.638 -    <associate|bib-OpenMPHome|<tuple|14|10>>
  52.639 -    <associate|bib-TBBHome|<tuple|3|10>>
  52.640 -    <associate|bib-VMSHome|<tuple|7|10>>
  52.641 -    <associate|bib-hoare78|<tuple|9|10>>
  52.642 -    <associate|bib-milner80|<tuple|12|10>>
  52.643 -    <associate|bib-milner99|<tuple|13|10>>
  52.644 -    <associate|figAppFlow|<tuple|5|6>>
  52.645 -    <associate|figInternals|<tuple|4|4>>
  52.646 -    <associate|figMasterSplit|<tuple|6|6>>
  52.647 -    <associate|figTimeMapping|<tuple|6|4>>
  52.648 -    <associate|secAbsModel|<tuple|6|4>>
  52.649 -    <associate|secApp|<tuple|6|7>>
  52.650 -    <associate|secConclusion|<tuple|10|6>>
  52.651 -    <associate|secInternal|<tuple|3|4>>
  52.652 -    <associate|secLib|<tuple|6|8>>
  52.653 -    <associate|secOS|<tuple|5.2|10>>
  52.654 -    <associate|secResults|<tuple|10|5>>
  52.655 -    <associate|tabHeadToHeadVCilk|<tuple|3|5>>
  52.656 -    <associate|tabMasterCycles|<tuple|2|?>>
  52.657 -    <associate|tabOverheadCycles|<tuple|2|5>>
  52.658 -    <associate|tabPersonDaysLang|<tuple|1|5>>
  52.659 -    <associate|tabVPThreadSync|<tuple|4|6>>
  52.660 -  </collection>
  52.661 -</references>
  52.662 -
  52.663 -<\auxiliary>
  52.664 -  <\collection>
  52.665 -    <\associate|bib>
  52.666 -      Hewitt10
  52.667 -
  52.668 -      Actors97
  52.669 -
  52.670 -      ComponentModel00
  52.671 -
  52.672 -      hoare78
  52.673 -
  52.674 -      milner99
  52.675 -
  52.676 -      Gelernter85Linda
  52.677 -    </associate>
  52.678 -    <\associate|figure>
  52.679 -      <tuple|normal|The three places that specialization occurs. In the top
  52.680 -      box, the toolchain extracts task information useful to the scheduler
  52.681 -      and packages it into the binary, specializing the source to the
  52.682 -      plugin's interface. \ In the middle, the scheduler in the plugin
  52.683 -      retrives the info and uses it to make scheduling decisions,
  52.684 -      specializing the binary to the hardware abstraction. At the bottom, the
  52.685 -      VMS-core implementation hides hardware details behind the interface,
  52.686 -      specializing the hardware to the hardware
  52.687 -      abstraction.|<pageref|auto-6>>
  52.688 -
  52.689 -      <\tuple|normal>
  52.690 -        \;
  52.691 -
  52.692 -        The toolchain is split, the top portion is related to parallelism and
  52.693 -        the bottom portion does sequential compilation of C code. In the top
  52.694 -        box, source code is transformed into C code that has calls inserted.
  52.695 -        They invoke the plugin, during the run, to perform concurrency
  52.696 -        operations, such as synchronizations, sends, receives, publish, and
  52.697 -        so on. The top box also extracts parallelism information from the
  52.698 -        source, and encodes it as implementations of library calls. These are
  52.699 -        later invoked by the plugin to retrieve the information. \ In this
  52.700 -        way, the generated parallelism information passes through any
  52.701 -        standard sequential C compiler, which is the only hardware-specific
  52.702 -        portion.
  52.703 -      </tuple|<pageref|auto-7>>
  52.704 -
  52.705 -      <tuple|normal|Eco-system is composed of toolchains, plugins, and HW
  52.706 -      abstractions. \ Each element, such as a particular plugin or sequential
  52.707 -      C compiler, is supplied by a different physical-world entity, such as a
  52.708 -      company or a research group. \ Elements related to a particular
  52.709 -      language are all shown in the same color, while elements related to the
  52.710 -      same hardware class are also shown in the same color. \ The plugins
  52.711 -      combine a language color with a hardware class color because they
  52.712 -      depend on both. \ As can be seen by the coloring, the toolchain for a
  52.713 -      language is independent of HW except for the sequential C
  52.714 -      compilers.|<pageref|auto-8>>
  52.715 -
  52.716 -      <tuple|normal|<label|figInternals>Internal elements of VMS
  52.717 -      implementation |<pageref|auto-12>>
  52.718 -    </associate>
  52.719 -    <\associate|table>
  52.720 -      <tuple|normal|<label|tabPersonDaysLang>Person-days to design, code, and
  52.721 -      test the library plus plug-in of each language, in the order attempted.
  52.722 -      L.O.C. is lines of (original) code, excluding libraries and
  52.723 -      comments.|<pageref|auto-18>>
  52.724 -
  52.725 -      <tuple|normal|<label|tabOverheadCycles>Cycles of overhead, per
  52.726 -      scheduled slave, consisting of: A) VMS-only cycles spent in VMS portion
  52.727 -      of <with|font-family|<quote|tt>|language|<quote|verbatim>|master_loop>,
  52.728 -      B) time in the <with|font-family|<quote|tt>|language|<quote|verbatim>|core_loop>
  52.729 -      to switch between VPs, C) Language-specific cycles spent in the
  52.730 -      plugin's Request Handler and Scheduler, and D) obtaining the Master
  52.731 -      lock. \ ``comp only'' column is cycles with perfect memory, ``comp +
  52.732 -      mem'' is actual cycles. ``Plugin-concur'' is only concurrency related
  52.733 -      requests, ``plugin-all'' includes create and malloc requests. Numbers
  52.734 -      are to two significant digits due to variability. \ Language overhead
  52.735 -      was measured while running Matrix Multiply.|<pageref|auto-20>>
  52.736 -
  52.737 -      <tuple|normal|<label|tabHeadToHeadVCilk>Head-to-head comparison of exe
  52.738 -      time in seconds for VCilk vs Cilk 5.4 on MM. \ VCilk does 23% worse on
  52.739 -      large matrices that run for several seconds, but 210% better on small
  52.740 -      matrices requiring milliseconds.|<pageref|auto-22>>
  52.741 -
  52.742 -      <tuple|normal|<label|tabVPThreadSync>Rough measurements of cycles to
  52.743 -      perform synchronization primitives. \ For VPThread, the first column
  52.744 -      shows computation time of plugin when all memory accesses hit in the
  52.745 -      cache. The second column is total time, including
  52.746 -      <with|font-family|<quote|tt>|language|<quote|verbatim>|master_loop>,
  52.747 -      <with|font-family|<quote|tt>|language|<quote|verbatim>|core_loop>, and
  52.748 -      the effects of cache and page misses. Pthread times are deduced from
  52.749 -      round-trip experiments. The ratio calculations are pthread vs total
  52.750 -      VPThread.|<pageref|auto-23>>
  52.751 -    </associate>
  52.752 -    <\associate|toc>
  52.753 -      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|1<space|2spc>Overview
  52.754 -      and Motivation> <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  52.755 -      <no-break><pageref|auto-1><vspace|0.5fn>
  52.756 -
  52.757 -      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|2<space|2spc>VMS>
  52.758 -      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  52.759 -      <no-break><pageref|auto-2><vspace|0.5fn>
  52.760 -
  52.761 -      <with|par-left|<quote|1.5fn>|2.1<space|2spc>Overview of VMS
  52.762 -      \ \ <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  52.763 -      <no-break><pageref|auto-3>>
  52.764 -
  52.765 -      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|3<space|2spc>Specialization>
  52.766 -      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  52.767 -      <no-break><pageref|auto-4><vspace|0.5fn>
  52.768 -
  52.769 -      <with|par-left|<quote|1.5fn>|3.1<space|2spc>Three-step specialization
  52.770 -      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  52.771 -      <no-break><pageref|auto-5>>
  52.772 -
  52.773 -      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|4<space|2spc>Eco-System>
  52.774 -      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  52.775 -      <no-break><pageref|auto-9><vspace|0.5fn>
  52.776 -
  52.777 -      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|5<space|2spc>>
  52.778 -      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  52.779 -      <no-break><pageref|auto-10><vspace|0.5fn>
  52.780 -
  52.781 -      <with|par-left|<quote|1.5fn>|5.1<space|2spc>Internal Workings of VMS
  52.782 -      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  52.783 -      <no-break><pageref|auto-11>>
  52.784 -
  52.785 -      <with|par-left|<quote|6fn>|Steps of Operation:
  52.786 -      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  52.787 -      <no-break><pageref|auto-13><vspace|0.15fn>>
  52.788 -
  52.789 -      <with|par-left|<quote|6fn>|Enabling sequential implementation of
  52.790 -      concurrency semantics: <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  52.791 -      <no-break><pageref|auto-14><vspace|0.15fn>>
  52.792 -
  52.793 -      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|6<space|2spc><label|secResults>Performance>
  52.794 -      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  52.795 -      <no-break><pageref|auto-15><vspace|0.5fn>
  52.796 -
  52.797 -      <with|par-left|<quote|6fn>|Setup: <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  52.798 -      <no-break><pageref|auto-16><vspace|0.15fn>>
  52.799 -
  52.800 -      <with|par-left|<quote|6fn>|Implementation-Time:
  52.801 -      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  52.802 -      <no-break><pageref|auto-17><vspace|0.15fn>>
  52.803 -
  52.804 -      <with|par-left|<quote|6fn>|Execution Performance:
  52.805 -      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  52.806 -      <no-break><pageref|auto-19><vspace|0.15fn>>
  52.807 -
  52.808 -      <with|par-left|<quote|6fn>|Head to Head: VCilk vs Cilk 5.4 \ plus
  52.809 -      \ VPThread vs pthread: <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  52.810 -      <no-break><pageref|auto-21><vspace|0.15fn>>
  52.811 -
  52.812 -      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|7<space|2spc><label|secConclusion>Conclusion>
  52.813 -      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  52.814 -      <no-break><pageref|auto-24><vspace|0.5fn>
  52.815 -
  52.816 -      <vspace*|1fn><with|font-series|<quote|bold>|math-font-series|<quote|bold>|Bibliography>
  52.817 -      <datoms|<macro|x|<repeat|<arg|x>|<with|font-series|medium|<with|font-size|1|<space|0.2fn>.<space|0.2fn>>>>>|<htab|5mm>>
  52.818 -      <no-break><pageref|auto-25><vspace|0.5fn>
  52.819 -    </associate>
  52.820 -  </collection>
  52.821 -</auxiliary>
  52.822 \ No newline at end of file
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   57.73 -/M {moveto} bind def
   57.74 -/L {lineto} bind def
   57.75 -/R {rmoveto} bind def
   57.76 -/V {rlineto} bind def
   57.77 -/N {newpath moveto} bind def
   57.78 -/Z {closepath} bind def
   57.79 -/C {setrgbcolor} bind def
   57.80 -/f {rlineto fill} bind def
   57.81 -/g {setgray} bind def
   57.82 -/Gshow {show} def   % May be redefined later in the file to support UTF-8
   57.83 -/vpt2 vpt 2 mul def
   57.84 -/hpt2 hpt 2 mul def
   57.85 -/Lshow {currentpoint stroke M 0 vshift R 
   57.86 -	Blacktext {gsave 0 setgray show grestore} {show} ifelse} def
   57.87 -/Rshow {currentpoint stroke M dup stringwidth pop neg vshift R
   57.88 -	Blacktext {gsave 0 setgray show grestore} {show} ifelse} def
   57.89 -/Cshow {currentpoint stroke M dup stringwidth pop -2 div vshift R 
   57.90 -	Blacktext {gsave 0 setgray show grestore} {show} ifelse} def
   57.91 -/UP {dup vpt_ mul /vpt exch def hpt_ mul /hpt exch def
   57.92 -  /hpt2 hpt 2 mul def /vpt2 vpt 2 mul def} def
   57.93 -/DL {Color {setrgbcolor Solid {pop []} if 0 setdash}
   57.94 - {pop pop pop 0 setgray Solid {pop []} if 0 setdash} ifelse} def
   57.95 -/BL {stroke userlinewidth 2 mul setlinewidth
   57.96 -	Rounded {1 setlinejoin 1 setlinecap} if} def
   57.97 -/AL {stroke userlinewidth 2 div setlinewidth
   57.98 -	Rounded {1 setlinejoin 1 setlinecap} if} def
   57.99 -/UL {dup gnulinewidth mul /userlinewidth exch def
  57.100 -	dup 1 lt {pop 1} if 10 mul /udl exch def} def
  57.101 -/PL {stroke userlinewidth setlinewidth
  57.102 -	Rounded {1 setlinejoin 1 setlinecap} if} def
  57.103 -3.8 setmiterlimit
  57.104 -% Default Line colors
  57.105 -/LCw {1 1 1} def
  57.106 -/LCb {0 0 0} def
  57.107 -/LCa {0 0 0} def
  57.108 -/LC0 {1 0 0} def
  57.109 -/LC1 {0 1 0} def
  57.110 -/LC2 {0 0 1} def
  57.111 -/LC3 {1 0 1} def
  57.112 -/LC4 {0 1 1} def
  57.113 -/LC5 {1 1 0} def
  57.114 -/LC6 {0 0 0} def
  57.115 -/LC7 {1 0.3 0} def
  57.116 -/LC8 {0.5 0.5 0.5} def
  57.117 -% Default Line Types
  57.118 -/LTw {PL [] 1 setgray} def
  57.119 -/LTb {BL [] LCb DL} def
  57.120 -/LTa {AL [1 udl mul 2 udl mul] 0 setdash LCa setrgbcolor} def
  57.121 -/LT0 {PL [] LC0 DL} def
  57.122 -/LT1 {PL [4 dl1 2 dl2] LC1 DL} def
  57.123 -/LT2 {PL [2 dl1 3 dl2] LC2 DL} def
  57.124 -/LT3 {PL [1 dl1 1.5 dl2] LC3 DL} def
  57.125 -/LT4 {PL [6 dl1 2 dl2 1 dl1 2 dl2] LC4 DL} def
  57.126 -/LT5 {PL [3 dl1 3 dl2 1 dl1 3 dl2] LC5 DL} def
  57.127 -/LT6 {PL [2 dl1 2 dl2 2 dl1 6 dl2] LC6 DL} def
  57.128 -/LT7 {PL [1 dl1 2 dl2 6 dl1 2 dl2 1 dl1 2 dl2] LC7 DL} def
  57.129 -/LT8 {PL [2 dl1 2 dl2 2 dl1 2 dl2 2 dl1 2 dl2 2 dl1 4 dl2] LC8 DL} def
  57.130 -/Pnt {stroke [] 0 setdash gsave 1 setlinecap M 0 0 V stroke grestore} def
  57.131 -/Dia {stroke [] 0 setdash 2 copy vpt add M
  57.132 -  hpt neg vpt neg V hpt vpt neg V
  57.133 -  hpt vpt V hpt neg vpt V closepath stroke
  57.134 -  Pnt} def
  57.135 -/Pls {stroke [] 0 setdash vpt sub M 0 vpt2 V
  57.136 -  currentpoint stroke M
  57.137 -  hpt neg vpt neg R hpt2 0 V stroke
  57.138 - } def
  57.139 -/Box {stroke [] 0 setdash 2 copy exch hpt sub exch vpt add M
  57.140 -  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  57.141 -  hpt2 neg 0 V closepath stroke
  57.142 -  Pnt} def
  57.143 -/Crs {stroke [] 0 setdash exch hpt sub exch vpt add M
  57.144 -  hpt2 vpt2 neg V currentpoint stroke M
  57.145 -  hpt2 neg 0 R hpt2 vpt2 V stroke} def
  57.146 -/TriU {stroke [] 0 setdash 2 copy vpt 1.12 mul add M
  57.147 -  hpt neg vpt -1.62 mul V
  57.148 -  hpt 2 mul 0 V
  57.149 -  hpt neg vpt 1.62 mul V closepath stroke
  57.150 -  Pnt} def
  57.151 -/Star {2 copy Pls Crs} def
  57.152 -/BoxF {stroke [] 0 setdash exch hpt sub exch vpt add M
  57.153 -  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  57.154 -  hpt2 neg 0 V closepath fill} def
  57.155 -/TriUF {stroke [] 0 setdash vpt 1.12 mul add M
  57.156 -  hpt neg vpt -1.62 mul V
  57.157 -  hpt 2 mul 0 V
  57.158 -  hpt neg vpt 1.62 mul V closepath fill} def
  57.159 -/TriD {stroke [] 0 setdash 2 copy vpt 1.12 mul sub M
  57.160 -  hpt neg vpt 1.62 mul V
  57.161 -  hpt 2 mul 0 V
  57.162 -  hpt neg vpt -1.62 mul V closepath stroke
  57.163 -  Pnt} def
  57.164 -/TriDF {stroke [] 0 setdash vpt 1.12 mul sub M
  57.165 -  hpt neg vpt 1.62 mul V
  57.166 -  hpt 2 mul 0 V
  57.167 -  hpt neg vpt -1.62 mul V closepath fill} def
  57.168 -/DiaF {stroke [] 0 setdash vpt add M
  57.169 -  hpt neg vpt neg V hpt vpt neg V
  57.170 -  hpt vpt V hpt neg vpt V closepath fill} def
  57.171 -/Pent {stroke [] 0 setdash 2 copy gsave
  57.172 -  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  57.173 -  closepath stroke grestore Pnt} def
  57.174 -/PentF {stroke [] 0 setdash gsave
  57.175 -  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  57.176 -  closepath fill grestore} def
  57.177 -/Circle {stroke [] 0 setdash 2 copy
  57.178 -  hpt 0 360 arc stroke Pnt} def
  57.179 -/CircleF {stroke [] 0 setdash hpt 0 360 arc fill} def
  57.180 -/C0 {BL [] 0 setdash 2 copy moveto vpt 90 450 arc} bind def
  57.181 -/C1 {BL [] 0 setdash 2 copy moveto
  57.182 -	2 copy vpt 0 90 arc closepath fill
  57.183 -	vpt 0 360 arc closepath} bind def
  57.184 -/C2 {BL [] 0 setdash 2 copy moveto
  57.185 -	2 copy vpt 90 180 arc closepath fill
  57.186 -	vpt 0 360 arc closepath} bind def
  57.187 -/C3 {BL [] 0 setdash 2 copy moveto
  57.188 -	2 copy vpt 0 180 arc closepath fill
  57.189 -	vpt 0 360 arc closepath} bind def
  57.190 -/C4 {BL [] 0 setdash 2 copy moveto
  57.191 -	2 copy vpt 180 270 arc closepath fill
  57.192 -	vpt 0 360 arc closepath} bind def
  57.193 -/C5 {BL [] 0 setdash 2 copy moveto
  57.194 -	2 copy vpt 0 90 arc
  57.195 -	2 copy moveto
  57.196 -	2 copy vpt 180 270 arc closepath fill
  57.197 -	vpt 0 360 arc} bind def
  57.198 -/C6 {BL [] 0 setdash 2 copy moveto
  57.199 -	2 copy vpt 90 270 arc closepath fill
  57.200 -	vpt 0 360 arc closepath} bind def
  57.201 -/C7 {BL [] 0 setdash 2 copy moveto
  57.202 -	2 copy vpt 0 270 arc closepath fill
  57.203 -	vpt 0 360 arc closepath} bind def
  57.204 -/C8 {BL [] 0 setdash 2 copy moveto
  57.205 -	2 copy vpt 270 360 arc closepath fill
  57.206 -	vpt 0 360 arc closepath} bind def
  57.207 -/C9 {BL [] 0 setdash 2 copy moveto
  57.208 -	2 copy vpt 270 450 arc closepath fill
  57.209 -	vpt 0 360 arc closepath} bind def
  57.210 -/C10 {BL [] 0 setdash 2 copy 2 copy moveto vpt 270 360 arc closepath fill
  57.211 -	2 copy moveto
  57.212 -	2 copy vpt 90 180 arc closepath fill
  57.213 -	vpt 0 360 arc closepath} bind def
  57.214 -/C11 {BL [] 0 setdash 2 copy moveto
  57.215 -	2 copy vpt 0 180 arc closepath fill
  57.216 -	2 copy moveto
  57.217 -	2 copy vpt 270 360 arc closepath fill
  57.218 -	vpt 0 360 arc closepath} bind def
  57.219 -/C12 {BL [] 0 setdash 2 copy moveto
  57.220 -	2 copy vpt 180 360 arc closepath fill
  57.221 -	vpt 0 360 arc closepath} bind def
  57.222 -/C13 {BL [] 0 setdash 2 copy moveto
  57.223 -	2 copy vpt 0 90 arc closepath fill
  57.224 -	2 copy moveto
  57.225 -	2 copy vpt 180 360 arc closepath fill
  57.226 -	vpt 0 360 arc closepath} bind def
  57.227 -/C14 {BL [] 0 setdash 2 copy moveto
  57.228 -	2 copy vpt 90 360 arc closepath fill
  57.229 -	vpt 0 360 arc} bind def
  57.230 -/C15 {BL [] 0 setdash 2 copy vpt 0 360 arc closepath fill
  57.231 -	vpt 0 360 arc closepath} bind def
  57.232 -/Rec {newpath 4 2 roll moveto 1 index 0 rlineto 0 exch rlineto
  57.233 -	neg 0 rlineto closepath} bind def
  57.234 -/Square {dup Rec} bind def
  57.235 -/Bsquare {vpt sub exch vpt sub exch vpt2 Square} bind def
  57.236 -/S0 {BL [] 0 setdash 2 copy moveto 0 vpt rlineto BL Bsquare} bind def
  57.237 -/S1 {BL [] 0 setdash 2 copy vpt Square fill Bsquare} bind def
  57.238 -/S2 {BL [] 0 setdash 2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  57.239 -/S3 {BL [] 0 setdash 2 copy exch vpt sub exch vpt2 vpt Rec fill Bsquare} bind def
  57.240 -/S4 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  57.241 -/S5 {BL [] 0 setdash 2 copy 2 copy vpt Square fill
  57.242 -	exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  57.243 -/S6 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill Bsquare} bind def
  57.244 -/S7 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill
  57.245 -	2 copy vpt Square fill Bsquare} bind def
  57.246 -/S8 {BL [] 0 setdash 2 copy vpt sub vpt Square fill Bsquare} bind def
  57.247 -/S9 {BL [] 0 setdash 2 copy vpt sub vpt vpt2 Rec fill Bsquare} bind def
  57.248 -/S10 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt Square fill
  57.249 -	Bsquare} bind def
  57.250 -/S11 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt2 vpt Rec fill
  57.251 -	Bsquare} bind def
  57.252 -/S12 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill Bsquare} bind def
  57.253 -/S13 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  57.254 -	2 copy vpt Square fill Bsquare} bind def
  57.255 -/S14 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  57.256 -	2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  57.257 -/S15 {BL [] 0 setdash 2 copy Bsquare fill Bsquare} bind def
  57.258 -/D0 {gsave translate 45 rotate 0 0 S0 stroke grestore} bind def
  57.259 -/D1 {gsave translate 45 rotate 0 0 S1 stroke grestore} bind def
  57.260 -/D2 {gsave translate 45 rotate 0 0 S2 stroke grestore} bind def
  57.261 -/D3 {gsave translate 45 rotate 0 0 S3 stroke grestore} bind def
  57.262 -/D4 {gsave translate 45 rotate 0 0 S4 stroke grestore} bind def
  57.263 -/D5 {gsave translate 45 rotate 0 0 S5 stroke grestore} bind def
  57.264 -/D6 {gsave translate 45 rotate 0 0 S6 stroke grestore} bind def
  57.265 -/D7 {gsave translate 45 rotate 0 0 S7 stroke grestore} bind def
  57.266 -/D8 {gsave translate 45 rotate 0 0 S8 stroke grestore} bind def
  57.267 -/D9 {gsave translate 45 rotate 0 0 S9 stroke grestore} bind def
  57.268 -/D10 {gsave translate 45 rotate 0 0 S10 stroke grestore} bind def
  57.269 -/D11 {gsave translate 45 rotate 0 0 S11 stroke grestore} bind def
  57.270 -/D12 {gsave translate 45 rotate 0 0 S12 stroke grestore} bind def
  57.271 -/D13 {gsave translate 45 rotate 0 0 S13 stroke grestore} bind def
  57.272 -/D14 {gsave translate 45 rotate 0 0 S14 stroke grestore} bind def
  57.273 -/D15 {gsave translate 45 rotate 0 0 S15 stroke grestore} bind def
  57.274 -/DiaE {stroke [] 0 setdash vpt add M
  57.275 -  hpt neg vpt neg V hpt vpt neg V
  57.276 -  hpt vpt V hpt neg vpt V closepath stroke} def
  57.277 -/BoxE {stroke [] 0 setdash exch hpt sub exch vpt add M
  57.278 -  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  57.279 -  hpt2 neg 0 V closepath stroke} def
  57.280 -/TriUE {stroke [] 0 setdash vpt 1.12 mul add M
  57.281 -  hpt neg vpt -1.62 mul V
  57.282 -  hpt 2 mul 0 V
  57.283 -  hpt neg vpt 1.62 mul V closepath stroke} def
  57.284 -/TriDE {stroke [] 0 setdash vpt 1.12 mul sub M
  57.285 -  hpt neg vpt 1.62 mul V
  57.286 -  hpt 2 mul 0 V
  57.287 -  hpt neg vpt -1.62 mul V closepath stroke} def
  57.288 -/PentE {stroke [] 0 setdash gsave
  57.289 -  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  57.290 -  closepath stroke grestore} def
  57.291 -/CircE {stroke [] 0 setdash 
  57.292 -  hpt 0 360 arc stroke} def
  57.293 -/Opaque {gsave closepath 1 setgray fill grestore 0 setgray closepath} def
  57.294 -/DiaW {stroke [] 0 setdash vpt add M
  57.295 -  hpt neg vpt neg V hpt vpt neg V
  57.296 -  hpt vpt V hpt neg vpt V Opaque stroke} def
  57.297 -/BoxW {stroke [] 0 setdash exch hpt sub exch vpt add M
  57.298 -  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  57.299 -  hpt2 neg 0 V Opaque stroke} def
  57.300 -/TriUW {stroke [] 0 setdash vpt 1.12 mul add M
  57.301 -  hpt neg vpt -1.62 mul V
  57.302 -  hpt 2 mul 0 V
  57.303 -  hpt neg vpt 1.62 mul V Opaque stroke} def
  57.304 -/TriDW {stroke [] 0 setdash vpt 1.12 mul sub M
  57.305 -  hpt neg vpt 1.62 mul V
  57.306 -  hpt 2 mul 0 V
  57.307 -  hpt neg vpt -1.62 mul V Opaque stroke} def
  57.308 -/PentW {stroke [] 0 setdash gsave
  57.309 -  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  57.310 -  Opaque stroke grestore} def
  57.311 -/CircW {stroke [] 0 setdash 
  57.312 -  hpt 0 360 arc Opaque stroke} def
  57.313 -/BoxFill {gsave Rec 1 setgray fill grestore} def
  57.314 -/Density {
  57.315 -  /Fillden exch def
  57.316 -  currentrgbcolor
  57.317 -  /ColB exch def /ColG exch def /ColR exch def
  57.318 -  /ColR ColR Fillden mul Fillden sub 1 add def
  57.319 -  /ColG ColG Fillden mul Fillden sub 1 add def
  57.320 -  /ColB ColB Fillden mul Fillden sub 1 add def
  57.321 -  ColR ColG ColB setrgbcolor} def
  57.322 -/BoxColFill {gsave Rec PolyFill} def
  57.323 -/PolyFill {gsave Density fill grestore grestore} def
  57.324 -/h {rlineto rlineto rlineto gsave closepath fill grestore} bind def
  57.325 -%
  57.326 -% PostScript Level 1 Pattern Fill routine for rectangles
  57.327 -% Usage: x y w h s a XX PatternFill
  57.328 -%	x,y = lower left corner of box to be filled
  57.329 -%	w,h = width and height of box
  57.330 -%	  a = angle in degrees between lines and x-axis
  57.331 -%	 XX = 0/1 for no/yes cross-hatch
  57.332 -%
  57.333 -/PatternFill {gsave /PFa [ 9 2 roll ] def
  57.334 -  PFa 0 get PFa 2 get 2 div add PFa 1 get PFa 3 get 2 div add translate
  57.335 -  PFa 2 get -2 div PFa 3 get -2 div PFa 2 get PFa 3 get Rec
  57.336 -  gsave 1 setgray fill grestore clip
  57.337 -  currentlinewidth 0.5 mul setlinewidth
  57.338 -  /PFs PFa 2 get dup mul PFa 3 get dup mul add sqrt def
  57.339 -  0 0 M PFa 5 get rotate PFs -2 div dup translate
  57.340 -  0 1 PFs PFa 4 get div 1 add floor cvi
  57.341 -	{PFa 4 get mul 0 M 0 PFs V} for
  57.342 -  0 PFa 6 get ne {
  57.343 -	0 1 PFs PFa 4 get div 1 add floor cvi
  57.344 -	{PFa 4 get mul 0 2 1 roll M PFs 0 V} for
  57.345 - } if
  57.346 -  stroke grestore} def
  57.347 -%
  57.348 -/languagelevel where
  57.349 - {pop languagelevel} {1} ifelse
  57.350 - 2 lt
  57.351 -	{/InterpretLevel1 true def}
  57.352 -	{/InterpretLevel1 Level1 def}
  57.353 - ifelse
  57.354 -%
  57.355 -% PostScript level 2 pattern fill definitions
  57.356 -%
  57.357 -/Level2PatternFill {
  57.358 -/Tile8x8 {/PaintType 2 /PatternType 1 /TilingType 1 /BBox [0 0 8 8] /XStep 8 /YStep 8}
  57.359 -	bind def
  57.360 -/KeepColor {currentrgbcolor [/Pattern /DeviceRGB] setcolorspace} bind def
  57.361 -<< Tile8x8
  57.362 - /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke} 
  57.363 ->> matrix makepattern
  57.364 -/Pat1 exch def
  57.365 -<< Tile8x8
  57.366 - /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke
  57.367 -	0 4 M 4 8 L 8 4 L 4 0 L 0 4 L stroke}
  57.368 ->> matrix makepattern
  57.369 -/Pat2 exch def
  57.370 -<< Tile8x8
  57.371 - /PaintProc {0.5 setlinewidth pop 0 0 M 0 8 L
  57.372 -	8 8 L 8 0 L 0 0 L fill}
  57.373 ->> matrix makepattern
  57.374 -/Pat3 exch def
  57.375 -<< Tile8x8
  57.376 - /PaintProc {0.5 setlinewidth pop -4 8 M 8 -4 L
  57.377 -	0 12 M 12 0 L stroke}
  57.378 ->> matrix makepattern
  57.379 -/Pat4 exch def
  57.380 -<< Tile8x8
  57.381 - /PaintProc {0.5 setlinewidth pop -4 0 M 8 12 L
  57.382 -	0 -4 M 12 8 L stroke}
  57.383 ->> matrix makepattern
  57.384 -/Pat5 exch def
  57.385 -<< Tile8x8
  57.386 - /PaintProc {0.5 setlinewidth pop -2 8 M 4 -4 L
  57.387 -	0 12 M 8 -4 L 4 12 M 10 0 L stroke}
  57.388 ->> matrix makepattern
  57.389 -/Pat6 exch def
  57.390 -<< Tile8x8
  57.391 - /PaintProc {0.5 setlinewidth pop -2 0 M 4 12 L
  57.392 -	0 -4 M 8 12 L 4 -4 M 10 8 L stroke}
  57.393 ->> matrix makepattern
  57.394 -/Pat7 exch def
  57.395 -<< Tile8x8
  57.396 - /PaintProc {0.5 setlinewidth pop 8 -2 M -4 4 L
  57.397 -	12 0 M -4 8 L 12 4 M 0 10 L stroke}
  57.398 ->> matrix makepattern
  57.399 -/Pat8 exch def
  57.400 -<< Tile8x8
  57.401 - /PaintProc {0.5 setlinewidth pop 0 -2 M 12 4 L
  57.402 -	-4 0 M 12 8 L -4 4 M 8 10 L stroke}
  57.403 ->> matrix makepattern
  57.404 -/Pat9 exch def
  57.405 -/Pattern1 {PatternBgnd KeepColor Pat1 setpattern} bind def
  57.406 -/Pattern2 {PatternBgnd KeepColor Pat2 setpattern} bind def
  57.407 -/Pattern3 {PatternBgnd KeepColor Pat3 setpattern} bind def
  57.408 -/Pattern4 {PatternBgnd KeepColor Landscape {Pat5} {Pat4} ifelse setpattern} bind def
  57.409 -/Pattern5 {PatternBgnd KeepColor Landscape {Pat4} {Pat5} ifelse setpattern} bind def
  57.410 -/Pattern6 {PatternBgnd KeepColor Landscape {Pat9} {Pat6} ifelse setpattern} bind def
  57.411 -/Pattern7 {PatternBgnd KeepColor Landscape {Pat8} {Pat7} ifelse setpattern} bind def
  57.412 -} def
  57.413 -%
  57.414 -%
  57.415 -%End of PostScript Level 2 code
  57.416 -%
  57.417 -/PatternBgnd {
  57.418 -  TransparentPatterns {} {gsave 1 setgray fill grestore} ifelse
  57.419 -} def
  57.420 -%
  57.421 -% Substitute for Level 2 pattern fill codes with
  57.422 -% grayscale if Level 2 support is not selected.
  57.423 -%
  57.424 -/Level1PatternFill {
  57.425 -/Pattern1 {0.250 Density} bind def
  57.426 -/Pattern2 {0.500 Density} bind def
  57.427 -/Pattern3 {0.750 Density} bind def
  57.428 -/Pattern4 {0.125 Density} bind def
  57.429 -/Pattern5 {0.375 Density} bind def
  57.430 -/Pattern6 {0.625 Density} bind def
  57.431 -/Pattern7 {0.875 Density} bind def
  57.432 -} def
  57.433 -%
  57.434 -% Now test for support of Level 2 code
  57.435 -%
  57.436 -Level1 {Level1PatternFill} {Level2PatternFill} ifelse
  57.437 -%
  57.438 -/Symbol-Oblique /Symbol findfont [1 0 .167 1 0 0] makefont
  57.439 -dup length dict begin {1 index /FID eq {pop pop} {def} ifelse} forall
  57.440 -currentdict end definefont pop
  57.441 -/MFshow {
  57.442 -   { dup 5 get 3 ge
  57.443 -     { 5 get 3 eq {gsave} {grestore} ifelse }
  57.444 -     {dup dup 0 get findfont exch 1 get scalefont setfont
  57.445 -     [ currentpoint ] exch dup 2 get 0 exch R dup 5 get 2 ne {dup dup 6
  57.446 -     get exch 4 get {Gshow} {stringwidth pop 0 R} ifelse }if dup 5 get 0 eq
  57.447 -     {dup 3 get {2 get neg 0 exch R pop} {pop aload pop M} ifelse} {dup 5
  57.448 -     get 1 eq {dup 2 get exch dup 3 get exch 6 get stringwidth pop -2 div
  57.449 -     dup 0 R} {dup 6 get stringwidth pop -2 div 0 R 6 get
  57.450 -     show 2 index {aload pop M neg 3 -1 roll neg R pop pop} {pop pop pop
  57.451 -     pop aload pop M} ifelse }ifelse }ifelse }
  57.452 -     ifelse }
  57.453 -   forall} def
  57.454 -/Gswidth {dup type /stringtype eq {stringwidth} {pop (n) stringwidth} ifelse} def
  57.455 -/MFwidth {0 exch { dup 5 get 3 ge { 5 get 3 eq { 0 } { pop } ifelse }
  57.456 - {dup 3 get{dup dup 0 get findfont exch 1 get scalefont setfont
  57.457 -     6 get Gswidth pop add} {pop} ifelse} ifelse} forall} def
  57.458 -/MLshow { currentpoint stroke M
  57.459 -  0 exch R
  57.460 -  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  57.461 -/MRshow { currentpoint stroke M
  57.462 -  exch dup MFwidth neg 3 -1 roll R
  57.463 -  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  57.464 -/MCshow { currentpoint stroke M
  57.465 -  exch dup MFwidth -2 div 3 -1 roll R
  57.466 -  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  57.467 -/XYsave    { [( ) 1 2 true false 3 ()] } bind def
  57.468 -/XYrestore { [( ) 1 2 true false 4 ()] } bind def
  57.469 -end
  57.470 -%%EndProlog
  57.471 -%%Page: 1 1
  57.472 -gnudict begin
  57.473 -gsave
  57.474 -doclip
  57.475 -50 50 translate
  57.476 -0.100 0.100 scale
  57.477 -90 rotate
  57.478 -0 -5040 translate
  57.479 -0 setgray
  57.480 -newpath
  57.481 -(Helvetica) findfont 140 scalefont setfont
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  58.208 -	2 copy vpt 270 450 arc closepath fill
  58.209 -	vpt 0 360 arc closepath} bind def
  58.210 -/C10 {BL [] 0 setdash 2 copy 2 copy moveto vpt 270 360 arc closepath fill
  58.211 -	2 copy moveto
  58.212 -	2 copy vpt 90 180 arc closepath fill
  58.213 -	vpt 0 360 arc closepath} bind def
  58.214 -/C11 {BL [] 0 setdash 2 copy moveto
  58.215 -	2 copy vpt 0 180 arc closepath fill
  58.216 -	2 copy moveto
  58.217 -	2 copy vpt 270 360 arc closepath fill
  58.218 -	vpt 0 360 arc closepath} bind def
  58.219 -/C12 {BL [] 0 setdash 2 copy moveto
  58.220 -	2 copy vpt 180 360 arc closepath fill
  58.221 -	vpt 0 360 arc closepath} bind def
  58.222 -/C13 {BL [] 0 setdash 2 copy moveto
  58.223 -	2 copy vpt 0 90 arc closepath fill
  58.224 -	2 copy moveto
  58.225 -	2 copy vpt 180 360 arc closepath fill
  58.226 -	vpt 0 360 arc closepath} bind def
  58.227 -/C14 {BL [] 0 setdash 2 copy moveto
  58.228 -	2 copy vpt 90 360 arc closepath fill
  58.229 -	vpt 0 360 arc} bind def
  58.230 -/C15 {BL [] 0 setdash 2 copy vpt 0 360 arc closepath fill
  58.231 -	vpt 0 360 arc closepath} bind def
  58.232 -/Rec {newpath 4 2 roll moveto 1 index 0 rlineto 0 exch rlineto
  58.233 -	neg 0 rlineto closepath} bind def
  58.234 -/Square {dup Rec} bind def
  58.235 -/Bsquare {vpt sub exch vpt sub exch vpt2 Square} bind def
  58.236 -/S0 {BL [] 0 setdash 2 copy moveto 0 vpt rlineto BL Bsquare} bind def
  58.237 -/S1 {BL [] 0 setdash 2 copy vpt Square fill Bsquare} bind def
  58.238 -/S2 {BL [] 0 setdash 2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  58.239 -/S3 {BL [] 0 setdash 2 copy exch vpt sub exch vpt2 vpt Rec fill Bsquare} bind def
  58.240 -/S4 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  58.241 -/S5 {BL [] 0 setdash 2 copy 2 copy vpt Square fill
  58.242 -	exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  58.243 -/S6 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill Bsquare} bind def
  58.244 -/S7 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill
  58.245 -	2 copy vpt Square fill Bsquare} bind def
  58.246 -/S8 {BL [] 0 setdash 2 copy vpt sub vpt Square fill Bsquare} bind def
  58.247 -/S9 {BL [] 0 setdash 2 copy vpt sub vpt vpt2 Rec fill Bsquare} bind def
  58.248 -/S10 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt Square fill
  58.249 -	Bsquare} bind def
  58.250 -/S11 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt2 vpt Rec fill
  58.251 -	Bsquare} bind def
  58.252 -/S12 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill Bsquare} bind def
  58.253 -/S13 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  58.254 -	2 copy vpt Square fill Bsquare} bind def
  58.255 -/S14 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  58.256 -	2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  58.257 -/S15 {BL [] 0 setdash 2 copy Bsquare fill Bsquare} bind def
  58.258 -/D0 {gsave translate 45 rotate 0 0 S0 stroke grestore} bind def
  58.259 -/D1 {gsave translate 45 rotate 0 0 S1 stroke grestore} bind def
  58.260 -/D2 {gsave translate 45 rotate 0 0 S2 stroke grestore} bind def
  58.261 -/D3 {gsave translate 45 rotate 0 0 S3 stroke grestore} bind def
  58.262 -/D4 {gsave translate 45 rotate 0 0 S4 stroke grestore} bind def
  58.263 -/D5 {gsave translate 45 rotate 0 0 S5 stroke grestore} bind def
  58.264 -/D6 {gsave translate 45 rotate 0 0 S6 stroke grestore} bind def
  58.265 -/D7 {gsave translate 45 rotate 0 0 S7 stroke grestore} bind def
  58.266 -/D8 {gsave translate 45 rotate 0 0 S8 stroke grestore} bind def
  58.267 -/D9 {gsave translate 45 rotate 0 0 S9 stroke grestore} bind def
  58.268 -/D10 {gsave translate 45 rotate 0 0 S10 stroke grestore} bind def
  58.269 -/D11 {gsave translate 45 rotate 0 0 S11 stroke grestore} bind def
  58.270 -/D12 {gsave translate 45 rotate 0 0 S12 stroke grestore} bind def
  58.271 -/D13 {gsave translate 45 rotate 0 0 S13 stroke grestore} bind def
  58.272 -/D14 {gsave translate 45 rotate 0 0 S14 stroke grestore} bind def
  58.273 -/D15 {gsave translate 45 rotate 0 0 S15 stroke grestore} bind def
  58.274 -/DiaE {stroke [] 0 setdash vpt add M
  58.275 -  hpt neg vpt neg V hpt vpt neg V
  58.276 -  hpt vpt V hpt neg vpt V closepath stroke} def
  58.277 -/BoxE {stroke [] 0 setdash exch hpt sub exch vpt add M
  58.278 -  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  58.279 -  hpt2 neg 0 V closepath stroke} def
  58.280 -/TriUE {stroke [] 0 setdash vpt 1.12 mul add M
  58.281 -  hpt neg vpt -1.62 mul V
  58.282 -  hpt 2 mul 0 V
  58.283 -  hpt neg vpt 1.62 mul V closepath stroke} def
  58.284 -/TriDE {stroke [] 0 setdash vpt 1.12 mul sub M
  58.285 -  hpt neg vpt 1.62 mul V
  58.286 -  hpt 2 mul 0 V
  58.287 -  hpt neg vpt -1.62 mul V closepath stroke} def
  58.288 -/PentE {stroke [] 0 setdash gsave
  58.289 -  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  58.290 -  closepath stroke grestore} def
  58.291 -/CircE {stroke [] 0 setdash 
  58.292 -  hpt 0 360 arc stroke} def
  58.293 -/Opaque {gsave closepath 1 setgray fill grestore 0 setgray closepath} def
  58.294 -/DiaW {stroke [] 0 setdash vpt add M
  58.295 -  hpt neg vpt neg V hpt vpt neg V
  58.296 -  hpt vpt V hpt neg vpt V Opaque stroke} def
  58.297 -/BoxW {stroke [] 0 setdash exch hpt sub exch vpt add M
  58.298 -  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  58.299 -  hpt2 neg 0 V Opaque stroke} def
  58.300 -/TriUW {stroke [] 0 setdash vpt 1.12 mul add M
  58.301 -  hpt neg vpt -1.62 mul V
  58.302 -  hpt 2 mul 0 V
  58.303 -  hpt neg vpt 1.62 mul V Opaque stroke} def
  58.304 -/TriDW {stroke [] 0 setdash vpt 1.12 mul sub M
  58.305 -  hpt neg vpt 1.62 mul V
  58.306 -  hpt 2 mul 0 V
  58.307 -  hpt neg vpt -1.62 mul V Opaque stroke} def
  58.308 -/PentW {stroke [] 0 setdash gsave
  58.309 -  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  58.310 -  Opaque stroke grestore} def
  58.311 -/CircW {stroke [] 0 setdash 
  58.312 -  hpt 0 360 arc Opaque stroke} def
  58.313 -/BoxFill {gsave Rec 1 setgray fill grestore} def
  58.314 -/Density {
  58.315 -  /Fillden exch def
  58.316 -  currentrgbcolor
  58.317 -  /ColB exch def /ColG exch def /ColR exch def
  58.318 -  /ColR ColR Fillden mul Fillden sub 1 add def
  58.319 -  /ColG ColG Fillden mul Fillden sub 1 add def
  58.320 -  /ColB ColB Fillden mul Fillden sub 1 add def
  58.321 -  ColR ColG ColB setrgbcolor} def
  58.322 -/BoxColFill {gsave Rec PolyFill} def
  58.323 -/PolyFill {gsave Density fill grestore grestore} def
  58.324 -/h {rlineto rlineto rlineto gsave closepath fill grestore} bind def
  58.325 -%
  58.326 -% PostScript Level 1 Pattern Fill routine for rectangles
  58.327 -% Usage: x y w h s a XX PatternFill
  58.328 -%	x,y = lower left corner of box to be filled
  58.329 -%	w,h = width and height of box
  58.330 -%	  a = angle in degrees between lines and x-axis
  58.331 -%	 XX = 0/1 for no/yes cross-hatch
  58.332 -%
  58.333 -/PatternFill {gsave /PFa [ 9 2 roll ] def
  58.334 -  PFa 0 get PFa 2 get 2 div add PFa 1 get PFa 3 get 2 div add translate
  58.335 -  PFa 2 get -2 div PFa 3 get -2 div PFa 2 get PFa 3 get Rec
  58.336 -  gsave 1 setgray fill grestore clip
  58.337 -  currentlinewidth 0.5 mul setlinewidth
  58.338 -  /PFs PFa 2 get dup mul PFa 3 get dup mul add sqrt def
  58.339 -  0 0 M PFa 5 get rotate PFs -2 div dup translate
  58.340 -  0 1 PFs PFa 4 get div 1 add floor cvi
  58.341 -	{PFa 4 get mul 0 M 0 PFs V} for
  58.342 -  0 PFa 6 get ne {
  58.343 -	0 1 PFs PFa 4 get div 1 add floor cvi
  58.344 -	{PFa 4 get mul 0 2 1 roll M PFs 0 V} for
  58.345 - } if
  58.346 -  stroke grestore} def
  58.347 -%
  58.348 -/languagelevel where
  58.349 - {pop languagelevel} {1} ifelse
  58.350 - 2 lt
  58.351 -	{/InterpretLevel1 true def}
  58.352 -	{/InterpretLevel1 Level1 def}
  58.353 - ifelse
  58.354 -%
  58.355 -% PostScript level 2 pattern fill definitions
  58.356 -%
  58.357 -/Level2PatternFill {
  58.358 -/Tile8x8 {/PaintType 2 /PatternType 1 /TilingType 1 /BBox [0 0 8 8] /XStep 8 /YStep 8}
  58.359 -	bind def
  58.360 -/KeepColor {currentrgbcolor [/Pattern /DeviceRGB] setcolorspace} bind def
  58.361 -<< Tile8x8
  58.362 - /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke} 
  58.363 ->> matrix makepattern
  58.364 -/Pat1 exch def
  58.365 -<< Tile8x8
  58.366 - /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke
  58.367 -	0 4 M 4 8 L 8 4 L 4 0 L 0 4 L stroke}
  58.368 ->> matrix makepattern
  58.369 -/Pat2 exch def
  58.370 -<< Tile8x8
  58.371 - /PaintProc {0.5 setlinewidth pop 0 0 M 0 8 L
  58.372 -	8 8 L 8 0 L 0 0 L fill}
  58.373 ->> matrix makepattern
  58.374 -/Pat3 exch def
  58.375 -<< Tile8x8
  58.376 - /PaintProc {0.5 setlinewidth pop -4 8 M 8 -4 L
  58.377 -	0 12 M 12 0 L stroke}
  58.378 ->> matrix makepattern
  58.379 -/Pat4 exch def
  58.380 -<< Tile8x8
  58.381 - /PaintProc {0.5 setlinewidth pop -4 0 M 8 12 L
  58.382 -	0 -4 M 12 8 L stroke}
  58.383 ->> matrix makepattern
  58.384 -/Pat5 exch def
  58.385 -<< Tile8x8
  58.386 - /PaintProc {0.5 setlinewidth pop -2 8 M 4 -4 L
  58.387 -	0 12 M 8 -4 L 4 12 M 10 0 L stroke}
  58.388 ->> matrix makepattern
  58.389 -/Pat6 exch def
  58.390 -<< Tile8x8
  58.391 - /PaintProc {0.5 setlinewidth pop -2 0 M 4 12 L
  58.392 -	0 -4 M 8 12 L 4 -4 M 10 8 L stroke}
  58.393 ->> matrix makepattern
  58.394 -/Pat7 exch def
  58.395 -<< Tile8x8
  58.396 - /PaintProc {0.5 setlinewidth pop 8 -2 M -4 4 L
  58.397 -	12 0 M -4 8 L 12 4 M 0 10 L stroke}
  58.398 ->> matrix makepattern
  58.399 -/Pat8 exch def
  58.400 -<< Tile8x8
  58.401 - /PaintProc {0.5 setlinewidth pop 0 -2 M 12 4 L
  58.402 -	-4 0 M 12 8 L -4 4 M 8 10 L stroke}
  58.403 ->> matrix makepattern
  58.404 -/Pat9 exch def
  58.405 -/Pattern1 {PatternBgnd KeepColor Pat1 setpattern} bind def
  58.406 -/Pattern2 {PatternBgnd KeepColor Pat2 setpattern} bind def
  58.407 -/Pattern3 {PatternBgnd KeepColor Pat3 setpattern} bind def
  58.408 -/Pattern4 {PatternBgnd KeepColor Landscape {Pat5} {Pat4} ifelse setpattern} bind def
  58.409 -/Pattern5 {PatternBgnd KeepColor Landscape {Pat4} {Pat5} ifelse setpattern} bind def
  58.410 -/Pattern6 {PatternBgnd KeepColor Landscape {Pat9} {Pat6} ifelse setpattern} bind def
  58.411 -/Pattern7 {PatternBgnd KeepColor Landscape {Pat8} {Pat7} ifelse setpattern} bind def
  58.412 -} def
  58.413 -%
  58.414 -%
  58.415 -%End of PostScript Level 2 code
  58.416 -%
  58.417 -/PatternBgnd {
  58.418 -  TransparentPatterns {} {gsave 1 setgray fill grestore} ifelse
  58.419 -} def
  58.420 -%
  58.421 -% Substitute for Level 2 pattern fill codes with
  58.422 -% grayscale if Level 2 support is not selected.
  58.423 -%
  58.424 -/Level1PatternFill {
  58.425 -/Pattern1 {0.250 Density} bind def
  58.426 -/Pattern2 {0.500 Density} bind def
  58.427 -/Pattern3 {0.750 Density} bind def
  58.428 -/Pattern4 {0.125 Density} bind def
  58.429 -/Pattern5 {0.375 Density} bind def
  58.430 -/Pattern6 {0.625 Density} bind def
  58.431 -/Pattern7 {0.875 Density} bind def
  58.432 -} def
  58.433 -%
  58.434 -% Now test for support of Level 2 code
  58.435 -%
  58.436 -Level1 {Level1PatternFill} {Level2PatternFill} ifelse
  58.437 -%
  58.438 -/Symbol-Oblique /Symbol findfont [1 0 .167 1 0 0] makefont
  58.439 -dup length dict begin {1 index /FID eq {pop pop} {def} ifelse} forall
  58.440 -currentdict end definefont pop
  58.441 -/MFshow {
  58.442 -   { dup 5 get 3 ge
  58.443 -     { 5 get 3 eq {gsave} {grestore} ifelse }
  58.444 -     {dup dup 0 get findfont exch 1 get scalefont setfont
  58.445 -     [ currentpoint ] exch dup 2 get 0 exch R dup 5 get 2 ne {dup dup 6
  58.446 -     get exch 4 get {Gshow} {stringwidth pop 0 R} ifelse }if dup 5 get 0 eq
  58.447 -     {dup 3 get {2 get neg 0 exch R pop} {pop aload pop M} ifelse} {dup 5
  58.448 -     get 1 eq {dup 2 get exch dup 3 get exch 6 get stringwidth pop -2 div
  58.449 -     dup 0 R} {dup 6 get stringwidth pop -2 div 0 R 6 get
  58.450 -     show 2 index {aload pop M neg 3 -1 roll neg R pop pop} {pop pop pop
  58.451 -     pop aload pop M} ifelse }ifelse }ifelse }
  58.452 -     ifelse }
  58.453 -   forall} def
  58.454 -/Gswidth {dup type /stringtype eq {stringwidth} {pop (n) stringwidth} ifelse} def
  58.455 -/MFwidth {0 exch { dup 5 get 3 ge { 5 get 3 eq { 0 } { pop } ifelse }
  58.456 - {dup 3 get{dup dup 0 get findfont exch 1 get scalefont setfont
  58.457 -     6 get Gswidth pop add} {pop} ifelse} ifelse} forall} def
  58.458 -/MLshow { currentpoint stroke M
  58.459 -  0 exch R
  58.460 -  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  58.461 -/MRshow { currentpoint stroke M
  58.462 -  exch dup MFwidth neg 3 -1 roll R
  58.463 -  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  58.464 -/MCshow { currentpoint stroke M
  58.465 -  exch dup MFwidth -2 div 3 -1 roll R
  58.466 -  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  58.467 -/XYsave    { [( ) 1 2 true false 3 ()] } bind def
  58.468 -/XYrestore { [( ) 1 2 true false 4 ()] } bind def
  58.469 -end
  58.470 -%%EndProlog
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  58.472 -gnudict begin
  58.473 -gsave
  58.474 -doclip
  58.475 -50 50 translate
  58.476 -0.100 0.100 scale
  58.477 -90 rotate
  58.478 -0 -5040 translate
  58.479 -0 setgray
  58.480 -newpath
  58.481 -(Helvetica) findfont 140 scalefont setfont
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  58.489 -] -46.7 MRshow
  58.490 -1.000 UL
  58.491 -LTb
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  58.493 -63 0 V
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  58.495 -434 792 M
  58.496 -[ [(Helvetica) 140.0 0.0 true true 0 ( 2)]
  58.497 -] -46.7 MRshow
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  58.499 -LTb
  58.500 -518 1136 M
  58.501 -63 0 V
  58.502 -stroke
  58.503 -434 1136 M
  58.504 -[ [(Helvetica) 140.0 0.0 true true 0 ( 3)]
  58.505 -] -46.7 MRshow
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  58.509 -63 0 V
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  58.511 -434 1480 M
  58.512 -[ [(Helvetica) 140.0 0.0 true true 0 ( 4)]
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  58.529 -] -46.7 MRshow
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  58.630 -currentpoint gsave translate -270 rotate 0 0 moveto
  58.631 -[ [(Helvetica) 140.0 0.0 true true 0 (Ratio of Total Execution to Total Work)]
  58.632 -] -46.7 MCshow
  58.633 -grestore
  58.634 -LTb
  58.635 -LCb setrgbcolor
  58.636 -2292 98 M
  58.637 -[ [(Helvetica) 140.0 0.0 true true 0 (Cycles in one Task)]
  58.638 -] -46.7 MCshow
  58.639 -LTb
  58.640 -1.000 UP
  58.641 -1.000 UL
  58.642 -LTb
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  58.644 -LTb
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  58.651 -2492 2792 M
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  58.655 -3.000 UL
  58.656 -LT1
  58.657 -LCa setrgbcolor
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   60.89 -/Cshow {currentpoint stroke M dup stringwidth pop -2 div vshift R 
   60.90 -	Blacktext {gsave 0 setgray show grestore} {show} ifelse} def
   60.91 -/UP {dup vpt_ mul /vpt exch def hpt_ mul /hpt exch def
   60.92 -  /hpt2 hpt 2 mul def /vpt2 vpt 2 mul def} def
   60.93 -/DL {Color {setrgbcolor Solid {pop []} if 0 setdash}
   60.94 - {pop pop pop 0 setgray Solid {pop []} if 0 setdash} ifelse} def
   60.95 -/BL {stroke userlinewidth 2 mul setlinewidth
   60.96 -	Rounded {1 setlinejoin 1 setlinecap} if} def
   60.97 -/AL {stroke userlinewidth 2 div setlinewidth
   60.98 -	Rounded {1 setlinejoin 1 setlinecap} if} def
   60.99 -/UL {dup gnulinewidth mul /userlinewidth exch def
  60.100 -	dup 1 lt {pop 1} if 10 mul /udl exch def} def
  60.101 -/PL {stroke userlinewidth setlinewidth
  60.102 -	Rounded {1 setlinejoin 1 setlinecap} if} def
  60.103 -3.8 setmiterlimit
  60.104 -% Default Line colors
  60.105 -/LCw {1 1 1} def
  60.106 -/LCb {0 0 0} def
  60.107 -/LCa {0 0 0} def
  60.108 -/LC0 {1 0 0} def
  60.109 -/LC1 {0 1 0} def
  60.110 -/LC2 {0 0 1} def
  60.111 -/LC3 {1 0 1} def
  60.112 -/LC4 {0 1 1} def
  60.113 -/LC5 {1 1 0} def
  60.114 -/LC6 {0 0 0} def
  60.115 -/LC7 {1 0.3 0} def
  60.116 -/LC8 {0.5 0.5 0.5} def
  60.117 -% Default Line Types
  60.118 -/LTw {PL [] 1 setgray} def
  60.119 -/LTb {BL [] LCb DL} def
  60.120 -/LTa {AL [1 udl mul 2 udl mul] 0 setdash LCa setrgbcolor} def
  60.121 -/LT0 {PL [] LC0 DL} def
  60.122 -/LT1 {PL [4 dl1 2 dl2] LC1 DL} def
  60.123 -/LT2 {PL [2 dl1 3 dl2] LC2 DL} def
  60.124 -/LT3 {PL [1 dl1 1.5 dl2] LC3 DL} def
  60.125 -/LT4 {PL [6 dl1 2 dl2 1 dl1 2 dl2] LC4 DL} def
  60.126 -/LT5 {PL [3 dl1 3 dl2 1 dl1 3 dl2] LC5 DL} def
  60.127 -/LT6 {PL [2 dl1 2 dl2 2 dl1 6 dl2] LC6 DL} def
  60.128 -/LT7 {PL [1 dl1 2 dl2 6 dl1 2 dl2 1 dl1 2 dl2] LC7 DL} def
  60.129 -/LT8 {PL [2 dl1 2 dl2 2 dl1 2 dl2 2 dl1 2 dl2 2 dl1 4 dl2] LC8 DL} def
  60.130 -/Pnt {stroke [] 0 setdash gsave 1 setlinecap M 0 0 V stroke grestore} def
  60.131 -/Dia {stroke [] 0 setdash 2 copy vpt add M
  60.132 -  hpt neg vpt neg V hpt vpt neg V
  60.133 -  hpt vpt V hpt neg vpt V closepath stroke
  60.134 -  Pnt} def
  60.135 -/Pls {stroke [] 0 setdash vpt sub M 0 vpt2 V
  60.136 -  currentpoint stroke M
  60.137 -  hpt neg vpt neg R hpt2 0 V stroke
  60.138 - } def
  60.139 -/Box {stroke [] 0 setdash 2 copy exch hpt sub exch vpt add M
  60.140 -  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  60.141 -  hpt2 neg 0 V closepath stroke
  60.142 -  Pnt} def
  60.143 -/Crs {stroke [] 0 setdash exch hpt sub exch vpt add M
  60.144 -  hpt2 vpt2 neg V currentpoint stroke M
  60.145 -  hpt2 neg 0 R hpt2 vpt2 V stroke} def
  60.146 -/TriU {stroke [] 0 setdash 2 copy vpt 1.12 mul add M
  60.147 -  hpt neg vpt -1.62 mul V
  60.148 -  hpt 2 mul 0 V
  60.149 -  hpt neg vpt 1.62 mul V closepath stroke
  60.150 -  Pnt} def
  60.151 -/Star {2 copy Pls Crs} def
  60.152 -/BoxF {stroke [] 0 setdash exch hpt sub exch vpt add M
  60.153 -  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  60.154 -  hpt2 neg 0 V closepath fill} def
  60.155 -/TriUF {stroke [] 0 setdash vpt 1.12 mul add M
  60.156 -  hpt neg vpt -1.62 mul V
  60.157 -  hpt 2 mul 0 V
  60.158 -  hpt neg vpt 1.62 mul V closepath fill} def
  60.159 -/TriD {stroke [] 0 setdash 2 copy vpt 1.12 mul sub M
  60.160 -  hpt neg vpt 1.62 mul V
  60.161 -  hpt 2 mul 0 V
  60.162 -  hpt neg vpt -1.62 mul V closepath stroke
  60.163 -  Pnt} def
  60.164 -/TriDF {stroke [] 0 setdash vpt 1.12 mul sub M
  60.165 -  hpt neg vpt 1.62 mul V
  60.166 -  hpt 2 mul 0 V
  60.167 -  hpt neg vpt -1.62 mul V closepath fill} def
  60.168 -/DiaF {stroke [] 0 setdash vpt add M
  60.169 -  hpt neg vpt neg V hpt vpt neg V
  60.170 -  hpt vpt V hpt neg vpt V closepath fill} def
  60.171 -/Pent {stroke [] 0 setdash 2 copy gsave
  60.172 -  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  60.173 -  closepath stroke grestore Pnt} def
  60.174 -/PentF {stroke [] 0 setdash gsave
  60.175 -  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  60.176 -  closepath fill grestore} def
  60.177 -/Circle {stroke [] 0 setdash 2 copy
  60.178 -  hpt 0 360 arc stroke Pnt} def
  60.179 -/CircleF {stroke [] 0 setdash hpt 0 360 arc fill} def
  60.180 -/C0 {BL [] 0 setdash 2 copy moveto vpt 90 450 arc} bind def
  60.181 -/C1 {BL [] 0 setdash 2 copy moveto
  60.182 -	2 copy vpt 0 90 arc closepath fill
  60.183 -	vpt 0 360 arc closepath} bind def
  60.184 -/C2 {BL [] 0 setdash 2 copy moveto
  60.185 -	2 copy vpt 90 180 arc closepath fill
  60.186 -	vpt 0 360 arc closepath} bind def
  60.187 -/C3 {BL [] 0 setdash 2 copy moveto
  60.188 -	2 copy vpt 0 180 arc closepath fill
  60.189 -	vpt 0 360 arc closepath} bind def
  60.190 -/C4 {BL [] 0 setdash 2 copy moveto
  60.191 -	2 copy vpt 180 270 arc closepath fill
  60.192 -	vpt 0 360 arc closepath} bind def
  60.193 -/C5 {BL [] 0 setdash 2 copy moveto
  60.194 -	2 copy vpt 0 90 arc
  60.195 -	2 copy moveto
  60.196 -	2 copy vpt 180 270 arc closepath fill
  60.197 -	vpt 0 360 arc} bind def
  60.198 -/C6 {BL [] 0 setdash 2 copy moveto
  60.199 -	2 copy vpt 90 270 arc closepath fill
  60.200 -	vpt 0 360 arc closepath} bind def
  60.201 -/C7 {BL [] 0 setdash 2 copy moveto
  60.202 -	2 copy vpt 0 270 arc closepath fill
  60.203 -	vpt 0 360 arc closepath} bind def
  60.204 -/C8 {BL [] 0 setdash 2 copy moveto
  60.205 -	2 copy vpt 270 360 arc closepath fill
  60.206 -	vpt 0 360 arc closepath} bind def
  60.207 -/C9 {BL [] 0 setdash 2 copy moveto
  60.208 -	2 copy vpt 270 450 arc closepath fill
  60.209 -	vpt 0 360 arc closepath} bind def
  60.210 -/C10 {BL [] 0 setdash 2 copy 2 copy moveto vpt 270 360 arc closepath fill
  60.211 -	2 copy moveto
  60.212 -	2 copy vpt 90 180 arc closepath fill
  60.213 -	vpt 0 360 arc closepath} bind def
  60.214 -/C11 {BL [] 0 setdash 2 copy moveto
  60.215 -	2 copy vpt 0 180 arc closepath fill
  60.216 -	2 copy moveto
  60.217 -	2 copy vpt 270 360 arc closepath fill
  60.218 -	vpt 0 360 arc closepath} bind def
  60.219 -/C12 {BL [] 0 setdash 2 copy moveto
  60.220 -	2 copy vpt 180 360 arc closepath fill
  60.221 -	vpt 0 360 arc closepath} bind def
  60.222 -/C13 {BL [] 0 setdash 2 copy moveto
  60.223 -	2 copy vpt 0 90 arc closepath fill
  60.224 -	2 copy moveto
  60.225 -	2 copy vpt 180 360 arc closepath fill
  60.226 -	vpt 0 360 arc closepath} bind def
  60.227 -/C14 {BL [] 0 setdash 2 copy moveto
  60.228 -	2 copy vpt 90 360 arc closepath fill
  60.229 -	vpt 0 360 arc} bind def
  60.230 -/C15 {BL [] 0 setdash 2 copy vpt 0 360 arc closepath fill
  60.231 -	vpt 0 360 arc closepath} bind def
  60.232 -/Rec {newpath 4 2 roll moveto 1 index 0 rlineto 0 exch rlineto
  60.233 -	neg 0 rlineto closepath} bind def
  60.234 -/Square {dup Rec} bind def
  60.235 -/Bsquare {vpt sub exch vpt sub exch vpt2 Square} bind def
  60.236 -/S0 {BL [] 0 setdash 2 copy moveto 0 vpt rlineto BL Bsquare} bind def
  60.237 -/S1 {BL [] 0 setdash 2 copy vpt Square fill Bsquare} bind def
  60.238 -/S2 {BL [] 0 setdash 2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  60.239 -/S3 {BL [] 0 setdash 2 copy exch vpt sub exch vpt2 vpt Rec fill Bsquare} bind def
  60.240 -/S4 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  60.241 -/S5 {BL [] 0 setdash 2 copy 2 copy vpt Square fill
  60.242 -	exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  60.243 -/S6 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill Bsquare} bind def
  60.244 -/S7 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill
  60.245 -	2 copy vpt Square fill Bsquare} bind def
  60.246 -/S8 {BL [] 0 setdash 2 copy vpt sub vpt Square fill Bsquare} bind def
  60.247 -/S9 {BL [] 0 setdash 2 copy vpt sub vpt vpt2 Rec fill Bsquare} bind def
  60.248 -/S10 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt Square fill
  60.249 -	Bsquare} bind def
  60.250 -/S11 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt2 vpt Rec fill
  60.251 -	Bsquare} bind def
  60.252 -/S12 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill Bsquare} bind def
  60.253 -/S13 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  60.254 -	2 copy vpt Square fill Bsquare} bind def
  60.255 -/S14 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  60.256 -	2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  60.257 -/S15 {BL [] 0 setdash 2 copy Bsquare fill Bsquare} bind def
  60.258 -/D0 {gsave translate 45 rotate 0 0 S0 stroke grestore} bind def
  60.259 -/D1 {gsave translate 45 rotate 0 0 S1 stroke grestore} bind def
  60.260 -/D2 {gsave translate 45 rotate 0 0 S2 stroke grestore} bind def
  60.261 -/D3 {gsave translate 45 rotate 0 0 S3 stroke grestore} bind def
  60.262 -/D4 {gsave translate 45 rotate 0 0 S4 stroke grestore} bind def
  60.263 -/D5 {gsave translate 45 rotate 0 0 S5 stroke grestore} bind def
  60.264 -/D6 {gsave translate 45 rotate 0 0 S6 stroke grestore} bind def
  60.265 -/D7 {gsave translate 45 rotate 0 0 S7 stroke grestore} bind def
  60.266 -/D8 {gsave translate 45 rotate 0 0 S8 stroke grestore} bind def
  60.267 -/D9 {gsave translate 45 rotate 0 0 S9 stroke grestore} bind def
  60.268 -/D10 {gsave translate 45 rotate 0 0 S10 stroke grestore} bind def
  60.269 -/D11 {gsave translate 45 rotate 0 0 S11 stroke grestore} bind def
  60.270 -/D12 {gsave translate 45 rotate 0 0 S12 stroke grestore} bind def
  60.271 -/D13 {gsave translate 45 rotate 0 0 S13 stroke grestore} bind def
  60.272 -/D14 {gsave translate 45 rotate 0 0 S14 stroke grestore} bind def
  60.273 -/D15 {gsave translate 45 rotate 0 0 S15 stroke grestore} bind def
  60.274 -/DiaE {stroke [] 0 setdash vpt add M
  60.275 -  hpt neg vpt neg V hpt vpt neg V
  60.276 -  hpt vpt V hpt neg vpt V closepath stroke} def
  60.277 -/BoxE {stroke [] 0 setdash exch hpt sub exch vpt add M
  60.278 -  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  60.279 -  hpt2 neg 0 V closepath stroke} def
  60.280 -/TriUE {stroke [] 0 setdash vpt 1.12 mul add M
  60.281 -  hpt neg vpt -1.62 mul V
  60.282 -  hpt 2 mul 0 V
  60.283 -  hpt neg vpt 1.62 mul V closepath stroke} def
  60.284 -/TriDE {stroke [] 0 setdash vpt 1.12 mul sub M
  60.285 -  hpt neg vpt 1.62 mul V
  60.286 -  hpt 2 mul 0 V
  60.287 -  hpt neg vpt -1.62 mul V closepath stroke} def
  60.288 -/PentE {stroke [] 0 setdash gsave
  60.289 -  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  60.290 -  closepath stroke grestore} def
  60.291 -/CircE {stroke [] 0 setdash 
  60.292 -  hpt 0 360 arc stroke} def
  60.293 -/Opaque {gsave closepath 1 setgray fill grestore 0 setgray closepath} def
  60.294 -/DiaW {stroke [] 0 setdash vpt add M
  60.295 -  hpt neg vpt neg V hpt vpt neg V
  60.296 -  hpt vpt V hpt neg vpt V Opaque stroke} def
  60.297 -/BoxW {stroke [] 0 setdash exch hpt sub exch vpt add M
  60.298 -  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  60.299 -  hpt2 neg 0 V Opaque stroke} def
  60.300 -/TriUW {stroke [] 0 setdash vpt 1.12 mul add M
  60.301 -  hpt neg vpt -1.62 mul V
  60.302 -  hpt 2 mul 0 V
  60.303 -  hpt neg vpt 1.62 mul V Opaque stroke} def
  60.304 -/TriDW {stroke [] 0 setdash vpt 1.12 mul sub M
  60.305 -  hpt neg vpt 1.62 mul V
  60.306 -  hpt 2 mul 0 V
  60.307 -  hpt neg vpt -1.62 mul V Opaque stroke} def
  60.308 -/PentW {stroke [] 0 setdash gsave
  60.309 -  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  60.310 -  Opaque stroke grestore} def
  60.311 -/CircW {stroke [] 0 setdash 
  60.312 -  hpt 0 360 arc Opaque stroke} def
  60.313 -/BoxFill {gsave Rec 1 setgray fill grestore} def
  60.314 -/Density {
  60.315 -  /Fillden exch def
  60.316 -  currentrgbcolor
  60.317 -  /ColB exch def /ColG exch def /ColR exch def
  60.318 -  /ColR ColR Fillden mul Fillden sub 1 add def
  60.319 -  /ColG ColG Fillden mul Fillden sub 1 add def
  60.320 -  /ColB ColB Fillden mul Fillden sub 1 add def
  60.321 -  ColR ColG ColB setrgbcolor} def
  60.322 -/BoxColFill {gsave Rec PolyFill} def
  60.323 -/PolyFill {gsave Density fill grestore grestore} def
  60.324 -/h {rlineto rlineto rlineto gsave closepath fill grestore} bind def
  60.325 -%
  60.326 -% PostScript Level 1 Pattern Fill routine for rectangles
  60.327 -% Usage: x y w h s a XX PatternFill
  60.328 -%	x,y = lower left corner of box to be filled
  60.329 -%	w,h = width and height of box
  60.330 -%	  a = angle in degrees between lines and x-axis
  60.331 -%	 XX = 0/1 for no/yes cross-hatch
  60.332 -%
  60.333 -/PatternFill {gsave /PFa [ 9 2 roll ] def
  60.334 -  PFa 0 get PFa 2 get 2 div add PFa 1 get PFa 3 get 2 div add translate
  60.335 -  PFa 2 get -2 div PFa 3 get -2 div PFa 2 get PFa 3 get Rec
  60.336 -  gsave 1 setgray fill grestore clip
  60.337 -  currentlinewidth 0.5 mul setlinewidth
  60.338 -  /PFs PFa 2 get dup mul PFa 3 get dup mul add sqrt def
  60.339 -  0 0 M PFa 5 get rotate PFs -2 div dup translate
  60.340 -  0 1 PFs PFa 4 get div 1 add floor cvi
  60.341 -	{PFa 4 get mul 0 M 0 PFs V} for
  60.342 -  0 PFa 6 get ne {
  60.343 -	0 1 PFs PFa 4 get div 1 add floor cvi
  60.344 -	{PFa 4 get mul 0 2 1 roll M PFs 0 V} for
  60.345 - } if
  60.346 -  stroke grestore} def
  60.347 -%
  60.348 -/languagelevel where
  60.349 - {pop languagelevel} {1} ifelse
  60.350 - 2 lt
  60.351 -	{/InterpretLevel1 true def}
  60.352 -	{/InterpretLevel1 Level1 def}
  60.353 - ifelse
  60.354 -%
  60.355 -% PostScript level 2 pattern fill definitions
  60.356 -%
  60.357 -/Level2PatternFill {
  60.358 -/Tile8x8 {/PaintType 2 /PatternType 1 /TilingType 1 /BBox [0 0 8 8] /XStep 8 /YStep 8}
  60.359 -	bind def
  60.360 -/KeepColor {currentrgbcolor [/Pattern /DeviceRGB] setcolorspace} bind def
  60.361 -<< Tile8x8
  60.362 - /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke} 
  60.363 ->> matrix makepattern
  60.364 -/Pat1 exch def
  60.365 -<< Tile8x8
  60.366 - /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke
  60.367 -	0 4 M 4 8 L 8 4 L 4 0 L 0 4 L stroke}
  60.368 ->> matrix makepattern
  60.369 -/Pat2 exch def
  60.370 -<< Tile8x8
  60.371 - /PaintProc {0.5 setlinewidth pop 0 0 M 0 8 L
  60.372 -	8 8 L 8 0 L 0 0 L fill}
  60.373 ->> matrix makepattern
  60.374 -/Pat3 exch def
  60.375 -<< Tile8x8
  60.376 - /PaintProc {0.5 setlinewidth pop -4 8 M 8 -4 L
  60.377 -	0 12 M 12 0 L stroke}
  60.378 ->> matrix makepattern
  60.379 -/Pat4 exch def
  60.380 -<< Tile8x8
  60.381 - /PaintProc {0.5 setlinewidth pop -4 0 M 8 12 L
  60.382 -	0 -4 M 12 8 L stroke}
  60.383 ->> matrix makepattern
  60.384 -/Pat5 exch def
  60.385 -<< Tile8x8
  60.386 - /PaintProc {0.5 setlinewidth pop -2 8 M 4 -4 L
  60.387 -	0 12 M 8 -4 L 4 12 M 10 0 L stroke}
  60.388 ->> matrix makepattern
  60.389 -/Pat6 exch def
  60.390 -<< Tile8x8
  60.391 - /PaintProc {0.5 setlinewidth pop -2 0 M 4 12 L
  60.392 -	0 -4 M 8 12 L 4 -4 M 10 8 L stroke}
  60.393 ->> matrix makepattern
  60.394 -/Pat7 exch def
  60.395 -<< Tile8x8
  60.396 - /PaintProc {0.5 setlinewidth pop 8 -2 M -4 4 L
  60.397 -	12 0 M -4 8 L 12 4 M 0 10 L stroke}
  60.398 ->> matrix makepattern
  60.399 -/Pat8 exch def
  60.400 -<< Tile8x8
  60.401 - /PaintProc {0.5 setlinewidth pop 0 -2 M 12 4 L
  60.402 -	-4 0 M 12 8 L -4 4 M 8 10 L stroke}
  60.403 ->> matrix makepattern
  60.404 -/Pat9 exch def
  60.405 -/Pattern1 {PatternBgnd KeepColor Pat1 setpattern} bind def
  60.406 -/Pattern2 {PatternBgnd KeepColor Pat2 setpattern} bind def
  60.407 -/Pattern3 {PatternBgnd KeepColor Pat3 setpattern} bind def
  60.408 -/Pattern4 {PatternBgnd KeepColor Landscape {Pat5} {Pat4} ifelse setpattern} bind def
  60.409 -/Pattern5 {PatternBgnd KeepColor Landscape {Pat4} {Pat5} ifelse setpattern} bind def
  60.410 -/Pattern6 {PatternBgnd KeepColor Landscape {Pat9} {Pat6} ifelse setpattern} bind def
  60.411 -/Pattern7 {PatternBgnd KeepColor Landscape {Pat8} {Pat7} ifelse setpattern} bind def
  60.412 -} def
  60.413 -%
  60.414 -%
  60.415 -%End of PostScript Level 2 code
  60.416 -%
  60.417 -/PatternBgnd {
  60.418 -  TransparentPatterns {} {gsave 1 setgray fill grestore} ifelse
  60.419 -} def
  60.420 -%
  60.421 -% Substitute for Level 2 pattern fill codes with
  60.422 -% grayscale if Level 2 support is not selected.
  60.423 -%
  60.424 -/Level1PatternFill {
  60.425 -/Pattern1 {0.250 Density} bind def
  60.426 -/Pattern2 {0.500 Density} bind def
  60.427 -/Pattern3 {0.750 Density} bind def
  60.428 -/Pattern4 {0.125 Density} bind def
  60.429 -/Pattern5 {0.375 Density} bind def
  60.430 -/Pattern6 {0.625 Density} bind def
  60.431 -/Pattern7 {0.875 Density} bind def
  60.432 -} def
  60.433 -%
  60.434 -% Now test for support of Level 2 code
  60.435 -%
  60.436 -Level1 {Level1PatternFill} {Level2PatternFill} ifelse
  60.437 -%
  60.438 -/Symbol-Oblique /Symbol findfont [1 0 .167 1 0 0] makefont
  60.439 -dup length dict begin {1 index /FID eq {pop pop} {def} ifelse} forall
  60.440 -currentdict end definefont pop
  60.441 -/MFshow {
  60.442 -   { dup 5 get 3 ge
  60.443 -     { 5 get 3 eq {gsave} {grestore} ifelse }
  60.444 -     {dup dup 0 get findfont exch 1 get scalefont setfont
  60.445 -     [ currentpoint ] exch dup 2 get 0 exch R dup 5 get 2 ne {dup dup 6
  60.446 -     get exch 4 get {Gshow} {stringwidth pop 0 R} ifelse }if dup 5 get 0 eq
  60.447 -     {dup 3 get {2 get neg 0 exch R pop} {pop aload pop M} ifelse} {dup 5
  60.448 -     get 1 eq {dup 2 get exch dup 3 get exch 6 get stringwidth pop -2 div
  60.449 -     dup 0 R} {dup 6 get stringwidth pop -2 div 0 R 6 get
  60.450 -     show 2 index {aload pop M neg 3 -1 roll neg R pop pop} {pop pop pop
  60.451 -     pop aload pop M} ifelse }ifelse }ifelse }
  60.452 -     ifelse }
  60.453 -   forall} def
  60.454 -/Gswidth {dup type /stringtype eq {stringwidth} {pop (n) stringwidth} ifelse} def
  60.455 -/MFwidth {0 exch { dup 5 get 3 ge { 5 get 3 eq { 0 } { pop } ifelse }
  60.456 - {dup 3 get{dup dup 0 get findfont exch 1 get scalefont setfont
  60.457 -     6 get Gswidth pop add} {pop} ifelse} ifelse} forall} def
  60.458 -/MLshow { currentpoint stroke M
  60.459 -  0 exch R
  60.460 -  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  60.461 -/MRshow { currentpoint stroke M
  60.462 -  exch dup MFwidth neg 3 -1 roll R
  60.463 -  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  60.464 -/MCshow { currentpoint stroke M
  60.465 -  exch dup MFwidth -2 div 3 -1 roll R
  60.466 -  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  60.467 -/XYsave    { [( ) 1 2 true false 3 ()] } bind def
  60.468 -/XYrestore { [( ) 1 2 true false 4 ()] } bind def
  60.469 -end
  60.470 -%%EndProlog
  60.471 -%%Page: 1 1
  60.472 -gnudict begin
  60.473 -gsave
  60.474 -doclip
  60.475 -50 50 translate
  60.476 -0.100 0.100 scale
  60.477 -90 rotate
  60.478 -0 -5040 translate
  60.479 -0 setgray
  60.480 -newpath
  60.481 -(Helvetica) findfont 140 scalefont setfont
  60.482 -1.000 UL
  60.483 -LTb
  60.484 -686 922 M
  60.485 -63 0 V
  60.486 -stroke
  60.487 -602 922 M
  60.488 -[ [(Helvetica) 140.0 0.0 true true 0 ( 50)]
  60.489 -] -46.7 MRshow
  60.490 -1.000 UL
  60.491 -LTb
  60.492 -686 1405 M
  60.493 -63 0 V
  60.494 -stroke
  60.495 -602 1405 M
  60.496 -[ [(Helvetica) 140.0 0.0 true true 0 ( 100)]
  60.497 -] -46.7 MRshow
  60.498 -1.000 UL
  60.499 -LTb
  60.500 -686 1888 M
  60.501 -63 0 V
  60.502 -stroke
  60.503 -602 1888 M
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  62.114 -/LC6 {0 0 0} def
  62.115 -/LC7 {1 0.3 0} def
  62.116 -/LC8 {0.5 0.5 0.5} def
  62.117 -% Default Line Types
  62.118 -/LTw {PL [] 1 setgray} def
  62.119 -/LTb {BL [] LCb DL} def
  62.120 -/LTa {AL [1 udl mul 2 udl mul] 0 setdash LCa setrgbcolor} def
  62.121 -/LT0 {PL [] LC0 DL} def
  62.122 -/LT1 {PL [4 dl1 2 dl2] LC1 DL} def
  62.123 -/LT2 {PL [2 dl1 3 dl2] LC2 DL} def
  62.124 -/LT3 {PL [1 dl1 1.5 dl2] LC3 DL} def
  62.125 -/LT4 {PL [6 dl1 2 dl2 1 dl1 2 dl2] LC4 DL} def
  62.126 -/LT5 {PL [3 dl1 3 dl2 1 dl1 3 dl2] LC5 DL} def
  62.127 -/LT6 {PL [2 dl1 2 dl2 2 dl1 6 dl2] LC6 DL} def
  62.128 -/LT7 {PL [1 dl1 2 dl2 6 dl1 2 dl2 1 dl1 2 dl2] LC7 DL} def
  62.129 -/LT8 {PL [2 dl1 2 dl2 2 dl1 2 dl2 2 dl1 2 dl2 2 dl1 4 dl2] LC8 DL} def
  62.130 -/Pnt {stroke [] 0 setdash gsave 1 setlinecap M 0 0 V stroke grestore} def
  62.131 -/Dia {stroke [] 0 setdash 2 copy vpt add M
  62.132 -  hpt neg vpt neg V hpt vpt neg V
  62.133 -  hpt vpt V hpt neg vpt V closepath stroke
  62.134 -  Pnt} def
  62.135 -/Pls {stroke [] 0 setdash vpt sub M 0 vpt2 V
  62.136 -  currentpoint stroke M
  62.137 -  hpt neg vpt neg R hpt2 0 V stroke
  62.138 - } def
  62.139 -/Box {stroke [] 0 setdash 2 copy exch hpt sub exch vpt add M
  62.140 -  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  62.141 -  hpt2 neg 0 V closepath stroke
  62.142 -  Pnt} def
  62.143 -/Crs {stroke [] 0 setdash exch hpt sub exch vpt add M
  62.144 -  hpt2 vpt2 neg V currentpoint stroke M
  62.145 -  hpt2 neg 0 R hpt2 vpt2 V stroke} def
  62.146 -/TriU {stroke [] 0 setdash 2 copy vpt 1.12 mul add M
  62.147 -  hpt neg vpt -1.62 mul V
  62.148 -  hpt 2 mul 0 V
  62.149 -  hpt neg vpt 1.62 mul V closepath stroke
  62.150 -  Pnt} def
  62.151 -/Star {2 copy Pls Crs} def
  62.152 -/BoxF {stroke [] 0 setdash exch hpt sub exch vpt add M
  62.153 -  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  62.154 -  hpt2 neg 0 V closepath fill} def
  62.155 -/TriUF {stroke [] 0 setdash vpt 1.12 mul add M
  62.156 -  hpt neg vpt -1.62 mul V
  62.157 -  hpt 2 mul 0 V
  62.158 -  hpt neg vpt 1.62 mul V closepath fill} def
  62.159 -/TriD {stroke [] 0 setdash 2 copy vpt 1.12 mul sub M
  62.160 -  hpt neg vpt 1.62 mul V
  62.161 -  hpt 2 mul 0 V
  62.162 -  hpt neg vpt -1.62 mul V closepath stroke
  62.163 -  Pnt} def
  62.164 -/TriDF {stroke [] 0 setdash vpt 1.12 mul sub M
  62.165 -  hpt neg vpt 1.62 mul V
  62.166 -  hpt 2 mul 0 V
  62.167 -  hpt neg vpt -1.62 mul V closepath fill} def
  62.168 -/DiaF {stroke [] 0 setdash vpt add M
  62.169 -  hpt neg vpt neg V hpt vpt neg V
  62.170 -  hpt vpt V hpt neg vpt V closepath fill} def
  62.171 -/Pent {stroke [] 0 setdash 2 copy gsave
  62.172 -  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  62.173 -  closepath stroke grestore Pnt} def
  62.174 -/PentF {stroke [] 0 setdash gsave
  62.175 -  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  62.176 -  closepath fill grestore} def
  62.177 -/Circle {stroke [] 0 setdash 2 copy
  62.178 -  hpt 0 360 arc stroke Pnt} def
  62.179 -/CircleF {stroke [] 0 setdash hpt 0 360 arc fill} def
  62.180 -/C0 {BL [] 0 setdash 2 copy moveto vpt 90 450 arc} bind def
  62.181 -/C1 {BL [] 0 setdash 2 copy moveto
  62.182 -	2 copy vpt 0 90 arc closepath fill
  62.183 -	vpt 0 360 arc closepath} bind def
  62.184 -/C2 {BL [] 0 setdash 2 copy moveto
  62.185 -	2 copy vpt 90 180 arc closepath fill
  62.186 -	vpt 0 360 arc closepath} bind def
  62.187 -/C3 {BL [] 0 setdash 2 copy moveto
  62.188 -	2 copy vpt 0 180 arc closepath fill
  62.189 -	vpt 0 360 arc closepath} bind def
  62.190 -/C4 {BL [] 0 setdash 2 copy moveto
  62.191 -	2 copy vpt 180 270 arc closepath fill
  62.192 -	vpt 0 360 arc closepath} bind def
  62.193 -/C5 {BL [] 0 setdash 2 copy moveto
  62.194 -	2 copy vpt 0 90 arc
  62.195 -	2 copy moveto
  62.196 -	2 copy vpt 180 270 arc closepath fill
  62.197 -	vpt 0 360 arc} bind def
  62.198 -/C6 {BL [] 0 setdash 2 copy moveto
  62.199 -	2 copy vpt 90 270 arc closepath fill
  62.200 -	vpt 0 360 arc closepath} bind def
  62.201 -/C7 {BL [] 0 setdash 2 copy moveto
  62.202 -	2 copy vpt 0 270 arc closepath fill
  62.203 -	vpt 0 360 arc closepath} bind def
  62.204 -/C8 {BL [] 0 setdash 2 copy moveto
  62.205 -	2 copy vpt 270 360 arc closepath fill
  62.206 -	vpt 0 360 arc closepath} bind def
  62.207 -/C9 {BL [] 0 setdash 2 copy moveto
  62.208 -	2 copy vpt 270 450 arc closepath fill
  62.209 -	vpt 0 360 arc closepath} bind def
  62.210 -/C10 {BL [] 0 setdash 2 copy 2 copy moveto vpt 270 360 arc closepath fill
  62.211 -	2 copy moveto
  62.212 -	2 copy vpt 90 180 arc closepath fill
  62.213 -	vpt 0 360 arc closepath} bind def
  62.214 -/C11 {BL [] 0 setdash 2 copy moveto
  62.215 -	2 copy vpt 0 180 arc closepath fill
  62.216 -	2 copy moveto
  62.217 -	2 copy vpt 270 360 arc closepath fill
  62.218 -	vpt 0 360 arc closepath} bind def
  62.219 -/C12 {BL [] 0 setdash 2 copy moveto
  62.220 -	2 copy vpt 180 360 arc closepath fill
  62.221 -	vpt 0 360 arc closepath} bind def
  62.222 -/C13 {BL [] 0 setdash 2 copy moveto
  62.223 -	2 copy vpt 0 90 arc closepath fill
  62.224 -	2 copy moveto
  62.225 -	2 copy vpt 180 360 arc closepath fill
  62.226 -	vpt 0 360 arc closepath} bind def
  62.227 -/C14 {BL [] 0 setdash 2 copy moveto
  62.228 -	2 copy vpt 90 360 arc closepath fill
  62.229 -	vpt 0 360 arc} bind def
  62.230 -/C15 {BL [] 0 setdash 2 copy vpt 0 360 arc closepath fill
  62.231 -	vpt 0 360 arc closepath} bind def
  62.232 -/Rec {newpath 4 2 roll moveto 1 index 0 rlineto 0 exch rlineto
  62.233 -	neg 0 rlineto closepath} bind def
  62.234 -/Square {dup Rec} bind def
  62.235 -/Bsquare {vpt sub exch vpt sub exch vpt2 Square} bind def
  62.236 -/S0 {BL [] 0 setdash 2 copy moveto 0 vpt rlineto BL Bsquare} bind def
  62.237 -/S1 {BL [] 0 setdash 2 copy vpt Square fill Bsquare} bind def
  62.238 -/S2 {BL [] 0 setdash 2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  62.239 -/S3 {BL [] 0 setdash 2 copy exch vpt sub exch vpt2 vpt Rec fill Bsquare} bind def
  62.240 -/S4 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  62.241 -/S5 {BL [] 0 setdash 2 copy 2 copy vpt Square fill
  62.242 -	exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  62.243 -/S6 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill Bsquare} bind def
  62.244 -/S7 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill
  62.245 -	2 copy vpt Square fill Bsquare} bind def
  62.246 -/S8 {BL [] 0 setdash 2 copy vpt sub vpt Square fill Bsquare} bind def
  62.247 -/S9 {BL [] 0 setdash 2 copy vpt sub vpt vpt2 Rec fill Bsquare} bind def
  62.248 -/S10 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt Square fill
  62.249 -	Bsquare} bind def
  62.250 -/S11 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt2 vpt Rec fill
  62.251 -	Bsquare} bind def
  62.252 -/S12 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill Bsquare} bind def
  62.253 -/S13 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  62.254 -	2 copy vpt Square fill Bsquare} bind def
  62.255 -/S14 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  62.256 -	2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  62.257 -/S15 {BL [] 0 setdash 2 copy Bsquare fill Bsquare} bind def
  62.258 -/D0 {gsave translate 45 rotate 0 0 S0 stroke grestore} bind def
  62.259 -/D1 {gsave translate 45 rotate 0 0 S1 stroke grestore} bind def
  62.260 -/D2 {gsave translate 45 rotate 0 0 S2 stroke grestore} bind def
  62.261 -/D3 {gsave translate 45 rotate 0 0 S3 stroke grestore} bind def
  62.262 -/D4 {gsave translate 45 rotate 0 0 S4 stroke grestore} bind def
  62.263 -/D5 {gsave translate 45 rotate 0 0 S5 stroke grestore} bind def
  62.264 -/D6 {gsave translate 45 rotate 0 0 S6 stroke grestore} bind def
  62.265 -/D7 {gsave translate 45 rotate 0 0 S7 stroke grestore} bind def
  62.266 -/D8 {gsave translate 45 rotate 0 0 S8 stroke grestore} bind def
  62.267 -/D9 {gsave translate 45 rotate 0 0 S9 stroke grestore} bind def
  62.268 -/D10 {gsave translate 45 rotate 0 0 S10 stroke grestore} bind def
  62.269 -/D11 {gsave translate 45 rotate 0 0 S11 stroke grestore} bind def
  62.270 -/D12 {gsave translate 45 rotate 0 0 S12 stroke grestore} bind def
  62.271 -/D13 {gsave translate 45 rotate 0 0 S13 stroke grestore} bind def
  62.272 -/D14 {gsave translate 45 rotate 0 0 S14 stroke grestore} bind def
  62.273 -/D15 {gsave translate 45 rotate 0 0 S15 stroke grestore} bind def
  62.274 -/DiaE {stroke [] 0 setdash vpt add M
  62.275 -  hpt neg vpt neg V hpt vpt neg V
  62.276 -  hpt vpt V hpt neg vpt V closepath stroke} def
  62.277 -/BoxE {stroke [] 0 setdash exch hpt sub exch vpt add M
  62.278 -  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  62.279 -  hpt2 neg 0 V closepath stroke} def
  62.280 -/TriUE {stroke [] 0 setdash vpt 1.12 mul add M
  62.281 -  hpt neg vpt -1.62 mul V
  62.282 -  hpt 2 mul 0 V
  62.283 -  hpt neg vpt 1.62 mul V closepath stroke} def
  62.284 -/TriDE {stroke [] 0 setdash vpt 1.12 mul sub M
  62.285 -  hpt neg vpt 1.62 mul V
  62.286 -  hpt 2 mul 0 V
  62.287 -  hpt neg vpt -1.62 mul V closepath stroke} def
  62.288 -/PentE {stroke [] 0 setdash gsave
  62.289 -  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  62.290 -  closepath stroke grestore} def
  62.291 -/CircE {stroke [] 0 setdash 
  62.292 -  hpt 0 360 arc stroke} def
  62.293 -/Opaque {gsave closepath 1 setgray fill grestore 0 setgray closepath} def
  62.294 -/DiaW {stroke [] 0 setdash vpt add M
  62.295 -  hpt neg vpt neg V hpt vpt neg V
  62.296 -  hpt vpt V hpt neg vpt V Opaque stroke} def
  62.297 -/BoxW {stroke [] 0 setdash exch hpt sub exch vpt add M
  62.298 -  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  62.299 -  hpt2 neg 0 V Opaque stroke} def
  62.300 -/TriUW {stroke [] 0 setdash vpt 1.12 mul add M
  62.301 -  hpt neg vpt -1.62 mul V
  62.302 -  hpt 2 mul 0 V
  62.303 -  hpt neg vpt 1.62 mul V Opaque stroke} def
  62.304 -/TriDW {stroke [] 0 setdash vpt 1.12 mul sub M
  62.305 -  hpt neg vpt 1.62 mul V
  62.306 -  hpt 2 mul 0 V
  62.307 -  hpt neg vpt -1.62 mul V Opaque stroke} def
  62.308 -/PentW {stroke [] 0 setdash gsave
  62.309 -  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  62.310 -  Opaque stroke grestore} def
  62.311 -/CircW {stroke [] 0 setdash 
  62.312 -  hpt 0 360 arc Opaque stroke} def
  62.313 -/BoxFill {gsave Rec 1 setgray fill grestore} def
  62.314 -/Density {
  62.315 -  /Fillden exch def
  62.316 -  currentrgbcolor
  62.317 -  /ColB exch def /ColG exch def /ColR exch def
  62.318 -  /ColR ColR Fillden mul Fillden sub 1 add def
  62.319 -  /ColG ColG Fillden mul Fillden sub 1 add def
  62.320 -  /ColB ColB Fillden mul Fillden sub 1 add def
  62.321 -  ColR ColG ColB setrgbcolor} def
  62.322 -/BoxColFill {gsave Rec PolyFill} def
  62.323 -/PolyFill {gsave Density fill grestore grestore} def
  62.324 -/h {rlineto rlineto rlineto gsave closepath fill grestore} bind def
  62.325 -%
  62.326 -% PostScript Level 1 Pattern Fill routine for rectangles
  62.327 -% Usage: x y w h s a XX PatternFill
  62.328 -%	x,y = lower left corner of box to be filled
  62.329 -%	w,h = width and height of box
  62.330 -%	  a = angle in degrees between lines and x-axis
  62.331 -%	 XX = 0/1 for no/yes cross-hatch
  62.332 -%
  62.333 -/PatternFill {gsave /PFa [ 9 2 roll ] def
  62.334 -  PFa 0 get PFa 2 get 2 div add PFa 1 get PFa 3 get 2 div add translate
  62.335 -  PFa 2 get -2 div PFa 3 get -2 div PFa 2 get PFa 3 get Rec
  62.336 -  gsave 1 setgray fill grestore clip
  62.337 -  currentlinewidth 0.5 mul setlinewidth
  62.338 -  /PFs PFa 2 get dup mul PFa 3 get dup mul add sqrt def
  62.339 -  0 0 M PFa 5 get rotate PFs -2 div dup translate
  62.340 -  0 1 PFs PFa 4 get div 1 add floor cvi
  62.341 -	{PFa 4 get mul 0 M 0 PFs V} for
  62.342 -  0 PFa 6 get ne {
  62.343 -	0 1 PFs PFa 4 get div 1 add floor cvi
  62.344 -	{PFa 4 get mul 0 2 1 roll M PFs 0 V} for
  62.345 - } if
  62.346 -  stroke grestore} def
  62.347 -%
  62.348 -/languagelevel where
  62.349 - {pop languagelevel} {1} ifelse
  62.350 - 2 lt
  62.351 -	{/InterpretLevel1 true def}
  62.352 -	{/InterpretLevel1 Level1 def}
  62.353 - ifelse
  62.354 -%
  62.355 -% PostScript level 2 pattern fill definitions
  62.356 -%
  62.357 -/Level2PatternFill {
  62.358 -/Tile8x8 {/PaintType 2 /PatternType 1 /TilingType 1 /BBox [0 0 8 8] /XStep 8 /YStep 8}
  62.359 -	bind def
  62.360 -/KeepColor {currentrgbcolor [/Pattern /DeviceRGB] setcolorspace} bind def
  62.361 -<< Tile8x8
  62.362 - /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke} 
  62.363 ->> matrix makepattern
  62.364 -/Pat1 exch def
  62.365 -<< Tile8x8
  62.366 - /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke
  62.367 -	0 4 M 4 8 L 8 4 L 4 0 L 0 4 L stroke}
  62.368 ->> matrix makepattern
  62.369 -/Pat2 exch def
  62.370 -<< Tile8x8
  62.371 - /PaintProc {0.5 setlinewidth pop 0 0 M 0 8 L
  62.372 -	8 8 L 8 0 L 0 0 L fill}
  62.373 ->> matrix makepattern
  62.374 -/Pat3 exch def
  62.375 -<< Tile8x8
  62.376 - /PaintProc {0.5 setlinewidth pop -4 8 M 8 -4 L
  62.377 -	0 12 M 12 0 L stroke}
  62.378 ->> matrix makepattern
  62.379 -/Pat4 exch def
  62.380 -<< Tile8x8
  62.381 - /PaintProc {0.5 setlinewidth pop -4 0 M 8 12 L
  62.382 -	0 -4 M 12 8 L stroke}
  62.383 ->> matrix makepattern
  62.384 -/Pat5 exch def
  62.385 -<< Tile8x8
  62.386 - /PaintProc {0.5 setlinewidth pop -2 8 M 4 -4 L
  62.387 -	0 12 M 8 -4 L 4 12 M 10 0 L stroke}
  62.388 ->> matrix makepattern
  62.389 -/Pat6 exch def
  62.390 -<< Tile8x8
  62.391 - /PaintProc {0.5 setlinewidth pop -2 0 M 4 12 L
  62.392 -	0 -4 M 8 12 L 4 -4 M 10 8 L stroke}
  62.393 ->> matrix makepattern
  62.394 -/Pat7 exch def
  62.395 -<< Tile8x8
  62.396 - /PaintProc {0.5 setlinewidth pop 8 -2 M -4 4 L
  62.397 -	12 0 M -4 8 L 12 4 M 0 10 L stroke}
  62.398 ->> matrix makepattern
  62.399 -/Pat8 exch def
  62.400 -<< Tile8x8
  62.401 - /PaintProc {0.5 setlinewidth pop 0 -2 M 12 4 L
  62.402 -	-4 0 M 12 8 L -4 4 M 8 10 L stroke}
  62.403 ->> matrix makepattern
  62.404 -/Pat9 exch def
  62.405 -/Pattern1 {PatternBgnd KeepColor Pat1 setpattern} bind def
  62.406 -/Pattern2 {PatternBgnd KeepColor Pat2 setpattern} bind def
  62.407 -/Pattern3 {PatternBgnd KeepColor Pat3 setpattern} bind def
  62.408 -/Pattern4 {PatternBgnd KeepColor Landscape {Pat5} {Pat4} ifelse setpattern} bind def
  62.409 -/Pattern5 {PatternBgnd KeepColor Landscape {Pat4} {Pat5} ifelse setpattern} bind def
  62.410 -/Pattern6 {PatternBgnd KeepColor Landscape {Pat9} {Pat6} ifelse setpattern} bind def
  62.411 -/Pattern7 {PatternBgnd KeepColor Landscape {Pat8} {Pat7} ifelse setpattern} bind def
  62.412 -} def
  62.413 -%
  62.414 -%
  62.415 -%End of PostScript Level 2 code
  62.416 -%
  62.417 -/PatternBgnd {
  62.418 -  TransparentPatterns {} {gsave 1 setgray fill grestore} ifelse
  62.419 -} def
  62.420 -%
  62.421 -% Substitute for Level 2 pattern fill codes with
  62.422 -% grayscale if Level 2 support is not selected.
  62.423 -%
  62.424 -/Level1PatternFill {
  62.425 -/Pattern1 {0.250 Density} bind def
  62.426 -/Pattern2 {0.500 Density} bind def
  62.427 -/Pattern3 {0.750 Density} bind def
  62.428 -/Pattern4 {0.125 Density} bind def
  62.429 -/Pattern5 {0.375 Density} bind def
  62.430 -/Pattern6 {0.625 Density} bind def
  62.431 -/Pattern7 {0.875 Density} bind def
  62.432 -} def
  62.433 -%
  62.434 -% Now test for support of Level 2 code
  62.435 -%
  62.436 -Level1 {Level1PatternFill} {Level2PatternFill} ifelse
  62.437 -%
  62.438 -/Symbol-Oblique /Symbol findfont [1 0 .167 1 0 0] makefont
  62.439 -dup length dict begin {1 index /FID eq {pop pop} {def} ifelse} forall
  62.440 -currentdict end definefont pop
  62.441 -/MFshow {
  62.442 -   { dup 5 get 3 ge
  62.443 -     { 5 get 3 eq {gsave} {grestore} ifelse }
  62.444 -     {dup dup 0 get findfont exch 1 get scalefont setfont
  62.445 -     [ currentpoint ] exch dup 2 get 0 exch R dup 5 get 2 ne {dup dup 6
  62.446 -     get exch 4 get {Gshow} {stringwidth pop 0 R} ifelse }if dup 5 get 0 eq
  62.447 -     {dup 3 get {2 get neg 0 exch R pop} {pop aload pop M} ifelse} {dup 5
  62.448 -     get 1 eq {dup 2 get exch dup 3 get exch 6 get stringwidth pop -2 div
  62.449 -     dup 0 R} {dup 6 get stringwidth pop -2 div 0 R 6 get
  62.450 -     show 2 index {aload pop M neg 3 -1 roll neg R pop pop} {pop pop pop
  62.451 -     pop aload pop M} ifelse }ifelse }ifelse }
  62.452 -     ifelse }
  62.453 -   forall} def
  62.454 -/Gswidth {dup type /stringtype eq {stringwidth} {pop (n) stringwidth} ifelse} def
  62.455 -/MFwidth {0 exch { dup 5 get 3 ge { 5 get 3 eq { 0 } { pop } ifelse }
  62.456 - {dup 3 get{dup dup 0 get findfont exch 1 get scalefont setfont
  62.457 -     6 get Gswidth pop add} {pop} ifelse} ifelse} forall} def
  62.458 -/MLshow { currentpoint stroke M
  62.459 -  0 exch R
  62.460 -  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  62.461 -/MRshow { currentpoint stroke M
  62.462 -  exch dup MFwidth neg 3 -1 roll R
  62.463 -  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  62.464 -/MCshow { currentpoint stroke M
  62.465 -  exch dup MFwidth -2 div 3 -1 roll R
  62.466 -  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  62.467 -/XYsave    { [( ) 1 2 true false 3 ()] } bind def
  62.468 -/XYrestore { [( ) 1 2 true false 4 ()] } bind def
  62.469 -end
  62.470 -%%EndProlog
  62.471 -%%Page: 1 1
  62.472 -gnudict begin
  62.473 -gsave
  62.474 -doclip
  62.475 -50 50 translate
  62.476 -0.100 0.100 scale
  62.477 -90 rotate
  62.478 -0 -5040 translate
  62.479 -0 setgray
  62.480 -newpath
  62.481 -(Helvetica) findfont 140 scalefont setfont
  62.482 -1.000 UL
  62.483 -LTb
  62.484 -686 922 M
  62.485 -63 0 V
  62.486 -stroke
  62.487 -602 922 M
  62.488 -[ [(Helvetica) 140.0 0.0 true true 0 ( 50)]
  62.489 -] -46.7 MRshow
  62.490 -1.000 UL
  62.491 -LTb
  62.492 -686 1405 M
  62.493 -63 0 V
  62.494 -stroke
  62.495 -602 1405 M
  62.496 -[ [(Helvetica) 140.0 0.0 true true 0 ( 100)]
  62.497 -] -46.7 MRshow
  62.498 -1.000 UL
  62.499 -LTb
  62.500 -686 1888 M
  62.501 -63 0 V
  62.502 -stroke
  62.503 -602 1888 M
  62.504 -[ [(Helvetica) 140.0 0.0 true true 0 ( 150)]
  62.505 -] -46.7 MRshow
  62.506 -1.000 UL
  62.507 -LTb
  62.508 -686 2372 M
  62.509 -63 0 V
  62.510 -stroke
  62.511 -602 2372 M
  62.512 -[ [(Helvetica) 140.0 0.0 true true 0 ( 200)]
  62.513 -] -46.7 MRshow
  62.514 -1.000 UL
  62.515 -LTb
  62.516 -686 2855 M
  62.517 -63 0 V
  62.518 -stroke
  62.519 -602 2855 M
  62.520 -[ [(Helvetica) 140.0 0.0 true true 0 ( 250)]
  62.521 -] -46.7 MRshow
  62.522 -1.000 UL
  62.523 -LTb
  62.524 -686 448 M
  62.525 -0 63 V
  62.526 -stroke
  62.527 -686 308 M
  62.528 -[ [(Helvetica) 140.0 0.0 true true 0 ( 0)]
  62.529 -] -46.7 MCshow
  62.530 -1.000 UL
  62.531 -LTb
  62.532 -1109 448 M
  62.533 -0 63 V
  62.534 -stroke
  62.535 -1109 308 M
  62.536 -[ [(Helvetica) 140.0 0.0 true true 0 ( 1000)]
  62.537 -] -46.7 MCshow
  62.538 -1.000 UL
  62.539 -LTb
  62.540 -1531 448 M
  62.541 -0 63 V
  62.542 -stroke
  62.543 -1531 308 M
  62.544 -[ [(Helvetica) 140.0 0.0 true true 0 ( 2000)]
  62.545 -] -46.7 MCshow
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  63.170 -  hpt vpt V hpt neg vpt V closepath fill} def
  63.171 -/Pent {stroke [] 0 setdash 2 copy gsave
  63.172 -  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  63.173 -  closepath stroke grestore Pnt} def
  63.174 -/PentF {stroke [] 0 setdash gsave
  63.175 -  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  63.176 -  closepath fill grestore} def
  63.177 -/Circle {stroke [] 0 setdash 2 copy
  63.178 -  hpt 0 360 arc stroke Pnt} def
  63.179 -/CircleF {stroke [] 0 setdash hpt 0 360 arc fill} def
  63.180 -/C0 {BL [] 0 setdash 2 copy moveto vpt 90 450 arc} bind def
  63.181 -/C1 {BL [] 0 setdash 2 copy moveto
  63.182 -	2 copy vpt 0 90 arc closepath fill
  63.183 -	vpt 0 360 arc closepath} bind def
  63.184 -/C2 {BL [] 0 setdash 2 copy moveto
  63.185 -	2 copy vpt 90 180 arc closepath fill
  63.186 -	vpt 0 360 arc closepath} bind def
  63.187 -/C3 {BL [] 0 setdash 2 copy moveto
  63.188 -	2 copy vpt 0 180 arc closepath fill
  63.189 -	vpt 0 360 arc closepath} bind def
  63.190 -/C4 {BL [] 0 setdash 2 copy moveto
  63.191 -	2 copy vpt 180 270 arc closepath fill
  63.192 -	vpt 0 360 arc closepath} bind def
  63.193 -/C5 {BL [] 0 setdash 2 copy moveto
  63.194 -	2 copy vpt 0 90 arc
  63.195 -	2 copy moveto
  63.196 -	2 copy vpt 180 270 arc closepath fill
  63.197 -	vpt 0 360 arc} bind def
  63.198 -/C6 {BL [] 0 setdash 2 copy moveto
  63.199 -	2 copy vpt 90 270 arc closepath fill
  63.200 -	vpt 0 360 arc closepath} bind def
  63.201 -/C7 {BL [] 0 setdash 2 copy moveto
  63.202 -	2 copy vpt 0 270 arc closepath fill
  63.203 -	vpt 0 360 arc closepath} bind def
  63.204 -/C8 {BL [] 0 setdash 2 copy moveto
  63.205 -	2 copy vpt 270 360 arc closepath fill
  63.206 -	vpt 0 360 arc closepath} bind def
  63.207 -/C9 {BL [] 0 setdash 2 copy moveto
  63.208 -	2 copy vpt 270 450 arc closepath fill
  63.209 -	vpt 0 360 arc closepath} bind def
  63.210 -/C10 {BL [] 0 setdash 2 copy 2 copy moveto vpt 270 360 arc closepath fill
  63.211 -	2 copy moveto
  63.212 -	2 copy vpt 90 180 arc closepath fill
  63.213 -	vpt 0 360 arc closepath} bind def
  63.214 -/C11 {BL [] 0 setdash 2 copy moveto
  63.215 -	2 copy vpt 0 180 arc closepath fill
  63.216 -	2 copy moveto
  63.217 -	2 copy vpt 270 360 arc closepath fill
  63.218 -	vpt 0 360 arc closepath} bind def
  63.219 -/C12 {BL [] 0 setdash 2 copy moveto
  63.220 -	2 copy vpt 180 360 arc closepath fill
  63.221 -	vpt 0 360 arc closepath} bind def
  63.222 -/C13 {BL [] 0 setdash 2 copy moveto
  63.223 -	2 copy vpt 0 90 arc closepath fill
  63.224 -	2 copy moveto
  63.225 -	2 copy vpt 180 360 arc closepath fill
  63.226 -	vpt 0 360 arc closepath} bind def
  63.227 -/C14 {BL [] 0 setdash 2 copy moveto
  63.228 -	2 copy vpt 90 360 arc closepath fill
  63.229 -	vpt 0 360 arc} bind def
  63.230 -/C15 {BL [] 0 setdash 2 copy vpt 0 360 arc closepath fill
  63.231 -	vpt 0 360 arc closepath} bind def
  63.232 -/Rec {newpath 4 2 roll moveto 1 index 0 rlineto 0 exch rlineto
  63.233 -	neg 0 rlineto closepath} bind def
  63.234 -/Square {dup Rec} bind def
  63.235 -/Bsquare {vpt sub exch vpt sub exch vpt2 Square} bind def
  63.236 -/S0 {BL [] 0 setdash 2 copy moveto 0 vpt rlineto BL Bsquare} bind def
  63.237 -/S1 {BL [] 0 setdash 2 copy vpt Square fill Bsquare} bind def
  63.238 -/S2 {BL [] 0 setdash 2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  63.239 -/S3 {BL [] 0 setdash 2 copy exch vpt sub exch vpt2 vpt Rec fill Bsquare} bind def
  63.240 -/S4 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  63.241 -/S5 {BL [] 0 setdash 2 copy 2 copy vpt Square fill
  63.242 -	exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  63.243 -/S6 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill Bsquare} bind def
  63.244 -/S7 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill
  63.245 -	2 copy vpt Square fill Bsquare} bind def
  63.246 -/S8 {BL [] 0 setdash 2 copy vpt sub vpt Square fill Bsquare} bind def
  63.247 -/S9 {BL [] 0 setdash 2 copy vpt sub vpt vpt2 Rec fill Bsquare} bind def
  63.248 -/S10 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt Square fill
  63.249 -	Bsquare} bind def
  63.250 -/S11 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt2 vpt Rec fill
  63.251 -	Bsquare} bind def
  63.252 -/S12 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill Bsquare} bind def
  63.253 -/S13 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  63.254 -	2 copy vpt Square fill Bsquare} bind def
  63.255 -/S14 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  63.256 -	2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  63.257 -/S15 {BL [] 0 setdash 2 copy Bsquare fill Bsquare} bind def
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  63.261 -/D3 {gsave translate 45 rotate 0 0 S3 stroke grestore} bind def
  63.262 -/D4 {gsave translate 45 rotate 0 0 S4 stroke grestore} bind def
  63.263 -/D5 {gsave translate 45 rotate 0 0 S5 stroke grestore} bind def
  63.264 -/D6 {gsave translate 45 rotate 0 0 S6 stroke grestore} bind def
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  63.267 -/D9 {gsave translate 45 rotate 0 0 S9 stroke grestore} bind def
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  63.269 -/D11 {gsave translate 45 rotate 0 0 S11 stroke grestore} bind def
  63.270 -/D12 {gsave translate 45 rotate 0 0 S12 stroke grestore} bind def
  63.271 -/D13 {gsave translate 45 rotate 0 0 S13 stroke grestore} bind def
  63.272 -/D14 {gsave translate 45 rotate 0 0 S14 stroke grestore} bind def
  63.273 -/D15 {gsave translate 45 rotate 0 0 S15 stroke grestore} bind def
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  63.275 -  hpt neg vpt neg V hpt vpt neg V
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  63.277 -/BoxE {stroke [] 0 setdash exch hpt sub exch vpt add M
  63.278 -  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  63.279 -  hpt2 neg 0 V closepath stroke} def
  63.280 -/TriUE {stroke [] 0 setdash vpt 1.12 mul add M
  63.281 -  hpt neg vpt -1.62 mul V
  63.282 -  hpt 2 mul 0 V
  63.283 -  hpt neg vpt 1.62 mul V closepath stroke} def
  63.284 -/TriDE {stroke [] 0 setdash vpt 1.12 mul sub M
  63.285 -  hpt neg vpt 1.62 mul V
  63.286 -  hpt 2 mul 0 V
  63.287 -  hpt neg vpt -1.62 mul V closepath stroke} def
  63.288 -/PentE {stroke [] 0 setdash gsave
  63.289 -  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  63.290 -  closepath stroke grestore} def
  63.291 -/CircE {stroke [] 0 setdash 
  63.292 -  hpt 0 360 arc stroke} def
  63.293 -/Opaque {gsave closepath 1 setgray fill grestore 0 setgray closepath} def
  63.294 -/DiaW {stroke [] 0 setdash vpt add M
  63.295 -  hpt neg vpt neg V hpt vpt neg V
  63.296 -  hpt vpt V hpt neg vpt V Opaque stroke} def
  63.297 -/BoxW {stroke [] 0 setdash exch hpt sub exch vpt add M
  63.298 -  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  63.299 -  hpt2 neg 0 V Opaque stroke} def
  63.300 -/TriUW {stroke [] 0 setdash vpt 1.12 mul add M
  63.301 -  hpt neg vpt -1.62 mul V
  63.302 -  hpt 2 mul 0 V
  63.303 -  hpt neg vpt 1.62 mul V Opaque stroke} def
  63.304 -/TriDW {stroke [] 0 setdash vpt 1.12 mul sub M
  63.305 -  hpt neg vpt 1.62 mul V
  63.306 -  hpt 2 mul 0 V
  63.307 -  hpt neg vpt -1.62 mul V Opaque stroke} def
  63.308 -/PentW {stroke [] 0 setdash gsave
  63.309 -  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  63.310 -  Opaque stroke grestore} def
  63.311 -/CircW {stroke [] 0 setdash 
  63.312 -  hpt 0 360 arc Opaque stroke} def
  63.313 -/BoxFill {gsave Rec 1 setgray fill grestore} def
  63.314 -/Density {
  63.315 -  /Fillden exch def
  63.316 -  currentrgbcolor
  63.317 -  /ColB exch def /ColG exch def /ColR exch def
  63.318 -  /ColR ColR Fillden mul Fillden sub 1 add def
  63.319 -  /ColG ColG Fillden mul Fillden sub 1 add def
  63.320 -  /ColB ColB Fillden mul Fillden sub 1 add def
  63.321 -  ColR ColG ColB setrgbcolor} def
  63.322 -/BoxColFill {gsave Rec PolyFill} def
  63.323 -/PolyFill {gsave Density fill grestore grestore} def
  63.324 -/h {rlineto rlineto rlineto gsave closepath fill grestore} bind def
  63.325 -%
  63.326 -% PostScript Level 1 Pattern Fill routine for rectangles
  63.327 -% Usage: x y w h s a XX PatternFill
  63.328 -%	x,y = lower left corner of box to be filled
  63.329 -%	w,h = width and height of box
  63.330 -%	  a = angle in degrees between lines and x-axis
  63.331 -%	 XX = 0/1 for no/yes cross-hatch
  63.332 -%
  63.333 -/PatternFill {gsave /PFa [ 9 2 roll ] def
  63.334 -  PFa 0 get PFa 2 get 2 div add PFa 1 get PFa 3 get 2 div add translate
  63.335 -  PFa 2 get -2 div PFa 3 get -2 div PFa 2 get PFa 3 get Rec
  63.336 -  gsave 1 setgray fill grestore clip
  63.337 -  currentlinewidth 0.5 mul setlinewidth
  63.338 -  /PFs PFa 2 get dup mul PFa 3 get dup mul add sqrt def
  63.339 -  0 0 M PFa 5 get rotate PFs -2 div dup translate
  63.340 -  0 1 PFs PFa 4 get div 1 add floor cvi
  63.341 -	{PFa 4 get mul 0 M 0 PFs V} for
  63.342 -  0 PFa 6 get ne {
  63.343 -	0 1 PFs PFa 4 get div 1 add floor cvi
  63.344 -	{PFa 4 get mul 0 2 1 roll M PFs 0 V} for
  63.345 - } if
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  63.352 -	{/InterpretLevel1 Level1 def}
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  63.356 -%
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  63.359 -	bind def
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  63.363 ->> matrix makepattern
  63.364 -/Pat1 exch def
  63.365 -<< Tile8x8
  63.366 - /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke
  63.367 -	0 4 M 4 8 L 8 4 L 4 0 L 0 4 L stroke}
  63.368 ->> matrix makepattern
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  63.370 -<< Tile8x8
  63.371 - /PaintProc {0.5 setlinewidth pop 0 0 M 0 8 L
  63.372 -	8 8 L 8 0 L 0 0 L fill}
  63.373 ->> matrix makepattern
  63.374 -/Pat3 exch def
  63.375 -<< Tile8x8
  63.376 - /PaintProc {0.5 setlinewidth pop -4 8 M 8 -4 L
  63.377 -	0 12 M 12 0 L stroke}
  63.378 ->> matrix makepattern
  63.379 -/Pat4 exch def
  63.380 -<< Tile8x8
  63.381 - /PaintProc {0.5 setlinewidth pop -4 0 M 8 12 L
  63.382 -	0 -4 M 12 8 L stroke}
  63.383 ->> matrix makepattern
  63.384 -/Pat5 exch def
  63.385 -<< Tile8x8
  63.386 - /PaintProc {0.5 setlinewidth pop -2 8 M 4 -4 L
  63.387 -	0 12 M 8 -4 L 4 12 M 10 0 L stroke}
  63.388 ->> matrix makepattern
  63.389 -/Pat6 exch def
  63.390 -<< Tile8x8
  63.391 - /PaintProc {0.5 setlinewidth pop -2 0 M 4 12 L
  63.392 -	0 -4 M 8 12 L 4 -4 M 10 8 L stroke}
  63.393 ->> matrix makepattern
  63.394 -/Pat7 exch def
  63.395 -<< Tile8x8
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  63.397 -	12 0 M -4 8 L 12 4 M 0 10 L stroke}
  63.398 ->> matrix makepattern
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  63.400 -<< Tile8x8
  63.401 - /PaintProc {0.5 setlinewidth pop 0 -2 M 12 4 L
  63.402 -	-4 0 M 12 8 L -4 4 M 8 10 L stroke}
  63.403 ->> matrix makepattern
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  63.406 -/Pattern2 {PatternBgnd KeepColor Pat2 setpattern} bind def
  63.407 -/Pattern3 {PatternBgnd KeepColor Pat3 setpattern} bind def
  63.408 -/Pattern4 {PatternBgnd KeepColor Landscape {Pat5} {Pat4} ifelse setpattern} bind def
  63.409 -/Pattern5 {PatternBgnd KeepColor Landscape {Pat4} {Pat5} ifelse setpattern} bind def
  63.410 -/Pattern6 {PatternBgnd KeepColor Landscape {Pat9} {Pat6} ifelse setpattern} bind def
  63.411 -/Pattern7 {PatternBgnd KeepColor Landscape {Pat8} {Pat7} ifelse setpattern} bind def
  63.412 -} def
  63.413 -%
  63.414 -%
  63.415 -%End of PostScript Level 2 code
  63.416 -%
  63.417 -/PatternBgnd {
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  63.419 -} def
  63.420 -%
  63.421 -% Substitute for Level 2 pattern fill codes with
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  63.423 -%
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  63.425 -/Pattern1 {0.250 Density} bind def
  63.426 -/Pattern2 {0.500 Density} bind def
  63.427 -/Pattern3 {0.750 Density} bind def
  63.428 -/Pattern4 {0.125 Density} bind def
  63.429 -/Pattern5 {0.375 Density} bind def
  63.430 -/Pattern6 {0.625 Density} bind def
  63.431 -/Pattern7 {0.875 Density} bind def
  63.432 -} def
  63.433 -%
  63.434 -% Now test for support of Level 2 code
  63.435 -%
  63.436 -Level1 {Level1PatternFill} {Level2PatternFill} ifelse
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  63.443 -     { 5 get 3 eq {gsave} {grestore} ifelse }
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  63.446 -     get exch 4 get {Gshow} {stringwidth pop 0 R} ifelse }if dup 5 get 0 eq
  63.447 -     {dup 3 get {2 get neg 0 exch R pop} {pop aload pop M} ifelse} {dup 5
  63.448 -     get 1 eq {dup 2 get exch dup 3 get exch 6 get stringwidth pop -2 div
  63.449 -     dup 0 R} {dup 6 get stringwidth pop -2 div 0 R 6 get
  63.450 -     show 2 index {aload pop M neg 3 -1 roll neg R pop pop} {pop pop pop
  63.451 -     pop aload pop M} ifelse }ifelse }ifelse }
  63.452 -     ifelse }
  63.453 -   forall} def
  63.454 -/Gswidth {dup type /stringtype eq {stringwidth} {pop (n) stringwidth} ifelse} def
  63.455 -/MFwidth {0 exch { dup 5 get 3 ge { 5 get 3 eq { 0 } { pop } ifelse }
  63.456 - {dup 3 get{dup dup 0 get findfont exch 1 get scalefont setfont
  63.457 -     6 get Gswidth pop add} {pop} ifelse} ifelse} forall} def
  63.458 -/MLshow { currentpoint stroke M
  63.459 -  0 exch R
  63.460 -  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  63.461 -/MRshow { currentpoint stroke M
  63.462 -  exch dup MFwidth neg 3 -1 roll R
  63.463 -  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  63.464 -/MCshow { currentpoint stroke M
  63.465 -  exch dup MFwidth -2 div 3 -1 roll R
  63.466 -  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  63.467 -/XYsave    { [( ) 1 2 true false 3 ()] } bind def
  63.468 -/XYrestore { [( ) 1 2 true false 4 ()] } bind def
  63.469 -end
  63.470 -%%EndProlog
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  63.474 -doclip
  63.475 -50 50 translate
  63.476 -0.100 0.100 scale
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  63.478 -0 -5040 translate
  63.479 -0 setgray
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  63.604 -4.000 UL
  63.605 -LT5
  63.606 -LC7 setrgbcolor
  63.607 -LCb setrgbcolor
  63.608 -3668 2645 M
  63.609 -[ [(Helvetica) 140.0 0.0 true true 0 (80 Threads)]
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  63.622 -LCb setrgbcolor
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  63.635 -LT7
  63.636 -LC1 setrgbcolor
  63.637 -LCb setrgbcolor
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  63.639 -[ [(Helvetica) 140.0 0.0 true true 0 (320 Threads)]
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  64.264 -/D6 {gsave translate 45 rotate 0 0 S6 stroke grestore} bind def
  64.265 -/D7 {gsave translate 45 rotate 0 0 S7 stroke grestore} bind def
  64.266 -/D8 {gsave translate 45 rotate 0 0 S8 stroke grestore} bind def
  64.267 -/D9 {gsave translate 45 rotate 0 0 S9 stroke grestore} bind def
  64.268 -/D10 {gsave translate 45 rotate 0 0 S10 stroke grestore} bind def
  64.269 -/D11 {gsave translate 45 rotate 0 0 S11 stroke grestore} bind def
  64.270 -/D12 {gsave translate 45 rotate 0 0 S12 stroke grestore} bind def
  64.271 -/D13 {gsave translate 45 rotate 0 0 S13 stroke grestore} bind def
  64.272 -/D14 {gsave translate 45 rotate 0 0 S14 stroke grestore} bind def
  64.273 -/D15 {gsave translate 45 rotate 0 0 S15 stroke grestore} bind def
  64.274 -/DiaE {stroke [] 0 setdash vpt add M
  64.275 -  hpt neg vpt neg V hpt vpt neg V
  64.276 -  hpt vpt V hpt neg vpt V closepath stroke} def
  64.277 -/BoxE {stroke [] 0 setdash exch hpt sub exch vpt add M
  64.278 -  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  64.279 -  hpt2 neg 0 V closepath stroke} def
  64.280 -/TriUE {stroke [] 0 setdash vpt 1.12 mul add M
  64.281 -  hpt neg vpt -1.62 mul V
  64.282 -  hpt 2 mul 0 V
  64.283 -  hpt neg vpt 1.62 mul V closepath stroke} def
  64.284 -/TriDE {stroke [] 0 setdash vpt 1.12 mul sub M
  64.285 -  hpt neg vpt 1.62 mul V
  64.286 -  hpt 2 mul 0 V
  64.287 -  hpt neg vpt -1.62 mul V closepath stroke} def
  64.288 -/PentE {stroke [] 0 setdash gsave
  64.289 -  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  64.290 -  closepath stroke grestore} def
  64.291 -/CircE {stroke [] 0 setdash 
  64.292 -  hpt 0 360 arc stroke} def
  64.293 -/Opaque {gsave closepath 1 setgray fill grestore 0 setgray closepath} def
  64.294 -/DiaW {stroke [] 0 setdash vpt add M
  64.295 -  hpt neg vpt neg V hpt vpt neg V
  64.296 -  hpt vpt V hpt neg vpt V Opaque stroke} def
  64.297 -/BoxW {stroke [] 0 setdash exch hpt sub exch vpt add M
  64.298 -  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  64.299 -  hpt2 neg 0 V Opaque stroke} def
  64.300 -/TriUW {stroke [] 0 setdash vpt 1.12 mul add M
  64.301 -  hpt neg vpt -1.62 mul V
  64.302 -  hpt 2 mul 0 V
  64.303 -  hpt neg vpt 1.62 mul V Opaque stroke} def
  64.304 -/TriDW {stroke [] 0 setdash vpt 1.12 mul sub M
  64.305 -  hpt neg vpt 1.62 mul V
  64.306 -  hpt 2 mul 0 V
  64.307 -  hpt neg vpt -1.62 mul V Opaque stroke} def
  64.308 -/PentW {stroke [] 0 setdash gsave
  64.309 -  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  64.310 -  Opaque stroke grestore} def
  64.311 -/CircW {stroke [] 0 setdash 
  64.312 -  hpt 0 360 arc Opaque stroke} def
  64.313 -/BoxFill {gsave Rec 1 setgray fill grestore} def
  64.314 -/Density {
  64.315 -  /Fillden exch def
  64.316 -  currentrgbcolor
  64.317 -  /ColB exch def /ColG exch def /ColR exch def
  64.318 -  /ColR ColR Fillden mul Fillden sub 1 add def
  64.319 -  /ColG ColG Fillden mul Fillden sub 1 add def
  64.320 -  /ColB ColB Fillden mul Fillden sub 1 add def
  64.321 -  ColR ColG ColB setrgbcolor} def
  64.322 -/BoxColFill {gsave Rec PolyFill} def
  64.323 -/PolyFill {gsave Density fill grestore grestore} def
  64.324 -/h {rlineto rlineto rlineto gsave closepath fill grestore} bind def
  64.325 -%
  64.326 -% PostScript Level 1 Pattern Fill routine for rectangles
  64.327 -% Usage: x y w h s a XX PatternFill
  64.328 -%	x,y = lower left corner of box to be filled
  64.329 -%	w,h = width and height of box
  64.330 -%	  a = angle in degrees between lines and x-axis
  64.331 -%	 XX = 0/1 for no/yes cross-hatch
  64.332 -%
  64.333 -/PatternFill {gsave /PFa [ 9 2 roll ] def
  64.334 -  PFa 0 get PFa 2 get 2 div add PFa 1 get PFa 3 get 2 div add translate
  64.335 -  PFa 2 get -2 div PFa 3 get -2 div PFa 2 get PFa 3 get Rec
  64.336 -  gsave 1 setgray fill grestore clip
  64.337 -  currentlinewidth 0.5 mul setlinewidth
  64.338 -  /PFs PFa 2 get dup mul PFa 3 get dup mul add sqrt def
  64.339 -  0 0 M PFa 5 get rotate PFs -2 div dup translate
  64.340 -  0 1 PFs PFa 4 get div 1 add floor cvi
  64.341 -	{PFa 4 get mul 0 M 0 PFs V} for
  64.342 -  0 PFa 6 get ne {
  64.343 -	0 1 PFs PFa 4 get div 1 add floor cvi
  64.344 -	{PFa 4 get mul 0 2 1 roll M PFs 0 V} for
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  64.346 -  stroke grestore} def
  64.347 -%
  64.348 -/languagelevel where
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  64.350 - 2 lt
  64.351 -	{/InterpretLevel1 true def}
  64.352 -	{/InterpretLevel1 Level1 def}
  64.353 - ifelse
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  64.355 -% PostScript level 2 pattern fill definitions
  64.356 -%
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  64.359 -	bind def
  64.360 -/KeepColor {currentrgbcolor [/Pattern /DeviceRGB] setcolorspace} bind def
  64.361 -<< Tile8x8
  64.362 - /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke} 
  64.363 ->> matrix makepattern
  64.364 -/Pat1 exch def
  64.365 -<< Tile8x8
  64.366 - /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke
  64.367 -	0 4 M 4 8 L 8 4 L 4 0 L 0 4 L stroke}
  64.368 ->> matrix makepattern
  64.369 -/Pat2 exch def
  64.370 -<< Tile8x8
  64.371 - /PaintProc {0.5 setlinewidth pop 0 0 M 0 8 L
  64.372 -	8 8 L 8 0 L 0 0 L fill}
  64.373 ->> matrix makepattern
  64.374 -/Pat3 exch def
  64.375 -<< Tile8x8
  64.376 - /PaintProc {0.5 setlinewidth pop -4 8 M 8 -4 L
  64.377 -	0 12 M 12 0 L stroke}
  64.378 ->> matrix makepattern
  64.379 -/Pat4 exch def
  64.380 -<< Tile8x8
  64.381 - /PaintProc {0.5 setlinewidth pop -4 0 M 8 12 L
  64.382 -	0 -4 M 12 8 L stroke}
  64.383 ->> matrix makepattern
  64.384 -/Pat5 exch def
  64.385 -<< Tile8x8
  64.386 - /PaintProc {0.5 setlinewidth pop -2 8 M 4 -4 L
  64.387 -	0 12 M 8 -4 L 4 12 M 10 0 L stroke}
  64.388 ->> matrix makepattern
  64.389 -/Pat6 exch def
  64.390 -<< Tile8x8
  64.391 - /PaintProc {0.5 setlinewidth pop -2 0 M 4 12 L
  64.392 -	0 -4 M 8 12 L 4 -4 M 10 8 L stroke}
  64.393 ->> matrix makepattern
  64.394 -/Pat7 exch def
  64.395 -<< Tile8x8
  64.396 - /PaintProc {0.5 setlinewidth pop 8 -2 M -4 4 L
  64.397 -	12 0 M -4 8 L 12 4 M 0 10 L stroke}
  64.398 ->> matrix makepattern
  64.399 -/Pat8 exch def
  64.400 -<< Tile8x8
  64.401 - /PaintProc {0.5 setlinewidth pop 0 -2 M 12 4 L
  64.402 -	-4 0 M 12 8 L -4 4 M 8 10 L stroke}
  64.403 ->> matrix makepattern
  64.404 -/Pat9 exch def
  64.405 -/Pattern1 {PatternBgnd KeepColor Pat1 setpattern} bind def
  64.406 -/Pattern2 {PatternBgnd KeepColor Pat2 setpattern} bind def
  64.407 -/Pattern3 {PatternBgnd KeepColor Pat3 setpattern} bind def
  64.408 -/Pattern4 {PatternBgnd KeepColor Landscape {Pat5} {Pat4} ifelse setpattern} bind def
  64.409 -/Pattern5 {PatternBgnd KeepColor Landscape {Pat4} {Pat5} ifelse setpattern} bind def
  64.410 -/Pattern6 {PatternBgnd KeepColor Landscape {Pat9} {Pat6} ifelse setpattern} bind def
  64.411 -/Pattern7 {PatternBgnd KeepColor Landscape {Pat8} {Pat7} ifelse setpattern} bind def
  64.412 -} def
  64.413 -%
  64.414 -%
  64.415 -%End of PostScript Level 2 code
  64.416 -%
  64.417 -/PatternBgnd {
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  64.419 -} def
  64.420 -%
  64.421 -% Substitute for Level 2 pattern fill codes with
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  64.423 -%
  64.424 -/Level1PatternFill {
  64.425 -/Pattern1 {0.250 Density} bind def
  64.426 -/Pattern2 {0.500 Density} bind def
  64.427 -/Pattern3 {0.750 Density} bind def
  64.428 -/Pattern4 {0.125 Density} bind def
  64.429 -/Pattern5 {0.375 Density} bind def
  64.430 -/Pattern6 {0.625 Density} bind def
  64.431 -/Pattern7 {0.875 Density} bind def
  64.432 -} def
  64.433 -%
  64.434 -% Now test for support of Level 2 code
  64.435 -%
  64.436 -Level1 {Level1PatternFill} {Level2PatternFill} ifelse
  64.437 -%
  64.438 -/Symbol-Oblique /Symbol findfont [1 0 .167 1 0 0] makefont
  64.439 -dup length dict begin {1 index /FID eq {pop pop} {def} ifelse} forall
  64.440 -currentdict end definefont pop
  64.441 -/MFshow {
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  64.443 -     { 5 get 3 eq {gsave} {grestore} ifelse }
  64.444 -     {dup dup 0 get findfont exch 1 get scalefont setfont
  64.445 -     [ currentpoint ] exch dup 2 get 0 exch R dup 5 get 2 ne {dup dup 6
  64.446 -     get exch 4 get {Gshow} {stringwidth pop 0 R} ifelse }if dup 5 get 0 eq
  64.447 -     {dup 3 get {2 get neg 0 exch R pop} {pop aload pop M} ifelse} {dup 5
  64.448 -     get 1 eq {dup 2 get exch dup 3 get exch 6 get stringwidth pop -2 div
  64.449 -     dup 0 R} {dup 6 get stringwidth pop -2 div 0 R 6 get
  64.450 -     show 2 index {aload pop M neg 3 -1 roll neg R pop pop} {pop pop pop
  64.451 -     pop aload pop M} ifelse }ifelse }ifelse }
  64.452 -     ifelse }
  64.453 -   forall} def
  64.454 -/Gswidth {dup type /stringtype eq {stringwidth} {pop (n) stringwidth} ifelse} def
  64.455 -/MFwidth {0 exch { dup 5 get 3 ge { 5 get 3 eq { 0 } { pop } ifelse }
  64.456 - {dup 3 get{dup dup 0 get findfont exch 1 get scalefont setfont
  64.457 -     6 get Gswidth pop add} {pop} ifelse} ifelse} forall} def
  64.458 -/MLshow { currentpoint stroke M
  64.459 -  0 exch R
  64.460 -  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  64.461 -/MRshow { currentpoint stroke M
  64.462 -  exch dup MFwidth neg 3 -1 roll R
  64.463 -  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  64.464 -/MCshow { currentpoint stroke M
  64.465 -  exch dup MFwidth -2 div 3 -1 roll R
  64.466 -  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  64.467 -/XYsave    { [( ) 1 2 true false 3 ()] } bind def
  64.468 -/XYrestore { [( ) 1 2 true false 4 ()] } bind def
  64.469 -end
  64.470 -%%EndProlog
  64.471 -%%Page: 1 1
  64.472 -gnudict begin
  64.473 -gsave
  64.474 -doclip
  64.475 -50 50 translate
  64.476 -0.100 0.100 scale
  64.477 -90 rotate
  64.478 -0 -5040 translate
  64.479 -0 setgray
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  64.634 -% Begin plot #1
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  64.637 -LT5
  64.638 -LC7 setrgbcolor
  64.639 -LCb setrgbcolor
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  64.653 -LT6
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  66.299 -  hpt2 neg 0 V Opaque stroke} def
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  66.301 -  hpt neg vpt -1.62 mul V
  66.302 -  hpt 2 mul 0 V
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  66.305 -  hpt neg vpt 1.62 mul V
  66.306 -  hpt 2 mul 0 V
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  66.309 -  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
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  66.311 -/CircW {stroke [] 0 setdash 
  66.312 -  hpt 0 360 arc Opaque stroke} def
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  66.320 -  /ColB ColB Fillden mul Fillden sub 1 add def
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  66.324 -/h {rlineto rlineto rlineto gsave closepath fill grestore} bind def
  66.325 -%
  66.326 -% PostScript Level 1 Pattern Fill routine for rectangles
  66.327 -% Usage: x y w h s a XX PatternFill
  66.328 -%	x,y = lower left corner of box to be filled
  66.329 -%	w,h = width and height of box
  66.330 -%	  a = angle in degrees between lines and x-axis
  66.331 -%	 XX = 0/1 for no/yes cross-hatch
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  66.339 -  0 0 M PFa 5 get rotate PFs -2 div dup translate
  66.340 -  0 1 PFs PFa 4 get div 1 add floor cvi
  66.341 -	{PFa 4 get mul 0 M 0 PFs V} for
  66.342 -  0 PFa 6 get ne {
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  66.344 -	{PFa 4 get mul 0 2 1 roll M PFs 0 V} for
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  66.372 -	8 8 L 8 0 L 0 0 L fill}
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  66.402 -	-4 0 M 12 8 L -4 4 M 8 10 L stroke}
  66.403 ->> matrix makepattern
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  66.406 -/Pattern2 {PatternBgnd KeepColor Pat2 setpattern} bind def
  66.407 -/Pattern3 {PatternBgnd KeepColor Pat3 setpattern} bind def
  66.408 -/Pattern4 {PatternBgnd KeepColor Landscape {Pat5} {Pat4} ifelse setpattern} bind def
  66.409 -/Pattern5 {PatternBgnd KeepColor Landscape {Pat4} {Pat5} ifelse setpattern} bind def
  66.410 -/Pattern6 {PatternBgnd KeepColor Landscape {Pat9} {Pat6} ifelse setpattern} bind def
  66.411 -/Pattern7 {PatternBgnd KeepColor Landscape {Pat8} {Pat7} ifelse setpattern} bind def
  66.412 -} def
  66.413 -%
  66.414 -%
  66.415 -%End of PostScript Level 2 code
  66.416 -%
  66.417 -/PatternBgnd {
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  66.419 -} def
  66.420 -%
  66.421 -% Substitute for Level 2 pattern fill codes with
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  66.423 -%
  66.424 -/Level1PatternFill {
  66.425 -/Pattern1 {0.250 Density} bind def
  66.426 -/Pattern2 {0.500 Density} bind def
  66.427 -/Pattern3 {0.750 Density} bind def
  66.428 -/Pattern4 {0.125 Density} bind def
  66.429 -/Pattern5 {0.375 Density} bind def
  66.430 -/Pattern6 {0.625 Density} bind def
  66.431 -/Pattern7 {0.875 Density} bind def
  66.432 -} def
  66.433 -%
  66.434 -% Now test for support of Level 2 code
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  66.436 -Level1 {Level1PatternFill} {Level2PatternFill} ifelse
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  66.438 -/Symbol-Oblique /Symbol findfont [1 0 .167 1 0 0] makefont
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  66.444 -     {dup dup 0 get findfont exch 1 get scalefont setfont
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  66.446 -     get exch 4 get {Gshow} {stringwidth pop 0 R} ifelse }if dup 5 get 0 eq
  66.447 -     {dup 3 get {2 get neg 0 exch R pop} {pop aload pop M} ifelse} {dup 5
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  66.449 -     dup 0 R} {dup 6 get stringwidth pop -2 div 0 R 6 get
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  66.451 -     pop aload pop M} ifelse }ifelse }ifelse }
  66.452 -     ifelse }
  66.453 -   forall} def
  66.454 -/Gswidth {dup type /stringtype eq {stringwidth} {pop (n) stringwidth} ifelse} def
  66.455 -/MFwidth {0 exch { dup 5 get 3 ge { 5 get 3 eq { 0 } { pop } ifelse }
  66.456 - {dup 3 get{dup dup 0 get findfont exch 1 get scalefont setfont
  66.457 -     6 get Gswidth pop add} {pop} ifelse} ifelse} forall} def
  66.458 -/MLshow { currentpoint stroke M
  66.459 -  0 exch R
  66.460 -  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  66.461 -/MRshow { currentpoint stroke M
  66.462 -  exch dup MFwidth neg 3 -1 roll R
  66.463 -  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
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  67.212 -	2 copy vpt 90 180 arc closepath fill
  67.213 -	vpt 0 360 arc closepath} bind def
  67.214 -/C11 {BL [] 0 setdash 2 copy moveto
  67.215 -	2 copy vpt 0 180 arc closepath fill
  67.216 -	2 copy moveto
  67.217 -	2 copy vpt 270 360 arc closepath fill
  67.218 -	vpt 0 360 arc closepath} bind def
  67.219 -/C12 {BL [] 0 setdash 2 copy moveto
  67.220 -	2 copy vpt 180 360 arc closepath fill
  67.221 -	vpt 0 360 arc closepath} bind def
  67.222 -/C13 {BL [] 0 setdash 2 copy moveto
  67.223 -	2 copy vpt 0 90 arc closepath fill
  67.224 -	2 copy moveto
  67.225 -	2 copy vpt 180 360 arc closepath fill
  67.226 -	vpt 0 360 arc closepath} bind def
  67.227 -/C14 {BL [] 0 setdash 2 copy moveto
  67.228 -	2 copy vpt 90 360 arc closepath fill
  67.229 -	vpt 0 360 arc} bind def
  67.230 -/C15 {BL [] 0 setdash 2 copy vpt 0 360 arc closepath fill
  67.231 -	vpt 0 360 arc closepath} bind def
  67.232 -/Rec {newpath 4 2 roll moveto 1 index 0 rlineto 0 exch rlineto
  67.233 -	neg 0 rlineto closepath} bind def
  67.234 -/Square {dup Rec} bind def
  67.235 -/Bsquare {vpt sub exch vpt sub exch vpt2 Square} bind def
  67.236 -/S0 {BL [] 0 setdash 2 copy moveto 0 vpt rlineto BL Bsquare} bind def
  67.237 -/S1 {BL [] 0 setdash 2 copy vpt Square fill Bsquare} bind def
  67.238 -/S2 {BL [] 0 setdash 2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  67.239 -/S3 {BL [] 0 setdash 2 copy exch vpt sub exch vpt2 vpt Rec fill Bsquare} bind def
  67.240 -/S4 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  67.241 -/S5 {BL [] 0 setdash 2 copy 2 copy vpt Square fill
  67.242 -	exch vpt sub exch vpt sub vpt Square fill Bsquare} bind def
  67.243 -/S6 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill Bsquare} bind def
  67.244 -/S7 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt vpt2 Rec fill
  67.245 -	2 copy vpt Square fill Bsquare} bind def
  67.246 -/S8 {BL [] 0 setdash 2 copy vpt sub vpt Square fill Bsquare} bind def
  67.247 -/S9 {BL [] 0 setdash 2 copy vpt sub vpt vpt2 Rec fill Bsquare} bind def
  67.248 -/S10 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt Square fill
  67.249 -	Bsquare} bind def
  67.250 -/S11 {BL [] 0 setdash 2 copy vpt sub vpt Square fill 2 copy exch vpt sub exch vpt2 vpt Rec fill
  67.251 -	Bsquare} bind def
  67.252 -/S12 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill Bsquare} bind def
  67.253 -/S13 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  67.254 -	2 copy vpt Square fill Bsquare} bind def
  67.255 -/S14 {BL [] 0 setdash 2 copy exch vpt sub exch vpt sub vpt2 vpt Rec fill
  67.256 -	2 copy exch vpt sub exch vpt Square fill Bsquare} bind def
  67.257 -/S15 {BL [] 0 setdash 2 copy Bsquare fill Bsquare} bind def
  67.258 -/D0 {gsave translate 45 rotate 0 0 S0 stroke grestore} bind def
  67.259 -/D1 {gsave translate 45 rotate 0 0 S1 stroke grestore} bind def
  67.260 -/D2 {gsave translate 45 rotate 0 0 S2 stroke grestore} bind def
  67.261 -/D3 {gsave translate 45 rotate 0 0 S3 stroke grestore} bind def
  67.262 -/D4 {gsave translate 45 rotate 0 0 S4 stroke grestore} bind def
  67.263 -/D5 {gsave translate 45 rotate 0 0 S5 stroke grestore} bind def
  67.264 -/D6 {gsave translate 45 rotate 0 0 S6 stroke grestore} bind def
  67.265 -/D7 {gsave translate 45 rotate 0 0 S7 stroke grestore} bind def
  67.266 -/D8 {gsave translate 45 rotate 0 0 S8 stroke grestore} bind def
  67.267 -/D9 {gsave translate 45 rotate 0 0 S9 stroke grestore} bind def
  67.268 -/D10 {gsave translate 45 rotate 0 0 S10 stroke grestore} bind def
  67.269 -/D11 {gsave translate 45 rotate 0 0 S11 stroke grestore} bind def
  67.270 -/D12 {gsave translate 45 rotate 0 0 S12 stroke grestore} bind def
  67.271 -/D13 {gsave translate 45 rotate 0 0 S13 stroke grestore} bind def
  67.272 -/D14 {gsave translate 45 rotate 0 0 S14 stroke grestore} bind def
  67.273 -/D15 {gsave translate 45 rotate 0 0 S15 stroke grestore} bind def
  67.274 -/DiaE {stroke [] 0 setdash vpt add M
  67.275 -  hpt neg vpt neg V hpt vpt neg V
  67.276 -  hpt vpt V hpt neg vpt V closepath stroke} def
  67.277 -/BoxE {stroke [] 0 setdash exch hpt sub exch vpt add M
  67.278 -  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  67.279 -  hpt2 neg 0 V closepath stroke} def
  67.280 -/TriUE {stroke [] 0 setdash vpt 1.12 mul add M
  67.281 -  hpt neg vpt -1.62 mul V
  67.282 -  hpt 2 mul 0 V
  67.283 -  hpt neg vpt 1.62 mul V closepath stroke} def
  67.284 -/TriDE {stroke [] 0 setdash vpt 1.12 mul sub M
  67.285 -  hpt neg vpt 1.62 mul V
  67.286 -  hpt 2 mul 0 V
  67.287 -  hpt neg vpt -1.62 mul V closepath stroke} def
  67.288 -/PentE {stroke [] 0 setdash gsave
  67.289 -  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  67.290 -  closepath stroke grestore} def
  67.291 -/CircE {stroke [] 0 setdash 
  67.292 -  hpt 0 360 arc stroke} def
  67.293 -/Opaque {gsave closepath 1 setgray fill grestore 0 setgray closepath} def
  67.294 -/DiaW {stroke [] 0 setdash vpt add M
  67.295 -  hpt neg vpt neg V hpt vpt neg V
  67.296 -  hpt vpt V hpt neg vpt V Opaque stroke} def
  67.297 -/BoxW {stroke [] 0 setdash exch hpt sub exch vpt add M
  67.298 -  0 vpt2 neg V hpt2 0 V 0 vpt2 V
  67.299 -  hpt2 neg 0 V Opaque stroke} def
  67.300 -/TriUW {stroke [] 0 setdash vpt 1.12 mul add M
  67.301 -  hpt neg vpt -1.62 mul V
  67.302 -  hpt 2 mul 0 V
  67.303 -  hpt neg vpt 1.62 mul V Opaque stroke} def
  67.304 -/TriDW {stroke [] 0 setdash vpt 1.12 mul sub M
  67.305 -  hpt neg vpt 1.62 mul V
  67.306 -  hpt 2 mul 0 V
  67.307 -  hpt neg vpt -1.62 mul V Opaque stroke} def
  67.308 -/PentW {stroke [] 0 setdash gsave
  67.309 -  translate 0 hpt M 4 {72 rotate 0 hpt L} repeat
  67.310 -  Opaque stroke grestore} def
  67.311 -/CircW {stroke [] 0 setdash 
  67.312 -  hpt 0 360 arc Opaque stroke} def
  67.313 -/BoxFill {gsave Rec 1 setgray fill grestore} def
  67.314 -/Density {
  67.315 -  /Fillden exch def
  67.316 -  currentrgbcolor
  67.317 -  /ColB exch def /ColG exch def /ColR exch def
  67.318 -  /ColR ColR Fillden mul Fillden sub 1 add def
  67.319 -  /ColG ColG Fillden mul Fillden sub 1 add def
  67.320 -  /ColB ColB Fillden mul Fillden sub 1 add def
  67.321 -  ColR ColG ColB setrgbcolor} def
  67.322 -/BoxColFill {gsave Rec PolyFill} def
  67.323 -/PolyFill {gsave Density fill grestore grestore} def
  67.324 -/h {rlineto rlineto rlineto gsave closepath fill grestore} bind def
  67.325 -%
  67.326 -% PostScript Level 1 Pattern Fill routine for rectangles
  67.327 -% Usage: x y w h s a XX PatternFill
  67.328 -%	x,y = lower left corner of box to be filled
  67.329 -%	w,h = width and height of box
  67.330 -%	  a = angle in degrees between lines and x-axis
  67.331 -%	 XX = 0/1 for no/yes cross-hatch
  67.332 -%
  67.333 -/PatternFill {gsave /PFa [ 9 2 roll ] def
  67.334 -  PFa 0 get PFa 2 get 2 div add PFa 1 get PFa 3 get 2 div add translate
  67.335 -  PFa 2 get -2 div PFa 3 get -2 div PFa 2 get PFa 3 get Rec
  67.336 -  gsave 1 setgray fill grestore clip
  67.337 -  currentlinewidth 0.5 mul setlinewidth
  67.338 -  /PFs PFa 2 get dup mul PFa 3 get dup mul add sqrt def
  67.339 -  0 0 M PFa 5 get rotate PFs -2 div dup translate
  67.340 -  0 1 PFs PFa 4 get div 1 add floor cvi
  67.341 -	{PFa 4 get mul 0 M 0 PFs V} for
  67.342 -  0 PFa 6 get ne {
  67.343 -	0 1 PFs PFa 4 get div 1 add floor cvi
  67.344 -	{PFa 4 get mul 0 2 1 roll M PFs 0 V} for
  67.345 - } if
  67.346 -  stroke grestore} def
  67.347 -%
  67.348 -/languagelevel where
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  67.350 - 2 lt
  67.351 -	{/InterpretLevel1 true def}
  67.352 -	{/InterpretLevel1 Level1 def}
  67.353 - ifelse
  67.354 -%
  67.355 -% PostScript level 2 pattern fill definitions
  67.356 -%
  67.357 -/Level2PatternFill {
  67.358 -/Tile8x8 {/PaintType 2 /PatternType 1 /TilingType 1 /BBox [0 0 8 8] /XStep 8 /YStep 8}
  67.359 -	bind def
  67.360 -/KeepColor {currentrgbcolor [/Pattern /DeviceRGB] setcolorspace} bind def
  67.361 -<< Tile8x8
  67.362 - /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke} 
  67.363 ->> matrix makepattern
  67.364 -/Pat1 exch def
  67.365 -<< Tile8x8
  67.366 - /PaintProc {0.5 setlinewidth pop 0 0 M 8 8 L 0 8 M 8 0 L stroke
  67.367 -	0 4 M 4 8 L 8 4 L 4 0 L 0 4 L stroke}
  67.368 ->> matrix makepattern
  67.369 -/Pat2 exch def
  67.370 -<< Tile8x8
  67.371 - /PaintProc {0.5 setlinewidth pop 0 0 M 0 8 L
  67.372 -	8 8 L 8 0 L 0 0 L fill}
  67.373 ->> matrix makepattern
  67.374 -/Pat3 exch def
  67.375 -<< Tile8x8
  67.376 - /PaintProc {0.5 setlinewidth pop -4 8 M 8 -4 L
  67.377 -	0 12 M 12 0 L stroke}
  67.378 ->> matrix makepattern
  67.379 -/Pat4 exch def
  67.380 -<< Tile8x8
  67.381 - /PaintProc {0.5 setlinewidth pop -4 0 M 8 12 L
  67.382 -	0 -4 M 12 8 L stroke}
  67.383 ->> matrix makepattern
  67.384 -/Pat5 exch def
  67.385 -<< Tile8x8
  67.386 - /PaintProc {0.5 setlinewidth pop -2 8 M 4 -4 L
  67.387 -	0 12 M 8 -4 L 4 12 M 10 0 L stroke}
  67.388 ->> matrix makepattern
  67.389 -/Pat6 exch def
  67.390 -<< Tile8x8
  67.391 - /PaintProc {0.5 setlinewidth pop -2 0 M 4 12 L
  67.392 -	0 -4 M 8 12 L 4 -4 M 10 8 L stroke}
  67.393 ->> matrix makepattern
  67.394 -/Pat7 exch def
  67.395 -<< Tile8x8
  67.396 - /PaintProc {0.5 setlinewidth pop 8 -2 M -4 4 L
  67.397 -	12 0 M -4 8 L 12 4 M 0 10 L stroke}
  67.398 ->> matrix makepattern
  67.399 -/Pat8 exch def
  67.400 -<< Tile8x8
  67.401 - /PaintProc {0.5 setlinewidth pop 0 -2 M 12 4 L
  67.402 -	-4 0 M 12 8 L -4 4 M 8 10 L stroke}
  67.403 ->> matrix makepattern
  67.404 -/Pat9 exch def
  67.405 -/Pattern1 {PatternBgnd KeepColor Pat1 setpattern} bind def
  67.406 -/Pattern2 {PatternBgnd KeepColor Pat2 setpattern} bind def
  67.407 -/Pattern3 {PatternBgnd KeepColor Pat3 setpattern} bind def
  67.408 -/Pattern4 {PatternBgnd KeepColor Landscape {Pat5} {Pat4} ifelse setpattern} bind def
  67.409 -/Pattern5 {PatternBgnd KeepColor Landscape {Pat4} {Pat5} ifelse setpattern} bind def
  67.410 -/Pattern6 {PatternBgnd KeepColor Landscape {Pat9} {Pat6} ifelse setpattern} bind def
  67.411 -/Pattern7 {PatternBgnd KeepColor Landscape {Pat8} {Pat7} ifelse setpattern} bind def
  67.412 -} def
  67.413 -%
  67.414 -%
  67.415 -%End of PostScript Level 2 code
  67.416 -%
  67.417 -/PatternBgnd {
  67.418 -  TransparentPatterns {} {gsave 1 setgray fill grestore} ifelse
  67.419 -} def
  67.420 -%
  67.421 -% Substitute for Level 2 pattern fill codes with
  67.422 -% grayscale if Level 2 support is not selected.
  67.423 -%
  67.424 -/Level1PatternFill {
  67.425 -/Pattern1 {0.250 Density} bind def
  67.426 -/Pattern2 {0.500 Density} bind def
  67.427 -/Pattern3 {0.750 Density} bind def
  67.428 -/Pattern4 {0.125 Density} bind def
  67.429 -/Pattern5 {0.375 Density} bind def
  67.430 -/Pattern6 {0.625 Density} bind def
  67.431 -/Pattern7 {0.875 Density} bind def
  67.432 -} def
  67.433 -%
  67.434 -% Now test for support of Level 2 code
  67.435 -%
  67.436 -Level1 {Level1PatternFill} {Level2PatternFill} ifelse
  67.437 -%
  67.438 -/Symbol-Oblique /Symbol findfont [1 0 .167 1 0 0] makefont
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  67.440 -currentdict end definefont pop
  67.441 -/MFshow {
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  67.443 -     { 5 get 3 eq {gsave} {grestore} ifelse }
  67.444 -     {dup dup 0 get findfont exch 1 get scalefont setfont
  67.445 -     [ currentpoint ] exch dup 2 get 0 exch R dup 5 get 2 ne {dup dup 6
  67.446 -     get exch 4 get {Gshow} {stringwidth pop 0 R} ifelse }if dup 5 get 0 eq
  67.447 -     {dup 3 get {2 get neg 0 exch R pop} {pop aload pop M} ifelse} {dup 5
  67.448 -     get 1 eq {dup 2 get exch dup 3 get exch 6 get stringwidth pop -2 div
  67.449 -     dup 0 R} {dup 6 get stringwidth pop -2 div 0 R 6 get
  67.450 -     show 2 index {aload pop M neg 3 -1 roll neg R pop pop} {pop pop pop
  67.451 -     pop aload pop M} ifelse }ifelse }ifelse }
  67.452 -     ifelse }
  67.453 -   forall} def
  67.454 -/Gswidth {dup type /stringtype eq {stringwidth} {pop (n) stringwidth} ifelse} def
  67.455 -/MFwidth {0 exch { dup 5 get 3 ge { 5 get 3 eq { 0 } { pop } ifelse }
  67.456 - {dup 3 get{dup dup 0 get findfont exch 1 get scalefont setfont
  67.457 -     6 get Gswidth pop add} {pop} ifelse} ifelse} forall} def
  67.458 -/MLshow { currentpoint stroke M
  67.459 -  0 exch R
  67.460 -  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  67.461 -/MRshow { currentpoint stroke M
  67.462 -  exch dup MFwidth neg 3 -1 roll R
  67.463 -  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  67.464 -/MCshow { currentpoint stroke M
  67.465 -  exch dup MFwidth -2 div 3 -1 roll R
  67.466 -  Blacktext {gsave 0 setgray MFshow grestore} {MFshow} ifelse } bind def
  67.467 -/XYsave    { [( ) 1 2 true false 3 ()] } bind def
  67.468 -/XYrestore { [( ) 1 2 true false 4 ()] } bind def
  67.469 -end
  67.470 -%%EndProlog
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  67.474 -doclip
  67.475 -50 50 translate
  67.476 -0.100 0.100 scale
  67.477 -90 rotate
  67.478 -0 -5040 translate
  67.479 -0 setgray
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  67.504 -[ [(Helvetica) 140.0 0.0 true true 0 ( 3)]
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  67.512 -[ [(Helvetica) 140.0 0.0 true true 0 ( 4)]
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  67.650 -LTb
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  67.654 -] -46.7 MCshow
  67.655 -LTb
  67.656 -1.000 UP
  67.657 -1.000 UL
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  67.661 -LT1
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    69.1 --- a/0__Papers/VMS/VMS__Foundation_Paper/HotPar_2012/helpers/07_F_26__The_Questions__blank.txt	Thu Feb 02 12:22:53 2012 -0800
    69.2 +++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
    69.3 @@ -1,100 +0,0 @@
    69.4 -
    69.5 -
    69.6 -1) What are the problems the authors are trying to solve? 
    69.7 -    When done, for each problem, how does one decide the value of a proposed solution?  Suggest a priority domain for deciding whether to use a proposed solution.
    69.8 -
    69.9 -The problem is 
   69.10 -
   69.11 -A priority domain for deciding the value of some proposed solution to this problem is
   69.12 -
   69.13 -The value of this solution is determined by
   69.14 -
   69.15 -
   69.16 -
   69.17 -2) What "things" does the proposed solution to this problem enable?
   69.18 -     What benefit to reader is bought by each "thing", & what related to the "thing", gives the benefit.
   69.19 -     What details are unique about the proposed solution that enables the thing that gives benefit?
   69.20 -     How does that uniqueness enable or achieve the thing?
   69.21 -
   69.22 -It enables
   69.23 -
   69.24 -The benefit to me is
   69.25 -
   69.26 -Unique details of solution that enable the thing gives benefit are 
   69.27 -
   69.28 -The uniqueness enables the thing that gives benefit by
   69.29 -
   69.30 -
   69.31 -
   69.32 -3) What are the fundamentals underlying the problem?  
   69.33 -     What makes this problem hard? 
   69.34 -     What are the basic elements and forces of the problem that the proposed solution has to be in terms of, avoid, use to advantage? ie: gravity, invariant relationships, market forces, human capacity (avg level of real programmers, hubris, legacy is held onto, barriers to adoption), and so on
   69.35 -How does the proposed solution work within/relate to/address/take advantage of/deal with the fundamentals underlying the problem?
   69.36 -
   69.37 -The fundamentals are
   69.38 -
   69.39 -The hard part is
   69.40 -
   69.41 -The basic elements are
   69.42 -
   69.43 -The proposed solution
   69.44 -
   69.45 -
   69.46 -
   69.47 -4) What are other approaches and conventional wisdom to solving these problems?
   69.48 -    What benefits enabled by the proposed solution are not enabled by other work, and vice versa?
   69.49 -    How does each approach address something the others miss?
   69.50 -    Try to suggest groupings or categories for the various approaches.  
   69.51 -    Try to suggest ways multiple approaches may be combined to get more pros with fewer cons.
   69.52 -
   69.53 -Other approaches are
   69.54 -
   69.55 -A benefit enabled by the proposed that is not enabled by other work is
   69.56 -
   69.57 -Categories:
   69.58 -
   69.59 -Combining:
   69.60 -
   69.61 -
   69.62 -
   69.63 -5) What is/are the unique main "things" that enable what the proposed solution does?
   69.64 -    Sketch the details of each of these "things".  
   69.65 -    Did you detect any drawbacks, not stated in the paper, from the details?
   69.66 -    Did you see any really cool techniques?
   69.67 -
   69.68 -Unique main "things" are
   69.69 -
   69.70 -Drawbacks from details:
   69.71 -
   69.72 -Idea of
   69.73 -
   69.74 -
   69.75 -
   69.76 -6) What aspects of the implementation/proof/design need results given in order to convince you that the proposed solution delivers the stated benefits?
   69.77 -
   69.78 -They have to show
   69.79 -
   69.80 -
   69.81 -
   69.82 -7) What results did they show?
   69.83 -       Did they show results in all the needed aspects (which were left out)?
   69.84 -       Were the testing method and results shown good enough to convince you?
   69.85 -       Did you detect any cons, not stated in the paper, from the results?
   69.86 -
   69.87 -They showed 
   69.88 -
   69.89 -Con..  
   69.90 -
   69.91 -
   69.92 -
   69.93 -8) How do you think this work may provide some value to you in your future research?
   69.94 -
   69.95 -The work my provide value for me
   69.96 -
   69.97 -
   69.98 -
   69.99 -3 or more comments/questions:  (pick out the most important things to you from the discussion you gave above, or add things that were not brought out by the above questions.  I am asking for these as things to bring up during class).
  69.100 -
  69.101 -1)
  69.102 -
  69.103 - 
  69.104 \ No newline at end of file
    70.1 --- a/0__Papers/VMS/VMS__Foundation_Paper/HotPar_2012/helpers/bib_for_papers.bib	Thu Feb 02 12:22:53 2012 -0800
    70.2 +++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
    70.3 @@ -1,1257 +0,0 @@
    70.4 -
    70.5 -
    70.6 -
    70.7 -""
    70.8 -@Article{,
    70.9 -  author =       {},
   70.10 -  title =        {},
   70.11 -  journal =      {},
   70.12 -  volume =       {},
   70.13 -  number =       {},
   70.14 -  year =         {},
   70.15 -  pages =        {}
   70.16 -}
   70.17 -
   70.18 -
   70.19 -
   70.20 -""
   70.21 -@Book{,
   70.22 -  author = 	     {},
   70.23 -  title = 	     {},
   70.24 -  publisher =    {},
   70.25 -  year =         {},
   70.26 -  pages =        {}
   70.27 -}
   70.28 -
   70.29 -
   70.30 -
   70.31 -""
   70.32 -@misc{,
   70.33 -  author =       {},
   70.34 -  title =        {},
   70.35 -  url =          {}
   70.36 -}
   70.37 -
   70.38 -
   70.39 -"Lamport paper with clock sync"
   70.40 -@article{Lamport78,
   70.41 - author = {Lamport, Leslie},
   70.42 - title = {Time, clocks, and the ordering of events in a distributed system},
   70.43 - journal = {Commun. ACM},
   70.44 - volume = {21},
   70.45 - issue = {7},
   70.46 - year = {1978},
   70.47 - pages = {558--565},
   70.48 - }
   70.49 -
   70.50 -"Lamport paper with mutex lock algorithm"
   70.51 -@article{Lamport87,
   70.52 - author = {Lamport, Leslie},
   70.53 - title = {A fast mutual exclusion algorithm},
   70.54 - journal = {ACM Trans. Comput. Syst.},
   70.55 - volume = {5},
   70.56 - issue = {1},
   70.57 - year = {1987},
   70.58 - pages = {1--11}
   70.59 -}
   70.60 -
   70.61 -"Dijkstra semaphore definition paper"
   70.62 -@inproceedings{Dijkstra67,
   70.63 - author = {Dijkstra, Edsger W.},
   70.64 - title = {The structure of the "{THE}"-multiprogramming system},
   70.65 - booktitle = {Proceedings of the first ACM symposium on Operating System Principles},
   70.66 - series = {SOSP '67},
   70.67 - year = {1967},
   70.68 - pages = {10.1--10.6}
   70.69 - }
   70.70 -
   70.71 -"Original coroutine paper"
   70.72 -@article{Conway63,
   70.73 - author = {Conway, Melvin E.},
   70.74 - title = {Design of a separable transition-diagram compiler},
   70.75 - journal = {Commun. ACM},
   70.76 - volume = {6},
   70.77 - issue = {7},
   70.78 - year = {1963},
   70.79 - pages = {396--408}
   70.80 -}
   70.81 -
   70.82 -"Component model book Leavens G, Sitaraman M(eds.). Foundations of Component-Based Systems. Cambridge University Press: Cambridge, 2000"
   70.83 -@Book{ComponentModel00,
   70.84 -  author = 	     {G Leavens and M Sitaraman (eds)},
   70.85 -  title = 	     {Foundations of Component-Based Systems},
   70.86 -  publisher =    {Cambridge University Press},
   70.87 -  year =         {2000}
   70.88 -}
   70.89 -
   70.90 -
   70.91 -"Hewitt Actors Ref on ArXiv"
   70.92 -@misc{Hewitt10,
   70.93 -  author =       {Carl Hewitt},
   70.94 -  title =        {Actor Model of Computation},
   70.95 -  year =         {2010},
   70.96 -  note =          {http://arxiv.org/abs/1008.1459}
   70.97 -}
   70.98 -
   70.99 -"Actors paper -- AGHA has a 1985 tech report looks like it introduces Actors as an execution model..?"
  70.100 -@article{Actors97,
  70.101 -author = {Agha,G. and Mason,I. and Smith,S. and Talcott,C.},
  70.102 -title = {A foundation for actor computation},
  70.103 -journal = {Journal of Functional Programming},
  70.104 -volume = {7},
  70.105 -number = {01},
  70.106 -pages = {1-72},
  70.107 -year = {1997},
  70.108 -}
  70.109 -
  70.110 -"Scheduler Activations: M onto N thread technique"
  70.111 -@article{SchedActivations,
  70.112 - author = {Anderson, Thomas E. and Bershad, Brian N. and Lazowska, Edward D. and Levy, Henry M.},
  70.113 - title = {Scheduler activations: effective kernel support for the user-level management of parallelism},
  70.114 - journal = {ACM Trans. Comput. Syst.},
  70.115 - volume = {10},
  70.116 - issue = {1},
  70.117 - month = {February},
  70.118 - year = {1992},
  70.119 - pages = {53--79}
  70.120 -} 
  70.121 -
  70.122 -"BOM in Manticore project: functional language for scheduling and concurrency"
  70.123 -@inproceedings{BOMinManticore,
  70.124 - author = {Fluet, Matthew and Rainey, Mike and Reppy, John and Shaw, Adam and Xiao, Yingqi},
  70.125 - title = {Manticore: a heterogeneous parallel language},
  70.126 - booktitle = {Proceedings of the 2007 workshop on Declarative aspects of multicore programming},
  70.127 - series = {DAMP '07},
  70.128 - year = {2007},
  70.129 - pages = {37--44},
  70.130 - numpages = {8}
  70.131 -} 
  70.132 -
  70.133 -
  70.134 -//=====================================
  70.135 -"Gain from Chaos tech report"
  70.136 -@techreport
  70.137 - {Halle92,
  70.138 -    Author = {Halle, K.S. and Chua, Leon O. and Anishchenko, V.S. and Safonova, M.A.},
  70.139 -    Title = {Signal Amplification via Chaos: Experimental Evidence},
  70.140 -    Institution = {EECS Department, University of California, Berkeley},
  70.141 -    Year = {1992},
  70.142 -    URL = {http://www.eecs.berkeley.edu/Pubs/TechRpts/1992/2223.html},
  70.143 -    Number = {UCB/ERL M92/130}
  70.144 -}
  70.145 -
  70.146 -
  70.147 -Reprinted in:
  70.148 -Madan, R. N. (1993) Chua’s Circuit : A Paradigm for Chaos, World Scientific, Singapore.
  70.149 -"Signal Amplification via Chaos: Experimental Evidence"
  70.150 -K.S. Halle, Leon O. Chua, V.S. Anishchenko and M.A. Safonova
  70.151 -pgs 290-308
  70.152 -
  70.153 -
  70.154 -"Spread Spectrum Communication Through Modulation of Chaos"
  70.155 -Halle K.S., Wu C.W., Itoh M., Chua L.O. Spread Spectrum Communication Through Modulation of Chaos. Int. J. of Bifur. and Chaos, (3):469–477. 1993.
  70.156 -cited by 232
  70.157 -
  70.158 -
  70.159 -"Experimental Demonstration of Secure Communications Via Chaotic Synchronization"
  70.160 -Kocarev V, Halle K.S., Eckert K., Chua L.O., Parlitz V. Experimental Demonstration of Secure Communications Via Chaotic Synchronization. Int. J. Bifur. and Chaos, (2):709 713. 1992.
  70.161 -
  70.162 -
  70.163 -//==========================================
  70.164 -
  70.165 -"BLIS 2010 HotPar: Leveraging Semantics Attached to Function Calls to Isolate Applications from Hardware"
  70.166 -@inproceedings
  70.167 - {BLISInHotPar,
  70.168 -    author =    {Sean Halle and Albert Cohen},
  70.169 -    booktitle = {HOTPAR '10: USENIX Workshop on Hot Topics in Parallelism},
  70.170 -    month =     {June},
  70.171 -    title =     {Leveraging Semantics Attached to Function Calls to Isolate Applications from Hardware},
  70.172 -    year =      {2010}
  70.173 - }
  70.174 -
  70.175 -"2011 HotPar: "
  70.176 -@inproceedings
  70.177 - {HotPar11,
  70.178 -    author =    {Sean Halle and Albert Cohen},
  70.179 -    booktitle = {HOTPAR '11: USENIX Workshop on Hot Topics in Parallelism},
  70.180 -    month =     {May},
  70.181 -    title =     {},
  70.182 -    year =      {2011}
  70.183 - }
  70.184 -
  70.185 -"VMS in LCPC 2011"
  70.186 -@article{VMSLCPC,
  70.187 -  author = {Sean Halle and Albert Cohen},
  70.188 -  title = {A Mutable Hardware Abstraction to Replace Threads},
  70.189 -  journal = {24th International Workshop on Languages and Compilers for Parallel Languages (LCPC11)},
  70.190 -  year = {2011} 
  70.191 -}
  70.192 -
  70.193 -
  70.194 -"A Framework to Support Research on Portable High Performance Parallelism"
  70.195 -@misc{FrameworkTechRep,
  70.196 -  Author =       {Halle, Sean and Nadezhkin, Dmitry and Cohen, Albert},
  70.197 -  Note =         {http://www.soe.ucsc.edu/share/technical-reports/2010/ucsc-soe-10-02.pdf},
  70.198 -  Title =        {A Framework to Support Research on Portable High Performance Parallelism},
  70.199 -  Year = 2010
  70.200 -}
  70.201 -
  70.202 -"DKU Pattern for Performance Portable Parallel Software"
  70.203 -@misc{DKUTechRep,
  70.204 -  Author =       {Halle, Sean and Cohen, Albert},
  70.205 -  Note =         {http://www.soe.ucsc.edu/share/technical-reports/2009/ucsc-soe-09-06.pdf},
  70.206 -  Title =        {DKU Pattern for Performance Portable Parallel Software},
  70.207 -  Year = 2009
  70.208 -}
  70.209 -
  70.210 -"An Extensible Parallel Language"
  70.211 -@misc{EQNLangTechRep,
  70.212 -  Author =       {Halle, Sean},
  70.213 -  Note =         {http://www.soe.ucsc.edu/share/technical-reports/2009/ucsc-soe-09-16.pdf},
  70.214 -  Title =        {An Extensible Parallel Language},
  70.215 -  Year = 2009
  70.216 -}
  70.217 -
  70.218 -"A Hardware-Independent Parallel Operating System Abstraction Layer"
  70.219 -@misc{CTOSTechRep,
  70.220 -  Author =       {Halle, Sean},
  70.221 -  Note =         {http://www.soe.ucsc.edu/share/technical-reports/2009/ucsc-soe-09-15.pdf},
  70.222 -  Title =        {A Hardware-Independent Parallel Operating System Abstraction LayerParallelism},
  70.223 -  Year = 2009
  70.224 -}
  70.225 -
  70.226 -"Parallel Language Extensions for Side Effects"
  70.227 -@misc{SideEffectsTechRep,
  70.228 -  Author =       {Halle, Sean and Cohen, Albert},
  70.229 -  Note =         {http://www.soe.ucsc.edu/share/technical-reports/2009/ucsc-soe-09-14.pdf},
  70.230 -  Title =        {Parallel Language Extensions for Side Effects},
  70.231 -  Year = 2009
  70.232 -}
  70.233 -
  70.234 -
  70.235 -"BaCTiL: Base CodeTime Language"
  70.236 -@misc{BaCTiLTechRep,
  70.237 -  Author =       {Halle, Sean},
  70.238 -  Note =         {http://www.soe.ucsc.edu/share/technical-reports/2006/ucsc-crl-06-08.pdf},
  70.239 -  Title =        {BaCTiL: Base CodeTime Language},
  70.240 -  Year = 2006
  70.241 -}
  70.242 -
  70.243 -
  70.244 -"The Elements of the CodeTime Software Platform"
  70.245 -@misc{CTPlatformTechRep,
  70.246 -  Author =       {Halle, Sean},
  70.247 -  Note =         {http://www.soe.ucsc.edu/share/technical-reports/2006/ucsc-crl-06-09.pdf},
  70.248 -  Title =        {The Elements of the CodeTime Software Platform},
  70.249 -  Year = 2006
  70.250 -}
  70.251 -
  70.252 -
  70.253 -"A Scalable and Efficient Peer-to-Peer Run-Time System for a Hardware Independent Software Platform"
  70.254 -@misc{CTRTTechRep,
  70.255 -  Author =       {Halle, Sean},
  70.256 -  Note =         {http://www.soe.ucsc.edu/share/technical-reports/2006/ucsc-crl-06-10.pdf},
  70.257 -  Title =        {A Scalable and Efficient Peer-to-Peer Run-Time System for a Hardware Independent Software Platform},
  70.258 -  Year = 2006
  70.259 -}
  70.260 -
  70.261 -
  70.262 -"The Big-Step Operational Semantics of CodeTime Circuits"
  70.263 -@misc{FrameworkTechRep,
  70.264 -  Author =       {Halle, Sean},
  70.265 -  Note =         {http://www.soe.ucsc.edu/share/technical-reports/2006/ucsc-crl-06-11.pdf},
  70.266 -  Title =        {The Big-Step Operational Semantics of CodeTime Circuits},
  70.267 -  Year = 2006
  70.268 -}
  70.269 -
  70.270 -
  70.271 -"A Mental Framework for use in Creating Hardware Independent Parallel Languages"
  70.272 -@misc{FrameworkTechRep,
  70.273 -  Author =       {Halle, Sean},
  70.274 -  Note =         {http://www.soe.ucsc.edu/share/technical-reports/2006/ucsc-crl-06-12.pdf},
  70.275 -  Title =        {A Mental Framework for use in Creating Hardware Independent Parallel Languages},
  70.276 -  Year = 2006
  70.277 -}
  70.278 -
  70.279 -
  70.280 -"The Case for an Integrated Software Platform for HEC Illustrated Using the CodeTime Platform"
  70.281 -@misc{CIPTechRep,
  70.282 -  Author =       {Halle, Sean},
  70.283 -  Note =         {http://www.soe.ucsc.edu/share/technical-reports/2005/ucsc-crl-05-05.pdf},
  70.284 -  Title =        {The Case for an Integrated Software Platform for HEC Illustrated Using the CodeTime Platform},
  70.285 -  Year = 2005
  70.286 -}
  70.287 -
  70.288 -//==========================================
  70.289 -
  70.290 -
  70.291 -"OMP Hompe page"
  70.292 -@misc{OMPHome,
  70.293 -  Note =         {http://www.openmediaplatform.eu/},
  70.294 -  Title =        {{Open Media Platform} homepage},
  70.295 -}
  70.296 -
  70.297 -"The OMP infrastructure site"
  70.298 -@misc{Halle2008,
  70.299 -  Author =       {Sean Halle and Albert Cohen},
  70.300 -  Note =         {http://omp.musictwodotoh.com},
  70.301 -  Title =        {{DKU} infrastructure server}
  70.302 -}
  70.303 -
  70.304 -
  70.305 -
  70.306 -"The DKU sourceforge site"
  70.307 -@misc{DKUSourceForge,
  70.308 -  Author =       {Sean Halle and Albert Cohen},
  70.309 -  Month =        {November},
  70.310 -  Note =         {http://dku.sourceforge.net},
  70.311 -  Title =        {{DKU} website},
  70.312 -  Year =         {2008}
  70.313 -}
  70.314 -
  70.315 -
  70.316 -"The BLIS sourceforge site"
  70.317 -@misc{BLISHome,
  70.318 -  Author =       {Sean Halle and Albert Cohen},
  70.319 -  Month =        {November},
  70.320 -  Note =         {http://blisplatform.sourceforge.net},
  70.321 -  Title =        {{BLIS} website},
  70.322 -  Year =         {2008}
  70.323 -}
  70.324 -
  70.325 -
  70.326 -"The VMS Home page"
  70.327 -@misc{VMSHome,
  70.328 -  Author =       {Sean Halle and Merten Sach and Ben Juurlink and Albert Cohen},
  70.329 -  Note =         {http://virtualizedmasterslave.org},
  70.330 -  Title =        {{VMS} Home Page},
  70.331 -  Year =         {2010}
  70.332 -}
  70.333 -
  70.334 -
  70.335 -"The PStack Home page"
  70.336 -@misc{PStackHome,
  70.337 -  Author =       {Sean Halle},
  70.338 -  Note =         {http://pstack.sourceforge.net},
  70.339 -  Title =        {{PStack} Home Page},
  70.340 -  Year =         {2012}
  70.341 -}
  70.342 -
  70.343 -
  70.344 -"Deblocking code in SVN"
  70.345 -@misc{DeblockingCode,
  70.346 -  Note = {http://dku.svn.sourceforge.net/viewvc/dku/branches/DKU\_C\_\_Deblocking\_\_orig/},
  70.347 -  Title ={{DKU-ized Deblocking Filter} code}
  70.348 -}
  70.349 -
  70.350 -
  70.351 -
  70.352 -"Sample code on BLIS site"
  70.353 -@misc{SampleBLISCode,
  70.354 -  Note = {http://dku.sourceforge.net/SampleCode.htm},
  70.355 -  Title ={{Sample BLIS Code}}
  70.356 -}
  70.357 -
  70.358 -"Framework Technical Report"
  70.359 -@misc{FrameworkTechRep,
  70.360 -  Author =       {Halle, Sean and Nadezhkin, Dmitry and Cohen, Albert},
  70.361 -  Note =         {http://www.soe.ucsc.edu/share/technical-reports/2010/ucsc-soe-10-02.pdf},
  70.362 -  Title =        {A Framework to Support Research on Portable High Performance Parallelism}
  70.363 -}
  70.364 -
  70.365 -"Map reduce"
  70.366 -@misc{MapReduceHome,
  70.367 -  Author =       {Google Corp.},
  70.368 -  Note =         {http://labs.google.com/papers/mapreduce.html},
  70.369 -  Title =        {{MapReduce} Home page},
  70.370 -}
  70.371 -
  70.372 -
  70.373 -"TBB  Thread Building Blocks"
  70.374 -@misc{TBBHome,
  70.375 -  Author =       {Intel Corp.},
  70.376 -  Note =         {http://www.threadingbuildingblocks.org},
  70.377 -  Title =        {{TBB} Home page},
  70.378 -}
  70.379 -
  70.380 -
  70.381 -"HPF Wikipedia entry"
  70.382 -@misc{HPFWikipedia,
  70.383 -  Author =       {Wikipedia},
  70.384 -  Note =         {http://en.wikipedia.org/wiki/High_Performance_Fortran},
  70.385 -  Title =        {{HPF} wikipedia page},
  70.386 -}
  70.387 -
  70.388 -
  70.389 -"OpenMP Home page"
  70.390 -@misc{OpenMPHome,
  70.391 -  Author =       {{OpenMP} organization},
  70.392 -  Note =         {http://www.openmp.org},
  70.393 -  Title =        {{OpenMP} Home page}
  70.394 -}
  70.395 -
  70.396 -
  70.397 -
  70.398 -"Open MPI Home page"
  70.399 -@misc{MPIHome,
  70.400 -  Author =       {open-mpi organization},
  70.401 -  Note =         {http://www.open-mpi.org},
  70.402 -  Title =        {{Open MPI} Home page}
  70.403 -}
  70.404 -
  70.405 -"OpenCL Home page"
  70.406 -@misc{OpenCLHome,
  70.407 -  Author =       {Kronos Group},
  70.408 -  Note =         {http://www.khronos.org/opencl},
  70.409 -  Title =        {{OpenCL} Home page}
  70.410 -}
  70.411 -
  70.412 -
  70.413 -"CILK Hompe page"
  70.414 -@misc{CILKHome,
  70.415 -  Author =       {Cilk group at MIT},
  70.416 -  Note =         {http://supertech.csail.mit.edu/cilk/},
  70.417 -  Title =        {{CILK} homepage},
  70.418 -}
  70.419 -
  70.420 -@InProceedings{Fri98,
  70.421 -  author = 	 {M. Frigo and C. E. Leiserson and K. H. Randall},
  70.422 -  title = 	 {The Implementation of the Cilk-5 Multithreaded Language},
  70.423 -  booktitle = 	 {PLDI '98: Proceedings of the 1998 ACM SIGPLAN conference on Programming language design and implementation},
  70.424 -  pages =	 {212--223},
  70.425 -  year =	 1998,
  70.426 -  address =	 {Montreal, Quebec},
  70.427 -  month =	 jun
  70.428 -}
  70.429 -
  70.430 -
  70.431 -"Titanium Hompe page"
  70.432 -@misc{TitaniumHome,
  70.433 -  Note =         {http://titanium.cs.berkeley.edu},
  70.434 -  Title =        {{Titanium} homepage}
  70.435 -}
  70.436 -
  70.437 -
  70.438 -"CnC in HotPar"
  70.439 -@inproceedings{CnCInHotPar,
  70.440 -    author = {Knobe, Kathleen},
  70.441 -    booktitle = {HOTPAR '09: USENIX Workshop on Hot Topics in Parallelism},
  70.442 -    month = {March},
  70.443 -    title = {Ease of Use with Concurrent Collections {(CnC)}},
  70.444 -    year = {2009}
  70.445 -}
  70.446 -
  70.447 -
  70.448 -"CnC Hompe page"
  70.449 -@misc{CnCHome,
  70.450 -  Author =       {Intel Corp.},
  70.451 -  Note =         {http://software.intel.com/en-us/articles/intel-concurrent-collections-for-cc/},
  70.452 -  Title =        {{CnC} homepage},
  70.453 -}
  70.454 -
  70.455 -"Spiral Home page"
  70.456 -@misc{SpiralHome,
  70.457 -  Author =       {Spiral Group at CMU},
  70.458 -  Note =         {http://www.spiral.net},
  70.459 -  Title =        {{Spiral} homepage},
  70.460 -}
  70.461 -
  70.462 -
  70.463 -"Scala Hompe page"
  70.464 -@misc{ScalaHome,
  70.465 -  Author =       {Scala organization},
  70.466 -  Note =         {http://www.scala-lang.org/},
  70.467 -  Title =        {{Scala} homepage},
  70.468 -}
  70.469 -
  70.470 -
  70.471 -
  70.472 -
  70.473 -"UPC Hompe page"
  70.474 -@misc{UPCHome,
  70.475 -  Author =       {UPC group at UC Berkeley},
  70.476 -  Note =         {http://upc.lbl.gov/},
  70.477 -  Title =        {{Unified Parallel C} homepage},
  70.478 -}
  70.479 -
  70.480 -
  70.481 -"Suif Hompe page"
  70.482 -@misc{SuifHome,
  70.483 -  Note =         {http://suif.stanford.edu},
  70.484 -  Title =        {{Suif} Parallelizing compiler homepage},
  70.485 -}
  70.486 -
  70.487 -
  70.488 -
  70.489 -"SEJITS"
  70.490 -@article{SEJITS,
  70.491 -  author = {B. Catanzaro and S. Kamil and Y. Lee and K. Asanovic and J. Demmel and K. Keutzer and J. Shalf and K. Yelick and A. Fox},
  70.492 -  title = {SEJITS: Getting Productivity AND Performance With Selective Embedded JIT Specialization},
  70.493 -  journal = {First Workshop on Programmable Models for Emerging Architecture at the 18th International Conference on Parallel Architectures and Compilation Techniques },
  70.494 -  year = {2009} 
  70.495 -}
  70.496 -
  70.497 -
  70.498 -"Arnaldo 3D parallel on NXP chip"
  70.499 -@inproceedings{Arnaldo3D,
  70.500 -  author = {Azevedo, Arnaldo and Meenderinck, Cor and Juurlink, Ben and Terechko, Andrei and Hoogerbrugge, Jan and Alvarez, Mauricio and Ramirez, Alex},
  70.501 -  title = {Parallel H.264 Decoding on an Embedded Multicore Processor},
  70.502 -  booktitle = {HiPEAC '09: Proceedings of the 4th International Conference on High Performance Embedded Architectures and Compilers},
  70.503 -  year = {2009},
  70.504 - pages = {404--418}
  70.505 - }
  70.506 -
  70.507 -
  70.508 -"Narayanan's GPU scheduling tool"
  70.509 -@article{NarayananGPUSched,
  70.510 -  author = {Narayanan Sundaram and Anand Raghunathan and Srimat T. Chakradhar},
  70.511 -  title = {A framework for efficient and scalable execution of domain-specific templates on GPUs},
  70.512 -  journal ={International Parallel and Distributed Processing Symposium {(IPDPS)}},
  70.513 -  year = {2009},
  70.514 -  pages = {1-12},
  70.515 -}
  70.516 -
  70.517 -"Polyhedral for GPU from Ohio State"
  70.518 -@inproceedings{PolyForGPU,
  70.519 -   author = {Baskaran, Muthu Manikandan and Bondhugula, Uday and Krishnamoorthy, Sriram and Ramanujam, J. and Rountev, Atanas and Sadayappan, P.},
  70.520 -   title = {A compiler framework for optimization of affine loop nests for gpgpus},
  70.521 -   booktitle = {ICS '08: Proceedings of the 22nd annual international conference on Supercomputing},
  70.522 -   year = {2008},
  70.523 -   pages = {225--234},
  70.524 - }
  70.525 -
  70.526 -"Loulou's Polyhedral loop-nest optimization paper in PLDI 08"
  70.527 -@inproceedings{Loulou08,
  70.528 -   author = {Pouchet, Louis-No\"{e}l and Bastoul, C\'{e}dric and Cohen, Albert and Cavazos, John},
  70.529 -   title = {Iterative optimization in the polyhedral model: part ii, multidimensional time},
  70.530 -   booktitle = {ACM SIGPLAN conference on Programming language design and implementation {(PLDI)} },
  70.531 -   year = {2008},
  70.532 -   pages = {90--100},
  70.533 - }
  70.534 - 
  70.535 -
  70.536 -"Merge in HotPar"
  70.537 -@inproceedings{MergeInHotPar,
  70.538 -    author = {Michael D. Linderman and James Balfour and Teresa H. Meng and William J. Dally},
  70.539 -    booktitle = {HOTPAR '09: USENIX Workshop on Hot Topics in Parallelism},
  70.540 -    month = {March},
  70.541 -    title = {Embracing Heterogeneity \- Parallel Programming for Changing Hardware},
  70.542 -    year = {2009}
  70.543 -}
  70.544 -
  70.545 -
  70.546 -"Galois system for irregular problems"
  70.547 -@inproceedings{GaloisRef,
  70.548 -  author = {Kulkarni, Milind and Pingali, Keshav and Walter, Bruce and Ramanarayanan, Ganesh and Bala, Kavita and Chew, L. Paul},
  70.549 -  title = {Optimistic parallelism requires abstractions},
  70.550 -  booktitle = {PLDI '07: Proceedings of the 2007 ACM SIGPLAN conference on Programming language design and implementation},
  70.551 -  year = {2007},
  70.552 -  pages = {211--222}
  70.553 -}
  70.554 -
  70.555 -"Cool compiler book that talks about balancing task size with machine characteristics..  the one Amit had"
  70.556 -@book{Allen2002,
  70.557 -  author = {Kennedy, Ken and Allen, John R.},
  70.558 -  title = {Optimizing compilers for modern architectures: a dependence-based approach},
  70.559 -  year = {2002},
  70.560 -  publisher = {Morgan Kaufmann Publishers Inc.}
  70.561 - }
  70.562 -
  70.563 -
  70.564 -"Streaming languages and tools survery paper"
  70.565 -@MISC{Stephens95,
  70.566 -    author = {R. Stephens},
  70.567 -    title = {A Survey Of Stream Processing},
  70.568 -    year = {1995}
  70.569 -}
  70.570 -
  70.571 -
  70.572 -"Capsule"
  70.573 -@INPROCEEDINGS{Palatin06,
  70.574 -    author = {P Palatin and Y Lhuillier and O Temam},
  70.575 -    title = {CAPSULE: Hardware-assisted parallel execution of componentbased programs},
  70.576 -    booktitle = {In Proceedings of the 39th Annual International Symposium on Microarchitecture},
  70.577 -    year = {2006},
  70.578 -    pages = {247--258}
  70.579 -}
  70.580 -
  70.581 -"Sequioa"
  70.582 -@inproceedings{Sequioa06,
  70.583 - author = {Fatahalian,, Kayvon and Horn,, Daniel Reiter and Knight,, Timothy J. and Leem,, Larkhoon and Houston,, Mike and Park,, Ji Young and Erez,, Mattan and Ren,, Manman and Aiken,, Alex and Dally,, William J. and Hanrahan,, Pat},
  70.584 - title = {Sequoia: programming the memory hierarchy},
  70.585 - booktitle = {SC '06: Proceedings of the 2006 ACM/IEEE conference on Supercomputing},
  70.586 - year = {2006},
  70.587 - pages = {83}
  70.588 - }
  70.589 -
  70.590 - 
  70.591 - 
  70.592 - 
  70.593 -"Cole meta skeletons book"
  70.594 -@Book{Cole89,
  70.595 -  author = 	     {M Cole},
  70.596 -  title = 	     {Algorithmic skeletons: Structured management of parallel computation},
  70.597 -  publisher =    {Pitman},
  70.598 -  year =         {1989}
  70.599 -}
  70.600 -
  70.601 -
  70.602 -"Meta programming skeletons example"
  70.603 -@INPROCEEDINGS{Ginhac98,
  70.604 -    author = {Dominique Ginhac and Jocelyn Serot and Jean Pierre Derutin},
  70.605 -    title = {Fast prototyping of image processing applications using functional skeletons on a MIMD-DM architecture},
  70.606 -    booktitle = {In IAPR Workshop on Machine Vision and Applications},
  70.607 -    year = {1998},
  70.608 -    pages = {468--471}
  70.609 -}
  70.610 -
  70.611 -
  70.612 -"Parallel Skeletons meta programming"
  70.613 -@inproceedings{Serot08MetaParallel,
  70.614 - author = {Serot, Jocelyn and Falcou, Joel},
  70.615 - title = {Functional Meta-programming for Parallel Skeletons},
  70.616 - booktitle = {ICCS '08: Proceedings of the 8th international conference on Computational Science, Part I},
  70.617 - year = {2008},
  70.618 - pages = {154--163}
  70.619 - }
  70.620 - 
  70.621 - 
  70.622 -"Random skeletons for parallel programming article with lots of citations"
  70.623 -@INPROCEEDINGS{Darlington93,
  70.624 -    author = {J. Darlington and A. J. Field and P. G. Harrison and P. H. J. Kelly and D. W. N. Sharp and Q. Wu},
  70.625 -    title = {Parallel programming using skeleton functions},
  70.626 -    booktitle = {},
  70.627 -    year = {1993},
  70.628 -    pages = {146--160},
  70.629 -    publisher = {Springer-Verlag}
  70.630 -}
  70.631 -
  70.632 -
  70.633 -"View from Berkeley paper"
  70.634 -@article{Asanovic06BerkeleyView,
  70.635 -  title={{The landscape of parallel computing research: A view from berkeley}},
  70.636 -  author={Asanovic, K. and Bodik, R. and Catanzaro, B.C. and Gebis, J.J. and Husbands, P. and Keutzer, K. and Patterson, D.A. and Plishker, W.L. and Shalf, J. and Williams, S.W. and others},
  70.637 -  journal={Electrical Engineering and Computer Sciences, University of California at Berkeley, Technical Report No. UCB/EECS-2006-183, December},
  70.638 -  volume={18},
  70.639 -  number={2006-183},
  70.640 -  pages={19},
  70.641 -  year={2006},
  70.642 -}
  70.643 -
  70.644 -
  70.645 -
  70.646 -
  70.647 -"Berkeley Pattern Language"
  70.648 -@misc{BerkeleyPattLang,
  70.649 -  Note =         {http://parlab.eecs.berkeley.edu/wiki/patterns},
  70.650 -  Title =        {{Berkeley Pattern Language}}
  70.651 -}
  70.652 -
  70.653 -
  70.654 -"Keutzer reccomended Parallel Prog Patterns book"
  70.655 -@book{Mattson04Patterns,
  70.656 -  title={{Patterns for parallel programming}},
  70.657 -  author={Mattson, T. and Sanders, B. and Massingill, B.},
  70.658 -  year={2004},
  70.659 -  publisher={Addison-Wesley Professional}
  70.660 -}
  70.661 -
  70.662 -
  70.663 -"Skillicorn  Parallel Languages Survery book"
  70.664 -@article{Skillicorn98,
  70.665 -  title={{Models and languages for parallel computation}},
  70.666 -  author={Skillicorn, D.B. and Talia, D.},
  70.667 -  journal={ACM Computing Surveys (CSUR)},
  70.668 -  volume={30},
  70.669 -  number={2},
  70.670 -  pages={123--169},
  70.671 -  year={1998}
  70.672 -}
  70.673 -
  70.674 -
  70.675 -
  70.676 -"NESL language"
  70.677 -@conference{Blelloch93NESL,
  70.678 -  title={{Implementation of a portable nested data-parallel language}},
  70.679 -  author={Blelloch, G.E. and Hardwick, J.C. and Chatterjee, S. and Sipelstein, J. and Zagha, M.},
  70.680 -  booktitle={Proceedings of the fourth ACM SIGPLAN symposium on Principles and practice of parallel programming},
  70.681 -  pages={102--111},
  70.682 -  year={1993},
  70.683 -  organization={ACM New York, NY, USA}
  70.684 -}
  70.685 -
  70.686 -
  70.687 -"Sisal"
  70.688 -@article{McgrawSisal,
  70.689 -  title={{SISAL: Streams and iteration in a single assignment language: Reference manual version 1.2}},
  70.690 -  author={McGraw, J. and Skedzielewski, SK and Allan, SJ and Oldehoeft, RR and Glauert, J. and Kirkham, C. and Noyce, B. and Thomas, R.},
  70.691 -  journal={Manual M-146, Rev},
  70.692 -  volume={1}
  70.693 -}
  70.694 -
  70.695 -
  70.696 -"Linda"
  70.697 -@article{Gelernter85Linda,
  70.698 -  title={{Generative communication in Linda}},
  70.699 -  author={Gelernter, D.},
  70.700 -  journal={ACM Transactions on Programming Languages and Systems (TOPLAS)},
  70.701 -  volume={7},
  70.702 -  number={1},
  70.703 -  pages={80--112},
  70.704 -  year={1985}
  70.705 -}
  70.706 -
  70.707 -
  70.708 -"ZPL"
  70.709 -@article{Lin94ZPL,
  70.710 -  title={{ZPL: An array sublanguage}},
  70.711 -  author={Lin, C. and Snyder, L.},
  70.712 -  journal={Lecture Notes in Computer Science},
  70.713 -  volume={768},
  70.714 -  pages={96--114},
  70.715 -  year={1994}
  70.716 -}
  70.717 -
  70.718 -
  70.719 -
  70.720 -
  70.721 -// Visual programming
  70.722 -@article
  70.723 - { baecker97,
  70.724 -   author = 	{Ron Baecker and Chris DiGiano and Aaron Marcus},
  70.725 -   title = 		{Software visualization for debugging},
  70.726 -   journal = 	{Communications of the ACM},
  70.727 -   volume = 	{40},
  70.728 -   number = 	{4},
  70.729 -   year = 		{1997}, 
  70.730 -   issn = 		{0001-0782},
  70.731 -   pages = 		{44--54},
  70.732 -   publisher = 	{ACM Press}
  70.733 - }
  70.734 -
  70.735 -
  70.736 -// Visual programming
  70.737 -@article
  70.738 - { ball96,
  70.739 -   author =	{T. A. Ball and S. G. Eick},
  70.740 -   title =	{Software Visualization in the Large},
  70.741 -   journal ={IEEE Computer},
  70.742 -   volume =	{29},
  70.743 -   number =	{4},
  70.744 -   year =	{1996},
  70.745 -   month =	{apr},
  70.746 -   pages =	{33--43}
  70.747 - }
  70.748 -
  70.749 -
  70.750 -// Milner references this, Chemical Abstract Machine
  70.751 -@book
  70.752 - {berry89,
  70.753 -  title={{The chemical abstract machine}},
  70.754 -  author={Berry, G. and Boudol, G.},
  70.755 -  year={1989},
  70.756 -  publisher={ACM Press}
  70.757 -}
  70.758 -
  70.759 -
  70.760 -// Cilk reference
  70.761 -@article
  70.762 - {blumofe95,
  70.763 - author = {Robert D. Blumofe and Christopher F. Joerg and Bradley C. Kuszmaul and Charles E. Leiserson and Keith H. Randall and Yuli Zhou},
  70.764 - title = {Cilk: an efficient multithreaded runtime system},
  70.765 - journal = {SIGPLAN Not.},
  70.766 - volume = {30},
  70.767 - number = {8},
  70.768 - year = {1995},
  70.769 - pages = {207--216}
  70.770 - }
  70.771 -
  70.772 -
  70.773 -// this has 1440 citations, so throwing it in..
  70.774 -// The complexity of symbolic checking of program correctness
  70.775 -@article
  70.776 - {burch90,
  70.777 -  title={{Symbolic model checking: 10^{20} states and beyond}},
  70.778 -  author={Burch, JR and Clarke, EM and McMillan, KL and Dill, DL and Hwang, LJ},
  70.779 -  journal={Logic in Computer Science, 1990. LICS'90, Proceedings},
  70.780 -  pages={428--439},
  70.781 -  year={1990}
  70.782 -}
  70.783 -
  70.784 -@article
  70.785 - {chamberlain98,
  70.786 -author = {B. Chamberlain and S. Choi and E. Lewis and C. Lin and L. Snyder and W. Weathersby},
  70.787 -title = {ZPL's WYSIWYG Performance Model},
  70.788 -journal = {hips},
  70.789 -volume = {00},
  70.790 -year = {1998},
  70.791 -isbn = {0-8186-8412-7},
  70.792 -pages = {50}
  70.793 -}
  70.794 -
  70.795 -
  70.796 -
  70.797 -// from http://libweb.princeton.edu/libraries/firestone/rbsc/aids/church/church1.html#1
  70.798 -@article{church41,
  70.799 -   author={A. Church},
  70.800 -   title={The Calculi of Lambda-Conversion},
  70.801 -   journal={Annals of Mathematics Studies},
  70.802 -   number={6},
  70.803 -   year={1941},
  70.804 -   publisher={Princeton University}
  70.805 -}
  70.806 -
  70.807 -
  70.808 -@misc
  70.809 - { CodeTimeSite,
  70.810 -   author =	{Sean Halle},
  70.811 -   key =	{CodeTime},
  70.812 -   title = 	{Homepage for The CodeTime Parallel Software Platform},
  70.813 -   note = 	{{\ttfamily http://codetime.sourceforge.net}}
  70.814 - }
  70.815 -
  70.816 -
  70.817 -
  70.818 -@misc
  70.819 - { CodeTimePlatform,
  70.820 -   author =	{Sean Halle},
  70.821 -   key =	{CodeTime},
  70.822 -   title = 	{The CodeTime Parallel Software Platform},
  70.823 -   note = 	{{\ttfamily http://codetime.sourceforge.net/content/CodeTime\_Platform.pdf}}
  70.824 - }
  70.825 -
  70.826 -
  70.827 -@misc
  70.828 - { CodeTimeVS,
  70.829 -   author =	{Sean Halle},
  70.830 -   key =	{CodeTime},
  70.831 -   title = 	{The Specification of the CodeTime Platform's Virtual Server},
  70.832 -   note = 	{{\ttfamily http://codetime.sourceforge.net/content/CodeTime\_Virtual\_Server.pdf}}
  70.833 - }
  70.834 -
  70.835 -
  70.836 -@misc
  70.837 - { CodeTimeOS,
  70.838 -   author =	{Sean Halle},
  70.839 -   key =	{CodeTime},
  70.840 -   title = 	{A Hardware Independent OS},
  70.841 -   note = 	{{\ttfamily http://codetime.sourceforge.net/content/CodeTime\_OS.pdf}}
  70.842 - }
  70.843 -
  70.844 -
  70.845 -@misc
  70.846 - { CodeTimeSem,
  70.847 -   author =	{Sean Halle},
  70.848 -   key =	{CodeTime},
  70.849 -   title = 	{The Big-Step Operational Semantics of the CodeTime Computational Model},
  70.850 -   note = 	{{\ttfamily http://codetime.sourceforge.net/content/CodeTime\_Semantics.pdf}}
  70.851 - }
  70.852 -
  70.853 -
  70.854 -@misc
  70.855 - { CodeTimeTh,
  70.856 -   author =	{Sean Halle},
  70.857 -   key =	{CodeTime},
  70.858 -   title = 	{A Mental Framework for Use in Creating Hardware-Independent Parallel Languages},
  70.859 -   note = 	{{\ttfamily http://codetime.sourceforge.net/content/CodeTiime\_Theoretical\_Framework.pdf}}
  70.860 - }
  70.861 -
  70.862 -
  70.863 -@misc
  70.864 - { CodeTimeTh1,
  70.865 -   author =	{Sean Halle},
  70.866 -   key =	{CodeTime},
  70.867 -   title = 	{The CodeTime Parallel Software Platform},
  70.868 -   note = 	{{\ttfamily http://codetime.sourceforge.net}}
  70.869 - }
  70.870 -
  70.871 -
  70.872 -@misc
  70.873 - { CodeTimeTh2,
  70.874 -   author =	{Sean Halle},
  70.875 -   key =	{CodeTime},
  70.876 -   title = 	{The CodeTime Parallel Software Platform},
  70.877 -   note = 	{{\ttfamily http://codetime.sourceforge.net}}
  70.878 - }
  70.879 -
  70.880 -
  70.881 -@misc
  70.882 - { CodeTimeRT,
  70.883 -   author =	{Sean Halle},
  70.884 -   key =	{CodeTime},
  70.885 -   title = 	{The CodeTime Parallel Software Platform},
  70.886 -   note = 	{{\ttfamily http://codetime.sourceforge.net}}
  70.887 - }
  70.888 -
  70.889 -
  70.890 -@misc
  70.891 - { CodeTimeWebSite
  70.892 -   author =	{Sean Halle},
  70.893 -   key =	{CodeTime},
  70.894 -   title = 	{The CodeTime Parallel Software Platform},
  70.895 -   note = 	{{\ttfamily http://codetime.sourceforge.net}}
  70.896 - }
  70.897 -
  70.898 -
  70.899 -@misc
  70.900 - { CodeTimeBaCTiL,
  70.901 -   author =	{Sean Halle},
  70.902 -   key =	{CodeTime},
  70.903 -   title = 	{The Base CodeTime Language},
  70.904 -   note = 	{{\ttfamily http://codetime.sourceforge.net/content/CodeTime\_BaCTiL.pdf}}
  70.905 - }
  70.906 -
  70.907 -@misc
  70.908 - { CodeTimeCert,
  70.909 -   author =	{Sean Halle},
  70.910 -   key =	{CodeTime},
  70.911 -   title = 	{The CodeTime Certification Strategy},
  70.912 -   note = 	{{\ttfamily http://codetime.sourceforge.net/content/CodeTime\_Certification.pdf}}
  70.913 - }
  70.914 -
  70.915 -
  70.916 -// Multiple inheritance: explains issues well and references LOOPS and CLOS
  70.917 -@inproceedings{ducournau94,
  70.918 -  author = {R. Ducournau and M. Habib and M. Huchard and M. L. Mugnier},
  70.919 -  title = {Proposal for a monotonic multiple inheritance linearization},
  70.920 -  booktitle = {OOPSLA '94: Proceedings of the ninth annual conference on Object-oriented programming systems, language, and applications},
  70.921 -  year = {1994},
  70.922 -  pages = {164--175},
  70.923 -  publisher = {ACM Press}
  70.924 -}
  70.925 -
  70.926 -
  70.927 -// 252 Citations, shows equivalence of mu-calculus and (nondeterministic) tree automata,
  70.928 -// so cited as foundation a lot
  70.929 -@article{emerson91,
  70.930 -  title={{Tree automata, mu-calculus and determinacy}},
  70.931 -  author={Emerson, EA and Jutla, CS},
  70.932 -  journal={Proceedings of the 32nd Symposium on Foundations of Computer Science},
  70.933 -  pages={368--377},
  70.934 -  year={1991}
  70.935 -}
  70.936 -
  70.937 -
  70.938 -// Introducs PRAM model, at same time, in same conference as 
  70.939 -@article{fortune78,
  70.940 -  title={{Parallelism in random access machines}},
  70.941 -  author={Fortune, S. and Wyllie, J.},
  70.942 -  journal={STOC '78: Proceedings of the tenth annual ACM symposium on Theory of computing},
  70.943 -  pages={114--118},
  70.944 -  year={1978},
  70.945 -  publisher={ACM Press New York, NY, USA}
  70.946 -}
  70.947 -
  70.948 -
  70.949 -
  70.950 -// Smalltalk reference
  70.951 -@book{goldberg83,
  70.952 -  title={{Smalltalk-80: the language and its implementation}},
  70.953 -  author={Goldberg, A. and Robson, D.},
  70.954 -  year={1983},
  70.955 -  publisher={Addison-Wesley}
  70.956 -}
  70.957 -
  70.958 -
  70.959 -// also introduces PRAM model, apparently independently
  70.960 -@inproceedings{goldschlager78,
  70.961 - author = {Leslie M. Goldschlager},
  70.962 - title = {A unified approach to models of synchronous parallel machines},
  70.963 - booktitle = {STOC '78: Proceedings of the tenth annual ACM symposium on Theory of computing},
  70.964 - year = {1978},
  70.965 - pages = {89--94},
  70.966 - location = {San Diego, California, United States},
  70.967 - doi = {http://doi.acm.org/10.1145/800133.804336},
  70.968 - publisher = {ACM Press},
  70.969 -}
  70.970 -
  70.971 -
  70.972 -// Java spec
  70.973 -@book
  70.974 - { gosling96,
  70.975 -   author = 	{J. Gosling and B. Joy and G. Steele and G. Bracha},
  70.976 -   title = 		{The Java Language Specification},
  70.977 -   publisher = 	{Addison-Wesley},
  70.978 -   year = 	{1996}
  70.979 - }
  70.980 -
  70.981 -
  70.982 -//  Survey of prototyping parallel apps
  70.983 -@article{hasselbring00,
  70.984 - author = {Wilhelm Hasselbring},
  70.985 - title = {Programming languages and systems for prototyping concurrent applications},
  70.986 - journal = {ACM Comput. Surv.},
  70.987 - volume = {32},
  70.988 - number = {1},
  70.989 - year = {2000},
  70.990 - issn = {0360-0300},
  70.991 - pages = {43--79},
  70.992 - doi = {http://doi.acm.org/10.1145/349194.349199},
  70.993 - publisher = {ACM Press},
  70.994 - address = {New York, NY, USA},
  70.995 - }
  70.996 -
  70.997 -
  70.998 -// Original CSP paper
  70.999 -@article{hoare78,
 70.1000 -   author={C. A. R. Hoare},
 70.1001 -   title={Communicating Sequential Processes},
 70.1002 -   journal={Communications of the ACM},
 70.1003 -   year={1978},
 70.1004 -   volume={21},
 70.1005 -   number={8},
 70.1006 -   pages={666-677}
 70.1007 -}
 70.1008 -
 70.1009 -
 70.1010 -// 8 citations.. probably from self..  want a paper that ties areas together..  
 70.1011 -// This paper does a beautiful job..
 70.1012 -@article{huth,
 70.1013 -  title={{A Unifying Framework for Model Checking Labeled Kripke Structures, Modal Transition Systems, and Interval Transition Systems}},
 70.1014 -  author={Huth, M.},
 70.1015 -  journal={Proceedings of the 19th International Conference on the Foundations of Software Technology \& Theoretical Computer Science, Lecture Notes in Computer Science},
 70.1016 -  pages={369--380},
 70.1017 -  publisher={Springer-Verlag}
 70.1018 -}
 70.1019 -
 70.1020 -
 70.1021 -//  Dataflow advances survey, includes large grain dataflow
 70.1022 -@article
 70.1023 - { johnston04,
 70.1024 -   author = 	{Wesley M. Johnston and J. R. Paul Hanna and Richard J. Millar},
 70.1025 -   title = 		{Advances in dataflow programming languages},
 70.1026 -   journal = 	{ACM Comput. Surv.},
 70.1027 -   volume = 	{36},
 70.1028 -   number = 	{1},
 70.1029 -   year = 		{2004},
 70.1030 -   issn = 		{0360-0300},
 70.1031 -   pages = 		{1--34},
 70.1032 -   doi = 		{http://doi.acm.org/10.1145/1013208.1013209},
 70.1033 -   publisher = 	{ACM Press},
 70.1034 -   address = 	{New York, NY, USA}
 70.1035 - }
 70.1036 -
 70.1037 -
 70.1038 -@book
 70.1039 - { koelbel93,
 70.1040 -   author =	{C. H. Koelbel and D. Loveman and R. Schreiber and G. Steele Jr},
 70.1041 -   title = 		{High Performance Fortran Handbook},
 70.1042 -   year = 	{1993},
 70.1043 -   publisher =	{MIT Press}
 70.1044 - }
 70.1045 -
 70.1046 -
 70.1047 -// mu calculus paper with 430 citations
 70.1048 -@article{kozen83,
 70.1049 -  title={{Results on the Propositional mu-Calculus}},
 70.1050 -  author={Kozen, D.},
 70.1051 -  journal={TCS},
 70.1052 -  volume={27},
 70.1053 -  pages={333--354},
 70.1054 -  year={1983}
 70.1055 -}
 70.1056 -
 70.1057 -
 70.1058 -// original kripke structure paper
 70.1059 -@article{kripke63,
 70.1060 -  title={{Semantical analysis of modal logic}},
 70.1061 -  author={Kripke, S.},
 70.1062 -  journal={Zeitschrift fur Mathematische Logik und Grundlagen der Mathematik},
 70.1063 -  volume={9},
 70.1064 -  pages={67--96},
 70.1065 -  year={1963}
 70.1066 -}
 70.1067 -
 70.1068 -
 70.1069 -@book
 70.1070 - { mcGraw85,
 70.1071 -   author = 	{J McGraw and S. Skedzielewski and S. Allan and R Odefoeft},
 70.1072 -   title = 		{SISAL: Streams and Iteration in a Single-Assignment Language: Reference Manual Version 1.2},
 70.1073 -   note = 	{Manual M-146 Rev. 1},
 70.1074 -   publisher = 	{Lawrence Livermore National Laboratory},
 70.1075 -   year = 	{1985}
 70.1076 - }
 70.1077 -
 70.1078 -
 70.1079 -// Milner's own citation to development of CCS
 70.1080 -@book{milner80,
 70.1081 -  title={{A Calculus of Communicating Systems, volume 92 of Lecture Notes in Computer Science}},
 70.1082 -  author={Milner, R.},
 70.1083 -  year={1980},
 70.1084 -  publisher={Springer-Verlag}
 70.1085 -}
 70.1086 -
 70.1087 -
 70.1088 -// Milner's own pi-calculus reference
 70.1089 -@article{milner92,
 70.1090 -  title={{A calculus of mobile processes, parts I and II}},
 70.1091 -  author={Milner, R. and Parrow, J. and Walker, D.},
 70.1092 -  journal={Information and Computation},
 70.1093 -  volume={100},
 70.1094 -  number={1},
 70.1095 -  pages={1--40 and 41--77},
 70.1096 -  year={1992},
 70.1097 -  publisher={Academic Press}
 70.1098 -}
 70.1099 -
 70.1100 -
 70.1101 -// more recent Pi calculus reference
 70.1102 -@book
 70.1103 - { milner99,
 70.1104 -   author = 	{Robin Milner},
 70.1105 -   title = 		{Communicating and Mobile Systems: The pi-Calculus},
 70.1106 -   publisher = 	{Cambridge University Press},
 70.1107 -   year = 	{1999}
 70.1108 - }
 70.1109 -
 70.1110 -
 70.1111 -// MPI reference
 70.1112 -@book
 70.1113 - { MPIForum94,
 70.1114 -   author = 	{M. P. I. Forum},
 70.1115 -   title = 		{MPI: A Message-Passing Interface Standard},
 70.1116 -   year = 	{1994}
 70.1117 - }
 70.1118 -
 70.1119 -
 70.1120 -// Petri nets original citation
 70.1121 -@article{petri62,
 70.1122 -  title={{Fundamentals of a theory of asynchronous information flow}},
 70.1123 -  author={Petri, C.A.},
 70.1124 -  journal={Proc. IFIP Congress},
 70.1125 -  volume={62},
 70.1126 -  pages={386--390},
 70.1127 -  year={1962}
 70.1128 -}
 70.1129 -
 70.1130 -
 70.1131 -// Pierce Type system book
 70.1132 -@book{pierce02,
 70.1133 -   title={Types and Programming Languages},
 70.1134 -   author={Pierce, B. C.},
 70.1135 -   year={2002},
 70.1136 -   publisher={MIT Press}
 70.1137 -}
 70.1138 -
 70.1139 -
 70.1140 -// Survey of Visual programming
 70.1141 -@Article
 70.1142 - { price,
 70.1143 -   author =	{B. A. Price and R. M. Baecker and L. S. Small},
 70.1144 -   title =	{A Principled Taxonomy of Software Visualization},
 70.1145 -   journal ={Journal of Visual Languages and Computing},
 70.1146 -   volume =	{4},
 70.1147 -   number =	{3},
 70.1148 -   pages =	{211--266}
 70.1149 - }
 70.1150 -
 70.1151 -
 70.1152 -
 70.1153 -@misc
 70.1154 - { pythonWebSite,
 70.1155 -   key = 	{Python},
 70.1156 -   title = 		{The Python Software Foundation Mission Statement},
 70.1157 -   note = 	{{\ttfamily http://www.python.org/psf/mission.html}}
 70.1158 - }
 70.1159 -
 70.1160 -
 70.1161 -// Roadmap for Revitalization of High End Computing
 70.1162 -@unpublished
 70.1163 - { reed03,
 70.1164 -   editor = 	{Daniel A. Reed},
 70.1165 -   title = 		{Workshop on The Roadmap for the Revitalization of High-End Computing},
 70.1166 -   day = 	{16--18},
 70.1167 -   month = 	{jun},
 70.1168 -   year = 	{2003},
 70.1169 -   note = 	{Available at {\ttfamily http://www.cra.org/reports/supercomputing.web.pdf}}
 70.1170 - }
 70.1171 -
 70.1172 -
 70.1173 -// Parallel Pascal
 70.1174 -@Article
 70.1175 - { reeves84,
 70.1176 -   author =	{A. P. Reeves},
 70.1177 -   title =		{Parallel Pascal -- An Extended Pascal for Parallel Computers},
 70.1178 -   journal =	{Journal of Parallel and Distributed Computing},
 70.1179 -   volume =	{1},
 70.1180 -   number =	{},
 70.1181 -   year =	{1984},
 70.1182 -   month =	{aug},
 70.1183 -   pages =	{64--80}
 70.1184 - }
 70.1185 -
 70.1186 -
 70.1187 -// Survey of parallel langs and models
 70.1188 -@article{skillicorn98,
 70.1189 - author = {David B. Skillicorn and Domenico Talia},
 70.1190 - title = {Models and languages for parallel computation},
 70.1191 - journal = {ACM Comput. Surv.},
 70.1192 - volume = {30},
 70.1193 - number = {2},
 70.1194 - year = {1998},
 70.1195 - issn = {0360-0300},
 70.1196 - pages = {123--169},
 70.1197 - doi = {http://doi.acm.org/10.1145/280277.280278},
 70.1198 - publisher = {ACM Press},
 70.1199 - address = {New York, NY, USA},
 70.1200 - }
 70.1201 -
 70.1202 -
 70.1203 -// LOOPS ref for multiple inheritance issues
 70.1204 -@article{stefik86,
 70.1205 -  title={Object Oriented Programming: Themes and Variations},
 70.1206 -  author={Stefik, M. and Bobrow, D. G.},
 70.1207 -  journal={The AI Magazine},
 70.1208 -  volume={6},
 70.1209 -  number={4},
 70.1210 -  year={1986}
 70.1211 -}
 70.1212 -
 70.1213 -
 70.1214 -// 240 citations to this book, so seems safe..  covers modal logics which is superset 
 70.1215 -//  of temporal logics
 70.1216 -@book{stirling92,
 70.1217 -  title={{Modal and Temporal Logics}},
 70.1218 -  author={Stirling, C.},
 70.1219 -  year={1992},
 70.1220 -  publisher={University of Edinburgh, Department of Computer Science}
 70.1221 -}
 70.1222 -
 70.1223 -
 70.1224 -//  Titanium website
 70.1225 -@misc
 70.1226 - { TitaniumWebSite,
 70.1227 -   author =	{Paul Hilfinger and et. al.},
 70.1228 -   title = 	{The Titanium Project Home Page},
 70.1229 -   note = 	{{\ttfamily http://www.cs.berkeley.edu/projects/titanium}}
 70.1230 - }
 70.1231 -
 70.1232 -
 70.1233 -// website with scans of original work by Turing
 70.1234 -@misc{turing38,
 70.1235 -   author={A. Turing},
 70.1236 -   note={http://www.turingarchive.org/intro/, and
 70.1237 -http://www.turing.org.uk/sources/biblio4.html, and
 70.1238 -http://web.comlab.ox.ac.uk/oucl/research/areas/ieg/e-library/sources/tp2-ie.pdf},
 70.1239 -   year={1938}
 70.1240 -}
 70.1241 -
 70.1242 -
 70.1243 -// First mention of von Neumann's architecture ideas
 70.1244 -@book{vonNeumann45,
 70.1245 -   title={First Draft of a Report on the EDVAC},
 70.1246 -   author={J. von Neumann},
 70.1247 -   year={1945},
 70.1248 -   publisher={United States Army Ordnance Department}
 70.1249 -}
 70.1250 -
 70.1251 -
 70.1252 -// The 203 Glynn Winskel book for Formal Semantics
 70.1253 -@book{winskel93,
 70.1254 -  title={{The Formal Semantics of Programming Languages}},
 70.1255 -  author={Winskel, G.},
 70.1256 -  year={1993},
 70.1257 -  publisher={MIT Press}
 70.1258 -}
 70.1259 -
 70.1260 -
    71.1 --- a/0__Papers/VMS/VMS__Foundation_Paper/HotPar_2012/helpers/plain.bst	Thu Feb 02 12:22:53 2012 -0800
    71.2 +++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
    71.3 @@ -1,1098 +0,0 @@
    71.4 -% BibTeX standard bibliography style `plain'
    71.5 -	% version 0.99a for BibTeX versions 0.99a or later, LaTeX version 2.09.
    71.6 -	% Copyright (C) 1985, all rights reserved.
    71.7 -	% Copying of this file is authorized only if either
    71.8 -	% (1) you make absolutely no changes to your copy, including name, or
    71.9 -	% (2) if you do make changes, you name it something other than
   71.10 -	% btxbst.doc, plain.bst, unsrt.bst, alpha.bst, and abbrv.bst.
   71.11 -	% This restriction helps ensure that all standard styles are identical.
   71.12 -	% The file btxbst.doc has the documentation for this style.
   71.13 -
   71.14 -ENTRY
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   71.58 -	  newline$
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   71.82 -  duplicate$ empty$
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   71.87 -
   71.88 -FUNCTION {output.bibitem}
   71.89 -{ newline$
   71.90 -  "\bibitem{" write$
   71.91 -  cite$ write$
   71.92 -  "}" write$
   71.93 -  newline$
   71.94 -  ""
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   71.97 -
   71.98 -FUNCTION {fin.entry}
   71.99 -{ add.period$
  71.100 -  write$
  71.101 -  newline$
  71.102 -}
  71.103 -
  71.104 -FUNCTION {new.block}
  71.105 -{ output.state before.all =
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  71.107 -    { after.block 'output.state := }
  71.108 -  if$
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  71.111 -FUNCTION {new.sentence}
  71.112 -{ output.state after.block =
  71.113 -    'skip$
  71.114 -    { output.state before.all =
  71.115 -	'skip$
  71.116 -	{ after.sentence 'output.state := }
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  71.122 -FUNCTION {not}
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  71.124 -    { #1 }
  71.125 -  if$
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  71.127 -
  71.128 -FUNCTION {and}
  71.129 -{   'skip$
  71.130 -    { pop$ #0 }
  71.131 -  if$
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  71.133 -
  71.134 -FUNCTION {or}
  71.135 -{   { pop$ #1 }
  71.136 -    'skip$
  71.137 -  if$
  71.138 -}
  71.139 -
  71.140 -FUNCTION {new.block.checka}
  71.141 -{ empty$
  71.142 -    'skip$
  71.143 -    'new.block
  71.144 -  if$
  71.145 -}
  71.146 -
  71.147 -FUNCTION {new.block.checkb}
  71.148 -{ empty$
  71.149 -  swap$ empty$
  71.150 -  and
  71.151 -    'skip$
  71.152 -    'new.block
  71.153 -  if$
  71.154 -}
  71.155 -
  71.156 -FUNCTION {new.sentence.checka}
  71.157 -{ empty$
  71.158 -    'skip$
  71.159 -    'new.sentence
  71.160 -  if$
  71.161 -}
  71.162 -
  71.163 -FUNCTION {new.sentence.checkb}
  71.164 -{ empty$
  71.165 -  swap$ empty$
  71.166 -  and
  71.167 -    'skip$
  71.168 -    'new.sentence
  71.169 -  if$
  71.170 -}
  71.171 -
  71.172 -FUNCTION {field.or.null}
  71.173 -{ duplicate$ empty$
  71.174 -    { pop$ "" }
  71.175 -    'skip$
  71.176 -  if$
  71.177 -}
  71.178 -
  71.179 -FUNCTION {emphasize}
  71.180 -{ duplicate$ empty$
  71.181 -    { pop$ "" }
  71.182 -    { "{\em " swap$ * "}" * }
  71.183 -  if$
  71.184 -}
  71.185 -
  71.186 -INTEGERS { nameptr namesleft numnames }
  71.187 -
  71.188 -FUNCTION {format.names}
  71.189 -{ 's :=
  71.190 -  #1 'nameptr :=
  71.191 -  s num.names$ 'numnames :=
  71.192 -  numnames 'namesleft :=
  71.193 -    { namesleft #0 > }
  71.194 -    { s nameptr "{ff~}{vv~}{ll}{, jj}" format.name$ 't :=
  71.195 -      nameptr #1 >
  71.196 -	{ namesleft #1 >
  71.197 -	    { ", " * t * }
  71.198 -	    { numnames #2 >
  71.199 -		{ "," * }
  71.200 -		'skip$
  71.201 -	      if$
  71.202 -	      t "others" =
  71.203 -		{ " et~al." * }
  71.204 -		{ " and " * t * }
  71.205 -	      if$
  71.206 -	    }
  71.207 -	  if$
  71.208 -	}
  71.209 -	't
  71.210 -      if$
  71.211 -      nameptr #1 + 'nameptr :=
  71.212 -      namesleft #1 - 'namesleft :=
  71.213 -    }
  71.214 -  while$
  71.215 -}
  71.216 -
  71.217 -FUNCTION {format.authors}
  71.218 -{ author empty$
  71.219 -    { "" }
  71.220 -    { author format.names }
  71.221 -  if$
  71.222 -}
  71.223 -
  71.224 -FUNCTION {format.editors}
  71.225 -{ editor empty$
  71.226 -    { "" }
  71.227 -    { editor format.names
  71.228 -      editor num.names$ #1 >
  71.229 -	{ ", editors" * }
  71.230 -	{ ", editor" * }
  71.231 -      if$
  71.232 -    }
  71.233 -  if$
  71.234 -}
  71.235 -
  71.236 -FUNCTION {format.title}
  71.237 -{ title empty$
  71.238 -    { "" }
  71.239 -    { title "t" change.case$ }
  71.240 -  if$
  71.241 -}
  71.242 -
  71.243 -FUNCTION {n.dashify}
  71.244 -{ 't :=
  71.245 -  ""
  71.246 -    { t empty$ not }
  71.247 -    { t #1 #1 substring$ "-" =
  71.248 -	{ t #1 #2 substring$ "--" = not
  71.249 -	    { "--" *
  71.250 -	      t #2 global.max$ substring$ 't :=
  71.251 -	    }
  71.252 -	    {   { t #1 #1 substring$ "-" = }
  71.253 -		{ "-" *
  71.254 -		  t #2 global.max$ substring$ 't :=
  71.255 -		}
  71.256 -	      while$
  71.257 -	    }
  71.258 -	  if$
  71.259 -	}
  71.260 -	{ t #1 #1 substring$ *
  71.261 -	  t #2 global.max$ substring$ 't :=
  71.262 -	}
  71.263 -      if$
  71.264 -    }
  71.265 -  while$
  71.266 -}
  71.267 -
  71.268 -FUNCTION {format.date}
  71.269 -{ year empty$
  71.270 -    { month empty$
  71.271 -	{ "" }
  71.272 -	{ "there's a month but no year in " cite$ * warning$
  71.273 -	  month
  71.274 -	}
  71.275 -      if$
  71.276 -    }
  71.277 -    { month empty$
  71.278 -	'year
  71.279 -	{ month " " * year * }
  71.280 -      if$
  71.281 -    }
  71.282 -  if$
  71.283 -}
  71.284 -
  71.285 -FUNCTION {format.btitle}
  71.286 -{ title emphasize
  71.287 -}
  71.288 -
  71.289 -FUNCTION {tie.or.space.connect}
  71.290 -{ duplicate$ text.length$ #3 <
  71.291 -    { "~" }
  71.292 -    { " " }
  71.293 -  if$
  71.294 -  swap$ * *
  71.295 -}
  71.296 -
  71.297 -FUNCTION {either.or.check}
  71.298 -{ empty$
  71.299 -    'pop$
  71.300 -    { "can't use both " swap$ * " fields in " * cite$ * warning$ }
  71.301 -  if$
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  71.303 -
  71.304 -FUNCTION {format.bvolume}
  71.305 -{ volume empty$
  71.306 -    { "" }
  71.307 -    { "volume" volume tie.or.space.connect
  71.308 -      series empty$
  71.309 -	'skip$
  71.310 -	{ " of " * series emphasize * }
  71.311 -      if$
  71.312 -      "volume and number" number either.or.check
  71.313 -    }
  71.314 -  if$
  71.315 -}
  71.316 -
  71.317 -FUNCTION {format.number.series}
  71.318 -{ volume empty$
  71.319 -    { number empty$
  71.320 -	{ series field.or.null }
  71.321 -	{ output.state mid.sentence =
  71.322 -	    { "number" }
  71.323 -	    { "Number" }
  71.324 -	  if$
  71.325 -	  number tie.or.space.connect
  71.326 -	  series empty$
  71.327 -	    { "there's a number but no series in " cite$ * warning$ }
  71.328 -	    { " in " * series * }
  71.329 -	  if$
  71.330 -	}
  71.331 -      if$
  71.332 -    }
  71.333 -    { "" }
  71.334 -  if$
  71.335 -}
  71.336 -
  71.337 -FUNCTION {format.edition}
  71.338 -{ edition empty$
  71.339 -    { "" }
  71.340 -    { output.state mid.sentence =
  71.341 -	{ edition "l" change.case$ " edition" * }
  71.342 -	{ edition "t" change.case$ " edition" * }
  71.343 -      if$
  71.344 -    }
  71.345 -  if$
  71.346 -}
  71.347 -
  71.348 -INTEGERS { multiresult }
  71.349 -
  71.350 -FUNCTION {multi.page.check}
  71.351 -{ 't :=
  71.352 -  #0 'multiresult :=
  71.353 -    { multiresult not
  71.354 -      t empty$ not
  71.355 -      and
  71.356 -    }
  71.357 -    { t #1 #1 substring$
  71.358 -      duplicate$ "-" =
  71.359 -      swap$ duplicate$ "," =
  71.360 -      swap$ "+" =
  71.361 -      or or
  71.362 -	{ #1 'multiresult := }
  71.363 -	{ t #2 global.max$ substring$ 't := }
  71.364 -      if$
  71.365 -    }
  71.366 -  while$
  71.367 -  multiresult
  71.368 -}
  71.369 -
  71.370 -FUNCTION {format.pages}
  71.371 -{ pages empty$
  71.372 -    { "" }
  71.373 -    { pages multi.page.check
  71.374 -	{ "pages" pages n.dashify tie.or.space.connect }
  71.375 -	{ "page" pages tie.or.space.connect }
  71.376 -      if$
  71.377 -    }
  71.378 -  if$
  71.379 -}
  71.380 -
  71.381 -FUNCTION {format.vol.num.pages}
  71.382 -{ volume field.or.null
  71.383 -  number empty$
  71.384 -    'skip$
  71.385 -    { "(" number * ")" * *
  71.386 -      volume empty$
  71.387 -	{ "there's a number but no volume in " cite$ * warning$ }
  71.388 -	'skip$
  71.389 -      if$
  71.390 -    }
  71.391 -  if$
  71.392 -  pages empty$
  71.393 -    'skip$
  71.394 -    { duplicate$ empty$
  71.395 -	{ pop$ format.pages }
  71.396 -	{ ":" * pages n.dashify * }
  71.397 -      if$
  71.398 -    }
  71.399 -  if$
  71.400 -}
  71.401 -
  71.402 -FUNCTION {format.chapter.pages}
  71.403 -{ chapter empty$
  71.404 -    'format.pages
  71.405 -    { type empty$
  71.406 -	{ "chapter" }
  71.407 -	{ type "l" change.case$ }
  71.408 -      if$
  71.409 -      chapter tie.or.space.connect
  71.410 -      pages empty$
  71.411 -	'skip$
  71.412 -	{ ", " * format.pages * }
  71.413 -      if$
  71.414 -    }
  71.415 -  if$
  71.416 -}
  71.417 -
  71.418 -FUNCTION {format.in.ed.booktitle}
  71.419 -{ booktitle empty$
  71.420 -    { "" }
  71.421 -    { editor empty$
  71.422 -	{ "In " booktitle emphasize * }
  71.423 -	{ "In " format.editors * ", " * booktitle emphasize * }
  71.424 -      if$
  71.425 -    }
  71.426 -  if$
  71.427 -}
  71.428 -
  71.429 -FUNCTION {empty.misc.check}
  71.430 -{ author empty$ title empty$ howpublished empty$
  71.431 -  month empty$ year empty$ note empty$
  71.432 -  and and and and and
  71.433 -  key empty$ not and
  71.434 -    { "all relevant fields are empty in " cite$ * warning$ }
  71.435 -    'skip$
  71.436 -  if$
  71.437 -}
  71.438 -
  71.439 -FUNCTION {format.thesis.type}
  71.440 -{ type empty$
  71.441 -    'skip$
  71.442 -    { pop$
  71.443 -      type "t" change.case$
  71.444 -    }
  71.445 -  if$
  71.446 -}
  71.447 -
  71.448 -FUNCTION {format.tr.number}
  71.449 -{ type empty$
  71.450 -    { "Technical Report" }
  71.451 -    'type
  71.452 -  if$
  71.453 -  number empty$
  71.454 -    { "t" change.case$ }
  71.455 -    { number tie.or.space.connect }
  71.456 -  if$
  71.457 -}
  71.458 -
  71.459 -FUNCTION {format.article.crossref}
  71.460 -{ key empty$
  71.461 -    { journal empty$
  71.462 -	{ "need key or journal for " cite$ * " to crossref " * crossref *
  71.463 -	  warning$
  71.464 -	  ""
  71.465 -	}
  71.466 -	{ "In {\em " journal * "\/}" * }
  71.467 -      if$
  71.468 -    }
  71.469 -    { "In " key * }
  71.470 -  if$
  71.471 -  " \cite{" * crossref * "}" *
  71.472 -}
  71.473 -
  71.474 -FUNCTION {format.crossref.editor}
  71.475 -{ editor #1 "{vv~}{ll}" format.name$
  71.476 -  editor num.names$ duplicate$
  71.477 -  #2 >
  71.478 -    { pop$ " et~al." * }
  71.479 -    { #2 <
  71.480 -	'skip$
  71.481 -	{ editor #2 "{ff }{vv }{ll}{ jj}" format.name$ "others" =
  71.482 -	    { " et~al." * }
  71.483 -	    { " and " * editor #2 "{vv~}{ll}" format.name$ * }
  71.484 -	  if$
  71.485 -	}
  71.486 -      if$
  71.487 -    }
  71.488 -  if$
  71.489 -}
  71.490 -
  71.491 -FUNCTION {format.book.crossref}
  71.492 -{ volume empty$
  71.493 -    { "empty volume in " cite$ * "'s crossref of " * crossref * warning$
  71.494 -      "In "
  71.495 -    }
  71.496 -    { "Volume" volume tie.or.space.connect
  71.497 -      " of " *
  71.498 -    }
  71.499 -  if$
  71.500 -  editor empty$
  71.501 -  editor field.or.null author field.or.null =
  71.502 -  or
  71.503 -    { key empty$
  71.504 -	{ series empty$
  71.505 -	    { "need editor, key, or series for " cite$ * " to crossref " *
  71.506 -	      crossref * warning$
  71.507 -	      "" *
  71.508 -	    }
  71.509 -	    { "{\em " * series * "\/}" * }
  71.510 -	  if$
  71.511 -	}
  71.512 -	{ key * }
  71.513 -      if$
  71.514 -    }
  71.515 -    { format.crossref.editor * }
  71.516 -  if$
  71.517 -  " \cite{" * crossref * "}" *
  71.518 -}
  71.519 -
  71.520 -FUNCTION {format.incoll.inproc.crossref}
  71.521 -{ editor empty$
  71.522 -  editor field.or.null author field.or.null =
  71.523 -  or
  71.524 -    { key empty$
  71.525 -	{ booktitle empty$
  71.526 -	    { "need editor, key, or booktitle for " cite$ * " to crossref " *
  71.527 -	      crossref * warning$
  71.528 -	      ""
  71.529 -	    }
  71.530 -	    { "In {\em " booktitle * "\/}" * }
  71.531 -	  if$
  71.532 -	}
  71.533 -	{ "In " key * }
  71.534 -      if$
  71.535 -    }
  71.536 -    { "In " format.crossref.editor * }
  71.537 -  if$
  71.538 -  " \cite{" * crossref * "}" *
  71.539 -}
  71.540 -
  71.541 -FUNCTION {article}
  71.542 -{ output.bibitem
  71.543 -  format.authors "author" output.check
  71.544 -  new.block
  71.545 -  format.title "title" output.check
  71.546 -  new.block
  71.547 -  crossref missing$
  71.548 -    { journal emphasize "journal" output.check
  71.549 -      format.vol.num.pages output
  71.550 -      format.date "year" output.check
  71.551 -    }
  71.552 -    { format.article.crossref output.nonnull
  71.553 -      format.pages output
  71.554 -    }
  71.555 -  if$
  71.556 -  new.block
  71.557 -  note output
  71.558 -  fin.entry
  71.559 -}
  71.560 -
  71.561 -FUNCTION {book}
  71.562 -{ output.bibitem
  71.563 -  author empty$
  71.564 -    { format.editors "author and editor" output.check }
  71.565 -    { format.authors output.nonnull
  71.566 -      crossref missing$
  71.567 -	{ "author and editor" editor either.or.check }
  71.568 -	'skip$
  71.569 -      if$
  71.570 -    }
  71.571 -  if$
  71.572 -  new.block
  71.573 -  format.btitle "title" output.check
  71.574 -  crossref missing$
  71.575 -    { format.bvolume output
  71.576 -      new.block
  71.577 -      format.number.series output
  71.578 -      new.sentence
  71.579 -      publisher "publisher" output.check
  71.580 -      address output
  71.581 -    }
  71.582 -    { new.block
  71.583 -      format.book.crossref output.nonnull
  71.584 -    }
  71.585 -  if$
  71.586 -  format.edition output
  71.587 -  format.date "year" output.check
  71.588 -  new.block
  71.589 -  note output
  71.590 -  fin.entry
  71.591 -}
  71.592 -
  71.593 -FUNCTION {booklet}
  71.594 -{ output.bibitem
  71.595 -  format.authors output
  71.596 -  new.block
  71.597 -  format.title "title" output.check
  71.598 -  howpublished address new.block.checkb
  71.599 -  howpublished output
  71.600 -  address output
  71.601 -  format.date output
  71.602 -  new.block
  71.603 -  note output
  71.604 -  fin.entry
  71.605 -}
  71.606 -
  71.607 -FUNCTION {inbook}
  71.608 -{ output.bibitem
  71.609 -  author empty$
  71.610 -    { format.editors "author and editor" output.check }
  71.611 -    { format.authors output.nonnull
  71.612 -      crossref missing$
  71.613 -	{ "author and editor" editor either.or.check }
  71.614 -	'skip$
  71.615 -      if$
  71.616 -    }
  71.617 -  if$
  71.618 -  new.block
  71.619 -  format.btitle "title" output.check
  71.620 -  crossref missing$
  71.621 -    { format.bvolume output
  71.622 -      format.chapter.pages "chapter and pages" output.check
  71.623 -      new.block
  71.624 -      format.number.series output
  71.625 -      new.sentence
  71.626 -      publisher "publisher" output.check
  71.627 -      address output
  71.628 -    }
  71.629 -    { format.chapter.pages "chapter and pages" output.check
  71.630 -      new.block
  71.631 -      format.book.crossref output.nonnull
  71.632 -    }
  71.633 -  if$
  71.634 -  format.edition output
  71.635 -  format.date "year" output.check
  71.636 -  new.block
  71.637 -  note output
  71.638 -  fin.entry
  71.639 -}
  71.640 -
  71.641 -FUNCTION {incollection}
  71.642 -{ output.bibitem
  71.643 -  format.authors "author" output.check
  71.644 -  new.block
  71.645 -  format.title "title" output.check
  71.646 -  new.block
  71.647 -  crossref missing$
  71.648 -    { format.in.ed.booktitle "booktitle" output.check
  71.649 -      format.bvolume output
  71.650 -      format.number.series output
  71.651 -      format.chapter.pages output
  71.652 -      new.sentence
  71.653 -      publisher "publisher" output.check
  71.654 -      address output
  71.655 -      format.edition output
  71.656 -      format.date "year" output.check
  71.657 -    }
  71.658 -    { format.incoll.inproc.crossref output.nonnull
  71.659 -      format.chapter.pages output
  71.660 -    }
  71.661 -  if$
  71.662 -  new.block
  71.663 -  note output
  71.664 -  fin.entry
  71.665 -}
  71.666 -
  71.667 -FUNCTION {inproceedings}
  71.668 -{ output.bibitem
  71.669 -  format.authors "author" output.check
  71.670 -  new.block
  71.671 -  format.title "title" output.check
  71.672 -  new.block
  71.673 -  crossref missing$
  71.674 -    { format.in.ed.booktitle "booktitle" output.check
  71.675 -      format.bvolume output
  71.676 -      format.number.series output
  71.677 -      format.pages output
  71.678 -      address empty$
  71.679 -	{ organization publisher new.sentence.checkb
  71.680 -	  organization output
  71.681 -	  publisher output
  71.682 -	  format.date "year" output.check
  71.683 -	}
  71.684 -	{ address output.nonnull
  71.685 -	  format.date "year" output.check
  71.686 -	  new.sentence
  71.687 -	  organization output
  71.688 -	  publisher output
  71.689 -	}
  71.690 -      if$
  71.691 -    }
  71.692 -    { format.incoll.inproc.crossref output.nonnull
  71.693 -      format.pages output
  71.694 -    }
  71.695 -  if$
  71.696 -  new.block
  71.697 -  note output
  71.698 -  fin.entry
  71.699 -}
  71.700 -
  71.701 -FUNCTION {conference} { inproceedings }
  71.702 -
  71.703 -FUNCTION {manual}
  71.704 -{ output.bibitem
  71.705 -  author empty$
  71.706 -    { organization empty$
  71.707 -	'skip$
  71.708 -	{ organization output.nonnull
  71.709 -	  address output
  71.710 -	}
  71.711 -      if$
  71.712 -    }
  71.713 -    { format.authors output.nonnull }
  71.714 -  if$
  71.715 -  new.block
  71.716 -  format.btitle "title" output.check
  71.717 -  author empty$
  71.718 -    { organization empty$
  71.719 -	{ address new.block.checka
  71.720 -	  address output
  71.721 -	}
  71.722 -	'skip$
  71.723 -      if$
  71.724 -    }
  71.725 -    { organization address new.block.checkb
  71.726 -      organization output
  71.727 -      address output
  71.728 -    }
  71.729 -  if$
  71.730 -  format.edition output
  71.731 -  format.date output
  71.732 -  new.block
  71.733 -  note output
  71.734 -  fin.entry
  71.735 -}
  71.736 -
  71.737 -FUNCTION {mastersthesis}
  71.738 -{ output.bibitem
  71.739 -  format.authors "author" output.check
  71.740 -  new.block
  71.741 -  format.title "title" output.check
  71.742 -  new.block
  71.743 -  "Master's thesis" format.thesis.type output.nonnull
  71.744 -  school "school" output.check
  71.745 -  address output
  71.746 -  format.date "year" output.check
  71.747 -  new.block
  71.748 -  note output
  71.749 -  fin.entry
  71.750 -}
  71.751 -
  71.752 -FUNCTION {misc}
  71.753 -{ output.bibitem
  71.754 -  format.authors output
  71.755 -  title howpublished new.block.checkb
  71.756 -  format.title output
  71.757 -  howpublished new.block.checka
  71.758 -  howpublished output
  71.759 -  format.date output
  71.760 -  new.block
  71.761 -  note output
  71.762 -  fin.entry
  71.763 -  empty.misc.check
  71.764 -}
  71.765 -
  71.766 -FUNCTION {phdthesis}
  71.767 -{ output.bibitem
  71.768 -  format.authors "author" output.check
  71.769 -  new.block
  71.770 -  format.btitle "title" output.check
  71.771 -  new.block
  71.772 -  "PhD thesis" format.thesis.type output.nonnull
  71.773 -  school "school" output.check
  71.774 -  address output
  71.775 -  format.date "year" output.check
  71.776 -  new.block
  71.777 -  note output
  71.778 -  fin.entry
  71.779 -}
  71.780 -
  71.781 -FUNCTION {proceedings}
  71.782 -{ output.bibitem
  71.783 -  editor empty$
  71.784 -    { organization output }
  71.785 -    { format.editors output.nonnull }
  71.786 -  if$
  71.787 -  new.block
  71.788 -  format.btitle "title" output.check
  71.789 -  format.bvolume output
  71.790 -  format.number.series output
  71.791 -  address empty$
  71.792 -    { editor empty$
  71.793 -	{ publisher new.sentence.checka }
  71.794 -	{ organization publisher new.sentence.checkb
  71.795 -	  organization output
  71.796 -	}
  71.797 -      if$
  71.798 -      publisher output
  71.799 -      format.date "year" output.check
  71.800 -    }
  71.801 -    { address output.nonnull
  71.802 -      format.date "year" output.check
  71.803 -      new.sentence
  71.804 -      editor empty$
  71.805 -	'skip$
  71.806 -	{ organization output }
  71.807 -      if$
  71.808 -      publisher output
  71.809 -    }
  71.810 -  if$
  71.811 -  new.block
  71.812 -  note output
  71.813 -  fin.entry
  71.814 -}
  71.815 -
  71.816 -FUNCTION {techreport}
  71.817 -{ output.bibitem
  71.818 -  format.authors "author" output.check
  71.819 -  new.block
  71.820 -  format.title "title" output.check
  71.821 -  new.block
  71.822 -  format.tr.number output.nonnull
  71.823 -  institution "institution" output.check
  71.824 -  address output
  71.825 -  format.date "year" output.check
  71.826 -  new.block
  71.827 -  note output
  71.828 -  fin.entry
  71.829 -}
  71.830 -
  71.831 -FUNCTION {unpublished}
  71.832 -{ output.bibitem
  71.833 -  format.authors "author" output.check
  71.834 -  new.block
  71.835 -  format.title "title" output.check
  71.836 -  new.block
  71.837 -  note "note" output.check
  71.838 -  format.date output
  71.839 -  fin.entry
  71.840 -}
  71.841 -
  71.842 -FUNCTION {default.type} { misc }
  71.843 -
  71.844 -MACRO {jan} {"January"}
  71.845 -
  71.846 -MACRO {feb} {"February"}
  71.847 -
  71.848 -MACRO {mar} {"March"}
  71.849 -
  71.850 -MACRO {apr} {"April"}
  71.851 -
  71.852 -MACRO {may} {"May"}
  71.853 -
  71.854 -MACRO {jun} {"June"}
  71.855 -
  71.856 -MACRO {jul} {"July"}
  71.857 -
  71.858 -MACRO {aug} {"August"}
  71.859 -
  71.860 -MACRO {sep} {"September"}
  71.861 -
  71.862 -MACRO {oct} {"October"}
  71.863 -
  71.864 -MACRO {nov} {"November"}
  71.865 -
  71.866 -MACRO {dec} {"December"}
  71.867 -
  71.868 -MACRO {acmcs} {"ACM Computing Surveys"}
  71.869 -
  71.870 -MACRO {acta} {"Acta Informatica"}
  71.871 -
  71.872 -MACRO {cacm} {"Communications of the ACM"}
  71.873 -
  71.874 -MACRO {ibmjrd} {"IBM Journal of Research and Development"}
  71.875 -
  71.876 -MACRO {ibmsj} {"IBM Systems Journal"}
  71.877 -
  71.878 -MACRO {ieeese} {"IEEE Transactions on Software Engineering"}
  71.879 -
  71.880 -MACRO {ieeetc} {"IEEE Transactions on Computers"}
  71.881 -
  71.882 -MACRO {ieeetcad}
  71.883 - {"IEEE Transactions on Computer-Aided Design of Integrated Circuits"}
  71.884 -
  71.885 -MACRO {ipl} {"Information Processing Letters"}
  71.886 -
  71.887 -MACRO {jacm} {"Journal of the ACM"}
  71.888 -
  71.889 -MACRO {jcss} {"Journal of Computer and System Sciences"}
  71.890 -
  71.891 -MACRO {scp} {"Science of Computer Programming"}
  71.892 -
  71.893 -MACRO {sicomp} {"SIAM Journal on Computing"}
  71.894 -
  71.895 -MACRO {tocs} {"ACM Transactions on Computer Systems"}
  71.896 -
  71.897 -MACRO {tods} {"ACM Transactions on Database Systems"}
  71.898 -
  71.899 -MACRO {tog} {"ACM Transactions on Graphics"}
  71.900 -
  71.901 -MACRO {toms} {"ACM Transactions on Mathematical Software"}
  71.902 -
  71.903 -MACRO {toois} {"ACM Transactions on Office Information Systems"}
  71.904 -
  71.905 -MACRO {toplas} {"ACM Transactions on Programming Languages and Systems"}
  71.906 -
  71.907 -MACRO {tcs} {"Theoretical Computer Science"}
  71.908 -
  71.909 -READ
  71.910 -
  71.911 -FUNCTION {sortify}
  71.912 -{ purify$
  71.913 -  "l" change.case$
  71.914 -}
  71.915 -
  71.916 -INTEGERS { len }
  71.917 -
  71.918 -FUNCTION {chop.word}
  71.919 -{ 's :=
  71.920 -  'len :=
  71.921 -  s #1 len substring$ =
  71.922 -    { s len #1 + global.max$ substring$ }
  71.923 -    's
  71.924 -  if$
  71.925 -}
  71.926 -
  71.927 -FUNCTION {sort.format.names}
  71.928 -{ 's :=
  71.929 -  #1 'nameptr :=
  71.930 -  ""
  71.931 -  s num.names$ 'numnames :=
  71.932 -  numnames 'namesleft :=
  71.933 -    { namesleft #0 > }
  71.934 -    { nameptr #1 >
  71.935 -	{ "   " * }
  71.936 -	'skip$
  71.937 -      if$
  71.938 -      s nameptr "{vv{ } }{ll{ }}{  ff{ }}{  jj{ }}" format.name$ 't :=
  71.939 -      nameptr numnames = t "others" = and
  71.940 -	{ "et al" * }
  71.941 -	{ t sortify * }
  71.942 -      if$
  71.943 -      nameptr #1 + 'nameptr :=
  71.944 -      namesleft #1 - 'namesleft :=
  71.945 -    }
  71.946 -  while$
  71.947 -}
  71.948 -
  71.949 -FUNCTION {sort.format.title}
  71.950 -{ 't :=
  71.951 -  "A " #2
  71.952 -    "An " #3
  71.953 -      "The " #4 t chop.word
  71.954 -    chop.word
  71.955 -  chop.word
  71.956 -  sortify
  71.957 -  #1 global.max$ substring$
  71.958 -}
  71.959 -
  71.960 -FUNCTION {author.sort}
  71.961 -{ author empty$
  71.962 -    { key empty$
  71.963 -	{ "to sort, need author or key in " cite$ * warning$
  71.964 -	  ""
  71.965 -	}
  71.966 -	{ key sortify }
  71.967 -      if$
  71.968 -    }
  71.969 -    { author sort.format.names }
  71.970 -  if$
  71.971 -}
  71.972 -
  71.973 -FUNCTION {author.editor.sort}
  71.974 -{ author empty$
  71.975 -    { editor empty$
  71.976 -	{ key empty$
  71.977 -	    { "to sort, need author, editor, or key in " cite$ * warning$
  71.978 -	      ""
  71.979 -	    }
  71.980 -	    { key sortify }
  71.981 -	  if$
  71.982 -	}
  71.983 -	{ editor sort.format.names }
  71.984 -      if$
  71.985 -    }
  71.986 -    { author sort.format.names }
  71.987 -  if$
  71.988 -}
  71.989 -
  71.990 -FUNCTION {author.organization.sort}
  71.991 -{ author empty$
  71.992 -    { organization empty$
  71.993 -	{ key empty$
  71.994 -	    { "to sort, need author, organization, or key in " cite$ * warning$
  71.995 -	      ""
  71.996 -	    }
  71.997 -	    { key sortify }
  71.998 -	  if$
  71.999 -	}
 71.1000 -	{ "The " #4 organization chop.word sortify }
 71.1001 -      if$
 71.1002 -    }
 71.1003 -    { author sort.format.names }
 71.1004 -  if$
 71.1005 -}
 71.1006 -
 71.1007 -FUNCTION {editor.organization.sort}
 71.1008 -{ editor empty$
 71.1009 -    { organization empty$
 71.1010 -	{ key empty$
 71.1011 -	    { "to sort, need editor, organization, or key in " cite$ * warning$
 71.1012 -	      ""
 71.1013 -	    }
 71.1014 -	    { key sortify }
 71.1015 -	  if$
 71.1016 -	}
 71.1017 -	{ "The " #4 organization chop.word sortify }
 71.1018 -      if$
 71.1019 -    }
 71.1020 -    { editor sort.format.names }
 71.1021 -  if$
 71.1022 -}
 71.1023 -
 71.1024 -FUNCTION {presort}
 71.1025 -{ type$ "book" =
 71.1026 -  type$ "inbook" =
 71.1027 -  or
 71.1028 -    'author.editor.sort
 71.1029 -    { type$ "proceedings" =
 71.1030 -	'editor.organization.sort
 71.1031 -	{ type$ "manual" =
 71.1032 -	    'author.organization.sort
 71.1033 -	    'author.sort
 71.1034 -	  if$
 71.1035 -	}
 71.1036 -      if$
 71.1037 -    }
 71.1038 -  if$
 71.1039 -  "    "
 71.1040 -  *
 71.1041 -  year field.or.null sortify
 71.1042 -  *
 71.1043 -  "    "
 71.1044 -  *
 71.1045 -  title field.or.null
 71.1046 -  sort.format.title
 71.1047 -  *
 71.1048 -  #1 entry.max$ substring$
 71.1049 -  'sort.key$ :=
 71.1050 -}
 71.1051 -
 71.1052 -ITERATE {presort}
 71.1053 -
 71.1054 -SORT
 71.1055 -
 71.1056 -STRINGS { longest.label }
 71.1057 -
 71.1058 -INTEGERS { number.label longest.label.width }
 71.1059 -
 71.1060 -FUNCTION {initialize.longest.label}
 71.1061 -{ "" 'longest.label :=
 71.1062 -  #1 'number.label :=
 71.1063 -  #0 'longest.label.width :=
 71.1064 -}
 71.1065 -
 71.1066 -FUNCTION {longest.label.pass}
 71.1067 -{ number.label int.to.str$ 'label :=
 71.1068 -  number.label #1 + 'number.label :=
 71.1069 -  label width$ longest.label.width >
 71.1070 -    { label 'longest.label :=
 71.1071 -      label width$ 'longest.label.width :=
 71.1072 -    }
 71.1073 -    'skip$
 71.1074 -  if$
 71.1075 -}
 71.1076 -
 71.1077 -EXECUTE {initialize.longest.label}
 71.1078 -
 71.1079 -ITERATE {longest.label.pass}
 71.1080 -
 71.1081 -FUNCTION {begin.bib}
 71.1082 -{ preamble$ empty$
 71.1083 -    'skip$
 71.1084 -    { preamble$ write$ newline$ }
 71.1085 -  if$
 71.1086 -  "\begin{thebibliography}{"  longest.label  * "}" * write$ newline$
 71.1087 -}
 71.1088 -
 71.1089 -EXECUTE {begin.bib}
 71.1090 -
 71.1091 -EXECUTE {init.state.consts}
 71.1092 -
 71.1093 -ITERATE {call.type$}
 71.1094 -
 71.1095 -FUNCTION {end.bib}
 71.1096 -{ newline$
 71.1097 -  "\end{thebibliography}" write$ newline$
 71.1098 -}
 71.1099 -
 71.1100 -EXECUTE {end.bib}
 71.1101 -
    72.1 --- a/0__Papers/VMS/VMS__Foundation_Paper/HotPar_2012/helpers/url.sty	Thu Feb 02 12:22:53 2012 -0800
    72.2 +++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
    72.3 @@ -1,325 +0,0 @@
    72.4 -% url.sty  ver 1.4    02-Mar-1999   Donald Arseneau   asnd@triumf.ca
    72.5 -% Copyright 1996-1999 Donald Arseneau,  Vancouver, Canada.
    72.6 -% This program can be used, distributed, and modified under the terms
    72.7 -% of the LaTeX Project Public License.
    72.8 -%
    72.9 -% A form of \verb that allows linebreaks at certain characters or
   72.10 -% combinations of characters, accepts reconfiguration, and can usually
   72.11 -% be used in the argument to another command.  It is intended for email
   72.12 -% addresses, hypertext links, directories/paths, etc., which normally
   72.13 -% have no spaces.  The font may be selected using the \urlstyle command,
   72.14 -% and new url-like commands can be defined using \urldef.
   72.15 -%
   72.16 -% Usage:    Conditions:
   72.17 -% \url{ }   If the argument contains any "%", "#", or "^^", or ends with
   72.18 -%           "\", it can't be used in the argument to another command.
   72.19 -%           The argument must not contain unbalanced braces.
   72.20 -% \url|  |  ...where "|" is any character not used in the argument and not
   72.21 -%           "{" or a space.  The same restrictions as above except that the
   72.22 -%           argument may contain unbalanced braces.
   72.23 -% \xyz      for "\xyz" a defined-url;  this can be used anywhere, no matter
   72.24 -%           what characters it contains.
   72.25 -%
   72.26 -% See further instructions after "\endinput"
   72.27 -%
   72.28 -\def\Url@ttdo{% style assignments for tt fonts or T1 encoding
   72.29 -\def\UrlBreaks{\do\.\do\@\do\\\do\/\do\!\do\_\do\|\do\%\do\;\do\>\do\]%
   72.30 - \do\)\do\,\do\?\do\'\do\+\do\=}%
   72.31 -\def\UrlBigBreaks{\do\:\do@url@hyp}%
   72.32 -\def\UrlNoBreaks{\do\(\do\[\do\{\do\<}% (unnecessary)
   72.33 -\def\UrlSpecials{\do\ {\ }}%
   72.34 -\def\UrlOrds{\do\*\do\-\do\~}% any ordinary characters that aren't usually
   72.35 -}
   72.36 -\def\Url@do{% style assignments for OT1 fonts except tt
   72.37 -\def\UrlBreaks{\do\.\do\@\do\/\do\!\do\%\do\;\do\]\do\)\do\,\do\?\do\+\do\=}%
   72.38 -\def\UrlBigBreaks{\do\:\do@url@hyp}%
   72.39 -\def\UrlNoBreaks{\do\(\do\[\do\{}% prevents breaks after *next* character
   72.40 -\def\UrlSpecials{\do\<{\langle}\do\>{\mathbin{\rangle}}\do\_{\_%
   72.41 - \penalty\@m}\do\|{\mid}\do\{{\lbrace}\do\}{\mathbin{\rbrace}}\do
   72.42 - \\{\mathbin{\backslash}}\do\~{\raise.6ex\hbox{\m@th$\scriptstyle\sim$}}\do
   72.43 - \ {\ }}%
   72.44 -\def\UrlOrds{\do\'\do\"\do\-}%
   72.45 -}
   72.46 -\def\url@ttstyle{%
   72.47 -\@ifundefined{selectfont}{\def\UrlFont{\tt}}{\def\UrlFont{\ttfamily}}\Url@ttdo
   72.48 -}
   72.49 -\def\url@rmstyle{%
   72.50 -\@ifundefined{selectfont}{\def\UrlFont{\rm}}{\def\UrlFont{\rmfamily}}\Url@do
   72.51 -}
   72.52 -\def\url@sfstyle{%
   72.53 -\@ifundefined{selectfont}{\def\UrlFont{\sf}}{\def\UrlFont{\sffamily}}\Url@do
   72.54 -}
   72.55 -\def\url@samestyle{\ifdim\fontdimen\thr@@\font=\z@ \url@ttstyle \else
   72.56 -  \url@rmstyle \fi \def\UrlFont{}}
   72.57 -
   72.58 -\@ifundefined{strip@prefix}{\def\strip@prefix#1>{}}{}
   72.59 -\@ifundefined{verbatim@nolig@list}{\def\verbatim@nolig@list{\do\`}}{}
   72.60 -
   72.61 -\def\Url{%
   72.62 - \begingroup \let\url@moving\relax\relax \endgroup
   72.63 - \ifmmode\@nomatherr$\fi
   72.64 - \UrlFont $\fam\z@ \textfont\z@\font
   72.65 - \let\do\@makeother \dospecials % verbatim catcodes
   72.66 - \catcode`{\@ne \catcode`}\tw@ \catcode`\ 10 % except braces and spaces
   72.67 - \medmuskip0mu \thickmuskip\medmuskip \thinmuskip\medmuskip
   72.68 - \@tempcnta\fam\multiply\@tempcnta\@cclvi
   72.69 - \let\do\set@mathcode \UrlOrds % ordinary characters that were special
   72.70 - \advance\@tempcnta 8192 \UrlBreaks % bin
   72.71 - \advance\@tempcnta 4096 \UrlBigBreaks % rel
   72.72 - \advance\@tempcnta 4096 \UrlNoBreaks % open
   72.73 - \let\do\set@mathact \UrlSpecials % active
   72.74 - \let\do\set@mathnolig \verbatim@nolig@list % prevent ligatures
   72.75 - \@ifnextchar\bgroup\Url@z\Url@y}
   72.76 -
   72.77 -\def\Url@y#1{\catcode`{11 \catcode`}11
   72.78 -  \def\@tempa##1#1{\Url@z{##1}}\@tempa}
   72.79 -\def\Url@z#1{\def\@tempa{#1}\expandafter\expandafter\expandafter\Url@Hook
   72.80 -  \expandafter\strip@prefix\meaning\@tempa\UrlRight\m@th$\endgroup}
   72.81 -\def\Url@Hook{\UrlLeft}
   72.82 -\let\UrlRight\@empty
   72.83 -\let\UrlLeft\@empty
   72.84 -
   72.85 -\def\set@mathcode#1{\count@`#1\advance\count@\@tempcnta\mathcode`#1\count@}
   72.86 -\def\set@mathact#1#2{\mathcode`#132768 \lccode`\~`#1\lowercase{\def~{#2}}}
   72.87 -\def\set@mathnolig#1{\ifnum\mathcode`#1<32768
   72.88 -   \lccode`\~`#1\lowercase{\edef~{\mathchar\number\mathcode`#1_{\/}}}%
   72.89 -   \mathcode`#132768 \fi}
   72.90 -
   72.91 -\def\urldef#1#2{\begingroup \setbox\z@\hbox\bgroup
   72.92 -  \def\Url@z{\Url@def{#1}{#2}}#2}
   72.93 -\expandafter\ifx\csname DeclareRobustCommand\endcsname\relax
   72.94 -  \def\Url@def#1#2#3{\m@th$\endgroup\egroup\endgroup
   72.95 -    \def#1{#2{#3}}}
   72.96 -\else
   72.97 -  \def\Url@def#1#2#3{\m@th$\endgroup\egroup\endgroup
   72.98 -    \DeclareRobustCommand{#1}{#2{#3}}}
   72.99 -\fi
  72.100 -
  72.101 -\def\urlstyle#1{\csname url@#1style\endcsname}
  72.102 -
  72.103 -% Sample (and default) configuration:
  72.104 -%
  72.105 -\newcommand\url{\begingroup \Url}
  72.106 -%
  72.107 -% picTeX defines \path, so declare it optionally:
  72.108 -\@ifundefined{path}{\newcommand\path{\begingroup \urlstyle{tt}\Url}}{}
  72.109 -%
  72.110 -% too many styles define \email like \address, so I will not define it.
  72.111 -% \newcommand\email{\begingroup \urlstyle{rm}\Url}
  72.112 -
  72.113 -% Process LaTeX \package options
  72.114 -%
  72.115 -\urlstyle{tt}
  72.116 -\let\Url@sppen\@M
  72.117 -\def\do@url@hyp{}% by default, no breaks after hyphens
  72.118 -
  72.119 -\@ifundefined{ProvidesPackage}{}{
  72.120 -  \ProvidesPackage{url}[1999/03/02 \space ver 1.4 \space
  72.121 -       Verb mode for urls, email addresses, and file names]
  72.122 -  \DeclareOption{hyphens}{\def\do@url@hyp{\do\-}}% allow breaks after hyphens
  72.123 -  \DeclareOption{obeyspaces}{\let\Url@Hook\relax}% a flag for later
  72.124 -  \DeclareOption{spaces}{\let\Url@sppen\relpenalty}
  72.125 -  \DeclareOption{T1}{\let\Url@do\Url@ttdo}
  72.126 -  \ProcessOptions
  72.127 -\ifx\Url@Hook\relax % [obeyspaces] was declared
  72.128 -  \def\Url@Hook#1\UrlRight\m@th{\edef\@tempa{\noexpand\UrlLeft
  72.129 -    \Url@retain#1\Url@nosp\, }\@tempa\UrlRight\m@th}
  72.130 -  \def\Url@retain#1 {#1\penalty\Url@sppen\ \Url@retain}
  72.131 -  \def\Url@nosp\,#1\Url@retain{}
  72.132 -\fi
  72.133 -}
  72.134 -
  72.135 -\edef\url@moving{\csname Url Error\endcsname}
  72.136 -\expandafter\edef\url@moving
  72.137 - {\csname url used in a moving argument.\endcsname}
  72.138 -\expandafter\expandafter\expandafter \let \url@moving\undefined 
  72.139 -
  72.140 -\endinput
  72.141 -%
  72.142 -% url.sty  ver 1.4   02-Mar-1999   Donald Arseneau   asnd@reg.triumf.ca
  72.143 -%
  72.144 -% This package defines "\url", a form of "\verb" that allows linebreaks,
  72.145 -% and can often be used in the argument to another command.  It can be
  72.146 -% configured to print in different formats, and is particularly useful for
  72.147 -% hypertext links, email addresses, directories/paths, etc.  The font may
  72.148 -% be selected using the "\urlstyle" command and pre-defined text can be
  72.149 -% stored with the "\urldef" command. New url-like commands can be defined,
  72.150 -% and a "\path" command is provided this way.
  72.151 -%
  72.152 -% Usage:    Conditions:
  72.153 -% \url{ }   If the argument contains any "%", "#", or "^^", or ends with
  72.154 -%           "\", it can't be used in the argument to another command.
  72.155 -%           The argument must not contain unbalanced braces.
  72.156 -% \url|  |  ...where "|" is any character not used in the argument and not
  72.157 -%           "{" or a space.  The same restrictions as above except that the
  72.158 -%           argument may contain unbalanced braces.
  72.159 -% \xyz      for "\xyz" a defined-url;  this can be used anywhere, no matter
  72.160 -%           what characters it contains.
  72.161 -%
  72.162 -% The "\url" command is fragile, and its argument is likely to be very
  72.163 -% fragile, but a defined-url is robust.
  72.164 -%
  72.165 -% Package Option:  obeyspaces
  72.166 -% Ordinarily, all spaces are ignored in the url-text.  The "[obeyspaces]"
  72.167 -% option allows spaces, but may introduce spurious spaces when a url
  72.168 -% containing "\" characters is given in the argument to another command.
  72.169 -% So if you need to obey spaces you can say "\usepackage[obeyspaces]{url}",
  72.170 -% and if you need both spaces and backslashes, use a `defined-url' for
  72.171 -% anything with "\".
  72.172 -%
  72.173 -% Package Option:  hyphens
  72.174 -% Ordinarily, breaks are not allowed after "-" characters because this
  72.175 -% leads to confusion. (Is the "-" part of the address or just a hyphen?)
  72.176 -% The package option "[hyphens]" allows breaks after explicit hyphen
  72.177 -% characters.  The "\url" command will *never ever* hyphenate words.
  72.178 -%
  72.179 -% Package Option:  spaces
  72.180 -% Likewise, breaks are not usually allowed after spaces under the
  72.181 -% "[obeyspaces]" option, but giving the options "[obeyspaces,spaces]"
  72.182 -% will allow breaks at those spaces.
  72.183 -%
  72.184 -% Package Option:  T1
  72.185 -% This signifies that you will be using T1-encoded fonts which contain
  72.186 -% some characters missing from most older (OT1) encoded TeX fonts.  This
  72.187 -% changes the default definition for "\urlstyle{rm}".
  72.188 -%
  72.189 -% Defining a defined-url:
  72.190 -% Take for example the email address "myself%node@gateway.net" which could
  72.191 -% not be given (using "\url" or "\verb") in a caption or parbox due to the
  72.192 -% percent sign.  This address can be predefined with
  72.193 -%    \urldef{\myself}\url{myself%node@gateway.net}   or
  72.194 -%    \urldef{\myself}\url|myself%node@gateway.net|
  72.195 -% and then you may use "\myself" instead of "\url{myself%node@gateway.net}"
  72.196 -% in an argument, and even in a moving argument like a caption because a
  72.197 -% defined-url is robust.
  72.198 -%
  72.199 -% Style:
  72.200 -% You can switch the style of printing using "\urlstyle{tt}", where "tt"
  72.201 -% can be any defined style.  The pre-defined styles are "tt", "rm", "sf",
  72.202 -% and "same" which all allow the same linebreaks but different fonts --
  72.203 -% the first three select a specific font and the "same" style uses the
  72.204 -% current text font.  You can define your own styles with different fonts
  72.205 -% and/or line-breaking by following the explanations below.  The "\url"
  72.206 -% command follows whatever the currently-set style dictates.
  72.207 -%
  72.208 -% Alternate commands:
  72.209 -% It may be desireable to have different things treated differently, each
  72.210 -% in a predefined style; e.g., if you want directory paths to always be
  72.211 -% in tt and email addresses to be rm, then you would define new url-like
  72.212 -% commands as follows:
  72.213 -%
  72.214 -%    \newcommand\email{\begingroup \urlstyle{rm}\Url}
  72.215 -%    \newcommand\directory{\begingroup \urlstyle{tt}\Url}
  72.216 -%
  72.217 -% You must follow this format closely, and NOTE that the final command is
  72.218 -% "\Url", not "\url".  In fact, the "\directory" example is exactly the
  72.219 -% "\path" definition which is pre-defined in the package.  If you look
  72.220 -% above, you will see that "\url" is defined with
  72.221 -%    \newcommand\url{\begingroup \Url}
  72.222 -% I.e., using whatever url-style has been selected.
  72.223 -%
  72.224 -% You can make a defined-url for these other styles, using the usual
  72.225 -% "\urldef" command as in this example:
  72.226 -%
  72.227 -%    \urldef{\myself}{\email}{myself%node.domain@gateway.net}
  72.228 -%
  72.229 -% which makes "\myself" act like "\email{myself%node.domain@gateway.net}",
  72.230 -% if the "\email" command is defined as above.  The "\myself" command
  72.231 -% would then be robust.
  72.232 -%
  72.233 -% Defining styles:
  72.234 -% Before describing how to customize the printing style, it is best to
  72.235 -% mention something about the unusual implementation of "\url".  Although
  72.236 -% the material is textual in nature, and the font specification required
  72.237 -% is a text-font command, the text is actually typeset in *math* mode.
  72.238 -% This allows the context-sensitive linebreaking, but also accounts for
  72.239 -% the default behavior of ignoring spaces.  Now on to defining styles.
  72.240 -%
  72.241 -% To change the font or the list of characters that allow linebreaks, you
  72.242 -% could redefine the commands "\UrlFont", "\UrlBreaks", "\UrlSpecials" etc.
  72.243 -% directly in the document, but it is better to define a new `url-style'
  72.244 -% (following the example of "\url@ttstyle" and "\url@rmstyle") which defines
  72.245 -% all of "\UrlBigbreaks", "\UrlNoBreaks", "\UrlBreaks", "\UrlSpecials", and
  72.246 -% "\UrlFont".
  72.247 -%
  72.248 -% Changing font:
  72.249 -% The "\UrlFont" command selects the font.  The definition of "\UrlFont"
  72.250 -% done by the pre-defined styles varies to cope with a variety of LaTeX
  72.251 -% font selection schemes, but it could be as simple as "\def\UrlFont{\tt}".
  72.252 -% Depending on the font selected, some characters may need to be defined
  72.253 -% in the "\UrlSpecials" list because many fonts don't contain all the
  72.254 -% standard input characters.
  72.255 -%
  72.256 -% Changing linebreaks:
  72.257 -% The list of characters that allow line-breaks is given by "\UrlBreaks"
  72.258 -% and "\UrlBigBreaks", which have the format "\do\c" for character "c".
  72.259 -% The differences are that `BigBreaks' have a lower penalty and have
  72.260 -% different breakpoints when in sequence (as in "http://"): `BigBreaks'
  72.261 -% are treated as mathrels while `Breaks' are mathbins (see The TeXbook,
  72.262 -% p.170). In particular, a series of `BigBreak' characters will break at
  72.263 -% the end and only at the end; a series of `Break' characters will break
  72.264 -% after the first and after every following *pair*; there will be no
  72.265 -% break after a `Break' character if a `BigBreak' follows.  In the case
  72.266 -% of "http://" it doesn't matter whether ":" is a `Break' or `BigBreak' --
  72.267 -% the breaks are the same in either case; but for DECnet nodes with "::"
  72.268 -% it is important to prevent breaks *between* the colons, and that is why
  72.269 -% colons are `BigBreaks'.
  72.270 -%
  72.271 -% It is possible for characters to prevent breaks after the next following
  72.272 -% character (I use this for parentheses).  Specify these in "\UrlNoBreaks".
  72.273 -%
  72.274 -% You can do arbitrarily complex things with characters by making them
  72.275 -% active in math mode (mathcode hex-8000) and specifying the definition(s)
  72.276 -% in "\UrlSpecials".  This is used in the rm and sf styles for OT1 font
  72.277 -% encoding to handle several characters that are not present in those
  72.278 -% computer-modern style fonts.  See the definition of "\Url@do", which
  72.279 -% is used by both "\url@rmstyle" and "\url@sfstyle"; it handles missing
  72.280 -% characters via "\UrlSpecials".  The nominal format for setting each
  72.281 -% special character "c" is: "\do\c{<definition>}", but you can include
  72.282 -% other definitions too.
  72.283 -%
  72.284 -%
  72.285 -% If all this sounds confusing ... well, it is!  But I hope you won't need
  72.286 -% to redefine breakpoints -- the default assignments seem to work well for
  72.287 -% a wide variety of applications.  If you do need to make changes, you can
  72.288 -% test for breakpoints using regular math mode and the characters "+=(a".
  72.289 -%
  72.290 -% Yet more flexibility:
  72.291 -% You can also customize the verbatim text by defining "\UrlRight" and/or
  72.292 -% "\UrlLeft", e.g., for ISO formatting of urls surrounded by "<  >", define
  72.293 -%
  72.294 -%    \renewcommand\url{\begingroup \def\UrlLeft{<url: }\def\UrlRight{>}%
  72.295 -%        \urlstyle{tt}\Url}
  72.296 -%
  72.297 -% The meanings of "\UrlLeft" and "\UrlRight" are *not* reproduced verbatim.
  72.298 -% This lets you use formatting commands there, but you must be careful not
  72.299 -% to use TeX's special characters ("\^_%~#$&{}" etc.) improperly.
  72.300 -% You can also define "\UrlLeft" to reprocess the verbatim text, but the
  72.301 -% format of the definition is special:
  72.302 -%
  72.303 -%    \def\UrlLeft#1\UrlRight{ ... do things with #1 ... }
  72.304 -%
  72.305 -% Yes, that is "#1" followed by "\UrlRight" then the definition.  For
  72.306 -% example, to put a hyperTeX hypertext link in the DVI file:
  72.307 -%
  72.308 -%    \def\UrlLeft#1\UrlRight{\special{html:<a href="#1">}#1\special{html:</a>}}
  72.309 -%
  72.310 -% Using this technique, url.sty can provide a convenient interface for
  72.311 -% performing various operations on verbatim text.  You don't even need
  72.312 -% to print out the argument!  For greatest efficiency in such obscure
  72.313 -% applications, you can define a null url-style where all the lists like
  72.314 -% "\UrlBreaks" are empty.
  72.315 -%
  72.316 -% Revision History:
  72.317 -% ver 1.1 6-Feb-1996: 
  72.318 -% Fix hyphens that wouldn't break and ligatures that weren't suppressed.
  72.319 -% ver 1.2 19-Oct-1996:
  72.320 -% Package option for T1 encoding; Hooks: "\UrlLeft" and "\UrlRight".
  72.321 -% ver 1.3 21-Jul-1997:
  72.322 -% Prohibit spaces as delimiter characters; change ascii tilde in OT1.
  72.323 -% ver 1.4 02-Mar-1999
  72.324 -% LaTeX license; moving-argument-error
  72.325 -% The End
  72.326 -
  72.327 -Test file integrity:  ASCII 32-57, 58-126:  !"#$%&'()*+,-./0123456789
  72.328 -:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~
    73.1 --- a/0__Papers/VMS/VMS__Foundation_Paper/HotPar_2012/helpers/usetex-v1-anon.cls	Thu Feb 02 12:22:53 2012 -0800
    73.2 +++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
    73.3 @@ -1,363 +0,0 @@
    73.4 -\NeedsTeXFormat{LaTeX2e}
    73.5 -\ProvidesClass{usetex-v1-anon}[2002/10/31 v1.2 usetex Usenix article class]
    73.6 -
    73.7 -% usetex-v1.cls - to be used with LaTeX2e for Usenix articles
    73.8 -%
    73.9 -% To use this style file, do this:
   73.10 -%
   73.11 -%    \documentclass{usetex-v1}
   73.12 -%
   73.13 -% The following definitions are modifications of standard article.cls
   73.14 -% definitions, arranged to do a better job of matching the Usenix
   73.15 -% guidelines. and make for convenient Usenix paper writing
   73.16 -%
   73.17 -% Choose the appropriate option:
   73.18 -%
   73.19 -% 1. workingdraft:
   73.20 -%
   73.21 -%       For initial submission and shepherding.  Features prominent
   73.22 -%       date, notice of draft status, page numbers, and annotation
   73.23 -%       facilities.
   73.24 -%
   73.25 -% 2. proof:
   73.26 -%
   73.27 -%         A galley proof identical to the final copy except for page
   73.28 -%         numbering and proof date on the bottom.  Annotations are
   73.29 -%         removed.
   73.30 -%
   73.31 -% 3. webversion:
   73.32 -%
   73.33 -%       A web-publishable version, uses \docstatus{} to indicate
   73.34 -%       publication information (where and when paper was published),
   73.35 -%       and page numbers.
   73.36 -%
   73.37 -% 4. finalversion:
   73.38 -%
   73.39 -%       The final camera-ready-copy (CRC) version of the paper.
   73.40 -%       Published in conference proceedings.  This doesn't include
   73.41 -%       page numbers, annotations, or draft status (Usenix adds
   73.42 -%       headers, footers, and page numbers onto the CRC).
   73.43 -%
   73.44 -% If several are used, the last one in this list wins
   73.45 -%
   73.46 -
   73.47 -%
   73.48 -% In addition, the option "endnotes" permits the use of the
   73.49 -% otherwise-disabled, Usenix-deprecated footnote{} command in
   73.50 -% documents.  In this case, be sure to include a
   73.51 -% \makeendnotes command at the end of your document or
   73.52 -% the endnotes will not actually appear.
   73.53 -%
   73.54 -
   73.55 -\newif\if@draftcopy \newif\ifworkingdraft
   73.56 -\DeclareOption{workingdraft}{\workingdrafttrue\@draftcopytrue}
   73.57 -\newif\ifproof \DeclareOption{proof}{\prooftrue\@draftcopytrue}
   73.58 -\newif\ifwebversion
   73.59 -\DeclareOption{webversion}{\prooftrue\webversiontrue\@draftcopytrue}
   73.60 -\DeclareOption{finalversion}{}
   73.61 -\newif\ifhasendnotes
   73.62 -\DeclareOption{endnotes}{\hasendnotestrue}
   73.63 -
   73.64 -% pass all other options to the article class
   73.65 -\DeclareOption*{%
   73.66 -  \PassOptionsToClass{\CurrentOption}{article}%
   73.67 -}
   73.68 -
   73.69 -% actually process the options
   73.70 -\ProcessOptions
   73.71 -
   73.72 -% usetex is based on article
   73.73 -\LoadClass[twocolumn]{article}
   73.74 -
   73.75 -% Footnotes are not currently allowed, but
   73.76 -% endnotes (while a bad idea) are.
   73.77 -\ifhasendnotes
   73.78 -  \RequirePackage{endnotes}
   73.79 -\fi
   73.80 -
   73.81 -% save any provided document status information
   73.82 -\def\@docstatus{}
   73.83 -\def\docstatus#1{\gdef\@docstatus{#1}}
   73.84 -
   73.85 -\ifworkingdraft
   73.86 -
   73.87 -  % formatting helper for draft notes
   73.88 -  \newcommand{\@noteleader[1]}{%
   73.89 -    {\marginpar{\framebox{\scriptsize\textbf{#1}}}}%
   73.90 -    \bfseries\itshape
   73.91 -  }
   73.92 -
   73.93 -  % put a small anonymous editing note in the draft copy
   73.94 -  \newcommand{\edannote}[1]{{\@noteleader[note] (#1)}}
   73.95 -
   73.96 -  % put a small attributed editing note in the draft copy
   73.97 -  \newcommand{\edatnote}[2]{{\@noteleader[#1] #2}}
   73.98 -
   73.99 -  % put an attributed editing note paragraph in the draft copy
  73.100 -  \newenvironment{ednote}[1]
  73.101 -    {\newcommand{\who}{#1}\@noteleader[\who]}
  73.102 -
  73.103 -  % mark a spot where work has been left off for later
  73.104 -  \newcommand{\HERE}{%
  73.105 -    {\mbox{}\marginpar{\framebox{\textbf{here}}}}{\bf\ldots}}
  73.106 -
  73.107 -\else
  73.108 -
  73.109 -  % dummy versions of editing commands to produce warnings
  73.110 -
  73.111 -  \newcommand{\edannote}[1]{\@latex@warning
  73.112 -    {Leftover edannote command in final version ignored}}
  73.113 -
  73.114 -  \newcommand{\edatnote}[1]{\@latex@warning
  73.115 -    {Leftover edatnote command in final version ignored}}
  73.116 -
  73.117 -  \newsavebox{\@discard}
  73.118 -  \newenvironment{ednote}[1]{\@latex@warning
  73.119 -    {Leftover ednote environment in final version ignored}%
  73.120 -    \begin{lrbox}{\@discard}}{\end{lrbox}}
  73.121 -
  73.122 -  \newcommand{\HERE}{\@latex@warning
  73.123 -    {Leftover HERE command in final version ignored}}
  73.124 -
  73.125 -\fi
  73.126 -
  73.127 -% set up the footers appropriately
  73.128 -\def\@setfoot{%
  73.129 -  \ifwebversion
  73.130 -    % webversions get whatever status the author says
  73.131 -    \gdef\@evenfoot{\@docstatus \hfil \thepage}%
  73.132 -  \else
  73.133 -    % all other drafts get the standard draft footer
  73.134 -    \gdef\@evenfoot{\textbf{Draft:} \@draftdate\hfil \textbf{Page:} \thepage}%
  73.135 -  \fi
  73.136 -  \gdef\@oddfoot{\@evenfoot}%
  73.137 -}
  73.138 -
  73.139 -%
  73.140 -% Usenix wants no page numbers for submitted papers, so that
  73.141 -% they can number them themselves.  Drafts should have
  73.142 -% numbered pages, so they can be edited.
  73.143 -% 
  73.144 -\if@draftcopy
  73.145 -  % Compute a date and time for the draft for use
  73.146 -  % either in \@setfoot (proof) or in \maketitle (workingdraft)
  73.147 -  %
  73.148 -  % Time code adapted from custom-bib/makebst.tex
  73.149 -  % Copyright 1993-1999 Patrick W Daly
  73.150 -  % Max-Planck-Institut f\"ur Aeronomie
  73.151 -  % E-mail: daly@linmp.mpg.de
  73.152 -  \newcount\hour
  73.153 -  \hour=\time
  73.154 -  \divide\hour by 60
  73.155 -  \newcount\minute
  73.156 -  \minute=\hour
  73.157 -  \multiply\minute by 60
  73.158 -  \advance\minute by -\time
  73.159 -  \multiply\minute by -1
  73.160 -  \newcommand{\@draftdate}
  73.161 -    {{\the\year/\/\two@digits{\the\month}/\/\two@digits{\the\day}%
  73.162 -          ~\two@digits{\the\hour}:\two@digits{\the\minute}}}
  73.163 -  \pagestyle{plain}
  73.164 -  \@setfoot
  73.165 -\else
  73.166 -  \pagestyle{empty}
  73.167 -\fi
  73.168 -
  73.169 -% Times-Roman font is nice if you can get it (requires NFSS,
  73.170 -% which is in latex2e).
  73.171 -\usepackage{times}
  73.172 -
  73.173 -% endnote support, as described at
  73.174 -%   http://www.lyx.org/help/footnotes.php
  73.175 -\ifhasendnotes
  73.176 -  \typeout
  73.177 -    {Warning: endnotes support is deprecated (see documentation for details)}
  73.178 -  \let\footnote=\endnote
  73.179 -  \def\enoteformat{\rightskip\z@ \leftskip\z@
  73.180 -       \parindent=0pt\parskip=\baselineskip
  73.181 -       \@theenmark. }
  73.182 -  \newcommand{\makeendnotes}{
  73.183 -    \begingroup
  73.184 -    \def\enotesize{\normalsize}
  73.185 -    \theendnotes
  73.186 -    \endgroup
  73.187 -  }
  73.188 -\else
  73.189 -  \long\gdef\footnote{\@latex@error
  73.190 -    {Deprecated footnote command (see documentation for details)}}
  73.191 -  \long\gdef\endnote{\@latex@error
  73.192 -    {Deprecated endnote command (see documentation for details)}}
  73.193 -\fi
  73.194 -
  73.195 -%
  73.196 -% Usenix margins 
  73.197 -% Gives active areas of 6.45" x 9.0"
  73.198 -%
  73.199 -\setlength{\textheight}{9.0in}
  73.200 -\setlength{\columnsep}{0.25in}
  73.201 -\setlength{\textwidth}{6.45in}
  73.202 -%\setlength{\footskip}{0.0in}
  73.203 -%\setlength{\footheight}{0.0in}
  73.204 -\setlength{\topmargin}{0.0in}
  73.205 -\setlength{\headheight}{0.0in}
  73.206 -\setlength{\headsep}{0.0in}
  73.207 -\setlength{\evensidemargin}{0.0in}
  73.208 -\setlength{\oddsidemargin}{0.0in}
  73.209 -\setlength{\marginparsep}{1.5em}
  73.210 -\setlength{\marginparwidth}{0.35in}
  73.211 -
  73.212 -% The standard maketitle insists on
  73.213 -% messing with the style of the first page.
  73.214 -% Thus, we will wrap maketitle with code to put
  73.215 -% things right again.
  73.216 -\let \save@maketitle=\maketitle
  73.217 -\def\maketitle{
  73.218 -  \save@maketitle
  73.219 -  \if@draftcopy
  73.220 -    \@specialpagefalse
  73.221 -  \else
  73.222 -    \thispagestyle{empty}
  73.223 -  \fi
  73.224 -}
  73.225 -
  73.226 -%
  73.227 -% Usenix titles are in 14-point bold type, with no date, and with no
  73.228 -% change in the empty page headers.  The author section is
  73.229 -% 12 point roman and italic: see below.
  73.230 -%
  73.231 -\def\@maketitle{%
  73.232 -  \newpage
  73.233 -  \null
  73.234 -%  \vskip 3ex%
  73.235 -  \begin{center}%
  73.236 -%  \let \footnote \thanks
  73.237 -  {\Large \bf \@title \par}%            % use 14 pt bold
  73.238 -%  \vskip 2ex%
  73.239 -  {\large
  73.240 -%    \lineskip .5ex%
  73.241 -%    \begin{tabular}[t]{c}%
  73.242 -%      \@author
  73.243 -%    \end{tabular}\par
  73.244 -  }%
  73.245 -  \ifworkingdraft
  73.246 -    \vskip 0.5ex
  73.247 -    \textbf{Draft of \@draftdate}
  73.248 -    \vskip 0.5ex
  73.249 -  \fi
  73.250 -  \ifwebversion
  73.251 -    \vskip 0.5ex
  73.252 -    \textit{Authors and affiliation elided for review.}
  73.253 -    \vskip 0.5ex
  73.254 -  \fi
  73.255 -  \end{center}%
  73.256 -  \par
  73.257 -%  \vskip 2ex
  73.258 -}
  73.259 -
  73.260 -%
  73.261 -% The author section
  73.262 -% should have names in Roman, address in
  73.263 -% italic, e-mail/http in typewriter.
  73.264 -% This is enforced by use of these macros
  73.265 -%
  73.266 -\def\authname#1{{#1}\\}
  73.267 -\def\authaddr#1{\itshape{#1}\\}
  73.268 -\def\authurl#1{{\normalsize #1}\\}
  73.269 -
  73.270 -%
  73.271 -% The abstract is preceded by a 12-pt bold centered heading
  73.272 -%
  73.273 -\def\abstract{\begin{center}%
  73.274 -  {\large\bf \abstractname\vspace{-.5ex}\vspace{\z@}}%
  73.275 -  \end{center}}
  73.276 -\def\endabstract{}
  73.277 -
  73.278 -%
  73.279 -% Main section titles are 12-pt bold.  Lower divisions can
  73.280 -% be same size or smaller: we choose same.
  73.281 -% Main section leading is tight.  Subsection leading is even
  73.282 -% slightly tighter.  All lower divisions are formatted like subsections.
  73.283 -% 
  73.284 -\newcommand\@sectionfont{\reset@font\large\bf}
  73.285 -\newlength\@sectionaboveskip
  73.286 -\setlength\@sectionaboveskip{-0.7\baselineskip
  73.287 -  plus -0.1\baselineskip
  73.288 -  minus -0.1\baselineskip}
  73.289 -\newlength\@sectionbelowskip
  73.290 -\setlength\@sectionbelowskip{0.3\baselineskip
  73.291 -  plus 0.1\baselineskip}
  73.292 -\newlength\@subsectionaboveskip
  73.293 -\setlength\@subsectionaboveskip{-0.5\baselineskip
  73.294 -  plus -0.1\baselineskip}
  73.295 -\renewcommand\section{\@startsection {section}{1}{\z@}%
  73.296 -    {\@sectionaboveskip}{\@sectionbelowskip}{\@sectionfont}}
  73.297 -\newcommand\@gensubsection[2]{\@startsection {#1}{#2}{\z@}%
  73.298 -    {\@subsectionaboveskip}{\@sectionbelowskip}{\@sectionfont}}
  73.299 -\renewcommand\subsection{\@gensubsection{subsection}{2}}
  73.300 -\renewcommand\subsubsection{\@gensubsection{subsubsection}{3}}
  73.301 -%\renewcommand\paragraph{\@gensubsection{paragraph}{4}}
  73.302 -%\renewcommand\subparagraph{\@gensubsection{subparagaph}{5}}
  73.303 -\renewcommand\paragraph{\@startsection{paragraph}{4}{\z@}%
  73.304 -                                    {1.25ex \@plus 0.2ex \@minus 0.2ex}%
  73.305 -                                    {-1.0em}%
  73.306 -                                    {\normalfont\normalsize\bfseries}}
  73.307 -\renewcommand\subparagraph{\@startsection{subparagraph}{5}{\parindent}%
  73.308 -                                    {1.25ex \@plus 0.2ex \@minus 0.2ex}%
  73.309 -                                    {-1.0em}%
  73.310 -                                    {\normalfont\normalsize\bfseries}}
  73.311 -
  73.312 -% List items need to be tightened up.
  73.313 -% There must be a better way than copying
  73.314 -% the definitions to modify the list environment...
  73.315 -\def\@itemspacings{\listparindent=\parindent
  73.316 -  \parsep=0pt\topsep=0.3\baselineskip\partopsep=0pt\itemsep=0pt}
  73.317 -% now make envs use itemspacings
  73.318 -\def\itemize{%
  73.319 -  \ifnum \@itemdepth >\thr@@\@toodeep\else
  73.320 -    \advance\@itemdepth\@ne
  73.321 -    \edef\@itemitem{labelitem\romannumeral\the\@itemdepth}%
  73.322 -    \expandafter
  73.323 -    \list
  73.324 -      \csname\@itemitem\endcsname
  73.325 -      {\@itemspacings\def\makelabel##1{\hss\llap{##1}}}%
  73.326 -  \fi}
  73.327 -\def\enumerate{%
  73.328 -  \ifnum \@enumdepth >\thr@@\@toodeep\else
  73.329 -    \advance\@enumdepth\@ne
  73.330 -    \edef\@enumctr{enum\romannumeral\the\@enumdepth}%
  73.331 -      \expandafter
  73.332 -      \list
  73.333 -        \csname label\@enumctr\endcsname
  73.334 -        {\@itemspacings\usecounter\@enumctr\def\makelabel##1{\hss\llap{##1}}}%
  73.335 -  \fi}
  73.336 -\def\description{%
  73.337 -  \list{}{\labelwidth\z@ \itemindent-\leftmargin
  73.338 -          \@itemspacings\let\makelabel\descriptionlabel}}
  73.339 -
  73.340 -% Bibliography items need to be tightened up.
  73.341 -% Again, there must be a better way than copying
  73.342 -% the definitions to modify the list environment...
  73.343 -\def\thebibliography#1%
  73.344 -     {\section*{\refname}%
  73.345 -      \@mkboth{\MakeUppercase\refname}{\MakeUppercase\refname}%
  73.346 -      \list{\@biblabel{\@arabic\c@enumiv}}%
  73.347 -           {\settowidth\labelwidth{\@biblabel{#1}}%
  73.348 -            \leftmargin\labelwidth
  73.349 -            \advance\leftmargin\labelsep
  73.350 -            \@openbib@code
  73.351 -            \usecounter{enumiv}%
  73.352 -            \let\p@enumiv\@empty
  73.353 -            \renewcommand\theenumiv{\@arabic\c@enumiv}%
  73.354 -            \parsep=0pt}% pack entries
  73.355 -      \sloppy
  73.356 -      \hbadness=8000% mostly don't whine about bibliography fmt
  73.357 -      \clubpenalty=4000%
  73.358 -      \@clubpenalty=\clubpenalty
  73.359 -      \widowpenalty=4000%
  73.360 -      \sfcode`\.\@m}
  73.361 -
  73.362 -% Floating bodies need to be tightened up.
  73.363 -\setlength\textfloatsep{14pt plus 2pt}
  73.364 -\setlength\dbltextfloatsep{\textfloatsep}
  73.365 -\setlength\intextsep{0.8\textfloatsep}
  73.366 -\setlength\abovecaptionskip{8pt minus 2pt}
    74.1 --- a/0__Papers/VMS/VMS__Foundation_Paper/HotPar_2012/helpers/usetex-v1.cls	Thu Feb 02 12:22:53 2012 -0800
    74.2 +++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
    74.3 @@ -1,357 +0,0 @@
    74.4 -\NeedsTeXFormat{LaTeX2e}
    74.5 -\ProvidesClass{usetex-v1}[2002/10/31 v1.2 usetex Usenix article class]
    74.6 -
    74.7 -% usetex-v1.cls - to be used with LaTeX2e for Usenix articles
    74.8 -%
    74.9 -% To use this style file, do this:
   74.10 -%
   74.11 -%    \documentclass{usetex-v1}
   74.12 -%
   74.13 -% The following definitions are modifications of standard article.cls
   74.14 -% definitions, arranged to do a better job of matching the Usenix
   74.15 -% guidelines. and make for convenient Usenix paper writing
   74.16 -%
   74.17 -% Choose the appropriate option:
   74.18 -%
   74.19 -% 1. workingdraft:
   74.20 -%
   74.21 -%       For initial submission and shepherding.  Features prominent
   74.22 -%       date, notice of draft status, page numbers, and annotation
   74.23 -%       facilities.
   74.24 -%
   74.25 -% 2. proof:
   74.26 -%
   74.27 -%         A galley proof identical to the final copy except for page
   74.28 -%         numbering and proof date on the bottom.  Annotations are
   74.29 -%         removed.
   74.30 -%
   74.31 -% 3. webversion:
   74.32 -%
   74.33 -%       A web-publishable version, uses \docstatus{} to indicate
   74.34 -%       publication information (where and when paper was published),
   74.35 -%       and page numbers.
   74.36 -%
   74.37 -% 4. finalversion:
   74.38 -%
   74.39 -%       The final camera-ready-copy (CRC) version of the paper.
   74.40 -%       Published in conference proceedings.  This doesn't include
   74.41 -%       page numbers, annotations, or draft status (Usenix adds
   74.42 -%       headers, footers, and page numbers onto the CRC).
   74.43 -%
   74.44 -% If several are used, the last one in this list wins
   74.45 -%
   74.46 -
   74.47 -%
   74.48 -% In addition, the option "endnotes" permits the use of the
   74.49 -% otherwise-disabled, Usenix-deprecated footnote{} command in
   74.50 -% documents.  In this case, be sure to include a
   74.51 -% \makeendnotes command at the end of your document or
   74.52 -% the endnotes will not actually appear.
   74.53 -%
   74.54 -
   74.55 -\newif\if@draftcopy \newif\ifworkingdraft
   74.56 -\DeclareOption{workingdraft}{\workingdrafttrue\@draftcopytrue}
   74.57 -\newif\ifproof \DeclareOption{proof}{\prooftrue\@draftcopytrue}
   74.58 -\newif\ifwebversion
   74.59 -\DeclareOption{webversion}{\prooftrue\webversiontrue\@draftcopytrue}
   74.60 -\DeclareOption{finalversion}{}
   74.61 -\newif\ifhasendnotes
   74.62 -\DeclareOption{endnotes}{\hasendnotestrue}
   74.63 -
   74.64 -% pass all other options to the article class
   74.65 -\DeclareOption*{%
   74.66 -  \PassOptionsToClass{\CurrentOption}{article}%
   74.67 -}
   74.68 -
   74.69 -% actually process the options
   74.70 -\ProcessOptions
   74.71 -
   74.72 -% usetex is based on article
   74.73 -\LoadClass[twocolumn]{article}
   74.74 -
   74.75 -% Footnotes are not currently allowed, but
   74.76 -% endnotes (while a bad idea) are.
   74.77 -\ifhasendnotes
   74.78 -  \RequirePackage{endnotes}
   74.79 -\fi
   74.80 -
   74.81 -% save any provided document status information
   74.82 -\def\@docstatus{}
   74.83 -\def\docstatus#1{\gdef\@docstatus{#1}}
   74.84 -
   74.85 -\ifworkingdraft
   74.86 -
   74.87 -  % formatting helper for draft notes
   74.88 -  \newcommand{\@noteleader[1]}{%
   74.89 -    {\marginpar{\framebox{\scriptsize\textbf{#1}}}}%
   74.90 -    \bfseries\itshape
   74.91 -  }
   74.92 -
   74.93 -  % put a small anonymous editing note in the draft copy
   74.94 -  \newcommand{\edannote}[1]{{\@noteleader[note] (#1)}}
   74.95 -
   74.96 -  % put a small attributed editing note in the draft copy
   74.97 -  \newcommand{\edatnote}[2]{{\@noteleader[#1] #2}}
   74.98 -
   74.99 -  % put an attributed editing note paragraph in the draft copy
  74.100 -  \newenvironment{ednote}[1]
  74.101 -    {\newcommand{\who}{#1}\@noteleader[\who]}
  74.102 -
  74.103 -  % mark a spot where work has been left off for later
  74.104 -  \newcommand{\HERE}{%
  74.105 -    {\mbox{}\marginpar{\framebox{\textbf{here}}}}{\bf\ldots}}
  74.106 -
  74.107 -\else
  74.108 -
  74.109 -  % dummy versions of editing commands to produce warnings
  74.110 -
  74.111 -  \newcommand{\edannote}[1]{\@latex@warning
  74.112 -    {Leftover edannote command in final version ignored}}
  74.113 -
  74.114 -  \newcommand{\edatnote}[1]{\@latex@warning
  74.115 -    {Leftover edatnote command in final version ignored}}
  74.116 -
  74.117 -  \newsavebox{\@discard}
  74.118 -  \newenvironment{ednote}[1]{\@latex@warning
  74.119 -    {Leftover ednote environment in final version ignored}%
  74.120 -    \begin{lrbox}{\@discard}}{\end{lrbox}}
  74.121 -
  74.122 -  \newcommand{\HERE}{\@latex@warning
  74.123 -    {Leftover HERE command in final version ignored}}
  74.124 -
  74.125 -\fi
  74.126 -
  74.127 -% set up the footers appropriately
  74.128 -\def\@setfoot{%
  74.129 -  \ifwebversion
  74.130 -    % webversions get whatever status the author says
  74.131 -    \gdef\@evenfoot{\@docstatus \hfil \thepage}%
  74.132 -  \else
  74.133 -    % all other drafts get the standard draft footer
  74.134 -    \gdef\@evenfoot{\textbf{Draft:} \@draftdate\hfil \textbf{Page:} \thepage}%
  74.135 -  \fi
  74.136 -  \gdef\@oddfoot{\@evenfoot}%
  74.137 -}
  74.138 -
  74.139 -%
  74.140 -% Usenix wants no page numbers for submitted papers, so that
  74.141 -% they can number them themselves.  Drafts should have
  74.142 -% numbered pages, so they can be edited.
  74.143 -% 
  74.144 -\if@draftcopy
  74.145 -  % Compute a date and time for the draft for use
  74.146 -  % either in \@setfoot (proof) or in \maketitle (workingdraft)
  74.147 -  %
  74.148 -  % Time code adapted from custom-bib/makebst.tex
  74.149 -  % Copyright 1993-1999 Patrick W Daly
  74.150 -  % Max-Planck-Institut f\"ur Aeronomie
  74.151 -  % E-mail: daly@linmp.mpg.de
  74.152 -  \newcount\hour
  74.153 -  \hour=\time
  74.154 -  \divide\hour by 60
  74.155 -  \newcount\minute
  74.156 -  \minute=\hour
  74.157 -  \multiply\minute by 60
  74.158 -  \advance\minute by -\time
  74.159 -  \multiply\minute by -1
  74.160 -  \newcommand{\@draftdate}
  74.161 -    {{\the\year/\/\two@digits{\the\month}/\/\two@digits{\the\day}%
  74.162 -          ~\two@digits{\the\hour}:\two@digits{\the\minute}}}
  74.163 -  \pagestyle{plain}
  74.164 -  \@setfoot
  74.165 -\else
  74.166 -  \pagestyle{empty}
  74.167 -\fi
  74.168 -
  74.169 -% Times-Roman font is nice if you can get it (requires NFSS,
  74.170 -% which is in latex2e).
  74.171 -\usepackage{times}
  74.172 -
  74.173 -% endnote support, as described at
  74.174 -%   http://www.lyx.org/help/footnotes.php
  74.175 -\ifhasendnotes
  74.176 -  \typeout
  74.177 -    {Warning: endnotes support is deprecated (see documentation for details)}
  74.178 -  \let\footnote=\endnote
  74.179 -  \def\enoteformat{\rightskip\z@ \leftskip\z@
  74.180 -       \parindent=0pt\parskip=\baselineskip
  74.181 -       \@theenmark. }
  74.182 -  \newcommand{\makeendnotes}{
  74.183 -    \begingroup
  74.184 -    \def\enotesize{\normalsize}
  74.185 -    \theendnotes
  74.186 -    \endgroup
  74.187 -  }
  74.188 -\else
  74.189 -  \long\gdef\footnote{\@latex@error
  74.190 -    {Deprecated footnote command (see documentation for details)}}
  74.191 -  \long\gdef\endnote{\@latex@error
  74.192 -    {Deprecated endnote command (see documentation for details)}}
  74.193 -\fi
  74.194 -
  74.195 -%
  74.196 -% Usenix margins 
  74.197 -% Gives active areas of 6.45" x 9.0"
  74.198 -%
  74.199 -\setlength{\textheight}{9.0in}
  74.200 -\setlength{\columnsep}{0.25in}
  74.201 -\setlength{\textwidth}{6.45in}
  74.202 -%\setlength{\footskip}{0.0in}
  74.203 -%\setlength{\footheight}{0.0in}
  74.204 -\setlength{\topmargin}{0.0in}
  74.205 -\setlength{\headheight}{0.0in}
  74.206 -\setlength{\headsep}{0.0in}
  74.207 -\setlength{\evensidemargin}{0.0in}
  74.208 -\setlength{\oddsidemargin}{0.0in}
  74.209 -\setlength{\marginparsep}{1.5em}
  74.210 -\setlength{\marginparwidth}{0.35in}
  74.211 -
  74.212 -% The standard maketitle insists on
  74.213 -% messing with the style of the first page.
  74.214 -% Thus, we will wrap maketitle with code to put
  74.215 -% things right again.
  74.216 -\let \save@maketitle=\maketitle
  74.217 -\def\maketitle{
  74.218 -  \save@maketitle
  74.219 -  \if@draftcopy
  74.220 -    \@specialpagefalse
  74.221 -  \else
  74.222 -    \thispagestyle{empty}
  74.223 -  \fi
  74.224 -}
  74.225 -
  74.226 -%
  74.227 -% Usenix titles are in 14-point bold type, with no date, and with no
  74.228 -% change in the empty page headers.  The author section is
  74.229 -% 12 point roman and italic: see below.
  74.230 -%
  74.231 -\def\@maketitle{%
  74.232 -  \newpage
  74.233 -  \null
  74.234 -  \vskip 3ex%
  74.235 -  \begin{center}%
  74.236 -  \let \footnote \thanks
  74.237 -  {\Large \bf \@title \par}%            % use 14 pt bold
  74.238 -  \vskip 2ex%
  74.239 -  {\large
  74.240 -    \lineskip .5ex%
  74.241 -    \begin{tabular}[t]{c}%
  74.242 -      \@author
  74.243 -    \end{tabular}\par}%
  74.244 -  \ifworkingdraft
  74.245 -    \vskip 3ex \textbf{Draft of \@draftdate} \vskip 3ex
  74.246 -  \fi
  74.247 -  \ifwebversion
  74.248 -    \vskip 3ex \textbf{\@docstatus} \vskip 3ex
  74.249 -  \fi
  74.250 -  \end{center}%
  74.251 -  \par
  74.252 -  \vskip 2ex}
  74.253 -
  74.254 -%
  74.255 -% The author section
  74.256 -% should have names in Roman, address in
  74.257 -% italic, e-mail/http in typewriter.
  74.258 -% This is enforced by use of these macros
  74.259 -%
  74.260 -\def\authname#1{{#1}\\}
  74.261 -\def\authaddr#1{\itshape{#1}\\}
  74.262 -\def\authurl#1{{\normalsize #1}\\}
  74.263 -
  74.264 -%
  74.265 -% The abstract is preceded by a 12-pt bold centered heading
  74.266 -%
  74.267 -\def\abstract{\begin{center}%
  74.268 -  {\large\bf \abstractname\vspace{-.5ex}\vspace{\z@}}%
  74.269 -  \end{center}}
  74.270 -\def\endabstract{}
  74.271 -
  74.272 -%
  74.273 -% Main section titles are 12-pt bold.  Lower divisions can
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  74.275 -% Main section leading is tight.  Subsection leading is even
  74.276 -% slightly tighter.  All lower divisions are formatted like subsections.
  74.277 -% 
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  74.279 -\newlength\@sectionaboveskip
  74.280 -\setlength\@sectionaboveskip{-0.7\baselineskip
  74.281 -  plus -0.1\baselineskip
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  74.293 -\renewcommand\subsection{\@gensubsection{subsection}{2}}
  74.294 -\renewcommand\subsubsection{\@gensubsection{subsubsection}{3}}
  74.295 -%\renewcommand\paragraph{\@gensubsection{paragraph}{4}}
  74.296 -%\renewcommand\subparagraph{\@gensubsection{subparagaph}{5}}
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  74.299 -                                    {-1.0em}%
  74.300 -                                    {\normalfont\normalsize\bfseries}}
  74.301 -\renewcommand\subparagraph{\@startsection{subparagraph}{5}{\parindent}%
  74.302 -                                    {1.25ex \@plus 0.2ex \@minus 0.2ex}%
  74.303 -                                    {-1.0em}%
  74.304 -                                    {\normalfont\normalsize\bfseries}}
  74.305 -
  74.306 -% List items need to be tightened up.
  74.307 -% There must be a better way than copying
  74.308 -% the definitions to modify the list environment...
  74.309 -\def\@itemspacings{\listparindent=\parindent
  74.310 -  \parsep=0pt\topsep=0.3\baselineskip\partopsep=0pt\itemsep=0pt}
  74.311 -% now make envs use itemspacings
  74.312 -\def\itemize{%
  74.313 -  \ifnum \@itemdepth >\thr@@\@toodeep\else
  74.314 -    \advance\@itemdepth\@ne
  74.315 -    \edef\@itemitem{labelitem\romannumeral\the\@itemdepth}%
  74.316 -    \expandafter
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  74.318 -      \csname\@itemitem\endcsname
  74.319 -      {\@itemspacings\def\makelabel##1{\hss\llap{##1}}}%
  74.320 -  \fi}
  74.321 -\def\enumerate{%
  74.322 -  \ifnum \@enumdepth >\thr@@\@toodeep\else
  74.323 -    \advance\@enumdepth\@ne
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  74.325 -      \expandafter
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  74.329 -  \fi}
  74.330 -\def\description{%
  74.331 -  \list{}{\labelwidth\z@ \itemindent-\leftmargin
  74.332 -          \@itemspacings\let\makelabel\descriptionlabel}}
  74.333 -
  74.334 -% Bibliography items need to be tightened up.
  74.335 -% Again, there must be a better way than copying
  74.336 -% the definitions to modify the list environment...
  74.337 -\def\thebibliography#1%
  74.338 -     {\section*{\refname}%
  74.339 -      \@mkboth{\MakeUppercase\refname}{\MakeUppercase\refname}%
  74.340 -      \list{\@biblabel{\@arabic\c@enumiv}}%
  74.341 -           {\settowidth\labelwidth{\@biblabel{#1}}%
  74.342 -            \leftmargin\labelwidth
  74.343 -            \advance\leftmargin\labelsep
  74.344 -            \@openbib@code
  74.345 -            \usecounter{enumiv}%
  74.346 -            \let\p@enumiv\@empty
  74.347 -            \renewcommand\theenumiv{\@arabic\c@enumiv}%
  74.348 -            \parsep=0pt}% pack entries
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  74.350 -      \hbadness=8000% mostly don't whine about bibliography fmt
  74.351 -      \clubpenalty=4000%
  74.352 -      \@clubpenalty=\clubpenalty
  74.353 -      \widowpenalty=4000%
  74.354 -      \sfcode`\.\@m}
  74.355 -
  74.356 -% Floating bodies need to be tightened up.
  74.357 -\setlength\textfloatsep{14pt plus 2pt}
  74.358 -\setlength\dbltextfloatsep{\textfloatsep}
  74.359 -\setlength\intextsep{0.8\textfloatsep}
  74.360 -\setlength\abovecaptionskip{8pt minus 2pt}
    75.1 --- a/0__Papers/VMS/VMS__Foundation_Paper/HotPar_2012/latex/11_Dc_27__HW_abstr_for_port_stack.tex	Thu Feb 02 12:22:53 2012 -0800
    75.2 +++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
    75.3 @@ -1,1474 +0,0 @@
    75.4 -%&latex
    75.5 -
    75.6 -
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    75.9 -
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   75.19 -% \cite{} output to follow that of IEEE. Loading the cite package will
   75.20 -% result in citation numbers being automatically sorted and properly
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   75.23 -% \cite will automatically add leading space, if needed. Use cite.sty's
   75.24 -% noadjust option (cite.sty V3.8 and later) if you want to turn this off.
   75.25 -% cite.sty is already installed on most LaTeX systems. Be sure and use
   75.26 -% version 4.0 (2003-05-27) and later if using hyperref.sty. cite.sty does
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   75.28 -% The latest version can be obtained at:
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   75.30 -% The documentation is contained in the cite.sty file itself.
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   75.32 -
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   75.57 -% graphicx was written by David Carlisle and Sebastian Rahtz. It is
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   75.61 -% http://www.ctan.org/tex-archive/macros/latex/required/graphics/
   75.62 -% Another good source of documentation is "Using Imported Graphics in
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   75.73 -%
   75.74 -% You can find documentation about the pdfTeX application at:
   75.75 -% http://www.tug.org/applications/pdftex
   75.76 -
   75.77 -
   75.78 -
   75.79 -
   75.80 -
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  75.116 -% http://www.ctan.org/tex-archive/macros/latex/contrib/algorithms/
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  75.121 -% http://www.ctan.org/tex-archive/macros/latex/contrib/algorithmicx/
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  75.126 -% *** ALIGNMENT PACKAGES ***
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  75.129 -% Frank Mittelbach's and David Carlisle's array.sty patches and improves
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  75.136 -% latest version and documentation can be obtained at:
  75.137 -% http://www.ctan.org/tex-archive/macros/latex/required/tools/
  75.138 -
  75.139 -
  75.140 -%\usepackage{mdwmath}
  75.141 -%\usepackage{mdwtab}
  75.142 -% Also highly recommended is Mark Wooding's extremely powerful MDW tools,
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  75.144 -% and tables, respectively. The MDWtools set is already installed on most
  75.145 -% LaTeX systems. The lastest version and documentation is available at:
  75.146 -% http://www.ctan.org/tex-archive/macros/latex/contrib/mdwtools/
  75.147 -
  75.148 -
  75.149 -% IEEEtran contains the IEEEeqnarray family of commands that can be used to
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  75.151 -% quality.
  75.152 -
  75.153 -
  75.154 -%\usepackage{eqparbox}
  75.155 -% Also of notable interest is Scott Pakin's eqparbox package for creating
  75.156 -% (automatically sized) equal width boxes - aka "natural width parboxes".
  75.157 -% Available at:
  75.158 -% http://www.ctan.org/tex-archive/macros/latex/contrib/eqparbox/
  75.159 -
  75.160 -
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  75.164 -% *** SUBFIGURE PACKAGES ***
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  75.166 -% subfigure.sty was written by Steven Douglas Cochran. This package makes it
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  75.169 -% the amount of white space around the subfigures. subfigure.sty is already
  75.170 -% installed on most LaTeX systems. The latest version and documentation can
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  75.172 -% http://www.ctan.org/tex-archive/obsolete/macros/latex/contrib/subfigure/
  75.173 -% subfigure.sty has been superceeded by subfig.sty.
  75.174 -
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  75.186 -% (recommended due to many improvements over 1.2) of subfig.sty supports
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  75.192 -% The latest version and documentation of caption.sty can be obtained at:
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  75.201 -% fixltx2e, the successor to the earlier fix2col.sty, was written by
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  75.203 -% in the LaTeX2e kernel, the most notable of which is that in current
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  75.209 -
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  75.248 -
  75.249 -
  75.250 -% *** Do not adjust lengths that control margins, column widths, etc. ***
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  75.255 -
  75.256 -
  75.257 -% correct bad hyphenation here
  75.258 -\hyphenation{op-tical net-works semi-conduc-tor}
  75.259 -
  75.260 -
  75.261 -\begin{document}
  75.262 -
  75.263 -\bibliographystyle{plain}
  75.264 -%
  75.265 -
  75.266 -\title{A Hardware Abstraction Suitable for Use at the Base of a Portability Software Stack}
  75.267 -
  75.268 -\author{Sean Halle \and Merten Sach \and BJ}
  75.269 -\institute{Technical University Berlin, Germany}
  75.270 -
  75.271 -\maketitle             
  75.272 -%
  75.273 -
  75.274 -\begin{abstract}
  75.275 -Proposals for a software stack that supports performant portability\cite{} rely on the assumption, among others, that a suitable hardware abstraction exists for the bottom layer. The abstraction must have certain properties:  it must be invisible to upper layers; it must simplify language implementation, in part by hiding details of synchronization and details of network; and at the same time enable high performance, in part by giving the  language control over task placement and exposing memory hierarchy, communication times, and other major performance-related aspects of the hardware.
  75.276 -
  75.277 -In this paper, we show that an abstraction called Virtualized Master-Slave, or VMS \cite{}
  75.278 -satisfies these criteria, and we provide recent measurements to support the case.
  75.279 -
  75.280 -\end{abstract}
  75.281 -
  75.282 -\section{Motivation}
  75.283 -
  75.284 -As stated in the call for papers, wide uptake of high efficiency parallel architectures ``requires new parallel programming paradigms, new methods of application design, new structures for system software, and new models of interaction among applications, compilers, operating systems, and hardware." In short, a new software stack, and players in research and industry organized to supply the pieces of the stack. The goal of the stack is  to make parallel programming the same order of productivity as sequential programming, and to give parallel code similar portability onto newer generations of hardware that sequential code enjoyed.
  75.285 -
  75.286 -The benefit from such a stack is  reducing the cost of parallel software, by making it just as productive as sequential coding, and by allowing  code to be written once then run performantly across hardware targets, including unknown future architectures.
  75.287 -
  75.288 -A recent proposal for achieving this, known as PStack\cite{},  calls for a software stack having a layer of languages (toolchains) at the top, a layer of language runtimes below that, and a hardware abstraction layer at the bottom\cite{}.
  75.289 -
  75.290 -The languages must be designed to capture all information required to specialize the code for high performance across hardware. A computation model, called The Holistic Model\cite{}, suggests that such a canonical set of information exists. PStack proposes to develop the constructs that gather the information, where some constructs are in the form of specialization helpers such as task-resizers and layout modifiers. The application implements the specialization helpers, thereby encoding information about data structures and how to manipulate them.  The seeds of such an approach were laid with work on DKU\cite{}, which demonstrated the success of task-resizing constructs.
  75.291 -
  75.292 -The proposal also suggests the use of the BLIS\cite{} approach for managing multiple toolchains, where each one specializes to a different target. The management includes the  install process, during which the correct toolchain output is paired to the installation target.  Further specialization can thus naturally be added during installation, when exact hardware details are known.  If required, runtime tuning and optimization also fit  within the approach.
  75.293 -
  75.294 -The top layer of the software stack is thus the combination of constructs and managed toolchains. 
  75.295 -Below that, in the middle of the stack, a collection of runtime systems acts as a sort of cross-bar switch, connecting the languages above to a standard hardware abstraction below. 
  75.296 -
  75.297 -The purpose of the bottom abstraction is to minimize the effort to create the runtimes in the middle layer.  It must both hide hardware details and uniform-ize runtime implementation. However, it must not hide performance-critical information from the runtime, which holds the scheduler that decides when tasks become free and where to execute them.  Such scheduling choices need to know the communication paths and memory pools in the hardware, along with latency, bandwidth, capacity and performance.
  75.298 -
  75.299 -A single abstraction can't both hide details and expose those required by the runtimes to attain high performance.  Instead, PStack calls for a  family of abstractions, one for each major type of architecture, including a``hierarchy'' abstraction used to glue together heterogeneous hardware.  In each, only the details critical to performance are exposed to the scheduler in the runtime, thus keeping the number of abstractions needed manageably small, on the order of tens in total.
  75.300 -
  75.301 -This paper's contribution is showing how the Virtualized Master-Slave abstraction\cite{} fits the criteria for the bottom of such a portability software stack.  This includes recent performance results for VMS on a variety of hardware platforms over a selection of benchmarks. 
  75.302 -
  75.303 -
  75.304 -\section{Background on PStack and VMS}
  75.305 -
  75.306 -Describe details of bottom of software stack and details of how cross-bar works, tie to the need for low-work runtime impl, and the need for reuse of runtime code across languages.
  75.307 -
  75.308 -Describe how VMS fulfills those needs.  Details of its interface, details of its impl on multi-core, details of differences on different machines.
  75.309 -Leave as-is for 1x4 and 1x2 -- make entirely different impl for 2x4 and another for 4x10
  75.310 -
  75.311 -\section{Description of How VMS Fits PStack's Requirements}
  75.312 -
  75.313 -\section{Experimental Setup}
  75.314 -
  75.315 -\section{Results}
  75.316 -
  75.317 -\subsection{Performance Results}
  75.318 -Figure X shows the execution time versus task-size curve for Vthread, while Figure X shows the same for pthread, both executed on the SandyBridge 1x4 machine.  The 2x point occurs near X cycles for Vthread, nearly independently from the number of threads created.  Meanwhile, it occurs near X for pthread, for a small number of threads, showing that pthreads has X times higher overhead in the best case.  However, pthreads degrades rapidly as the number of threads is increased.  The system crashes with more than X threads, at which point the overhead of pthreads is X times higher than Vthread (not shown on graph because it's too large).
  75.319 -
  75.320 -When moving to multi-socket machines, things change, as seen in figures X and X.  The central master-lock in the VMS implementation creates a bottleneck for small task sizes.  This causes Vthread to have only a X advantage over pthread for small task sizes.  However, Vthread overhead remains independent of number of threads.
  75.321 -
  75.322 -Likewise, the benchmarks for ray tracking, matrix multiply, and kmeans clustering show that Vthread outperforms pthreads.  They nearly match for large work sizes, but Vthread significantly outperforms for small work sizes, as seen in Figures X and X.
  75.323 -
  75.324 -
  75.325 -\begin{figure}[ht]
  75.326 -\mbox{\subfigure{\includegraphics[width=3in]{fig1.pdf}}\quad
  75.327 -\subfigure{\includegraphics[width=2.3in, angle = -90]{../figures/plots_exec_vs_task_size_v3/cray1_pthreads_8_32_128_512thds__o30000__perfCtrs.result.eps}}
  75.328 -
  75.329 - \caption
  75.330 - {Execution time / total work  vs  size of a task.  The smaller the task, the smaller the distance between scheduling events.  When the ratio reaches 2, the scheduling overhead exactly equals the task size.
  75.331 -  }
  75.332 -\label{figCray1Vthread}
  75.333 -\end{figure}
  75.334 -
  75.335 - \includegraphics[width=2.3in, angle = -90]{../figures/plots_exec_vs_task_size_v3/cray1_pthreads_8_32_128_512thds__o30000__perfCtrs.result.eps} 
  75.336 -\subsection{Implementation Time Results}
  75.337 -As seen in a previous paper on VMS\citation{}, VMS makes runtime implementation quick and easy.  The results are re-printed here to support the claim that VMS meets the PStack requirement of reducing runtime implementation effort. These compare to weeks or months to learn code of a pre-existing multi-threaded runtime, modify it, and debug the multi-threaded implementation.
  75.338 -
  75.339 -Implementation time is reduced by the uniform natrue of VMS-based runtimes, freedom from details hidden by the VMS interface, the helper facilities VMS provides, VMS's debugging facilities, and freedom from multi-threading issues due to VMS's tie-point ordering guarantee.  When combined, they lead to the fast implementation times seen in Table X.  
  75.340 -
  75.341 -
  75.342 -
  75.343 -\section{Future Work and Conclusion}
  75.344 -A semester long 
  75.345 -
  75.346 -
  75.347 -
  75.348 -\section{Planning}
  75.349 -
  75.350 - (6.5" x 9" 10pt 2 col) 
  75.351 -
  75.352 -require new parallel programming paradigms, new methods of application design, new structures for system software, and new models of interaction among applications, compilers, operating systems, and hardware.
  75.353 -
  75.354 -what benefits performant portability will bring
  75.355 -
  75.356 -abstraction must have certain properties to fulfill its role in stack.  Contribution of paper is new results confirming suitability of VMS to be that abstraction.
  75.357 -
  75.358 -The Need: background on portability stack -- the end-goal sought, the fundamentals involved in any solution to provide it, how proposed stack from last year is updated to accord with those fundamentals in achieving end-goal.  The elements of the stack.  What function/role each element serves.
  75.359 -
  75.360 -Describe details of bottom of software stack and details of how cross-bar works, and the need for low-work runtime impl, and the need for reuse of runtime code across languages.
  75.361 -
  75.362 -what need in bottom, to support eco-system\cite{} 
  75.363 - 
  75.364 - Many runtime systems are implemented -- for each language, one runtime for each variant of the abstraction.
  75.365 -
  75.366 -Expect domain-specific languages -- these embed new behaviors into base language.  Different from library because cannot understand the behavior of the call based on the base language alone. The runtime system provides behavior beyond the base language.  This approach makes for quick  creation of languages specialized to narrow domains.
  75.367 -
  75.368 -This approach is likely to fail without performant portability for its user's benefit, and a low-cost way to implement it for the language provider. 
  75.369 -
  75.370 -In effect, just about the only purpose and criteria for judgement of the base abstraction is its ability to reduce effort, and its ability to support the portability features of the upper layers.
  75.371 -
  75.372 -Effort has two aspects: in implementing a new language, and in porting existing languages to new hardware. 
  75.373 -
  75.374 -Support for upper layers is 
  75.375 -
  75.376 -Hence, the two primary aspects of the base hardware abstraction are its ability to reduce the effort of implementing the set of runtime systems for a given language, and its ability to reduce the number of such runtime systems.
  75.377 -
  75.378 -for abstraction in bottom layer, here's VMS, detailed in LCPC paper, with  new results that show it can, indeed, fulfil the base abstraction role for the class of multi-core hardware.
  75.379 -
  75.380 -
  75.381 -
  75.382 -
  75.383 -
  75.384 -
  75.385 -
  75.386 -
  75.387 -
  75.388 -
  75.389 -
  75.390 -
  75.391 -  
  75.392 -
  75.393 -
  75.394 -
  75.395 -
  75.396 -
  75.397 -Describe details of bottom of software stack and details of how cross-bar works, tie to the need for low-work runtime impl, and the need for reuse of runtime code across languages.
  75.398 -
  75.399 -Describe how VMS fulfills those needs.  Details of its interface, details of its impl on multi-core, details of differences on different machines.
  75.400 -Leave as-is for 1x4 and 1x2 -- make entirely different impl for 2x4 and another for 4x10
  75.401 -?
  75.402 -\section{old stuff}
  75.403 -
  75.404 -A common theme among parallel language designers, parallel OS implementers and parallel hardware architects is the need for a clean, portable hardware abstraction.  Locks, with thread-constructs built above them, have failed due to interrelated issues: requiring system-wide quorum on each acquisition of a lock, limited semantics of lock-hardware, and its black-box nature which freezes out the OS and language runtimes. 
  75.405 -
  75.406 - We argue that lock-oriented hardware plays a major role in the  failure to achieve top-to-bottom integrated cooperation between application, langauge runtime, hardware management in the OS, and the hardware itself.  We further argue that this kind of integration is  a necessary (but not sufficient) requirement for efficient portability of applications. Both arguments are expounded upon in the dissertation of Halle[].
  75.407 -
  75.408 -We further claim that  every application-level synchronization or parallelism construct is a coupling, of semantic-behavior to  a mechanism that  orders events among application timelines.  Even the CAS instruction combines compare and swap semantics with an order-establishing hardware mechanism. The mechanism guarantees that CAS instructions from different cores receive a sequential ordering, and is implemented in the memory system, where it establishes sole access of one core to the specified address, Meanwhile, the "Compare and swap" semantics may be implemented in the core, providing the behavior of the access. When several kinds of lock-establishing instruction are available, they all use the same memory-system hardware to establish ordering, and simply implement different behavior on top of it.  The OS or language runtime code then use these instructions to establish ordering among the cores, and implement  semantics of more complex constructs  on top of that.
  75.409 -
  75.410 -What would happen, then, if the semantic-behavior were separated from the establishment of ordering? In this case, the order-establishment mechanism would have no behavior usable in a program. It would have to be coupled with code fragments that add semantic behavior.
  75.411 -
  75.412 -Such a separation is what this paper proposes, and presents an implementation in user-space for multi-core shared memory processors,
  75.413 -
  75.414 -  
  75.415 -
  75.416 -?
  75.417 -
  75.418 -a rich interface between scheduling and hardware that enables adaptation to target hardware characteristics for higher performance, and integration into a cross-language framework
  75.419 -
  75.420 -  ?
  75.421 -
  75.422 - This abstraction is not directly usable by application
  75.423 -  programmers.  Instead, application-visible behavior is implemented
  75.424 -in a semantical plugin, and then invoked via a language or library
  75.425 -  that uses the plugin.  The main benefit is that parallel language
  75.426 -  runtimes become simpler to implement, because they use sequential
  75.427 -  algorithms for the parallel semantics. This is possible because the
  75.428 -  abstraction makes available a virtual time in which events in
  75.429 -  different program time-lines are sequentialized.  The parallel
  75.430 -  semantics relate events in different time-lines via relating the
  75.431 -  sequentialized versions within the virtual time-line.
  75.432 -
  75.433 -?
  75.434 -
  75.435 -Thread parallelism constructs have been well documented to be
  75.436 -difficult to program with. They directly expose low-level concurrency
  75.437 -to the programmer. Arbitrary non-deterministic behavior and deadlocks
  75.438 -can arise from improperly synchronized code. Efficient execution
  75.439 -requires non-blocking algorithms whose correctness requires deep
  75.440 -understanding of weakly consistent memory models. In addition, the
  75.441 -operating system abstraction for threads comes with a very high
  75.442 -context-switching and synchronization overhead.
  75.443 -
  75.444 -%% AC. The following is wrong.
  75.445 -%\paragraph{\bf Problems with threads: } Thread parallelism constructs have been well documented to be difficult to program with. In addition, threads are problematic when one has multiple physical cores because the thread abstraction hides the hardware, disabling control over placement of tasks.  High performance requires such control. Hence, not only are threads  difficult to use directly in applications, but they prevent easier parallelism constructs from being built on top of them that have high performance.
  75.446 -
  75.447 -%\paragraph{\bf Partial solution: } To deal with this, in practice, a language's runtime turns off
  75.448 -
  75.449 -\paragraph*{A partial solution.}
  75.450 -
  75.451 -To deal with the last problem, a parallel language's runtime turns off
  75.452 -operating system threads by pinning one to each physical core.  This
  75.453 -way, the custom runtime is assured that the software thread is
  75.454 -one-to-one with a physical core. It then implements a user-level
  75.455 -thread package that lets it control which OS thread a computational
  75.456 -task is assigned to. Finally, the runtime then implements the
  75.457 -language's parallel semantics in terms of those user threads.
  75.458 -
  75.459 -The user-level threading approach addresses the system overhead issue,
  75.460 -but it still hides important events such as input-output or
  75.461 -node-to-node communications in a cluster.
  75.462 -%% AC. Irrelevant for a parallelism-centric paper
  75.463 -%software faults, and other hardware events
  75.464 -Hence, the more scalable runtimes need to coordinate task assignment
  75.465 -to cores with application access of input and output, memory
  75.466 -allocation over non-uniform cache and memory hierarchies, offloading
  75.467 -to hardware accelerators, power management, and inter-node
  75.468 -communication in a cluster.  The user-level threading approach also
  75.469 -makes the parallel runtime implementation cumbersome, error-prone and
  75.470 -complex, because it is still written in terms of threads.
  75.471 -
  75.472 -Overall, parallel language implementations must deal with a number of
  75.473 -challenges normally deferred to the operating system, and they still
  75.474 -suffer from the complexity of non-blocking shared memory
  75.475 -concurrency.
  75.476 -
  75.477 -Ideally, the OS would provide a mutable hardware abstraction,
  75.478 -along with a selection of customizations or mutations that provide convenient
  75.479 -parallelism constructs for applications to use. It should allow
  75.480 -languages to provide their own parallel semantics.  The language
  75.481 -runtime would then provide a secure way for the runtime to access
  75.482 -kernel-only hardware mechanisms. It could interact directly with the
  75.483 -kernel to manage physical resources, in a low-overhead way.
  75.484 -One benefit of this arrangement is the chance to implement a
  75.485 -language's runtime directly as a plugin, which gives it the ability to
  75.486 -control which task is assigned to which processing element at which
  75.487 -time.  This enables high performance and low-energy data affinity
  75.488 -techniques. For example, the runtime could track data within the
  75.489 -memory hierarchy and assign tasks to locations close to their consumed
  75.490 -data.
  75.491 -
  75.492 -% \paragraph{\bf Support for portability: } This separation between
  75.493 -% application executable and language runtime also supports
  75.494 -% portability. It packages the language-specific scheduler into a
  75.495 -% separate machine-specific module that is separately installed. The
  75.496 -% scheduler is thus optimized for the combination of language with
  75.497 -% hardware. This isn't a full solution to portability but it is a needed
  75.498 -% precursor.
  75.499 -
  75.500 -% An interesting portability technique enabled by a separate
  75.501 -% language-plus-hardware specific runtime is tracking which cores are
  75.502 -% likely to already have data in the cache which a new task requires as
  75.503 -% input. It could place tasks where the input data is likely to reside,
  75.504 -% reducing communication to increase performance and power efficiency.
  75.505 -
  75.506 -\paragraph*{Contribution.}
  75.507 -
  75.508 -We show in this paper the definition and implementation of such a
  75.509 -mutable hardware abstraction, albeit at user-level rather than in
  75.510 -the kernel.  It lets a language runtime be implemented as
  75.511 -a plugin, which includes parallelism constructs and assignment of
  75.512 -tasks to cores.
  75.513 -
  75.514 -We focus in this introductory paper on the definition of the
  75.515 -abstraction and its support for parallelism constructs, postponing
  75.516 -exploration of assignment of tasks onto cores and other performance
  75.517 -optimizations to following papers. This paper establishes a definition
  75.518 -of multiple time-lines in a program, and a virtual time that
  75.519 -sequentializes events within those. It demonstrates three sets of
  75.520 -parallelism constructs: synchronous \texttt{send}-\texttt{receive}
  75.521 -motivated by process calculi; \texttt{spawn} and \texttt{sync} from
  75.522 -Cilk {\cite{Fri98,CILKHome}}; and \texttt{mutex} and \texttt{condition
  75.523 -  variable} from pthreads.  The assignment policy we implemented with
  75.524 -them is simply first-come first-served.
  75.525 -
  75.526 -We call the abstraction Virtualized Master-Slave, or VMS. It is
  75.527 -essentially a definition of virtualized time on parallel hardware. It
  75.528 -exports facilities, to a plugin, to create virtual processors and
  75.529 -control how their timelines relate to each other, and relate to
  75.530 -physical time. It also exports facilities, for a library to use, to
  75.531 -suspend a virtual processor and interact with the plugin. The plugin
  75.532 -embodies most of a language's runtime, while the library is the
  75.533 -application's gateway to that runtime.
  75.534 -
  75.535 -\paragraph*{Organization of paper.}
  75.536 -
  75.537 -Section~\ref{secAbsModel} provide the original concepts and
  75.538 -definitions of VMS. Section~\ref{secInternal} focuses on the
  75.539 -implementation, describing the elements and how they interact, then
  75.540 -relating them back to the theoretical definition.
  75.541 -Section~\ref{secApp} takes the point of view of the application code,
  75.542 -studying the usage and implementation of parallel language constructs
  75.543 -as a VMS plugin. To wrap up, measurements of effectiveness appear in
  75.544 -Section~\ref{secResults} and conclusions in
  75.545 -Section~\ref{secConclusion}.
  75.546 -
  75.547 -\section{Background and Related Work}
  75.548 -
  75.549 -All synchronization constructs establish an ordering between program timelines.  We formalize this with the notion of a tie-point and provide a hardware-neutral interface for establishing tie-points. To build synchronization constructs such as locks, condition variables, send-receive, spawn-sync, and so on, we couple the tie-point interface with a virtual timeline that establishes a global ordering of events from software timelines. The combination simplifies implementing synchronization primitives by allowing sequential algorithms to be used, without a performance penalty.  
  75.550 -
  75.551 -This approach has the benefit of separating the semantics of synchronization from the mapping, of software timelines onto physical-core timelines.  The hardware used to perform the mapping is hidden below the interface, and controlled by the runtime by invoking the interface, This improves portability, allows reuse, and shifts  runtimes down into the OS kernel level, providing performance benefits.
  75.552 -The language runtime gains secure access to all kernel level hardware mechanisms, and hardware resources are managed by dialog between runtime and interface, potentially alleviating a major challenge in parallel OS architecture.  The semantics of the tie-point interface makes such a dialog practical, portable, and efficient, as opposed to current issues caused by the semantics of lock hardware such as TAS and CAS instructions.
  75.553 -
  75.554 -In this paper, we introduce the approach with a user-level implementation, deferring Linux integration and hardware support to future papers.
  75.555 -We focus on the formal model of tie-points, details of our proof-of-concept implementation,
  75.556 -and connecting these to application code.
  75.557 -
  75.558 -
  75.559 -  
  75.560 -  We demonstrate
  75.561 -  the low overhead of the interface and quickness to implement a runtime on three sets
  75.562 -  of parallelism constructs: rendez-vous style \texttt{send} and
  75.563 -  \texttt{receive}; Cilk style \texttt{spawn} and \texttt{sync}, which
  75.564 -  have similar performance to Cilk 5.4; and \texttt{mutex} and
  75.565 -  \texttt{condition variable} constructs from pthreads, which have 80x
  75.566 -  lower overhead than Linux thread operations.  Development time
  75.567 -  averaged just over one day per set as opposed to weeks for equivalent lock-based implementations.
  75.568 -
  75.569 -
  75.570 -
  75.571 -User-level thread packages and most parallel language runtimes have to
  75.572 -side-step OS threads, by pinning one to each core, which effectively
  75.573 -gives the user-level package control over the core. Our VMS
  75.574 -implementation also does this. We are not claiming in this paper to
  75.575 -have the OS level implementation of VMS that is possible -- but just
  75.576 -the user-space version.
  75.577 -
  75.578 -\paragraph*{Related work.}
  75.579 -
  75.580 -The most closely related work is Scheduler Activations
  75.581 -\cite{SchedActivations}, which also allows modifying concurrency
  75.582 -constructs and controlling assignment of virtual processors onto
  75.583 -cores. However it has no virtual time to guarantee globally consistent
  75.584 -sequentialization, and no interface for plugins.
  75.585 -
  75.586 -BOM \cite{BOMinManticore}, which is used in Manticore to express
  75.587 -scheduling policies and synchronization, also bears resemblances to
  75.588 -VMS, but at a higher level of abstraction. BOM is a functional
  75.589 -language, rather than a primitive abstraction meant to sit at the
  75.590 -hardware-software boundary as VMS is.
  75.591 -
  75.592 -Coroutines is a high-performance means of switching between
  75.593 -tasks. Coroutine scheduling and stack handling techniques were well
  75.594 -suited to the user-space implementation of VMS.
  75.595 -
  75.596 -Other related work either provides an abstraction of the thread model,
  75.597 -or is a full language with specific parallelism constructs. As a
  75.598 -protypic example of user-level threads, Cilk {\cite{Fri98,CILKHome}}
  75.599 -provides a simplified abstraction with an efficient scheduling and
  75.600 -load balancing algorithm, but limited to fork-join concurrency. OpenMP
  75.601 -{\cite{OpenMPHome}} is a typical example of a parallel extension of
  75.602 -sequential languages; it allows creating tasks and controlling their
  75.603 -execution order. We claim that both Cilk and OpenMP, as well as most
  75.604 -thread abstractions or parallel languages may be implemented via
  75.605 -plugins to VMS, with similar performance.
  75.606 -
  75.607 -In contrast to thread abstractions and parallel programming languages,
  75.608 -VMS doesn't impose its own low-level concurrency semantics as a
  75.609 -programming model, but rather takes preferred ones as plugins. This
  75.610 -makes it not a language itself, but a \emph{support} mechanism to
  75.611 -implement language runtimes. Parallelism constructs may be implemented
  75.612 -as VMS plugins, easily, quickly, and with high performance as
  75.613 -indicated in Section~\ref{secResults}.
  75.614 -
  75.615 -This work presents a first incarnation and evaluation of VMS. We plan
  75.616 -to explore the embedding into VMS of a variety of parallel languages,
  75.617 -with a special interest for coordination languages
  75.618 -\cite{Gelernter85Linda,CnCInHotPar,CnCHome}. We will also explore
  75.619 -VMS's compatibility with different concurrent semantics
  75.620 -\cite{Kah74,hoare78,milner99,Hewitt10,Actors97}. One particularly
  75.621 -important application would be to use VMS to facilitate the design and
  75.622 -implementation of the emerging hybrid programming models, such as
  75.623 -MPI+OpenMP, or OpenMP+OpenCL \cite{Car10,OpenCLHome}.
  75.624 -
  75.625 -\paragraph*{Virtual Processor (VP).}
  75.626 -
  75.627 -We want to avoid the confusion associated with the various
  75.628 -interpretation for the the terms ``thread'' and ``task'' so will use
  75.629 -the term \emph{Virtual Processor} (VP), which we define as state in
  75.630 -combination with the ability to animate code or an additional level of
  75.631 -virtual processors. The state consists of a program counter, a stack
  75.632 -with its contents, a pointer to top of stack, and a pointer to the
  75.633 -current stack frame.
  75.634 -
  75.635 -\section{Abstract Definition of VMS}
  75.636 -\label{secAbsModel}
  75.637 -
  75.638 -We start with an intuitive overview, then precise the definitions and
  75.639 -properties in the following sub-sections.
  75.640 -
  75.641 -\paragraph*{Intuitive Overview.}
  75.642 -
  75.643 -VMS is concerned primarily with time and guarantees about it. This is
  75.644 -because parallelism constructs control how the time-lines of different
  75.645 -virtual processors intersect. They also guarantee relations of time
  75.646 -lines to hardware events.
  75.647 -
  75.648 -As an example, consider a program that writes into a data structure in
  75.649 -one time-line, then calls a \texttt{send} construct, meanwhile in a
  75.650 -different time-line it calls the \texttt{receive} construct then reads
  75.651 -the data structure. The constructs should guarantee that all data
  75.652 -written before the \texttt{send} is readable in the other time-line
  75.653 -after the \texttt{receive}.
  75.654 -
  75.655 -%% AC. Too early.
  75.656 -% VMS provides a primitive guarantee that
  75.657 -% plugin code builds upon to provide such higher-level guarantees. The
  75.658 -% primitive guarantee is defined in Section~\ref{scTime}, after the
  75.659 -% necessary vocabulary is established.
  75.660 -
  75.661 -To support parallelism constructs, VMS provides: primitive operations
  75.662 -to create and suspend VPs; a way for plugged-in code to control when
  75.663 -each VP is (re)started; and time-related guarantees. These are
  75.664 -enforced on all hardware, be it shared memory or distributed, with
  75.665 -strong memory consistency or weak.
  75.666 -
  75.667 -\paragraph*{Definition in three parts.}
  75.668 -
  75.669 -The definition we give is for VMS \emph{with plugins present}.  Hence,
  75.670 -the definition includes the behavior of any parallelism construct
  75.671 -implementable with VMS.  We give the abstract definition in three
  75.672 -parts: a definition of the elements of a VMS computation system; a
  75.673 -definition of time and the key VMS guarantee; and a definition of
  75.674 -virtual processor scheduling states and transitions between them.
  75.675 -
  75.676 -%% AC. Too early, Master has not been defined. I renamed VMS-core into
  75.677 -%% VMS afterwards, finding no ambiguity.
  75.678 -% The Master mentioned in the definition is an abstract entity, with a
  75.679 -% plugin present. In practice, this Master entity is implemented as part
  75.680 -% of a core VMS, and plugins later added. This VMS-core is the hardware
  75.681 -% abstraction. It hides the physical hardware behind an interface that
  75.682 -% creates virtual processors and enforces well-defined time-behavior.
  75.683 -
  75.684 -\subsection{The Elements of a VMS Computation System}
  75.685 -
  75.686 -\begin{itemize}
  75.687 -\item A VMS program has multiple VPs, which are Slaves, each with an
  75.688 -  independent time-line.
  75.689 -\item A schedule of Slaves is generated by a Master entity, from
  75.690 -  within separate time-line(s).
  75.691 -\item A schedule is defined as the set of points at which VPs are
  75.692 -  (re)animated.
  75.693 -\item All semantic parallelism behavior is invoked via communication
  75.694 -  with the Master.
  75.695 -\item Communication with the Master happens by using a VMS primitive,
  75.696 -  which causes \emph{voluntary} suspension of the program's VP.
  75.697 -\end{itemize}
  75.698 -
  75.699 -What is important here is that the choice of which VP is animated, at
  75.700 -which point, happens in a separate time-line; and that the VPs suspend
  75.701 -voluntarily for each parallelism construct. This means that
  75.702 -\emph{scheduling is separated from the program code}, the key point.
  75.703 -
  75.704 -The Master entity appears to be a single entity to the slaves, but may
  75.705 -be implemented by multiple Master VPs hidden inside the VMS
  75.706 -implementation.
  75.707 -
  75.708 -VPs use the Master as an intermediary to: semantically communicate
  75.709 -with each other; cause creation of new program VPs; and to influence
  75.710 -re-animation of VPs. As a subtlety, notice that hardware mechanisms,
  75.711 -such as coherent shared memory, allow communication to take place that
  75.712 -is not visible to the parallelism constructs. This is not allowed with
  75.713 -VMS: parallelism constructs of the language, and through them VMS
  75.714 -primitives, must be separately called in order to make use of shared
  75.715 -variable communication safe.
  75.716 -
  75.717 -%% AC. Calling memory a processing element only adds confusion.
  75.718 -% {\bf Definitions:\ }VMS is intended only for hardware systems that
  75.719 -% consist of processing elements connected by communication.  We define
  75.720 -% a memory-space to be a processing element, albeit without the ability
  75.721 -% to transform data.
  75.722 -
  75.723 -We define a \emph{physical core} to be a processing element executing
  75.724 -a sequential stream of instructions.
  75.725 -
  75.726 -We define a program-time as the sequence of instructions animated by a
  75.727 -Slave VP, which is eventually animated by a physical core. A Slave VP
  75.728 -has associated \emph{scheduling state} that, among other things,
  75.729 -relates to how its program-time progresses relative to physical time
  75.730 -on the cores.
  75.731 -
  75.732 -\subsection{Time in VMS}
  75.733 -\label{secTime}
  75.734 -
  75.735 -VMS has three levels of time: \emph{Program time}, \emph{Master time},
  75.736 -and \emph{Virtual time}.
  75.737 -
  75.738 -\begin{itemize}
  75.739 -\item Program time is local to a Slave VP, measured in instruction
  75.740 -  executions.
  75.741 -\item Master time is hidden from the program and is independent from
  75.742 -  all Program times.
  75.743 -\item Virtual time is the ordered set of changes in scheduling state
  75.744 -  of Slave VPs.
  75.745 -\end{itemize}
  75.746 -
  75.747 -What is most important here is that Virtual time defines a global
  75.748 -sequential ordering. This ordering is consistent with the key VMS
  75.749 -guarantee (given below), and each point in it is computed within
  75.750 -Master time.
  75.751 -
  75.752 -Also, the independence between program times and master time has
  75.753 -subtle advantages. It enables elegant enforcement of the VMS
  75.754 -guarantee, and implementation simplifications that become clear after
  75.755 -gaining deep implementation knowledge.
  75.756 -
  75.757 -In VMS, each event relevant to parallel semantics is tied to a
  75.758 -transition of the state of a Slave VP. This means that implementing
  75.759 -the behavior of parallel semantics is equivalent to controlling the
  75.760 -order of transitions of state of virtual processors.
  75.761 -
  75.762 -\paragraph*{Definition.}
  75.763 -
  75.764 -The stream of instructions in a given program-time is broken into a
  75.765 -number of \emph{trace-segments}, separated by suspension points. Each
  75.766 -trace-segment is animated by a single physical core, but not
  75.767 -necessarily the same core as animated the other trace segments. A
  75.768 -suspend point is created by a Slave VP executing the ``suspend''
  75.769 -primitive provided by VMS. A suspend point has no duration in program
  75.770 -time, but has distinct start and end points in virtual time. The
  75.771 -end-suspension points of two different program times can be tied
  75.772 -together within virtual time, which is called a \emph{tie point} and
  75.773 -has special significance to parallel constructs. The physical time of
  75.774 -a core has no relationship to any program time, except for the various
  75.775 -time-guarantees in this definition of VMS.
  75.776 -
  75.777 -\begin{figure}[ht]
  75.778 - \includegraphics[width=5in]{../figures/Time_in_VMS_1.eps}
  75.779 - \caption
  75.780 - {Mapping program time onto Virtual time. \ The
  75.781 -  Master controls creation of new program time lines, and ending suspend
  75.782 -  points. Here, it has ended two suspend points at a common tie-point.
  75.783 -  }
  75.784 -\label{figTimeMapping}
  75.785 -\end{figure}
  75.786 -
  75.787 -\paragraph*{Relating time-lines to each other.}
  75.788 -
  75.789 -Figure \ref{figTimeMapping} illustrates how trace-segments relate to
  75.790 -suspend points, and map onto virtual time. A trace segment starts in
  75.791 -virtual time where suspend is ended, as seen.  In fact, the two trace
  75.792 -segments shown have a common start-point within virtual time. This is
  75.793 -because the parallelism semantics chose to start them at the same
  75.794 -point -- this is what a tie point is.  A key note is that the lengths
  75.795 -in virtual time have no relation to the lengths in program-time. The
  75.796 -only defined feature is that those two trace-segments have a common
  75.797 -start-point in virtual time. This means that the two suspend points
  75.798 -are considered to be tied together.
  75.799 -
  75.800 -\paragraph*{The key VMS guarantee.}
  75.801 -
  75.802 -Being tied together means that all physical events that can be
  75.803 -observed by both program-times are covered by the key VMS guarantee:
  75.804 -any events triggered before the common suspend point in one program
  75.805 -time are guaranteed visible in the other program time after the common
  75.806 -suspend point. They {\em{might}} be visible before, but it's not
  75.807 -guaranteed. In addition, events triggered after the common suspend
  75.808 -point in one are guaranteed not visible before the common suspend
  75.809 -point in the other. This two-part guarantee is a fundamental design
  75.810 -property of VMS.
  75.811 -
  75.812 -Intuitively, a tie-point separates before it from after such that tied
  75.813 -program times agree (illustrated with code in Section \ref{secApp}
  75.814 -Figure \ref{figAnimVP}). But the subtlety is that events triggered
  75.815 -before the tie-point, {\em{might}} be visible to the other before, and
  75.816 -ones triggered after {\em{might not}} be visible to the other after --
  75.817 -physical events triggered before are only guaranteed visible
  75.818 -{\em{after}} the tie point, and events after are only guaranteed
  75.819 -{\em{not}} visible {\em{before}} the tie point.
  75.820 -
  75.821 -This is a form of bounded non-determinism. The pattern of suspension
  75.822 -end-points determines which trace-segments overlap in Virtual time,
  75.823 -and events triggered in one might be visible in overlapped ones. But
  75.824 -no guarantees cover these. If one segment tries to observe, it will
  75.825 -see events triggered by overlapped segments in non-deterministic
  75.826 -order.
  75.827 -
  75.828 -The VMS implementation defines which physical events are covered by
  75.829 -the key VMS guarantee (reads/writes, network communication, DMA, I/O).
  75.830 -
  75.831 -\paragraph*{Globally consistent sequential order.}
  75.832 -
  75.833 -VMS maps suspend-start, suspend-end, and hence tie-points, to a
  75.834 -globally-consistent sequential order in Virtual time. This enables one
  75.835 -of VMS's key benefits: sequential algorithms for parallel constructs.
  75.836 -
  75.837 -Tie points define parallel behavior, so an implementation of how to
  75.838 -choose tie points equals an implementation of parallel constructs. The
  75.839 -Master chooses tie-points, so plugging code to choose tie-points into
  75.840 -the Master equals plugging in parallel constructs.
  75.841 -
  75.842 -\subsection{Scheduling State}
  75.843 -
  75.844 -Scheduling state is used in VMS to organize internal activity, for
  75.845 -enforcing the guarantees.
  75.846 -
  75.847 -\begin{itemize}
  75.848 -\item VPs have three scheduling states: {\em{Animated}},
  75.849 -  {\em{Blocked}}, {\em{Ready}}; see Figure~\ref{figStates}.
  75.850 -\item VPs in Animated are {\em{allowed}} to advance Program time with
  75.851 -  (core-local) physical time.
  75.852 -\item VPs in Blocked and Ready do not advance their Program time.
  75.853 -\item Animated has two physical states: {\em{Progressing}} and
  75.854 -  {\em{Stalled}}.
  75.855 -\item VPs in Progressing advance Program time with (core-local)
  75.856 -  physical time, those in Stalled do not (allowing non-semantic
  75.857 -  suspend).
  75.858 -\item Scheduling states are defined in Virtual time only.
  75.859 -\item Progressing and Stalled are defined in (core-local) physical
  75.860 -  time only; the distinction is invisible in Virtual time.
  75.861 -\end{itemize}
  75.862 -
  75.863 -\begin{figure}[h!tb]
  75.864 -\begin{minipage}{.55\textwidth}
  75.865 -  \includegraphics[width=\textwidth]{../figures/Scheduling_states_2.eps}
  75.866 -  \caption{Scheduling states of a slave VP in the VMS model.}
  75.867 -  \label{figStates}
  75.868 -\end{minipage}
  75.869 -\hfill
  75.870 -\begin{minipage}{.43\textwidth}
  75.871 -  \includegraphics[width=\textwidth]{../figures/VMS-core__plugins.eps}
  75.872 -  \caption
  75.873 - {
  75.874 -  The Master, split into a generic core and a language-specific plugin.
  75.875 -  The core encapsulates the hardware and remains the same across applications.
  75.876 -  The plugin is part of the parallelism-construct implementation.
  75.877 - }
  75.878 - \label{figMasterSplit}
  75.879 -\end{minipage}
  75.880 -\end{figure}
  75.881 -
  75.882 -
  75.883 -Some important points: (1) only VPs Animated can trigger physical
  75.884 -events that are seen in other program time-lines; (2) the distinction
  75.885 -between Blocked vs Stalled is that a VP has to explicitly execute a
  75.886 -VMS primitive operation to enter Blocked, making it part of the
  75.887 -semantics of parallelism constructs. In contrast, Stalled happens
  75.888 -invisibly, with no effect on semantic behavior. It is due to hardware
  75.889 -events hidden inside VMS, such as interrupts.
  75.890 -
  75.891 -The Ready state is used to separate the parallelism-construct behavior
  75.892 -from the scheduling behavior. It acts as a ``staging area'' for
  75.893 -scheduling. VPs placed into this state are {\em{allowed}} to be
  75.894 -animated, then the scheduler decides when and where.
  75.895 -
  75.896 -An essential and illustrative point is that actions {\em{outside}} a
  75.897 -given Program time cause the VP to transition
  75.898 -Blocked$\rightarrow$Ready, which contrasts to lock algorithms where
  75.899 -the concurrency-related behavior takes place {\em{inside}} program
  75.900 -time.
  75.901 -
  75.902 -\paragraph*{Transition Between Slave Scheduling States.}
  75.903 -
  75.904 -\begin{itemize}
  75.905 -\item VPs transition states as shown in Figure \ref{figStates}.
  75.906 -\item Animated$\rightarrow$Blocked is caused by a Slave VP
  75.907 -  executing the Suspend VMS primitive.
  75.908 -\item Blocked$\rightarrow$Ready is determined by the semantics
  75.909 -  implemented in the plugin.
  75.910 -\item Ready$\rightarrow$Animated is determined by the scheduler in the
  75.911 -  plugin.
  75.912 -\item Transitions in scheduling state have a globally consistent order
  75.913 -  in Virtual time.
  75.914 -\end{itemize}
  75.915 -
  75.916 -The parallelism primitives executed by a program do not control change
  75.917 -in scheduling states. They merely communicate messages to the Master,
  75.918 -via a VMS supplied primitive. Inside the Master, the plugin's
  75.919 -parallelism construct implementation processes the message. Based on
  75.920 -that, it performs changes in state from Blocked$\rightarrow$Ready,
  75.921 -creates new VPs, and dissipates existing VPs.  Most communication from
  75.922 -Slave to Master requires the VP to suspend when it sends the
  75.923 -message. A few messages, like creating new Slave may be sent without
  75.924 -suspending.
  75.925 -
  75.926 -The suspend primitive decouples local physical time from Virtual time.
  75.927 -Execution causes immediate transition to Stalled in physical time,
  75.928 -then the Master performs Animated$\rightarrow$Blocked, fixing that
  75.929 -transition in Virtual time. The only relationship is causality. This
  75.930 -weak relation is what allows suspension-points to be serialized in
  75.931 -Virtual time, which in turn is what allows using sequential algorithms
  75.932 -to implement parallelism constructs.
  75.933 -
  75.934 -\subsection{Plugins}
  75.935 -
  75.936 -The Master entity has two parts, a generic core part and a plugin
  75.937 -(Figure \ref{figMasterSplit}).  The core part of the Master is
  75.938 -implemented as part of VMS itself. The plugin supplies two functions:
  75.939 -the communication-handler and the scheduler, both having a standard
  75.940 -prototype. The communication-handler implements the parallelism
  75.941 -constructs, while scheduler assigns VPs to cores.
  75.942 -
  75.943 -An \emph{instance} of a plugin is created as part of initializing an
  75.944 -application, and the instance holds the semantic and scheduling state
  75.945 -for that run of the application. This state, combined with the virtual
  75.946 -processor states of the slaves created during that application run,
  75.947 -represents progress of the work of the application.  For example,
  75.948 -multi-tasking is performed simply by the Master switching among
  75.949 -plugin instances when it has a resource to offer to a scheduler. The
  75.950 -parallelism-semantic state holds all information needed to resume
  75.951 -(hardware state, such as TLB and cache-tags is inside VMS).
  75.952 -
  75.953 -\section{Internal Workings of Our Implementation}
  75.954 -\label{secInternal}
  75.955 -
  75.956 -We name the elements of our example implementation and describe their
  75.957 -logical function, then relate them to the abstract model. We then step
  75.958 -through the operation of the elements.
  75.959 -
  75.960 -\paragraph*{Elements and their logical function.}
  75.961 -
  75.962 -As illustrated in Figure~\ref{figInternals}, our VMS implementation is
  75.963 -organized around physical cores.  Each core has its own {\em{master
  75.964 -    virtual-processor}}, \texttt{masterVP}, and a {\em{physical-core
  75.965 -    controller}}, which communicate via a set of scheduling slots,
  75.966 -\texttt{schedSlot}. The Master in the abstract definition is
  75.967 -implemented by the multiple \texttt{masterVP}s plus a particular
  75.968 -plugin instance with its shared parallelism-semantic state (seen at
  75.969 -the top).
  75.970 -
  75.971 -On a given core, only one of: the core-controller, \texttt{masterVP},
  75.972 -or a slave VP, is animated at any point in local physical time. Each
  75.973 -\texttt{masterVP} animates the same function, called
  75.974 -\texttt{master\_loop}, and each slave VP animates a function from the
  75.975 -application, starting with the top-level function the slave is created
  75.976 -with, and following its call sequence. The core controller is
  75.977 -implemented here as a Linux pthread that runs the \texttt{core\_loop}
  75.978 -function.
  75.979 -
  75.980 -Switching between VPs is done by executing a VMS primitive that
  75.981 -suspends the VP. This switches the physical core over to the
  75.982 -controller, by jumping to the start of the \texttt{core\_loop}
  75.983 -function, which chooses the next VP and switches to that (switching is
  75.984 -detailed in Section \ref{secApp} Figure \ref{figAssembly}).
  75.985 -
  75.986 -\paragraph*{Relation to abstract model.}
  75.987 -
  75.988 -We chose to implement the Master entity of the model by a set of
  75.989 -\texttt{masterVP}s, plus plugin functions and shared
  75.990 -parallelism-semantic state. VMS consists of this implementation of the
  75.991 -Master, plus the core-controllers, plus the VMS primitive libraries,
  75.992 -for creating new VPs and dissipating existing VPs, suspending VPs, and
  75.993 -communicating from slave VP to Master. In Figure~\ref{figInternals},
  75.994 -everything in green is part of VMS, while the plugin is in red, and
  75.995 -application code appears as blue, inside the slave VP.
  75.996 -
  75.997 -Virtual time in the model is implemented via a combination of four
  75.998 -things: a \texttt{masterLock} (not shown) that guarantees non-overlap
  75.999 -of \texttt{masterVP} trace-segments; the \texttt{master\_loop} which
 75.1000 -performs transition Animated$\rightarrow$Blocked; the
 75.1001 -\texttt{comm\_handler\_fn} which performs Blocked$\rightarrow$Ready
 75.1002 -and the \texttt{scheduler\_fn} which performs
 75.1003 -Ready$\rightarrow$Animated. \ Each state transition is one step of
 75.1004 -Virtual time; is guaranteed sequential by the non-overlap of
 75.1005 -\texttt{masterVP} trace segments; and is global due to being in
 75.1006 -parallelism-semantic state that is shared (top of
 75.1007 -Figure~\ref{figInternals}).
 75.1008 -
 75.1009 -Transitions Progressing$\rightleftarrows$Stalled within the Animated
 75.1010 -state are invisible to the parallelism semantics, the Master, and
 75.1011 -Virtual time, and so have no effect on the elements seen.
 75.1012 -
 75.1013 -\begin{figure*}[h!tb]
 75.1014 -  \centerline{\includegraphics[width=5in]{../figures/VMS-core__internal_workings.eps}}
 75.1015 -  \caption
 75.1016 -  { Internal elements of our example VMS implementation
 75.1017 -  }
 75.1018 -  \label{figInternals}
 75.1019 -\end{figure*}
 75.1020 -
 75.1021 -\paragraph*{Steps of operation.}
 75.1022 -
 75.1023 -The steps of operation are numbered, in Figure \ref{figInternals}.
 75.1024 -Taking them in order:
 75.1025 -
 75.1026 -\begin{enumerate}
 75.1027 -\item \texttt{master\_loop} scans the scheduling slots to see which
 75.1028 -  ones' slaves have suspended since the previous scan.
 75.1029 -\item It hands these to the \texttt{comm\_handler\_fn} plugged in
 75.1030 -(which equals transition Animated$\rightarrow$Blocked).
 75.1031 -\item The VP has a request attached, and data in it causes the
 75.1032 -  \texttt{comm\_handler\_fn} to manipulate data structures in the
 75.1033 -  shared parallelism-semantic state.  These structures hold all the
 75.1034 -  slaves in the blocked state (code-level detail and example will
 75.1035 -  come in Figure~\ref{figReqHdlr}, Section~\ref{secApp}).
 75.1036 -\item Some requests cause slaves to be moved to a \texttt{readyQ} on
 75.1037 -  one of the cores (Blocked$\rightarrow$Ready). Which core's
 75.1038 -  \texttt{readyQ} receives the slave is under plugin control,
 75.1039 -  determined by a combination of request contents, semantic state and
 75.1040 -  physical machine state.
 75.1041 -\item During the scan, the \texttt{master\_loop} also looks for empty
 75.1042 -  slots, and for each calls the \texttt{scheduler\_fn} plugged in. It
 75.1043 -  chooses a slave from the \texttt{readyQ} on the core animating
 75.1044 -  \texttt{master\_loop}.
 75.1045 -\item The \texttt{master\_loop} then places the slave VP's pointer
 75.1046 -  into the scheduling slot (Ready$\rightarrow$Animated), making it
 75.1047 -  available to the \texttt{core\_loop}.
 75.1048 -\item When done with the scan, \texttt{masterVP} suspends, switching
 75.1049 -  animation back to the \texttt{core\_loop}.
 75.1050 -\item \texttt{core\_loop} takes slave VPs out of the slots.
 75.1051 -\item Then \texttt{core\_loop} switches animation to these slave VPs.
 75.1052 -\item When a slave self-suspends, animation returns to the
 75.1053 -  \texttt{core\_loop} (detail in code in Figure 9), which picks
 75.1054 -  another.
 75.1055 -\item Until all slots are empty and the \texttt{core\_loop} switches
 75.1056 -  animation to the \texttt{masterVP}.
 75.1057 -\end{enumerate}
 75.1058 -
 75.1059 -\paragraph*{Enabling sequential implementation of parallelism semantics.}
 75.1060 -
 75.1061 -All these steps happen on each core separately, but
 75.1062 -%% AC. Cannot be both an essential property of VMS and "un this particular..."
 75.1063 -% in this particular implementation
 75.1064 -we use a central \texttt{masterLock} to ensure that
 75.1065 -only one core's \texttt{masterVP} can be active at any time.  This
 75.1066 -guarantees non-overlap of trace-segments from different
 75.1067 -\texttt{masterVP}s, allowing the plugins to use sequential algorithms,
 75.1068 -without a performance penalty, as verified in
 75.1069 -Section~\ref{secResults}.
 75.1070 -
 75.1071 -Relating this to the abstract model: the parallelism-semantic behavior
 75.1072 -of the Master is implemented by the communication handler, in the
 75.1073 -plugin. It thus runs in the Master time referred to, in the model, in
 75.1074 -Section \ref{secAbsModel}. Requests are sent to the Master by
 75.1075 -self-suspension of the slaves, but sit idle until the other slaves in
 75.1076 -the scheduling slots have also run. This is the passive behavior of
 75.1077 -requests that was noted in Section~\ref{secAbsModel}, which allows the
 75.1078 -\texttt{masterVP}s to remain suspended until needed.  This in turn
 75.1079 -enables the \texttt{masterVP}s from different cores to be
 75.1080 -non-overlapped. It is the non-overlap that enables the algorithms for
 75.1081 -the parallelism semantics to be sequential.
 75.1082 -
 75.1083 -\section{Code Level View}
 75.1084 -\label{secApp}
 75.1085 -
 75.1086 -To relate the abstract model and the internal elements to application
 75.1087 -code and parallelism-library code, we give code snippets that
 75.1088 -illustrate key features.  We start with the application then work down
 75.1089 -through the sequence of calls, to the plugin, using our SSR
 75.1090 -{\cite{VMSHome}} parallelism-library as an example.
 75.1091 -
 75.1092 -In general, applications are either written in terms of a parallel
 75.1093 -language that has its own syntax, or a base language with a
 75.1094 -parallelism library, which is often called an {\em{embedded
 75.1095 -    language}}.  Our demonstrators, VCilk {\cite{VMSHome}}, Vthread,
 75.1096 -and SSR, are all parallelism libraries. A parallel language would
 75.1097 -follow the standard practice of performing source-to-source transform,
 75.1098 -from custom syntax into C plus parallelism-library calls.
 75.1099 -
 75.1100 -\paragraph*{SSR.}
 75.1101 -
 75.1102 -SSR stands for Synchronous Send-Receive, and details of its calls and
 75.1103 -internal implementation will be given throughout this section. It has
 75.1104 -two types of construct. The first, called {\em{from-to}} has two
 75.1105 -calls: \texttt{SSR\_send\_from\_to} and
 75.1106 -\texttt{SSR\_receive\_from\_to}, both of which specify the sending VP
 75.1107 -as well as the receiving VP. \ The other, called {\em{of-type}} also
 75.1108 -has two calls: \texttt{SSR\_\_send\_of\_type\_to} and
 75.1109 -\texttt{SSR\_\_receive\_of\_type}, which allow a receiver to accept
 75.1110 -from anonymous senders, but select according to type of message.
 75.1111 -
 75.1112 -% An example of a double column floating figure using two subfigures.
 75.1113 -% (The subfig.sty package must be loaded for this to work.)
 75.1114 -% The subfigure \label commands are set within each subfloat command, the
 75.1115 -% \label for the overall figure must come after \caption.
 75.1116 -% \hfil must be used as a separator to get equal spacing.
 75.1117 -% The subfigure.sty package works much the same way, except \subfigure is
 75.1118 -% used instead of \subfloat.
 75.1119 -%
 75.1120 -%\begin{figure*}[!t]
 75.1121 -%\centerline{\subfloat[Case I]\includegraphics[width=2.5in]{subfigcase1}%
 75.1122 -%\label{fig_first_case}}
 75.1123 -%\hfil
 75.1124 -%\subfloat[Case II]{\includegraphics[width=2.5in]{subfigcase2}%
 75.1125 -%\label{fig_second_case}}}
 75.1126 -%\caption{Simulation results}
 75.1127 -%\label{fig_sim}
 75.1128 -%\end{figure*}
 75.1129 -%
 75.1130 -% Note that often IEEE papers with subfigures do not employ subfigure
 75.1131 -% captions (using the optional argument to \subfloat), but instead will
 75.1132 -% reference/describe all of them (a), (b), etc., within the main caption.
 75.1133 -
 75.1134 -\paragraph*{Application view.}
 75.1135 -
 75.1136 -Figure~\ref{figAnimVP} shows snippets of application code, which use
 75.1137 -the SSR parallelism library. The most important feature is that all
 75.1138 -calls take a pointer to the VP that is animating the call. This is
 75.1139 -seen at the top of the figure where slave VP creation takes a pointer
 75.1140 -to the VP asking for creation. Below that is the standard prototype
 75.1141 -for top level functions, showing that the function receives a pointer
 75.1142 -to the VP it is the top level function for.
 75.1143 -
 75.1144 -The pointer is placed on the stack by VMS when it creates the VP, and
 75.1145 -is the means by which the application comes into possession of the
 75.1146 -pointer. This animating VP is passed to all library calls made from
 75.1147 -there. For example, the bottom shows a pointer to the animating VP
 75.1148 -placed in the position of sender in the \texttt{send} construct call.
 75.1149 -Correspondingly, for the \texttt{receive} construct, the position of
 75.1150 -receiving VP is filled by the VP animating the call.
 75.1151 -
 75.1152 -\begin{figure}[h!tb]
 75.1153 -{\noindent
 75.1154 -{\footnotesize
 75.1155 -{\small Creating a new processor:}
 75.1156 -\begin{verbatim}
 75.1157 -newProcessor = SSR__create_procr( &top_VP_fn, paramsPtr, animatingVP );
 75.1158 -\end{verbatim}
 75.1159 -
 75.1160 -{\small prototype for the top level function:}
 75.1161 -\begin{verbatim}
 75.1162 -top_VP_fn( void *parameterStrucPtr, VirtProcr *animatingVP );
 75.1163 -\end{verbatim}
 75.1164 -
 75.1165 -{\small handing animating VP to parallelism constructs:}
 75.1166 -\begin{verbatim}
 75.1167 -SSR__send_from_to( messagePtr, animatingVP, receivingVP );
 75.1168 -messagePtr = SSR__receive_from_to( sendingVP, animatingVP );
 75.1169 -\end{verbatim}
 75.1170 -}
 75.1171 -}
 75.1172 -\caption
 75.1173 -{Application code snippets showing that all calls to the parallelism library
 75.1174 -take the VP animating that call as a parameter.
 75.1175 -}
 75.1176 -\label{figAnimVP}
 75.1177 -\end{figure}
 75.1178 -
 75.1179 -Relating these to the internal elements of our implementation, the
 75.1180 -\texttt{animatingVP} suspends inside each of these calls, passing a
 75.1181 -request (generated in the library) to one of the \texttt{masterVP}s.
 75.1182 -The \texttt{masterVP} then calls the \texttt{comm-handler} plugin, and
 75.1183 -so on, as described in Section \ref{secInternal}.
 75.1184 -
 75.1185 -For the \texttt{SSR\_\_create\_processor} call, the comm-handler in
 75.1186 -turn calls a VMS primitive to perform the creation.  The primitive
 75.1187 -places a pointer to the newly created VP onto its stack, so that when
 75.1188 -\texttt{top\_VP\_fn} is later animated, it sees the VP-pointer as a
 75.1189 -parameter passed to it. \ All application code is either such a
 75.1190 -top-level function, or has one at the root of the call-stack.
 75.1191 -
 75.1192 -The send and receive calls both suspend their animating VP. When both
 75.1193 -have been called, the communication handler pairs them up and resumes
 75.1194 -both. This ties time-lines together, invoking the VMS guarantee. Both
 75.1195 -application-functions know, because of the VMS guarantee
 75.1196 -(Section~\ref{secAbsModel}), that writes to shared variables made
 75.1197 -before the send call by the sender are visible to the receiver after
 75.1198 -the receive call. This is the programmer's view of tying together the
 75.1199 -local time-lines of two different VPs, as defined in
 75.1200 -Section~\ref{secAbsModel}.
 75.1201 -
 75.1202 -\paragraph*{Concurrency-library view.}
 75.1203 -
 75.1204 -A parallelism library function, in general, only creates a request,
 75.1205 -sends it, and returns, as seen below.  To send a request, it uses the
 75.1206 -combined request-and-suspend VMS primitive that attaches the request
 75.1207 -then suspends the VP.  The primitive requires the pointer to the VP,
 75.1208 -to attach the request and to suspend it.
 75.1209 -
 75.1210 -In Figure~\ref{figImplLib}, notice that the request's data is on the
 75.1211 -stack of the virtual processor that's animating the call, which is the
 75.1212 -\texttt{receiveVP}.  The \texttt{VMS\_\_send\_sem\_request} suspends
 75.1213 -this VP, which changes the physical core's stack pointer to a
 75.1214 -different stack. So the request data is guaranteed to remain
 75.1215 -undisturbed while the VP is suspended.
 75.1216 -
 75.1217 -Figure~\ref{figAssembly} shows the implementation of the VMS suspend
 75.1218 -primitive. As seen in Figure \ref{figInternals}, suspending the
 75.1219 -\texttt{receiveVP} involves switching to the \texttt{core\_loop}. In
 75.1220 -our implementation, this is done by switching to the stack of the
 75.1221 -pthread pinned to the physical core and then jumping to the
 75.1222 -start-point of \texttt{core\_loop}.
 75.1223 -
 75.1224 -This code uses standard techniques commonly employed in co-routine
 75.1225 -implementations. Tuning effort spent in \texttt{core\_loop} is
 75.1226 -inherited by all applications.
 75.1227 -
 75.1228 -\begin{figure}[h!tb]
 75.1229 -{\noindent
 75.1230 -{\footnotesize
 75.1231 -\begin{verbatim}
 75.1232 -void * SSR__receive_from_to( VirtProcr *sendVP, VirtProcr *receiveVP )
 75.1233 - { SSRSemReq  reqData;
 75.1234 -   reqData.receiveVP = receiveVP;
 75.1235 -   reqData.sendVP    = sendVP;
 75.1236 -   reqData.reqType   = receive_from_to;
 75.1237 -   VMS__send_sem_request( &reqData, receiveVP );
 75.1238 -   return receiveVP->dataReturnedFromRequest;
 75.1239 - }
 75.1240 -\end{verbatim}
 75.1241 -}
 75.1242 -}
 75.1243 -\caption{Implementation of SSR's receive\_from\_to library function.}
 75.1244 -\label{figImplLib}
 75.1245 -
 75.1246 -{\noindent
 75.1247 -{\footnotesize
 75.1248 -\begin{verbatim}
 75.1249 -VMS__suspend_procr( VirtProcr *animatingVP )
 75.1250 - { animatingVP->resumeInstrAddr = &&ResumePt; //GCC takes addr of label
 75.1251 -   animatingVP->schedSlotAssignedTo->isNewlySuspended = TRUE; //for master_loop to see
 75.1252 -   <assembly code stores current physical core's stack reg into animatingVP struct>
 75.1253 -   <assembly code loads stack reg with core_loop stackPtr, which was saved into animatingVP>
 75.1254 -   <assembly code jmps to core_loop start instr addr, which was also saved into animatingVP>
 75.1255 - ResumePt:
 75.1256 -   return;
 75.1257 - }
 75.1258 -\end{verbatim}
 75.1259 -}
 75.1260 -}
 75.1261 -  \caption
 75.1262 -{Implementation of VMS suspend processor.
 75.1263 -Re-animating the virtual processor reverses this sequence. \ It saves the
 75.1264 -\texttt{core\_loop}'s resume instr-addr and stack ptr into the VP structure,
 75.1265 -then loads the VP's stack ptr and jmps to its \texttt{resumeInstrAddr}.
 75.1266 -}
 75.1267 -\label{figAssembly}
 75.1268 -
 75.1269 -{\noindent
 75.1270 -{\footnotesize
 75.1271 -\begin{verbatim}
 75.1272 -handle_receive_from_to( VirtProcr *requestingVP, SSRSemReq *reqData, SSRSemEnv *semEnv )
 75.1273 - { commHashTbl = semEnv->communicatingVPHashTable;
 75.1274 -   key[0] = reqData->receiveVP;   key[1] = reqData->sendVP; //send uses same key
 75.1275 -   waitingReqData = lookup_and_remove( key, commHashTbl );  //get waiting request
 75.1276 -   if( waitingReqData != NULL )
 75.1277 -    { resume_virt_procr( waitingReqData->sendVP );
 75.1278 -      resume_virt_procr( waitingReqData->receiveVP );
 75.1279 -    }
 75.1280 -   else
 75.1281 -      insert( key, reqData, commHashTbl ); //receive is first to arrive, make it wait
 75.1282 - }
 75.1283 -\end{verbatim}
 75.1284 -}
 75.1285 -}
 75.1286 -  \caption
 75.1287 -{Pseudo-code of communication-handler for
 75.1288 -\texttt{receive\_from\_to} request type. The \texttt{semEnv} is a pointer
 75.1289 -to the shared parallel semantic state seen at the top of
 75.1290 -Figure~\ref{figInternals}.
 75.1291 -}
 75.1292 -\label{figReqHdlr}
 75.1293 -\end{figure}
 75.1294 -
 75.1295 -\paragraph*{Plugin view.}
 75.1296 -
 75.1297 -SSR's communication handler dispatches on the \texttt{reqType} field
 75.1298 -of the request data, as set by the \texttt{SSR\_\_receive\_from\_to}
 75.1299 -code. It calls the handler code in Figure \ref{figReqHdlr}. This
 75.1300 -constructs a hash-key, by concatenating the from-VP's pointer with the
 75.1301 -to-VP's pointer. Then it looks-up that key in the hash-table that SSR
 75.1302 -uses to match sends with receives, which is in the shared semantic
 75.1303 -state seen at the top of Figure \ref{figInternals} in
 75.1304 -Section~\ref{secInternal}.
 75.1305 -
 75.1306 -The most important feature in Figure~\ref{figReqHdlr} is that both
 75.1307 -send and receive will construct the same key, so will find the same
 75.1308 -hash entry.  Whichever request is handled first in Virtual time will
 75.1309 -see the hash entry empty, and save itself in that entry.  The second
 75.1310 -to arrive sees the waiting request and then resumes both VPs, by
 75.1311 -putting them into their \texttt{readyQ}s.
 75.1312 -
 75.1313 -Access to the shared hash table can be considered private, as in a
 75.1314 -sequential algorithm.  This is because our VMS-core implementation
 75.1315 -ensures that only one handler on one core is executing at a time.
 75.1316 -
 75.1317 -\section{Results}
 75.1318 -\label{secResults}
 75.1319 -
 75.1320 -We implemented blocked dense matrix multiplication with right
 75.1321 -sub-matrices copied to transposed form, and ran it on a 4-core
 75.1322 -Core2Quad 2.4Ghz processor.
 75.1323 -
 75.1324 -\paragraph*{Implementation-time.}
 75.1325 -
 75.1326 -As shown in Table~\ref{tabPersonDaysLang}, time to implement the three
 75.1327 -parallel libraries averages 2 days each. As an example of
 75.1328 -productivity, adding nested transactions, parallel singleton, and
 75.1329 -atomic function-execution to SSR required a single afternoon, totaling
 75.1330 -less than 100 lines of C code.
 75.1331 -
 75.1332 -\paragraph*{Execution Performance.}
 75.1333 -
 75.1334 -Performance of VMS is seen in Table~\ref{tabOverheadCycles}. The code
 75.1335 -is not optimized, but rather written to be easy to understand and
 75.1336 -modify. The majority of the plugin time is lost to cache misses
 75.1337 -because the shared parallelism-semantic state moves between cores on a
 75.1338 -majority of accesses. Acquisition of the master lock is slow due to
 75.1339 -the hardware implementing the CAS instruction.
 75.1340 -
 75.1341 -Existing techniques will likely improve performance, such as
 75.1342 -localizing semantic data to cores, splitting malloc across the cores,
 75.1343 -pre-allocating slabs that are recycled, and pre-fetching. However, in
 75.1344 -many cases, several hundred nano-seconds per task is as optimal as the
 75.1345 -applications can benefit from.
 75.1346 -
 75.1347 -\begin{table}[h!tb]
 75.1348 -\begin{minipage}{.35\textwidth}
 75.1349 -\begin{tabular}{|l|l|l|l|}
 75.1350 -  \cline{2-4}
 75.1351 -  \multicolumn{1}{l|}{} & SSR & Vthread & VCilk\\
 75.1352 -  \cline{2-4}
 75.1353 -  \noalign{\vskip2pt}
 75.1354 -  \hline
 75.1355 -  Design & 4 & 1 & 0.5\\
 75.1356 -  Code & 2 & 0.5 & 0.5\\
 75.1357 -  Test & 1 & 0.5 & 0.5\\
 75.1358 -  L.O.C. & 470 & 290 & 310\\
 75.1359 -  \hline
 75.1360 -\end{tabular}
 75.1361 -\caption
 75.1362 -{Person-days to design, code, and
 75.1363 -  test each parallelism library. L.O.C. is lines of (original) C code,
 75.1364 -  excluding libraries and comments.
 75.1365 -}
 75.1366 -\label{tabPersonDaysLang}
 75.1367 -\end{minipage}
 75.1368 -\hspace{-.05\textwidth}
 75.1369 -\begin{minipage}[t]{.7\textwidth}
 75.1370 -\hfill
 75.1371 -\begin{tabular}{|l|l|r|r|}
 75.1372 -\cline{3-4}
 75.1373 -\multicolumn{2}{l|}{} & comp only & comp + mem\\
 75.1374 -\cline{3-4}
 75.1375 -\noalign{\vskip2pt}
 75.1376 -\hline
 75.1377 -VMS Only & \texttt{master\_loop} &  91 &  110\\
 75.1378 -& switch VPs  & 77 &  130\\
 75.1379 -& (malloc) & 160 & 2300\\
 75.1380 -& (create VP)  & 540 & 3800\\
 75.1381 -\hline
 75.1382 -Language: &  &  & \\
 75.1383 -\quad SSR & plugin -- concur & 190 & 540\\
 75.1384 -& plugin -- all & 530 & 2200\\
 75.1385 -& lock &  &  250\\
 75.1386 -\quad Vthread & plugin -- concur & 66 & 710\\
 75.1387 -& plugin -- all & 180 & 1500\\
 75.1388 -& lock &  &  250\\
 75.1389 -\quad VCilk & plugin -- concur & 65 & 260\\
 75.1390 -& plugin -- all & 330 & 1800\\
 75.1391 -& lock &  &  250\\
 75.1392 -\hline
 75.1393 -\end{tabular}
 75.1394 -\caption
 75.1395 -{Cycles of overhead, per scheduled
 75.1396 -    slave. ``comp only'' is perfect memory, ``comp + mem'' is actual cycles.
 75.1397 -    ``Plugin-concur'' only concurrency requests, ``plugin-all'' includes
 75.1398 -    create and malloc requests. Two significant digits due to variability.
 75.1399 -}
 75.1400 -\label{tabOverheadCycles}
 75.1401 -\end{minipage}
 75.1402 -
 75.1403 -\vskip-1.5cm
 75.1404 -\begin{tabular}{|l|lr|}
 75.1405 -\hline
 75.1406 -    Matrix size&Lang.&sec.\\
 75.1407 -[2pt]\hline
 75.1408 -    $81\times81$ & Cilk & 0.017\\
 75.1409 -    & VCilk & 0.008\\
 75.1410 -\hline
 75.1411 -    $324\times324$ & Cilk & 0.13\\
 75.1412 -    & VCilk & 0.13\\
 75.1413 -\hline
 75.1414 -    $648\times648$ & Cilk & 0.71\\
 75.1415 -    & VCilk & 0.85\\
 75.1416 -\hline
 75.1417 -    $1296\times1296$ & Cilk & 4.8\\
 75.1418 -    & VCilk & 6.2 \\
 75.1419 -[2pt]\hline
 75.1420 -\end{tabular}
 75.1421 -\hfill
 75.1422 -\begin{tabular}{|l|r|r|r|r|}
 75.1423 -\multicolumn{5}{l}{}\\
 75.1424 -\multicolumn{5}{l}{}\\
 75.1425 -\multicolumn{5}{l}{}\\
 75.1426 -\hline
 75.1427 -    operation & \multicolumn{2}{c|}{Vthread} & pthread & ratio\\
 75.1428 -    & comp only & total &  & \\
 75.1429 -[2pt]\hline
 75.1430 -    mutex\_lock & 85 & 1050 & 50,000 & 48:1\\
 75.1431 -    mutex\_unlock & 85 & 610 & 45,000 & 74:1\\
 75.1432 -    cond\_wait  & 85 & 850 & 60,000 & 71:1\\
 75.1433 -    cond\_signal & 90 & 650 & 60,000 & 92:1\\
 75.1434 -\hline
 75.1435 -\end{tabular}
 75.1436 -\caption
 75.1437 -{On left, exe time in seconds for MM. To the right, overhead for
 75.1438 -  pthread vs. Vthread. First column is cycles
 75.1439 -  for perfect memory and second is total measured cycles. pthread cycles are
 75.1440 -  deduced from round-trip experiments.
 75.1441 -}
 75.1442 -\label{tabHeadToHead}
 75.1443 -\end{table}
 75.1444 -
 75.1445 -\paragraph*{Head to head.}
 75.1446 -
 75.1447 -We compare our implementation of the \texttt{spawn} and \texttt{sync}
 75.1448 -constructs against Cilk 5.4, on the top in Table~\ref{tabHeadToHead},
 75.1449 -which shows that the same application code has similar
 75.1450 -performance. For large matrices, Cilk 5.4's better use of the memory
 75.1451 -hierarchy (the workstealing algorithm) achieves 23\% better
 75.1452 -performance. However, for small matrices, VCilk is better, with a
 75.1453 -factor 2 lower overhead. Cilk 5.4 does not allow controlling the
 75.1454 -number of spawn events it actually executes, and chooses to run
 75.1455 -smaller matrices sequentially, limiting our comparison.
 75.1456 -
 75.1457 -When comparing to pthreads, our VMS based implementation has more than
 75.1458 -an order of magnitude better overhead per invocation of mutex or
 75.1459 -condition variable functionality, as seen on the bottom of Table
 75.1460 -\ref{tabHeadToHead}.  Applications that inherently have short trace
 75.1461 -segments will synchronize often and benefit the most from Vthread.
 75.1462 -
 75.1463 -\section{Conclusion}
 75.1464 -\label{secConclusion}
 75.1465 -
 75.1466 -We have shown an alternative to the thread model that enables
 75.1467 -easier-to-use parallelism constructs by splitting the scheduler open,
 75.1468 -to accept new parallelism constructs in the form of plugins. This
 75.1469 -gives the language control over assigning virtual processors to
 75.1470 -physical cores, for performance, debugging, and flexibility
 75.1471 -benefits. Parallelism constructs of programming languages can be
 75.1472 -implemented using sequential algorithms, within a matter of days,
 75.1473 -while maintaining low run-time overhead.
 75.1474 -
 75.1475 -\bibliography{../helpers/bib_for_papers}
 75.1476 -
 75.1477 -\end{document}
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   77.53 -%%=======================================================================
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   77.65 -%=======================================================================
   77.66 -
   77.67 -\begin{document}
   77.68 -
   77.69 -\bibliographystyle{plain}
   77.70 -
   77.71 -\title{Supporting the Performant-Portability Software Stack with the Virtualized Master-Slave Abstraction}
   77.72 -
   77.73 -\docstatus{Submitted to HotPar 2012}
   77.74 -
   77.75 -% authors.  separate groupings with \and.
   77.76 -\author{
   77.77 -\authname{{Sean Halle \ \ \ \ \ \ \ \   Merten Sach \ \ \ \ \ \  \ \ Ben Juurlink}}
   77.78 -\authaddr{{Technical University Berlin, Germany}}
   77.79 -\authemail{{first.last@tu-berlin.de}}
   77.80 -}
   77.81 -
   77.82 -%\authurl{\url{http://www.aes.tu-berlin.de/menue/home/parameter/en/}}
   77.83 -
   77.84 -
   77.85 -\maketitle
   77.86 -
   77.87 -%=======================================================================
   77.88 -
   77.89 -\begin{abstract}
   77.90 -The HotPar 2012 call for papers states that wide uptake of high efficiency parallel architectures ``requires new parallel programming paradigms, new methods of application design, new structures for system software, and new models of interaction among applications, compilers, operating systems, and hardware." In short, a new software stack, and a way to organize players in research and industry to  supply the pieces of the stack.
   77.91 -
   77.92 -A recently proposed candidate for such a software stack\cite{PStackHome} relies in part on the assumption that a suitable hardware abstraction exists for the bottom layer of the stack. The abstraction's main purpose is to reduce the effort required in the upper layers. It must reduce the effort of creating language runtimes: by hiding details of synchronization and communication; by regularizing implementation to simplify and encourage reuse across languages; and by reducing the number of runtimes needed by collecting multiple targets below a single interface. It must at the same time enable high performance, by giving the  language control over task placement and exposing to the runtime's scheduler the memory hierarchy, communication characteristics, and other major performance-related aspects of the hardware.
   77.93 -
   77.94 -In this paper, we show that an abstraction called Virtualized Master-Slave, or VMS \cite{VMSHome} satisfies these criteria, and we provide recent measurements to support the case.
   77.95 -
   77.96 -\end{abstract}
   77.97 -
   77.98 -%=======================================================================
   77.99 -
  77.100 -\section{Motivation}
  77.101 -
  77.102 -
  77.103 -As stated in the call for papers, wide uptake of high efficiency parallel architectures ``requires new parallel programming paradigms, new methods of application design, new structures for system software, and new models of interaction among applications, compilers, operating systems, and hardware." Which are element of the software stack, and normally supplied by multiple players in research and industry. The players need to be organized to supply the pieces of the stack.
  77.104 -
  77.105 -The goal of the stack is  to make parallel programming as productive as sequential programming, and to make it as portable onto new generations of hardware as sequential code.
  77.106 -
  77.107 -Reduced  cost of parallel software is one major benefit of such a stack. Part of the cost reduction comes from  performant portability.  This means  code is written once then run performantly across hardware targets, including unknown future architectures.
  77.108 -
  77.109 -A recent proposal for achieving this, named PStack\cite{PStackHome},  calls for a software stack having a layer of languages (toolchains) at the top, a layer of runtimes below that, and a hardware abstraction layer at the bottom.
  77.110 -
  77.111 -It is this bottom layer that we focus on in this paper.  We begin by giving context for the bottom layer with more information about the software stack, in Section 2. We then explore the requirements for the layers in in Section 3, and show how VMS satisfies the requirements in Section 4.  We then move to results, giving our experimental setup in Section 5, and measurements in Section 6.  In Section 7 we tie the elements of the paper together in the conclusion.
  77.112 -
  77.113 -
  77.114 -%%%%%%%%%%%%%%%%%%%%%
  77.115 -\section{Context:  PStack}
  77.116 -
  77.117 -Many projects are attempting portability \cite{OpenMPHome,TBBHome,OpenCLHome,Sequioa06,SEJITS}. PStack differentiates itself in three ways: 1) it's goal is wider than most: (nearly) all-languages to (nearly) all hardware 2) It's approach is to \emph{organize} -- industry supplies the pieces of the solution, while PStack itself only provides the interfaces and scaffolding, along with  the seed of a solution to start 3) PStack has unique approaches for the application interface and the hardware interface that fill fundamental needs.
  77.118 -
  77.119 -The general philosophy is that portability involves too much effort to be solved by a single group.  Instead, an industry-wide effort is needed, where each player provides one small piece of the solution.  This, though, requires some way to organize it all, and modularize the pieces.
  77.120 -
  77.121 -PStack addresses this by defining a number of interfaces, and providing tools to manage specialization.  These result in a simple, decoupled process for adding new solution pieces.  So, the solution can grow at its own pace, accumulating the efforts of many.
  77.122 -
  77.123 -\subsection{PStack elements}
  77.124 -
  77.125 -As seen in Figure \ref{figPStack}, at the top, a standard set of information is defined, which must be gathered from the application.  Current languages don't capture all the required information. So PStack defines a set of constructs to be added to a language to fill its gaps. The added constructs are denoted ``+P'' appended to the language name.
  77.126 -
  77.127 -In the middle, standard runtimes require too much effort to create, and discourage reusing schedulers across languages.  So PStack defines a hardware abstraction that removes as much as possible from the runtime, including concurrency in the runtime itself.  The abstraction makes the runtimes all have similar structure, which simplifies reuse of complex scheduler code among languages.
  77.128 -
  77.129 -At the bottom, performance of the runtime itself requires intense low-level hand-tuning and debugging.  This is captured inside the implementation of the abstraction.  It is done once for each hardware target, then reused across the runtimes from all languages.  So the intense hand-tuning is taken out of the runtimes, in the middle layer, while it benefits all  languages and hence applications in the higher layers.
  77.130 -
  77.131 -\subsection{How VMS  influences the stack}
  77.132 -
  77.133 -VMS was chosen as the abstraction in the bottom layer. However, VMS affects multiple interfaces and layers of the stack. At the top, it determines the way parallel constructs are embedded into base languages, and how custom-syntax languages generate their runtime-interactions.  Next, between the top and middle, VMS defines the interface for the language layer to talk to the runtime layer. Then within the middle layer, VMS defines two standard function prototypes, so that a runtime consists of implementations of just these two functions.  Between middle and bottom, VMS defines a number of services that runtimes in the middle can call, and also defines the interaction between the VMS-implementation and the two runtime functions.
  77.134 -
  77.135 -
  77.136 -\begin{figure*}[ht]
  77.137 -\center
  77.138 - \includegraphics[width=6in]{Portability_stack_combined.pdf} 
  77.139 - \caption
  77.140 - {Depiction of PStack, with layers named on the left, and interfaces between layers named on the right. At the top are  toolchains plus specializers, in the middle are runtimes connecting languages to hardware, and below that are hardware abstractions that collect similar hardware below a single interface and simplify runtime implementation.
  77.141 -  }
  77.142 -\label{figPStack}
  77.143 -
  77.144 -\end{figure*}
  77.145 -
  77.146 -
  77.147 -
  77.148 -%%%%%%%%%%%%%%%%%%%%%%%%%%%
  77.149 -\section{Requirements}
  77.150 -
  77.151 -Although the paper focuses on the bottom abstraction,  its requirements are influenced by the layers above. So we present a full picture of the requirements in the stack, to give a complete picture for the bottom abstraction. 
  77.152 -
  77.153 -\subsection{Top Layer: Language Requirements}
  77.154 -The languages must be designed to capture all information required to specialize the source for high performance on any target hardware. A computation model, called The Holistic Model\cite{HolisticHome}, suggests that such a canonical set of information exists. 
  77.155 -
  77.156 -PStack proposes to develop the constructs that gather the canonical information set, where some constructs are in the form of specialization helpers such as task-resizers and layout modifiers. The application implements the specialization helpers, thereby encoding information about data structures and how to manipulate them.  The seeds of such an approach were laid with work on DKU\cite{DKUSourceForge}, which demonstrated the success of task-resizing constructs.
  77.157 -
  77.158 -PStack also calls for the use of the BLIS\cite{BLISHome} approach for managing multiple toolchains, where each toolchain specializes to a different target. The management covers the  install process, during which the correct toolchain output is paired to the installation target.  Further specialization can thus be naturally added during installation, when exact hardware details are known.  If required, runtime tuning and optimization also fit naturally  within the approach.
  77.159 -
  77.160 -\subsection{Middle Layer: Runtime Requirements}
  77.161 -
  77.162 -Below the top layer, a collection of runtime systems acts as a sort of cross-bar switch, connecting the languages above to the hardware abstractions below. Such a ``cross-bar'' switch made up of runtimes implies  a large number of runtimes. 
  77.163 -
  77.164 -To be practical, the number of runtimes must be reduced; the effort of creating one must be reduced; and reuse of sophisticated runtime code must be encouraged. 
  77.165 -
  77.166 -\subsection{Bottom Layer: Abstraction Requirements}
  77.167 -
  77.168 -The primary purpose of the bottom abstraction is to reduce the effort of creating the runtime layer.
  77.169 -
  77.170 -\begin{itemize}
  77.171 -\item The abstraction must hide details, making multiple hardware targets present the same interface and use a common runtime.
  77.172 -\item The abstraction must hide low-level tuning of the runtime itself, like synchronization-related tuning.
  77.173 -\item The asbstraction must provide common services, such as handling internal synchronization of the runtime, creation of tasks, communication, etc.
  77.174 -\item The abstraction must create uniform patterns for runtime implementation, making reuse between runtimes more practical and reducing the effort of making multiple runtimes.
  77.175 -
  77.176 -\end{itemize}
  77.177 -
  77.178 -However, the abstraction must not hide \textit{application}-performance-critical information from the runtime, which holds the scheduler that decides when tasks become ready and where to execute them.  The scheduling choices need to know the communication paths and memory pools in the hardware, along with latency, bandwidth, capacity and computation rate.
  77.179 -
  77.180 -A single abstraction can't both hide details and expose those required by the runtimes to attain high \emph{application} performance.  Instead, PStack calls for a  family of abstractions, one for each major type of architecture, including a ``hierarchy'' abstraction used to glue together heterogeneous hardware.  In each, only the details critical to application performance are exposed to the scheduler in the runtime, thus keeping the number of abstractions needed manageably small, on the order of tens in total.
  77.181 -
  77.182 -
  77.183 -
  77.184 -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
  77.185 -\section{Relating VMS Details to Requirements}
  77.186 -
  77.187 -Given the requirements, how does VMS meet them? We given more detail on VMS, at each place it affects the stack, and show how the details satisfy the requirements.
  77.188 -
  77.189 -
  77.190 -\subsection{Top-layer}
  77.191 -
  77.192 -With VMS, a language is implemented as either a collection of wrapper-library calls embedded into a base language, or as custom syntax. The  wrapper-lib functions call a primitive supplied by VMS that suspends the virtual-processor animating the call, and sends a request to the runtime. This same VMS primitive is also used to implement custom syntax, inside the compiler.  Thus, the VMS primitive is the means for the language layer to interact with the runtime layer. 
  77.193 -
  77.194 -
  77.195 -VMS is invisible to the application, only language constructs are visible -- either wrapper-library calls or custom syntax.  From the application-programmer point of view, even an embedded parallelism construct looks like a function call, albeit the data-structure of the virtual-processor animating the code has to be passed as a parameter to the wrapper-lib call.
  77.196 -
  77.197 -
  77.198 -\subsection{Interface from top to middle}
  77.199 -
  77.200 -The interface between application-executable and language-runtime is fixed, as the VMS-primitive that sends a request to the runtime. Even though PStack allows executables to be modified during installation or even runtime, via BLIS management of auto-tuners, multi-stage compilers, or binary re-writers, the VMS-primitive still must be used for the executable to interact with the runtime.  
  77.201 -
  77.202 -
  77.203 -Such a standard interaction mechanism serves not only to modularize the stack, cleanly separating runtime from toolchain, but also to decouple executable from VMS implementation. The VMS primitive is naturally a custom instruction, but can also be, a trap to the OS, a message sent on a port, or a function call -- given appropriate executable modification under BLIS.
  77.204 -
  77.205 -\subsection{Middle layer}
  77.206 -
  77.207 -
  77.208 -
  77.209 -VMS causes the middle-layer portion of a runtime to be implemented as two functions. The first is the request-handler, which is the part of a scheduler that handles constraints. It determines which work units (tasks) are ready to be animated (executed).
  77.210 - The other function, sched-assigner, assigns ready work to hardware. This provides uniform patterns for the runtimes.
  77.211 -
  77.212 -  
  77.213 -
  77.214 -When a request is ready for the runtime, VMS calls the request-handler function, and when  hardware is free for work, VMS calls the scheduler-assign function. Thus, the language portion of the runtime is passive. 
  77.215 -
  77.216 -By keeping control-flow inside VMS, the language-supplied portion of the runtime is simplified. Control flow includes any concurrency, and so is inside the VMS-implementation.  Hence, the language-supplied runtime functions are sequential code, even though they implement the \textit{semantics} of language-level synchronization constructs. This simplifies runtime implementation.
  77.217 -
  77.218 -This structure is also the reason VMS encourages reuse of scheduler code.  Scheduling is  sub-divided into distinct modules: constraint-management (IE enforcing dependencies); and assigning work to resources. The assignment module is especially straight-forward to share between languages.
  77.219 -
  77.220 -Because application performance is most strongly influenced by communication within the hardware, the assignment module is  critical. For high performance, it also tends to be complex.  Thus, simple reuse of it is a significant benefit.
  77.221 -
  77.222 -
  77.223 -\subsection{Interface from middle to bottom}
  77.224 -
  77.225 -VMS's plugin API is the interface between the runtime and the bottom abstraction-implementation. The API has calls to register  language-supplied runtime functions with the bottom abstraction, as well as support services. 
  77.226 -
  77.227 -
  77.228 -Reduction of the number of runtimes is accomplished this way. Hardware targets with similar structure present the same interface, requiring only one runtime. 
  77.229 -
  77.230 -Only structural elements that affect assignment choices are exposed in the API.  For example, memory hierarchy is exposed as a VMS-defined data-structure made available to the sched-assign function. The details in the data convey the connectivity, communication, and sizes, which the assigner may use to optimize choices.  
  77.231 -
  77.232 -\subsection{Bottom layer}
  77.233 -
  77.234 -The bottom layer consists of implementations of the VMS API and VMS primitives used in the upper levels, as well as the control-flow of the runtimes.  Each hardware platform has its own implementation, allowing low-level hand-tweaking. This effort is performed once per hardware target, so is amortized across applications. Pulling this tuning below the interface also simplifies the runtime-portion in the middle layer. 
  77.235 -
  77.236 -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
  77.237 -\section{Experimental Setup}
  77.238 -The experiments to measure VMS overhead were run on three machines: a one-socket 2 core 3GHz workstation (``1x2''), a one-socket 4 core SandyBridge 3.3GHz workstation (``1x4''), and a four-socket by 10 core each Westmere EX 2.4GHz server (``4x10'').
  77.239 -
  77.240 -The code consists of two loops: the innermost is a single task, while the outer repeats that task a number of times.  The inner does throw-away work entirely within registers, where the number of iterations sets the amount of work in the task.  After the inner completes, a synchronization is performed, which pairs each task to a sync operation.  The outer then repeats the sequence of task-then-sync a large number of times to gain statistical accuracy and dominate any other sources of overhead.
  77.241 -
  77.242 -Two versions of the code were written: one that used pthread, a second that used a VMS-implemented equivalent called Vthread.  Both have the same semantics, differing only in the implementation of scheduling triggered by the  construct.  Hence, any difference in execution time is due to the difference in scheduling overhead.   
  77.243 -
  77.244 -%%%%%%%%%%%%%%%%%%%%%%%
  77.245 -\section{Results}
  77.246 -The new experimental results given in this paper focus on the overhead of the runtime, with the goal of showing that a language based on VMS enjoys low overhead compared to standard pthreads.  We illustrate the amount of overhead by plotting a curve whose shape is determined by the overhead.
  77.247 -
  77.248 -The curve  compares total CPU time to just work time. The difference is the overhead of scheduling,  which consists of: switching from application to scheduler; updating the sync-construct state; choosing a new thread to schedule; and deciding on which core to re-animate it.
  77.249 -  
  77.250 -The ratio of total CPU time to work time gets larger as the overhead increases, raising overhead's percent of the total.  When the ratio is exactly 2, the work time exactly equals the overhead.  Larger ratio indicates overhead dominates, smaller indicates work dominates.
  77.251 -
  77.252 -Hence, to find the size of the overhead,  find the size of task where the work in the task exactly equals the overhead of scheduling the task.  To do this, we plot the ratio on the y axis and single-task-time on x axis.  When the ratio equals 2, the cycles of work in the task equals the overhead of scheduling the task.  So the overhead can be read off the graph, as the task-size at the y=2 point.
  77.253 -
  77.254 -
  77.255 -\subsection{Performance Results}
  77.256 -
  77.257 -We executed on each of three machines.  On a given machine, we first executed the pthread version, then the Vthread version, with a variety of numbers of threads. Varying the number of threads shows the effect on scheduling time. For a given machine, both sets of curves are plotted on the same graph, to make direct comparison easy.
  77.258 -
  77.259 -\begin{figure}[ht!]
  77.260 - \includegraphics[width=2.3in, angle = -90]{plots_exec_vs_task_size/cray1_pthread_vthread_8_32_128_512thds__o30000__perfCtrs.eps}
  77.261 - \caption
  77.262 - {$\frac{ExecutionTime} {WorkTime}$  vs  $TaskTime$ on the 1x2 machine. It shows results for Vthread and pthread on the same axes, for 8 through 512 threads. The Vthread curves cluster, appearing as the bottom-most, while the pthread curves for 8, 32, and 128 are  above it. The results for pthread with 512 threads land outside the plot.
  77.263 -  }
  77.264 -\label{figCray1Results}
  77.265 -\end{figure}
  77.266 -
  77.267 -Figure \ref{figCray1Results} shows results for the 1x2 machine.  The curves for Vthread cluster together in the lower-left, indicating  that overhead is smaller than for pthread. The tight clustering means that overhead remains constant as the number of  threads is increased.
  77.268 -  
  77.269 -The values for overhead per task is read off the graph by finding where the curve crosses $y=2$.  This shows that Vthread has around 700 cycles of overhead, while pthread starts at 3800 for 8 threads, goes up to 8200 for 32 threads, and then into the tens of thousands for 128 threads.  Not shown is the curve for 512 threads, which has more than 100,000 cycles of overhead.
  77.270 -
  77.271 -
  77.272 -\begin{figure}[ht!]
  77.273 - \includegraphics[width=2.2in, angle = -90]{plots_exec_vs_task_size/vms_pthread_vthread_8_32_128_512thds__o30000__perfCtrs.eps}
  77.274 - \caption
  77.275 - {$\frac{ExecutionTime} {WorkTime}$  vs  $TaskTime$ on the 1x4 machine. The results are similar to Figure \ref{figCray1Results}.
  77.276 -  }
  77.277 -\label{figVMSResults}
  77.278 -\end{figure}
  77.279 - 
  77.280 -
  77.281 -Figure \ref{figVMSResults} shows similar characteristics on the 1x4 SandyBridge machine.
  77.282 -
  77.283 -
  77.284 -\begin{figure}[ht!]
  77.285 - \includegraphics[width=2.2in, angle = -90]
  77.286 - {plots_exec_vs_task_size/xoanon_pthread_vthread_40core_80_160_320_640thds__o30000__perfCtrs.eps}
  77.287 - \caption
  77.288 - {$\frac{ExecutionTime} {WorkTime}$  vs  $TaskTime$ on the 4x10 machine. The Vthread results are difficult to see, at the bottom of the plot, while the pthread results appear in the middle. The runs start at 80 threads, which is the number of hardware contexts in the machine.
  77.289 -  }
  77.290 -\label{figXoanonResults}
  77.291 -\end{figure}
  77.292 -
  77.293 -
  77.294 -However, things change dramatically on the 4 socket by 10 core-each Westmere machine, seen in Figure \ref{figXoanonResults}.  Here, inter-socket communication dominates, and VMS gains orders of magnitude advantage.  For one thread per hardware context, Vthread's overhead is around 2000 cycles, while pthread starts at around 50,000 and goes up from there.
  77.295 -
  77.296 -The implementation of VMS is different on this machine than the single-socket ones, and demonstrates the effectiveness of pulling hardware details below the abstraction.  
  77.297 -
  77.298 -When using the single-socket implementation on the 4x10, the large number of cores and inter-socket communication times causes excessive contention. We solved the problem for the 4x10 machine with an increasing-random-backoff approach. It reduces overhead by an order of magnitude on the 4x10.
  77.299 -
  77.300 -  Without an abstraction like VMS, the language implementers would have to discover and solve such problems separately for each language on each machine. Because this required several weeks, the use of advanced tools, and detailed knowledge of the hardware, the savings for the language-runtime implementers is significant. This is evidence of VMS's ability to reduce middle-layer runtime implementation effort.
  77.301 -
  77.302 -%\mbox
  77.303 -% {\subfigure{\includegraphics[width=2.3in, angle = -90]
  77.304 -% {plots_exec_vs_task_size/cray1_pthread_vthread_8_32_128_512thds__o30000__perfCtrs.eps}
  77.305 -% }}
  77.306 - 
  77.307 -
  77.308 -%$\frac{ExecutionTime} {WorkTime}$  vs  $TaskTime$.  The smaller the task, the smaller the time between scheduling events.  When the ratio reaches 2, the scheduling overhead exactly equals the task time. This shows results for pthreads and for Vthreads on a 1 socket by 2 core PC.
  77.309 - 
  77.310 - 
  77.311 -\subsection{Implementation Time Results}
  77.312 -As seen in a previous paper on VMS\cite{VMSLCPC}, it makes runtime implementation quick and easy.  The results are re-printed in Table \ref{tabPersonDaysLang} to support the claim VMS meets the requirement of reducing runtime implementation effort. 
  77.313 -
  77.314 -From previous experience and informal discussions with others, equivalently low-overhead tuned runtimes would take several months. Similar time is also expected to learn the code of a pre-existing multi-threaded highly tuned runtime, then modify, debug and re-tune it.  
  77.315 -
  77.316 -\begin{table}[ht!]
  77.317 -\caption
  77.318 - {Person-days to design, code, and test each of three sets of parallelism constructs. L.O.C. is lines of (original) C code, excluding libraries and comments.
  77.319 - }
  77.320 -\label{tabPersonDaysLang}
  77.321 -\begin{center}
  77.322 -\begin{tabular}{|l|l|l|l|}
  77.323 -\cline{1-4}
  77.324 -    & SSR & Vthread & VCilk
  77.325 -    \\\cline{1-4}
  77.326 -    Design & 4 & 1 & 0.5\\
  77.327 -    Code & 2 & 0.5 & 0.5\\
  77.328 -    Test & 1 & 0.5 & 0.5\\
  77.329 -    \cline{1-4}
  77.330 -    L.O.C. & 470 & 290 & 310
  77.331 -    \\\cline{1-4}
  77.332 -  \end{tabular}
  77.333 -\end{center}
  77.334 -\end{table}
  77.335 -
  77.336 -
  77.337 -%%%%%%%%%%%%%%%%%%%%%%
  77.338 -\section{Conclusion}
  77.339 -We showed that using VMS as the bottom hardware abstraction in a software stack pulls low-level tuning out of the runtimes, reduces the number of runtime implementations, and encourages reuse of scheduler assignment code across languages.
  77.340 -
  77.341 -
  77.342 -%%%%%%%%%%%%%%%%%%%%%%%%
  77.343 -
  77.344 -
  77.345 -\bibliography{../helpers/bib_for_papers}
  77.346 -
  77.347 -
  77.348 -\end{document}
  77.349 -
    78.1 --- a/0__Papers/VMS/VMS__Foundation_Paper/HotPar_2012/latex/Paper_Design.txt	Thu Feb 02 12:22:53 2012 -0800
    78.2 +++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
    78.3 @@ -1,21 +0,0 @@
    78.4 -
    78.5 -
    78.6 -Outline:
    78.7 -
    78.8 -Motivation: by funnelling from big, broad, already accepted, down to specific of paper.
    78.9 -Added detail: Start with universally accepted goal that all agree with -- the HotPar call for papers statement -- build a golden bridge from there to the specific thing want to talk about -- the bottom layer of the portability stack.  
   78.10 --] state the goal of HotPar
   78.11 --] Show how that's same as needing a new software stack
   78.12 --] Say proposal for such stack exists
   78.13 --] Say paper focuses on bottom layer of stack
   78.14 -
   78.15 -Desire: inject PStack into the paper, as support -- because can't claim it as a contribution as it has no supporting results.  
   78.16 -Want to build sub-bridges -- once add structure, there are audience-accepted sub-goals they've seen in practice already.  Call those already-known things out, to give audience mental anchors -- then build golden bridges from those to PStack, showing that PStack addresses those anchored concerns/issues/goals
   78.17 -
   78.18 --] Anchor: Other portability approaches exist  (Everyone knows that, asking "so how is this PStack different?"
   78.19 ---] Bridge: how PStack differentiates itself
   78.20 -
   78.21 -Detail: PStack is broader in scope: all langs to all hardware, PStack isn't solution itself, rather it's organizer for all in industry to supply piece by piece the solution; PStack has novel top-level interface and bottom-layer interface that enable all the rest.
   78.22 -
   78.23 -
   78.24 -
    79.1 --- a/0__Papers/VMS/VMS__Foundation_Paper/HotPar_2012/latex/Paper_Design_2.txt	Thu Feb 02 12:22:53 2012 -0800
    79.2 +++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
    79.3 @@ -1,32 +0,0 @@
    79.4 -
    79.5 -======
    79.6 -
    79.7 -Details of VMS interface, details of its impl on multi-core, details of differences on different machines.
    79.8 -
    79.9 -wrapper-lib calls VMS-supplied primitive that suspends the virtual-processor calling the lib, and sends a request to VMS.  VMS calls lang-supplied plugin to handle requests -- this is the part of the scheduler that handles constraints -- it determines which virt-processors must remain suspended, and which are free to be re-animated.
   79.10 -
   79.11 -The language is implemented as either a collection of wrapper-lib calls embedded into the base language, or as custom syntax that uses uses the VMS-supplied primitive to suspend virtual processors and send requests to VMS.
   79.12 -
   79.13 -
   79.14 -VMS is invisible to the application, only language constructs are visible.  From the application-programmer point of view, the embedded version looks like a function call, albeit the data-struc of the virtual-processor animating the code has to be passed as a parameter to the wrapper-lib call.
   79.15 -
   79.16 -Hence, VMS is invisible to the application, only language constructs are visible.  
   79.17 -
   79.18 -The wrapper-lib call is standard library code that is loaded along with the application executable.
   79.19 -
   79.20 -However, VMS primitives may be hardware-implemented, or loaded as OS modules, or dynamic or static libraries. Rhey are naturally custom instructions, but may be emulated by software.
   79.21 -
   79.22 -The interface between application-executable and language-runtime is the VMS-primitive that sends a request to VMS.  The language-runtime receives the request under control of VMS, which calls a language-supplied request-handling function and passes the request as a parameter.  This passive behavior of the request handler leaves control-flow inside VMS, which is part of hiding concurrency from the language-runtime implementation.
   79.23 -
   79.24 -The interface between the runtime and VMS is VMS's plugin API.  The runtime is implemented as two functions, whose pointers are handed to VMS.  VMS then controls the flow of execution.  When a request is ready for the runtime, VMS cIalls the request-handler function, and when a spot on hardware is free for work, VMS calls the scheduler-assign function.  Hence, the language implements its runtime as two isolated functions.  By keeping control-flow inside VMS, the language-specific portion of the runtiem is simplified.
   79.25 -
   79.26 -This structure is also the reason VMS encourages reuse of scheduler code. The VMS API separates out control flow from scheduling, so scheduling code is isolated, with well-defined interfaces.  Scheduling is then further sub-divided into modules: constraint-management (IE enforcing dependencies); and choosing physical location to place work. Each has its own well-defined interface, and they communicate to each other via VMS-managed shared state.
   79.27 -
   79.28 -The greatest application performance impact due to the scheduler is communication it causes.
   79.29 -
   79.30 -, management of the memory hierarchy, and the match between work-characteristics and hardware-characteristics (IE, assigning to accelerator vs CPU).  Hence, significant work goes into implementing strategies and mechanisms for finding the best assignment-choices. Such implementations are only loosely coupled to language, through the shared state by which the request-handler informs the assigner of what work is ready to be animated.
   79.31 -   
   79.32 -Hence, it is straight-forward to reuse the code that assigns work to physical locations.  The only language-specific influence on the assigner is the shared constraint-state.
   79.33 -
   79.34 - 
   79.35 -
    80.1 --- a/0__Papers/VMS/VMS__Foundation_Paper/HotPar_2012/latex/url.sty	Thu Feb 02 12:22:53 2012 -0800
    80.2 +++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
    80.3 @@ -1,325 +0,0 @@
    80.4 -% url.sty  ver 1.4    02-Mar-1999   Donald Arseneau   asnd@triumf.ca
    80.5 -% Copyright 1996-1999 Donald Arseneau,  Vancouver, Canada.
    80.6 -% This program can be used, distributed, and modified under the terms
    80.7 -% of the LaTeX Project Public License.
    80.8 -%
    80.9 -% A form of \verb that allows linebreaks at certain characters or
   80.10 -% combinations of characters, accepts reconfiguration, and can usually
   80.11 -% be used in the argument to another command.  It is intended for email
   80.12 -% addresses, hypertext links, directories/paths, etc., which normally
   80.13 -% have no spaces.  The font may be selected using the \urlstyle command,
   80.14 -% and new url-like commands can be defined using \urldef.
   80.15 -%
   80.16 -% Usage:    Conditions:
   80.17 -% \url{ }   If the argument contains any "%", "#", or "^^", or ends with
   80.18 -%           "\", it can't be used in the argument to another command.
   80.19 -%           The argument must not contain unbalanced braces.
   80.20 -% \url|  |  ...where "|" is any character not used in the argument and not
   80.21 -%           "{" or a space.  The same restrictions as above except that the
   80.22 -%           argument may contain unbalanced braces.
   80.23 -% \xyz      for "\xyz" a defined-url;  this can be used anywhere, no matter
   80.24 -%           what characters it contains.
   80.25 -%
   80.26 -% See further instructions after "\endinput"
   80.27 -%
   80.28 -\def\Url@ttdo{% style assignments for tt fonts or T1 encoding
   80.29 -\def\UrlBreaks{\do\.\do\@\do\\\do\/\do\!\do\_\do\|\do\%\do\;\do\>\do\]%
   80.30 - \do\)\do\,\do\?\do\'\do\+\do\=}%
   80.31 -\def\UrlBigBreaks{\do\:\do@url@hyp}%
   80.32 -\def\UrlNoBreaks{\do\(\do\[\do\{\do\<}% (unnecessary)
   80.33 -\def\UrlSpecials{\do\ {\ }}%
   80.34 -\def\UrlOrds{\do\*\do\-\do\~}% any ordinary characters that aren't usually
   80.35 -}
   80.36 -\def\Url@do{% style assignments for OT1 fonts except tt
   80.37 -\def\UrlBreaks{\do\.\do\@\do\/\do\!\do\%\do\;\do\]\do\)\do\,\do\?\do\+\do\=}%
   80.38 -\def\UrlBigBreaks{\do\:\do@url@hyp}%
   80.39 -\def\UrlNoBreaks{\do\(\do\[\do\{}% prevents breaks after *next* character
   80.40 -\def\UrlSpecials{\do\<{\langle}\do\>{\mathbin{\rangle}}\do\_{\_%
   80.41 - \penalty\@m}\do\|{\mid}\do\{{\lbrace}\do\}{\mathbin{\rbrace}}\do
   80.42 - \\{\mathbin{\backslash}}\do\~{\raise.6ex\hbox{\m@th$\scriptstyle\sim$}}\do
   80.43 - \ {\ }}%
   80.44 -\def\UrlOrds{\do\'\do\"\do\-}%
   80.45 -}
   80.46 -\def\url@ttstyle{%
   80.47 -\@ifundefined{selectfont}{\def\UrlFont{\tt}}{\def\UrlFont{\ttfamily}}\Url@ttdo
   80.48 -}
   80.49 -\def\url@rmstyle{%
   80.50 -\@ifundefined{selectfont}{\def\UrlFont{\rm}}{\def\UrlFont{\rmfamily}}\Url@do
   80.51 -}
   80.52 -\def\url@sfstyle{%
   80.53 -\@ifundefined{selectfont}{\def\UrlFont{\sf}}{\def\UrlFont{\sffamily}}\Url@do
   80.54 -}
   80.55 -\def\url@samestyle{\ifdim\fontdimen\thr@@\font=\z@ \url@ttstyle \else
   80.56 -  \url@rmstyle \fi \def\UrlFont{}}
   80.57 -
   80.58 -\@ifundefined{strip@prefix}{\def\strip@prefix#1>{}}{}
   80.59 -\@ifundefined{verbatim@nolig@list}{\def\verbatim@nolig@list{\do\`}}{}
   80.60 -
   80.61 -\def\Url{%
   80.62 - \begingroup \let\url@moving\relax\relax \endgroup
   80.63 - \ifmmode\@nomatherr$\fi
   80.64 - \UrlFont $\fam\z@ \textfont\z@\font
   80.65 - \let\do\@makeother \dospecials % verbatim catcodes
   80.66 - \catcode`{\@ne \catcode`}\tw@ \catcode`\ 10 % except braces and spaces
   80.67 - \medmuskip0mu \thickmuskip\medmuskip \thinmuskip\medmuskip
   80.68 - \@tempcnta\fam\multiply\@tempcnta\@cclvi
   80.69 - \let\do\set@mathcode \UrlOrds % ordinary characters that were special
   80.70 - \advance\@tempcnta 8192 \UrlBreaks % bin
   80.71 - \advance\@tempcnta 4096 \UrlBigBreaks % rel
   80.72 - \advance\@tempcnta 4096 \UrlNoBreaks % open
   80.73 - \let\do\set@mathact \UrlSpecials % active
   80.74 - \let\do\set@mathnolig \verbatim@nolig@list % prevent ligatures
   80.75 - \@ifnextchar\bgroup\Url@z\Url@y}
   80.76 -
   80.77 -\def\Url@y#1{\catcode`{11 \catcode`}11
   80.78 -  \def\@tempa##1#1{\Url@z{##1}}\@tempa}
   80.79 -\def\Url@z#1{\def\@tempa{#1}\expandafter\expandafter\expandafter\Url@Hook
   80.80 -  \expandafter\strip@prefix\meaning\@tempa\UrlRight\m@th$\endgroup}
   80.81 -\def\Url@Hook{\UrlLeft}
   80.82 -\let\UrlRight\@empty
   80.83 -\let\UrlLeft\@empty
   80.84 -
   80.85 -\def\set@mathcode#1{\count@`#1\advance\count@\@tempcnta\mathcode`#1\count@}
   80.86 -\def\set@mathact#1#2{\mathcode`#132768 \lccode`\~`#1\lowercase{\def~{#2}}}
   80.87 -\def\set@mathnolig#1{\ifnum\mathcode`#1<32768
   80.88 -   \lccode`\~`#1\lowercase{\edef~{\mathchar\number\mathcode`#1_{\/}}}%
   80.89 -   \mathcode`#132768 \fi}
   80.90 -
   80.91 -\def\urldef#1#2{\begingroup \setbox\z@\hbox\bgroup
   80.92 -  \def\Url@z{\Url@def{#1}{#2}}#2}
   80.93 -\expandafter\ifx\csname DeclareRobustCommand\endcsname\relax
   80.94 -  \def\Url@def#1#2#3{\m@th$\endgroup\egroup\endgroup
   80.95 -    \def#1{#2{#3}}}
   80.96 -\else
   80.97 -  \def\Url@def#1#2#3{\m@th$\endgroup\egroup\endgroup
   80.98 -    \DeclareRobustCommand{#1}{#2{#3}}}
   80.99 -\fi
  80.100 -
  80.101 -\def\urlstyle#1{\csname url@#1style\endcsname}
  80.102 -
  80.103 -% Sample (and default) configuration:
  80.104 -%
  80.105 -\newcommand\url{\begingroup \Url}
  80.106 -%
  80.107 -% picTeX defines \path, so declare it optionally:
  80.108 -\@ifundefined{path}{\newcommand\path{\begingroup \urlstyle{tt}\Url}}{}
  80.109 -%
  80.110 -% too many styles define \email like \address, so I will not define it.
  80.111 -% \newcommand\email{\begingroup \urlstyle{rm}\Url}
  80.112 -
  80.113 -% Process LaTeX \package options
  80.114 -%
  80.115 -\urlstyle{tt}
  80.116 -\let\Url@sppen\@M
  80.117 -\def\do@url@hyp{}% by default, no breaks after hyphens
  80.118 -
  80.119 -\@ifundefined{ProvidesPackage}{}{
  80.120 -  \ProvidesPackage{url}[1999/03/02 \space ver 1.4 \space
  80.121 -       Verb mode for urls, email addresses, and file names]
  80.122 -  \DeclareOption{hyphens}{\def\do@url@hyp{\do\-}}% allow breaks after hyphens
  80.123 -  \DeclareOption{obeyspaces}{\let\Url@Hook\relax}% a flag for later
  80.124 -  \DeclareOption{spaces}{\let\Url@sppen\relpenalty}
  80.125 -  \DeclareOption{T1}{\let\Url@do\Url@ttdo}
  80.126 -  \ProcessOptions
  80.127 -\ifx\Url@Hook\relax % [obeyspaces] was declared
  80.128 -  \def\Url@Hook#1\UrlRight\m@th{\edef\@tempa{\noexpand\UrlLeft
  80.129 -    \Url@retain#1\Url@nosp\, }\@tempa\UrlRight\m@th}
  80.130 -  \def\Url@retain#1 {#1\penalty\Url@sppen\ \Url@retain}
  80.131 -  \def\Url@nosp\,#1\Url@retain{}
  80.132 -\fi
  80.133 -}
  80.134 -
  80.135 -\edef\url@moving{\csname Url Error\endcsname}
  80.136 -\expandafter\edef\url@moving
  80.137 - {\csname url used in a moving argument.\endcsname}
  80.138 -\expandafter\expandafter\expandafter \let \url@moving\undefined 
  80.139 -
  80.140 -\endinput
  80.141 -%
  80.142 -% url.sty  ver 1.4   02-Mar-1999   Donald Arseneau   asnd@reg.triumf.ca
  80.143 -%
  80.144 -% This package defines "\url", a form of "\verb" that allows linebreaks,
  80.145 -% and can often be used in the argument to another command.  It can be
  80.146 -% configured to print in different formats, and is particularly useful for
  80.147 -% hypertext links, email addresses, directories/paths, etc.  The font may
  80.148 -% be selected using the "\urlstyle" command and pre-defined text can be
  80.149 -% stored with the "\urldef" command. New url-like commands can be defined,
  80.150 -% and a "\path" command is provided this way.
  80.151 -%
  80.152 -% Usage:    Conditions:
  80.153 -% \url{ }   If the argument contains any "%", "#", or "^^", or ends with
  80.154 -%           "\", it can't be used in the argument to another command.
  80.155 -%           The argument must not contain unbalanced braces.
  80.156 -% \url|  |  ...where "|" is any character not used in the argument and not
  80.157 -%           "{" or a space.  The same restrictions as above except that the
  80.158 -%           argument may contain unbalanced braces.
  80.159 -% \xyz      for "\xyz" a defined-url;  this can be used anywhere, no matter
  80.160 -%           what characters it contains.
  80.161 -%
  80.162 -% The "\url" command is fragile, and its argument is likely to be very
  80.163 -% fragile, but a defined-url is robust.
  80.164 -%
  80.165 -% Package Option:  obeyspaces
  80.166 -% Ordinarily, all spaces are ignored in the url-text.  The "[obeyspaces]"
  80.167 -% option allows spaces, but may introduce spurious spaces when a url
  80.168 -% containing "\" characters is given in the argument to another command.
  80.169 -% So if you need to obey spaces you can say "\usepackage[obeyspaces]{url}",
  80.170 -% and if you need both spaces and backslashes, use a `defined-url' for
  80.171 -% anything with "\".
  80.172 -%
  80.173 -% Package Option:  hyphens
  80.174 -% Ordinarily, breaks are not allowed after "-" characters because this
  80.175 -% leads to confusion. (Is the "-" part of the address or just a hyphen?)
  80.176 -% The package option "[hyphens]" allows breaks after explicit hyphen
  80.177 -% characters.  The "\url" command will *never ever* hyphenate words.
  80.178 -%
  80.179 -% Package Option:  spaces
  80.180 -% Likewise, breaks are not usually allowed after spaces under the
  80.181 -% "[obeyspaces]" option, but giving the options "[obeyspaces,spaces]"
  80.182 -% will allow breaks at those spaces.
  80.183 -%
  80.184 -% Package Option:  T1
  80.185 -% This signifies that you will be using T1-encoded fonts which contain
  80.186 -% some characters missing from most older (OT1) encoded TeX fonts.  This
  80.187 -% changes the default definition for "\urlstyle{rm}".
  80.188 -%
  80.189 -% Defining a defined-url:
  80.190 -% Take for example the email address "myself%node@gateway.net" which could
  80.191 -% not be given (using "\url" or "\verb") in a caption or parbox due to the
  80.192 -% percent sign.  This address can be predefined with
  80.193 -%    \urldef{\myself}\url{myself%node@gateway.net}   or
  80.194 -%    \urldef{\myself}\url|myself%node@gateway.net|
  80.195 -% and then you may use "\myself" instead of "\url{myself%node@gateway.net}"
  80.196 -% in an argument, and even in a moving argument like a caption because a
  80.197 -% defined-url is robust.
  80.198 -%
  80.199 -% Style:
  80.200 -% You can switch the style of printing using "\urlstyle{tt}", where "tt"
  80.201 -% can be any defined style.  The pre-defined styles are "tt", "rm", "sf",
  80.202 -% and "same" which all allow the same linebreaks but different fonts --
  80.203 -% the first three select a specific font and the "same" style uses the
  80.204 -% current text font.  You can define your own styles with different fonts
  80.205 -% and/or line-breaking by following the explanations below.  The "\url"
  80.206 -% command follows whatever the currently-set style dictates.
  80.207 -%
  80.208 -% Alternate commands:
  80.209 -% It may be desireable to have different things treated differently, each
  80.210 -% in a predefined style; e.g., if you want directory paths to always be
  80.211 -% in tt and email addresses to be rm, then you would define new url-like
  80.212 -% commands as follows:
  80.213 -%
  80.214 -%    \newcommand\email{\begingroup \urlstyle{rm}\Url}
  80.215 -%    \newcommand\directory{\begingroup \urlstyle{tt}\Url}
  80.216 -%
  80.217 -% You must follow this format closely, and NOTE that the final command is
  80.218 -% "\Url", not "\url".  In fact, the "\directory" example is exactly the
  80.219 -% "\path" definition which is pre-defined in the package.  If you look
  80.220 -% above, you will see that "\url" is defined with
  80.221 -%    \newcommand\url{\begingroup \Url}
  80.222 -% I.e., using whatever url-style has been selected.
  80.223 -%
  80.224 -% You can make a defined-url for these other styles, using the usual
  80.225 -% "\urldef" command as in this example:
  80.226 -%
  80.227 -%    \urldef{\myself}{\email}{myself%node.domain@gateway.net}
  80.228 -%
  80.229 -% which makes "\myself" act like "\email{myself%node.domain@gateway.net}",
  80.230 -% if the "\email" command is defined as above.  The "\myself" command
  80.231 -% would then be robust.
  80.232 -%
  80.233 -% Defining styles:
  80.234 -% Before describing how to customize the printing style, it is best to
  80.235 -% mention something about the unusual implementation of "\url".  Although
  80.236 -% the material is textual in nature, and the font specification required
  80.237 -% is a text-font command, the text is actually typeset in *math* mode.
  80.238 -% This allows the context-sensitive linebreaking, but also accounts for
  80.239 -% the default behavior of ignoring spaces.  Now on to defining styles.
  80.240 -%
  80.241 -% To change the font or the list of characters that allow linebreaks, you
  80.242 -% could redefine the commands "\UrlFont", "\UrlBreaks", "\UrlSpecials" etc.
  80.243 -% directly in the document, but it is better to define a new `url-style'
  80.244 -% (following the example of "\url@ttstyle" and "\url@rmstyle") which defines
  80.245 -% all of "\UrlBigbreaks", "\UrlNoBreaks", "\UrlBreaks", "\UrlSpecials", and
  80.246 -% "\UrlFont".
  80.247 -%
  80.248 -% Changing font:
  80.249 -% The "\UrlFont" command selects the font.  The definition of "\UrlFont"
  80.250 -% done by the pre-defined styles varies to cope with a variety of LaTeX
  80.251 -% font selection schemes, but it could be as simple as "\def\UrlFont{\tt}".
  80.252 -% Depending on the font selected, some characters may need to be defined
  80.253 -% in the "\UrlSpecials" list because many fonts don't contain all the
  80.254 -% standard input characters.
  80.255 -%
  80.256 -% Changing linebreaks:
  80.257 -% The list of characters that allow line-breaks is given by "\UrlBreaks"
  80.258 -% and "\UrlBigBreaks", which have the format "\do\c" for character "c".
  80.259 -% The differences are that `BigBreaks' have a lower penalty and have
  80.260 -% different breakpoints when in sequence (as in "http://"): `BigBreaks'
  80.261 -% are treated as mathrels while `Breaks' are mathbins (see The TeXbook,
  80.262 -% p.170). In particular, a series of `BigBreak' characters will break at
  80.263 -% the end and only at the end; a series of `Break' characters will break
  80.264 -% after the first and after every following *pair*; there will be no
  80.265 -% break after a `Break' character if a `BigBreak' follows.  In the case
  80.266 -% of "http://" it doesn't matter whether ":" is a `Break' or `BigBreak' --
  80.267 -% the breaks are the same in either case; but for DECnet nodes with "::"
  80.268 -% it is important to prevent breaks *between* the colons, and that is why
  80.269 -% colons are `BigBreaks'.
  80.270 -%
  80.271 -% It is possible for characters to prevent breaks after the next following
  80.272 -% character (I use this for parentheses).  Specify these in "\UrlNoBreaks".
  80.273 -%
  80.274 -% You can do arbitrarily complex things with characters by making them
  80.275 -% active in math mode (mathcode hex-8000) and specifying the definition(s)
  80.276 -% in "\UrlSpecials".  This is used in the rm and sf styles for OT1 font
  80.277 -% encoding to handle several characters that are not present in those
  80.278 -% computer-modern style fonts.  See the definition of "\Url@do", which
  80.279 -% is used by both "\url@rmstyle" and "\url@sfstyle"; it handles missing
  80.280 -% characters via "\UrlSpecials".  The nominal format for setting each
  80.281 -% special character "c" is: "\do\c{<definition>}", but you can include
  80.282 -% other definitions too.
  80.283 -%
  80.284 -%
  80.285 -% If all this sounds confusing ... well, it is!  But I hope you won't need
  80.286 -% to redefine breakpoints -- the default assignments seem to work well for
  80.287 -% a wide variety of applications.  If you do need to make changes, you can
  80.288 -% test for breakpoints using regular math mode and the characters "+=(a".
  80.289 -%
  80.290 -% Yet more flexibility:
  80.291 -% You can also customize the verbatim text by defining "\UrlRight" and/or
  80.292 -% "\UrlLeft", e.g., for ISO formatting of urls surrounded by "<  >", define
  80.293 -%
  80.294 -%    \renewcommand\url{\begingroup \def\UrlLeft{<url: }\def\UrlRight{>}%
  80.295 -%        \urlstyle{tt}\Url}
  80.296 -%
  80.297 -% The meanings of "\UrlLeft" and "\UrlRight" are *not* reproduced verbatim.
  80.298 -% This lets you use formatting commands there, but you must be careful not
  80.299 -% to use TeX's special characters ("\^_%~#$&{}" etc.) improperly.
  80.300 -% You can also define "\UrlLeft" to reprocess the verbatim text, but the
  80.301 -% format of the definition is special:
  80.302 -%
  80.303 -%    \def\UrlLeft#1\UrlRight{ ... do things with #1 ... }
  80.304 -%
  80.305 -% Yes, that is "#1" followed by "\UrlRight" then the definition.  For
  80.306 -% example, to put a hyperTeX hypertext link in the DVI file:
  80.307 -%
  80.308 -%    \def\UrlLeft#1\UrlRight{\special{html:<a href="#1">}#1\special{html:</a>}}
  80.309 -%
  80.310 -% Using this technique, url.sty can provide a convenient interface for
  80.311 -% performing various operations on verbatim text.  You don't even need
  80.312 -% to print out the argument!  For greatest efficiency in such obscure
  80.313 -% applications, you can define a null url-style where all the lists like
  80.314 -% "\UrlBreaks" are empty.
  80.315 -%
  80.316 -% Revision History:
  80.317 -% ver 1.1 6-Feb-1996: 
  80.318 -% Fix hyphens that wouldn't break and ligatures that weren't suppressed.
  80.319 -% ver 1.2 19-Oct-1996:
  80.320 -% Package option for T1 encoding; Hooks: "\UrlLeft" and "\UrlRight".
  80.321 -% ver 1.3 21-Jul-1997:
  80.322 -% Prohibit spaces as delimiter characters; change ascii tilde in OT1.
  80.323 -% ver 1.4 02-Mar-1999
  80.324 -% LaTeX license; moving-argument-error
  80.325 -% The End
  80.326 -
  80.327 -Test file integrity:  ASCII 32-57, 58-126:  !"#$%&'()*+,-./0123456789
  80.328 -:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~
    81.1 --- a/0__Papers/VMS/VMS__Foundation_Paper/HotPar_2012/latex/usetex-v1-anon.cls	Thu Feb 02 12:22:53 2012 -0800
    81.2 +++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
    81.3 @@ -1,363 +0,0 @@
    81.4 -\NeedsTeXFormat{LaTeX2e}
    81.5 -\ProvidesClass{usetex-v1-anon}[2002/10/31 v1.2 usetex Usenix article class]
    81.6 -
    81.7 -% usetex-v1.cls - to be used with LaTeX2e for Usenix articles
    81.8 -%
    81.9 -% To use this style file, do this:
   81.10 -%
   81.11 -%    \documentclass{usetex-v1}
   81.12 -%
   81.13 -% The following definitions are modifications of standard article.cls
   81.14 -% definitions, arranged to do a better job of matching the Usenix
   81.15 -% guidelines. and make for convenient Usenix paper writing
   81.16 -%
   81.17 -% Choose the appropriate option:
   81.18 -%
   81.19 -% 1. workingdraft:
   81.20 -%
   81.21 -%       For initial submission and shepherding.  Features prominent
   81.22 -%       date, notice of draft status, page numbers, and annotation
   81.23 -%       facilities.
   81.24 -%
   81.25 -% 2. proof:
   81.26 -%
   81.27 -%         A galley proof identical to the final copy except for page
   81.28 -%         numbering and proof date on the bottom.  Annotations are
   81.29 -%         removed.
   81.30 -%
   81.31 -% 3. webversion:
   81.32 -%
   81.33 -%       A web-publishable version, uses \docstatus{} to indicate
   81.34 -%       publication information (where and when paper was published),
   81.35 -%       and page numbers.
   81.36 -%
   81.37 -% 4. finalversion:
   81.38 -%
   81.39 -%       The final camera-ready-copy (CRC) version of the paper.
   81.40 -%       Published in conference proceedings.  This doesn't include
   81.41 -%       page numbers, annotations, or draft status (Usenix adds
   81.42 -%       headers, footers, and page numbers onto the CRC).
   81.43 -%
   81.44 -% If several are used, the last one in this list wins
   81.45 -%
   81.46 -
   81.47 -%
   81.48 -% In addition, the option "endnotes" permits the use of the
   81.49 -% otherwise-disabled, Usenix-deprecated footnote{} command in
   81.50 -% documents.  In this case, be sure to include a
   81.51 -% \makeendnotes command at the end of your document or
   81.52 -% the endnotes will not actually appear.
   81.53 -%
   81.54 -
   81.55 -\newif\if@draftcopy \newif\ifworkingdraft
   81.56 -\DeclareOption{workingdraft}{\workingdrafttrue\@draftcopytrue}
   81.57 -\newif\ifproof \DeclareOption{proof}{\prooftrue\@draftcopytrue}
   81.58 -\newif\ifwebversion
   81.59 -\DeclareOption{webversion}{\prooftrue\webversiontrue\@draftcopytrue}
   81.60 -\DeclareOption{finalversion}{}
   81.61 -\newif\ifhasendnotes
   81.62 -\DeclareOption{endnotes}{\hasendnotestrue}
   81.63 -
   81.64 -% pass all other options to the article class
   81.65 -\DeclareOption*{%
   81.66 -  \PassOptionsToClass{\CurrentOption}{article}%
   81.67 -}
   81.68 -
   81.69 -% actually process the options
   81.70 -\ProcessOptions
   81.71 -
   81.72 -% usetex is based on article
   81.73 -\LoadClass[twocolumn]{article}
   81.74 -
   81.75 -% Footnotes are not currently allowed, but
   81.76 -% endnotes (while a bad idea) are.
   81.77 -\ifhasendnotes
   81.78 -  \RequirePackage{endnotes}
   81.79 -\fi
   81.80 -
   81.81 -% save any provided document status information
   81.82 -\def\@docstatus{}
   81.83 -\def\docstatus#1{\gdef\@docstatus{#1}}
   81.84 -
   81.85 -\ifworkingdraft
   81.86 -
   81.87 -  % formatting helper for draft notes
   81.88 -  \newcommand{\@noteleader[1]}{%
   81.89 -    {\marginpar{\framebox{\scriptsize\textbf{#1}}}}%
   81.90 -    \bfseries\itshape
   81.91 -  }
   81.92 -
   81.93 -  % put a small anonymous editing note in the draft copy
   81.94 -  \newcommand{\edannote}[1]{{\@noteleader[note] (#1)}}
   81.95 -
   81.96 -  % put a small attributed editing note in the draft copy
   81.97 -  \newcommand{\edatnote}[2]{{\@noteleader[#1] #2}}
   81.98 -
   81.99 -  % put an attributed editing note paragraph in the draft copy
  81.100 -  \newenvironment{ednote}[1]
  81.101 -    {\newcommand{\who}{#1}\@noteleader[\who]}
  81.102 -
  81.103 -  % mark a spot where work has been left off for later
  81.104 -  \newcommand{\HERE}{%
  81.105 -    {\mbox{}\marginpar{\framebox{\textbf{here}}}}{\bf\ldots}}
  81.106 -
  81.107 -\else
  81.108 -
  81.109 -  % dummy versions of editing commands to produce warnings
  81.110 -
  81.111 -  \newcommand{\edannote}[1]{\@latex@warning
  81.112 -    {Leftover edannote command in final version ignored}}
  81.113 -
  81.114 -  \newcommand{\edatnote}[1]{\@latex@warning
  81.115 -    {Leftover edatnote command in final version ignored}}
  81.116 -
  81.117 -  \newsavebox{\@discard}
  81.118 -  \newenvironment{ednote}[1]{\@latex@warning
  81.119 -    {Leftover ednote environment in final version ignored}%
  81.120 -    \begin{lrbox}{\@discard}}{\end{lrbox}}
  81.121 -
  81.122 -  \newcommand{\HERE}{\@latex@warning
  81.123 -    {Leftover HERE command in final version ignored}}
  81.124 -
  81.125 -\fi
  81.126 -
  81.127 -% set up the footers appropriately
  81.128 -\def\@setfoot{%
  81.129 -  \ifwebversion
  81.130 -    % webversions get whatever status the author says
  81.131 -    \gdef\@evenfoot{\@docstatus \hfil \thepage}%
  81.132 -  \else
  81.133 -    % all other drafts get the standard draft footer
  81.134 -    \gdef\@evenfoot{\textbf{Draft:} \@draftdate\hfil \textbf{Page:} \thepage}%
  81.135 -  \fi
  81.136 -  \gdef\@oddfoot{\@evenfoot}%
  81.137 -}
  81.138 -
  81.139 -%
  81.140 -% Usenix wants no page numbers for submitted papers, so that
  81.141 -% they can number them themselves.  Drafts should have
  81.142 -% numbered pages, so they can be edited.
  81.143 -% 
  81.144 -\if@draftcopy
  81.145 -  % Compute a date and time for the draft for use
  81.146 -  % either in \@setfoot (proof) or in \maketitle (workingdraft)
  81.147 -  %
  81.148 -  % Time code adapted from custom-bib/makebst.tex
  81.149 -  % Copyright 1993-1999 Patrick W Daly
  81.150 -  % Max-Planck-Institut f\"ur Aeronomie
  81.151 -  % E-mail: daly@linmp.mpg.de
  81.152 -  \newcount\hour
  81.153 -  \hour=\time
  81.154 -  \divide\hour by 60
  81.155 -  \newcount\minute
  81.156 -  \minute=\hour
  81.157 -  \multiply\minute by 60
  81.158 -  \advance\minute by -\time
  81.159 -  \multiply\minute by -1
  81.160 -  \newcommand{\@draftdate}
  81.161 -    {{\the\year/\/\two@digits{\the\month}/\/\two@digits{\the\day}%
  81.162 -          ~\two@digits{\the\hour}:\two@digits{\the\minute}}}
  81.163 -  \pagestyle{plain}
  81.164 -  \@setfoot
  81.165 -\else
  81.166 -  \pagestyle{empty}
  81.167 -\fi
  81.168 -
  81.169 -% Times-Roman font is nice if you can get it (requires NFSS,
  81.170 -% which is in latex2e).
  81.171 -\usepackage{times}
  81.172 -
  81.173 -% endnote support, as described at
  81.174 -%   http://www.lyx.org/help/footnotes.php
  81.175 -\ifhasendnotes
  81.176 -  \typeout
  81.177 -    {Warning: endnotes support is deprecated (see documentation for details)}
  81.178 -  \let\footnote=\endnote
  81.179 -  \def\enoteformat{\rightskip\z@ \leftskip\z@
  81.180 -       \parindent=0pt\parskip=\baselineskip
  81.181 -       \@theenmark. }
  81.182 -  \newcommand{\makeendnotes}{
  81.183 -    \begingroup
  81.184 -    \def\enotesize{\normalsize}
  81.185 -    \theendnotes
  81.186 -    \endgroup
  81.187 -  }
  81.188 -\else
  81.189 -  \long\gdef\footnote{\@latex@error
  81.190 -    {Deprecated footnote command (see documentation for details)}}
  81.191 -  \long\gdef\endnote{\@latex@error
  81.192 -    {Deprecated endnote command (see documentation for details)}}
  81.193 -\fi
  81.194 -
  81.195 -%
  81.196 -% Usenix margins 
  81.197 -% Gives active areas of 6.45" x 9.0"
  81.198 -%
  81.199 -\setlength{\textheight}{9.0in}
  81.200 -\setlength{\columnsep}{0.25in}
  81.201 -\setlength{\textwidth}{6.45in}
  81.202 -%\setlength{\footskip}{0.0in}
  81.203 -%\setlength{\footheight}{0.0in}
  81.204 -\setlength{\topmargin}{0.0in}
  81.205 -\setlength{\headheight}{0.0in}
  81.206 -\setlength{\headsep}{0.0in}
  81.207 -\setlength{\evensidemargin}{0.0in}
  81.208 -\setlength{\oddsidemargin}{0.0in}
  81.209 -\setlength{\marginparsep}{1.5em}
  81.210 -\setlength{\marginparwidth}{0.35in}
  81.211 -
  81.212 -% The standard maketitle insists on
  81.213 -% messing with the style of the first page.
  81.214 -% Thus, we will wrap maketitle with code to put
  81.215 -% things right again.
  81.216 -\let \save@maketitle=\maketitle
  81.217 -\def\maketitle{
  81.218 -  \save@maketitle
  81.219 -  \if@draftcopy
  81.220 -    \@specialpagefalse
  81.221 -  \else
  81.222 -    \thispagestyle{empty}
  81.223 -  \fi
  81.224 -}
  81.225 -
  81.226 -%
  81.227 -% Usenix titles are in 14-point bold type, with no date, and with no
  81.228 -% change in the empty page headers.  The author section is
  81.229 -% 12 point roman and italic: see below.
  81.230 -%
  81.231 -\def\@maketitle{%
  81.232 -  \newpage
  81.233 -  \null
  81.234 -%  \vskip 3ex%
  81.235 -  \begin{center}%
  81.236 -%  \let \footnote \thanks
  81.237 -  {\Large \bf \@title \par}%            % use 14 pt bold
  81.238 -%  \vskip 2ex%
  81.239 -  {\large
  81.240 -%    \lineskip .5ex%
  81.241 -%    \begin{tabular}[t]{c}%
  81.242 -%      \@author
  81.243 -%    \end{tabular}\par
  81.244 -  }%
  81.245 -  \ifworkingdraft
  81.246 -    \vskip 0.5ex
  81.247 -    \textbf{Draft of \@draftdate}
  81.248 -    \vskip 0.5ex
  81.249 -  \fi
  81.250 -  \ifwebversion
  81.251 -    \vskip 0.5ex
  81.252 -    \textit{Authors and affiliation elided for review.}
  81.253 -    \vskip 0.5ex
  81.254 -  \fi
  81.255 -  \end{center}%
  81.256 -  \par
  81.257 -%  \vskip 2ex
  81.258 -}
  81.259 -
  81.260 -%
  81.261 -% The author section
  81.262 -% should have names in Roman, address in
  81.263 -% italic, e-mail/http in typewriter.
  81.264 -% This is enforced by use of these macros
  81.265 -%
  81.266 -\def\authname#1{{#1}\\}
  81.267 -\def\authaddr#1{\itshape{#1}\\}
  81.268 -\def\authurl#1{{\normalsize #1}\\}
  81.269 -
  81.270 -%
  81.271 -% The abstract is preceded by a 12-pt bold centered heading
  81.272 -%
  81.273 -\def\abstract{\begin{center}%
  81.274 -  {\large\bf \abstractname\vspace{-.5ex}\vspace{\z@}}%
  81.275 -  \end{center}}
  81.276 -\def\endabstract{}
  81.277 -
  81.278 -%
  81.279 -% Main section titles are 12-pt bold.  Lower divisions can
  81.280 -% be same size or smaller: we choose same.
  81.281 -% Main section leading is tight.  Subsection leading is even
  81.282 -% slightly tighter.  All lower divisions are formatted like subsections.
  81.283 -% 
  81.284 -\newcommand\@sectionfont{\reset@font\large\bf}
  81.285 -\newlength\@sectionaboveskip
  81.286 -\setlength\@sectionaboveskip{-0.7\baselineskip
  81.287 -  plus -0.1\baselineskip
  81.288 -  minus -0.1\baselineskip}
  81.289 -\newlength\@sectionbelowskip
  81.290 -\setlength\@sectionbelowskip{0.3\baselineskip
  81.291 -  plus 0.1\baselineskip}
  81.292 -\newlength\@subsectionaboveskip
  81.293 -\setlength\@subsectionaboveskip{-0.5\baselineskip
  81.294 -  plus -0.1\baselineskip}
  81.295 -\renewcommand\section{\@startsection {section}{1}{\z@}%
  81.296 -    {\@sectionaboveskip}{\@sectionbelowskip}{\@sectionfont}}
  81.297 -\newcommand\@gensubsection[2]{\@startsection {#1}{#2}{\z@}%
  81.298 -    {\@subsectionaboveskip}{\@sectionbelowskip}{\@sectionfont}}
  81.299 -\renewcommand\subsection{\@gensubsection{subsection}{2}}
  81.300 -\renewcommand\subsubsection{\@gensubsection{subsubsection}{3}}
  81.301 -%\renewcommand\paragraph{\@gensubsection{paragraph}{4}}
  81.302 -%\renewcommand\subparagraph{\@gensubsection{subparagaph}{5}}
  81.303 -\renewcommand\paragraph{\@startsection{paragraph}{4}{\z@}%
  81.304 -                                    {1.25ex \@plus 0.2ex \@minus 0.2ex}%
  81.305 -                                    {-1.0em}%
  81.306 -                                    {\normalfont\normalsize\bfseries}}
  81.307 -\renewcommand\subparagraph{\@startsection{subparagraph}{5}{\parindent}%
  81.308 -                                    {1.25ex \@plus 0.2ex \@minus 0.2ex}%
  81.309 -                                    {-1.0em}%
  81.310 -                                    {\normalfont\normalsize\bfseries}}
  81.311 -
  81.312 -% List items need to be tightened up.
  81.313 -% There must be a better way than copying
  81.314 -% the definitions to modify the list environment...
  81.315 -\def\@itemspacings{\listparindent=\parindent
  81.316 -  \parsep=0pt\topsep=0.3\baselineskip\partopsep=0pt\itemsep=0pt}
  81.317 -% now make envs use itemspacings
  81.318 -\def\itemize{%
  81.319 -  \ifnum \@itemdepth >\thr@@\@toodeep\else
  81.320 -    \advance\@itemdepth\@ne
  81.321 -    \edef\@itemitem{labelitem\romannumeral\the\@itemdepth}%
  81.322 -    \expandafter
  81.323 -    \list
  81.324 -      \csname\@itemitem\endcsname
  81.325 -      {\@itemspacings\def\makelabel##1{\hss\llap{##1}}}%
  81.326 -  \fi}
  81.327 -\def\enumerate{%
  81.328 -  \ifnum \@enumdepth >\thr@@\@toodeep\else
  81.329 -    \advance\@enumdepth\@ne
  81.330 -    \edef\@enumctr{enum\romannumeral\the\@enumdepth}%
  81.331 -      \expandafter
  81.332 -      \list
  81.333 -        \csname label\@enumctr\endcsname
  81.334 -        {\@itemspacings\usecounter\@enumctr\def\makelabel##1{\hss\llap{##1}}}%
  81.335 -  \fi}
  81.336 -\def\description{%
  81.337 -  \list{}{\labelwidth\z@ \itemindent-\leftmargin
  81.338 -          \@itemspacings\let\makelabel\descriptionlabel}}
  81.339 -
  81.340 -% Bibliography items need to be tightened up.
  81.341 -% Again, there must be a better way than copying
  81.342 -% the definitions to modify the list environment...
  81.343 -\def\thebibliography#1%
  81.344 -     {\section*{\refname}%
  81.345 -      \@mkboth{\MakeUppercase\refname}{\MakeUppercase\refname}%
  81.346 -      \list{\@biblabel{\@arabic\c@enumiv}}%
  81.347 -           {\settowidth\labelwidth{\@biblabel{#1}}%
  81.348 -            \leftmargin\labelwidth
  81.349 -            \advance\leftmargin\labelsep
  81.350 -            \@openbib@code
  81.351 -            \usecounter{enumiv}%
  81.352 -            \let\p@enumiv\@empty
  81.353 -            \renewcommand\theenumiv{\@arabic\c@enumiv}%
  81.354 -            \parsep=0pt}% pack entries
  81.355 -      \sloppy
  81.356 -      \hbadness=8000% mostly don't whine about bibliography fmt
  81.357 -      \clubpenalty=4000%
  81.358 -      \@clubpenalty=\clubpenalty
  81.359 -      \widowpenalty=4000%
  81.360 -      \sfcode`\.\@m}
  81.361 -
  81.362 -% Floating bodies need to be tightened up.
  81.363 -\setlength\textfloatsep{14pt plus 2pt}
  81.364 -\setlength\dbltextfloatsep{\textfloatsep}
  81.365 -\setlength\intextsep{0.8\textfloatsep}
  81.366 -\setlength\abovecaptionskip{8pt minus 2pt}
    82.1 --- a/0__Papers/VMS/VMS__Foundation_Paper/HotPar_2012/latex/usetex-v1.cls	Thu Feb 02 12:22:53 2012 -0800
    82.2 +++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
    82.3 @@ -1,357 +0,0 @@
    82.4 -\NeedsTeXFormat{LaTeX2e}
    82.5 -\ProvidesClass{usetex-v1}[2002/10/31 v1.2 usetex Usenix article class]
    82.6 -
    82.7 -% usetex-v1.cls - to be used with LaTeX2e for Usenix articles
    82.8 -%
    82.9 -% To use this style file, do this:
   82.10 -%
   82.11 -%    \documentclass{usetex-v1}
   82.12 -%
   82.13 -% The following definitions are modifications of standard article.cls
   82.14 -% definitions, arranged to do a better job of matching the Usenix
   82.15 -% guidelines. and make for convenient Usenix paper writing
   82.16 -%
   82.17 -% Choose the appropriate option:
   82.18 -%
   82.19 -% 1. workingdraft:
   82.20 -%
   82.21 -%       For initial submission and shepherding.  Features prominent
   82.22 -%       date, notice of draft status, page numbers, and annotation
   82.23 -%       facilities.
   82.24 -%
   82.25 -% 2. proof:
   82.26 -%
   82.27 -%         A galley proof identical to the final copy except for page
   82.28 -%         numbering and proof date on the bottom.  Annotations are
   82.29 -%         removed.
   82.30 -%
   82.31 -% 3. webversion:
   82.32 -%
   82.33 -%       A web-publishable version, uses \docstatus{} to indicate
   82.34 -%       publication information (where and when paper was published),
   82.35 -%       and page numbers.
   82.36 -%
   82.37 -% 4. finalversion:
   82.38 -%
   82.39 -%       The final camera-ready-copy (CRC) version of the paper.
   82.40 -%       Published in conference proceedings.  This doesn't include
   82.41 -%       page numbers, annotations, or draft status (Usenix adds
   82.42 -%       headers, footers, and page numbers onto the CRC).
   82.43 -%
   82.44 -% If several are used, the last one in this list wins
   82.45 -%
   82.46 -
   82.47 -%
   82.48 -% In addition, the option "endnotes" permits the use of the
   82.49 -% otherwise-disabled, Usenix-deprecated footnote{} command in
   82.50 -% documents.  In this case, be sure to include a
   82.51 -% \makeendnotes command at the end of your document or
   82.52 -% the endnotes will not actually appear.
   82.53 -%
   82.54 -
   82.55 -\newif\if@draftcopy \newif\ifworkingdraft
   82.56 -\DeclareOption{workingdraft}{\workingdrafttrue\@draftcopytrue}
   82.57 -\newif\ifproof \DeclareOption{proof}{\prooftrue\@draftcopytrue}
   82.58 -\newif\ifwebversion
   82.59 -\DeclareOption{webversion}{\prooftrue\webversiontrue\@draftcopytrue}
   82.60 -\DeclareOption{finalversion}{}
   82.61 -\newif\ifhasendnotes
   82.62 -\DeclareOption{endnotes}{\hasendnotestrue}
   82.63 -
   82.64 -% pass all other options to the article class
   82.65 -\DeclareOption*{%
   82.66 -  \PassOptionsToClass{\CurrentOption}{article}%
   82.67 -}
   82.68 -
   82.69 -% actually process the options
   82.70 -\ProcessOptions
   82.71 -
   82.72 -% usetex is based on article
   82.73 -\LoadClass[twocolumn]{article}
   82.74 -
   82.75 -% Footnotes are not currently allowed, but
   82.76 -% endnotes (while a bad idea) are.
   82.77 -\ifhasendnotes
   82.78 -  \RequirePackage{endnotes}
   82.79 -\fi
   82.80 -
   82.81 -% save any provided document status information
   82.82 -\def\@docstatus{}
   82.83 -\def\docstatus#1{\gdef\@docstatus{#1}}
   82.84 -
   82.85 -\ifworkingdraft
   82.86 -
   82.87 -  % formatting helper for draft notes
   82.88 -  \newcommand{\@noteleader[1]}{%
   82.89 -    {\marginpar{\framebox{\scriptsize\textbf{#1}}}}%
   82.90 -    \bfseries\itshape
   82.91 -  }
   82.92 -
   82.93 -  % put a small anonymous editing note in the draft copy
   82.94 -  \newcommand{\edannote}[1]{{\@noteleader[note] (#1)}}
   82.95 -
   82.96 -  % put a small attributed editing note in the draft copy
   82.97 -  \newcommand{\edatnote}[2]{{\@noteleader[#1] #2}}
   82.98 -
   82.99 -  % put an attributed editing note paragraph in the draft copy
  82.100 -  \newenvironment{ednote}[1]
  82.101 -    {\newcommand{\who}{#1}\@noteleader[\who]}
  82.102 -
  82.103 -  % mark a spot where work has been left off for later
  82.104 -  \newcommand{\HERE}{%
  82.105 -    {\mbox{}\marginpar{\framebox{\textbf{here}}}}{\bf\ldots}}
  82.106 -
  82.107 -\else
  82.108 -
  82.109 -  % dummy versions of editing commands to produce warnings
  82.110 -
  82.111 -  \newcommand{\edannote}[1]{\@latex@warning
  82.112 -    {Leftover edannote command in final version ignored}}
  82.113 -
  82.114 -  \newcommand{\edatnote}[1]{\@latex@warning
  82.115 -    {Leftover edatnote command in final version ignored}}
  82.116 -
  82.117 -  \newsavebox{\@discard}
  82.118 -  \newenvironment{ednote}[1]{\@latex@warning
  82.119 -    {Leftover ednote environment in final version ignored}%
  82.120 -    \begin{lrbox}{\@discard}}{\end{lrbox}}
  82.121 -
  82.122 -  \newcommand{\HERE}{\@latex@warning
  82.123 -    {Leftover HERE command in final version ignored}}
  82.124 -
  82.125 -\fi
  82.126 -
  82.127 -% set up the footers appropriately
  82.128 -\def\@setfoot{%
  82.129 -  \ifwebversion
  82.130 -    % webversions get whatever status the author says
  82.131 -    \gdef\@evenfoot{\@docstatus \hfil \thepage}%
  82.132 -  \else
  82.133 -    % all other drafts get the standard draft footer
  82.134 -    \gdef\@evenfoot{\textbf{Draft:} \@draftdate\hfil \textbf{Page:} \thepage}%
  82.135 -  \fi
  82.136 -  \gdef\@oddfoot{\@evenfoot}%
  82.137 -}
  82.138 -
  82.139 -%
  82.140 -% Usenix wants no page numbers for submitted papers, so that
  82.141 -% they can number them themselves.  Drafts should have
  82.142 -% numbered pages, so they can be edited.
  82.143 -% 
  82.144 -\if@draftcopy
  82.145 -  % Compute a date and time for the draft for use
  82.146 -  % either in \@setfoot (proof) or in \maketitle (workingdraft)
  82.147 -  %
  82.148 -  % Time code adapted from custom-bib/makebst.tex
  82.149 -  % Copyright 1993-1999 Patrick W Daly
  82.150 -  % Max-Planck-Institut f\"ur Aeronomie
  82.151 -  % E-mail: daly@linmp.mpg.de
  82.152 -  \newcount\hour
  82.153 -  \hour=\time
  82.154 -  \divide\hour by 60
  82.155 -  \newcount\minute
  82.156 -  \minute=\hour
  82.157 -  \multiply\minute by 60
  82.158 -  \advance\minute by -\time
  82.159 -  \multiply\minute by -1
  82.160 -  \newcommand{\@draftdate}
  82.161 -    {{\the\year/\/\two@digits{\the\month}/\/\two@digits{\the\day}%
  82.162 -          ~\two@digits{\the\hour}:\two@digits{\the\minute}}}
  82.163 -  \pagestyle{plain}
  82.164 -  \@setfoot
  82.165 -\else
  82.166 -  \pagestyle{empty}
  82.167 -\fi
  82.168 -
  82.169 -% Times-Roman font is nice if you can get it (requires NFSS,
  82.170 -% which is in latex2e).
  82.171 -\usepackage{times}
  82.172 -
  82.173 -% endnote support, as described at
  82.174 -%   http://www.lyx.org/help/footnotes.php
  82.175 -\ifhasendnotes
  82.176 -  \typeout
  82.177 -    {Warning: endnotes support is deprecated (see documentation for details)}
  82.178 -  \let\footnote=\endnote
  82.179 -  \def\enoteformat{\rightskip\z@ \leftskip\z@
  82.180 -       \parindent=0pt\parskip=\baselineskip
  82.181 -       \@theenmark. }
  82.182 -  \newcommand{\makeendnotes}{
  82.183 -    \begingroup
  82.184 -    \def\enotesize{\normalsize}
  82.185 -    \theendnotes
  82.186 -    \endgroup
  82.187 -  }
  82.188 -\else
  82.189 -  \long\gdef\footnote{\@latex@error
  82.190 -    {Deprecated footnote command (see documentation for details)}}
  82.191 -  \long\gdef\endnote{\@latex@error
  82.192 -    {Deprecated endnote command (see documentation for details)}}
  82.193 -\fi
  82.194 -
  82.195 -%
  82.196 -% Usenix margins 
  82.197 -% Gives active areas of 6.45" x 9.0"
  82.198 -%
  82.199 -\setlength{\textheight}{9.0in}
  82.200 -\setlength{\columnsep}{0.25in}
  82.201 -\setlength{\textwidth}{6.45in}
  82.202 -%\setlength{\footskip}{0.0in}
  82.203 -%\setlength{\footheight}{0.0in}
  82.204 -\setlength{\topmargin}{0.0in}
  82.205 -\setlength{\headheight}{0.0in}
  82.206 -\setlength{\headsep}{0.0in}
  82.207 -\setlength{\evensidemargin}{0.0in}
  82.208 -\setlength{\oddsidemargin}{0.0in}
  82.209 -\setlength{\marginparsep}{1.5em}
  82.210 -\setlength{\marginparwidth}{0.35in}
  82.211 -
  82.212 -% The standard maketitle insists on
  82.213 -% messing with the style of the first page.
  82.214 -% Thus, we will wrap maketitle with code to put
  82.215 -% things right again.
  82.216 -\let \save@maketitle=\maketitle
  82.217 -\def\maketitle{
  82.218 -  \save@maketitle
  82.219 -  \if@draftcopy
  82.220 -    \@specialpagefalse
  82.221 -  \else
  82.222 -    \thispagestyle{empty}
  82.223 -  \fi
  82.224 -}
  82.225 -
  82.226 -%
  82.227 -% Usenix titles are in 14-point bold type, with no date, and with no
  82.228 -% change in the empty page headers.  The author section is
  82.229 -% 12 point roman and italic: see below.
  82.230 -%
  82.231 -\def\@maketitle{%
  82.232 -  \newpage
  82.233 -  \null
  82.234 -  \vskip 3ex%
  82.235 -  \begin{center}%
  82.236 -  \let \footnote \thanks
  82.237 -  {\Large \bf \@title \par}%            % use 14 pt bold
  82.238 -  \vskip 2ex%
  82.239 -  {\large
  82.240 -    \lineskip .5ex%
  82.241 -    \begin{tabular}[t]{c}%
  82.242 -      \@author
  82.243 -    \end{tabular}\par}%
  82.244 -  \ifworkingdraft
  82.245 -    \vskip 3ex \textbf{Draft of \@draftdate} \vskip 3ex
  82.246 -  \fi
  82.247 -  \ifwebversion
  82.248 -    \vskip 3ex \textbf{\@docstatus} \vskip 3ex
  82.249 -  \fi
  82.250 -  \end{center}%
  82.251 -  \par
  82.252 -  \vskip 2ex}
  82.253 -
  82.254 -%
  82.255 -% The author section
  82.256 -% should have names in Roman, address in
  82.257 -% italic, e-mail/http in typewriter.
  82.258 -% This is enforced by use of these macros
  82.259 -%
  82.260 -\def\authname#1{{#1}\\}
  82.261 -\def\authaddr#1{\itshape{#1}\\}
  82.262 -\def\authurl#1{{\normalsize #1}\\}
  82.263 -
  82.264 -%
  82.265 -% The abstract is preceded by a 12-pt bold centered heading
  82.266 -%
  82.267 -\def\abstract{\begin{center}%
  82.268 -  {\large\bf \abstractname\vspace{-.5ex}\vspace{\z@}}%
  82.269 -  \end{center}}
  82.270 -\def\endabstract{}
  82.271 -
  82.272 -%
  82.273 -% Main section titles are 12-pt bold.  Lower divisions can
  82.274 -% be same size or smaller: we choose same.
  82.275 -% Main section leading is tight.  Subsection leading is even
  82.276 -% slightly tighter.  All lower divisions are formatted like subsections.
  82.277 -% 
  82.278 -\newcommand\@sectionfont{\reset@font\large\bf}
  82.279 -\newlength\@sectionaboveskip
  82.280 -\setlength\@sectionaboveskip{-0.7\baselineskip
  82.281 -  plus -0.1\baselineskip
  82.282 -  minus -0.1\baselineskip}
  82.283 -\newlength\@sectionbelowskip
  82.284 -\setlength\@sectionbelowskip{0.3\baselineskip
  82.285 -  plus 0.1\baselineskip}
  82.286 -\newlength\@subsectionaboveskip
  82.287 -\setlength\@subsectionaboveskip{-0.5\baselineskip
  82.288 -  plus -0.1\baselineskip}
  82.289 -\renewcommand\section{\@startsection {section}{1}{\z@}%
  82.290 -    {\@sectionaboveskip}{\@sectionbelowskip}{\@sectionfont}}
  82.291 -\newcommand\@gensubsection[2]{\@startsection {#1}{#2}{\z@}%
  82.292 -    {\@subsectionaboveskip}{\@sectionbelowskip}{\@sectionfont}}
  82.293 -\renewcommand\subsection{\@gensubsection{subsection}{2}}
  82.294 -\renewcommand\subsubsection{\@gensubsection{subsubsection}{3}}
  82.295 -%\renewcommand\paragraph{\@gensubsection{paragraph}{4}}
  82.296 -%\renewcommand\subparagraph{\@gensubsection{subparagaph}{5}}
  82.297 -\renewcommand\paragraph{\@startsection{paragraph}{4}{\z@}%
  82.298 -                                    {1.25ex \@plus 0.2ex \@minus 0.2ex}%
  82.299 -                                    {-1.0em}%
  82.300 -                                    {\normalfont\normalsize\bfseries}}
  82.301 -\renewcommand\subparagraph{\@startsection{subparagraph}{5}{\parindent}%
  82.302 -                                    {1.25ex \@plus 0.2ex \@minus 0.2ex}%
  82.303 -                                    {-1.0em}%
  82.304 -                                    {\normalfont\normalsize\bfseries}}
  82.305 -
  82.306 -% List items need to be tightened up.
  82.307 -% There must be a better way than copying
  82.308 -% the definitions to modify the list environment...
  82.309 -\def\@itemspacings{\listparindent=\parindent
  82.310 -  \parsep=0pt\topsep=0.3\baselineskip\partopsep=0pt\itemsep=0pt}
  82.311 -% now make envs use itemspacings
  82.312 -\def\itemize{%
  82.313 -  \ifnum \@itemdepth >\thr@@\@toodeep\else
  82.314 -    \advance\@itemdepth\@ne
  82.315 -    \edef\@itemitem{labelitem\romannumeral\the\@itemdepth}%
  82.316 -    \expandafter
  82.317 -    \list
  82.318 -      \csname\@itemitem\endcsname
  82.319 -      {\@itemspacings\def\makelabel##1{\hss\llap{##1}}}%
  82.320 -  \fi}
  82.321 -\def\enumerate{%
  82.322 -  \ifnum \@enumdepth >\thr@@\@toodeep\else
  82.323 -    \advance\@enumdepth\@ne
  82.324 -    \edef\@enumctr{enum\romannumeral\the\@enumdepth}%
  82.325 -      \expandafter
  82.326 -      \list
  82.327 -        \csname label\@enumctr\endcsname
  82.328 -        {\@itemspacings\usecounter\@enumctr\def\makelabel##1{\hss\llap{##1}}}%
  82.329 -  \fi}
  82.330 -\def\description{%
  82.331 -  \list{}{\labelwidth\z@ \itemindent-\leftmargin
  82.332 -          \@itemspacings\let\makelabel\descriptionlabel}}
  82.333 -
  82.334 -% Bibliography items need to be tightened up.
  82.335 -% Again, there must be a better way than copying
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 95.1925 +%%Trailer
 95.1926 +count op_count sub {pop} repeat
 95.1927 +countdictstack dict_count sub {end} repeat
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 104.251 +% (Unless specifically asked to do so by the journal or conference you plan
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 104.253 +
 104.254 +
 104.255 +% correct bad hyphenation here
 104.256 +\hyphenation{op-tical net-works semi-conduc-tor}
 104.257 +
 104.258 +
 104.259 +\begin{document}
 104.260 +
 104.261 +\bibliographystyle{plain}
 104.262 +%
 104.263 +
 104.264 +\title{Abstraction for High Performance Multi-Core Runtimes}
 104.265 +
 104.266 +\author{Sean Halle \and Merten Sach \and Ben Juurlink}
 104.267 +\institute{Technical University Berlin}
 104.268 +
 104.269 +\maketitle             
 104.270 +%
 104.271 +
 104.272 +\begin{abstract}
 104.273 +The current renaissance in multi-core programming techniques and tools is generating  new languages and concurrency constructs at a furious pace.  This supports the belief held by many that Domain Specific Languages will satisfy the productivity goal for parallel programming. However, each of the new approaches and every domain specific language requires a runtime.  Further, the runtime should be tuned to each flavor of multi-core hardware in order to get the lowest overhead. This represents  non-trivial amounts of work, especially given the complexity of runtime internals, which have tricky concurrency issues. 
 104.274 +
 104.275 +Regarding this, we present an improvement to the Virtualized Master-Slave abstraction, which has been demonstrated as one way to avoid such runtime implementation difficulties.  VMS is a Mutable Concurrency-Hardware Abstraction used to quickly and easily create high performance runtime systems. It captures the difficult concurrency issues inside a reusable  abstraction that exports a simple interface.  Runtimes are created on top of this interface using only sequential reasoning, which greatly speeds implementation. The interface also modularizes the runtime and hides details of underlying concurrency hardware.
 104.276 +
 104.277 +We improved the interface by making it multi-core aware, and show how much it can reduce overhead.   Across a collection of  platforms, runtimes that use our multi-core-aware interface have an average of X\% less overhead.  Specifically, we show the improvement from splitting malloc across cores, and demonstrate split constructs such as pthread-style mutexes and condition variables, which now have X cycles of overhead, compared to X cycles previously.   
 104.278 +\end{abstract}
 104.279 +
 104.280 +\section{Motivation}
 104.281 +The current renaissance in multi-core programming techniques and tools is generating  new languages and concurrency constructs at a furious pace.  This supports the belief held by many that Domain Specific Languages will satisfy the productivity goal for parallel programming. However, each of the new approaches and every domain specific language requires a runtime.  Further, the runtime should be tuned to each flavor of multi-core hardware in order to get the lowest overhead. This represents  non-trivial amounts of work, especially given the complexity of runtime internals, which have tricky concurrency issues. 
 104.282 +
 104.283 +Regarding this, we present an improvement to the Virtualized Master-Slave abstraction, which has been demonstrated as one way to avoid such runtime implementation difficulties.  VMS is a Mutable Concurrency-Hardware Abstraction used to quickly and easily create high performance runtime systems. It captures the difficult concurrency issues inside a reusable  abstraction that exports a simple interface.  Runtimes are created on top of this interface using only sequential reasoning, which greatly speeds implementation. The interface also modularizes the runtime and hides details of underlying concurrency hardware.
 104.284 +
 104.285 +We improved the interface by making it multi-core aware, and show how much it can reduce overhead.   Across a collection of  platforms, runtimes that use our multi-core-aware interface have an average of X\% less overhead.  Specifically, we show the improvement from splitting malloc across cores, and demonstrate split constructs such as pthread-style mutexes and condition variables, which now have X cycles of overhead, compared to X cycles previously.
 104.286 +\paragraph*{A partial solution.}
 104.287 +
 104.288 +\paragraph*{Contribution.}
 104.289 +
 104.290 +We show in this paper the definition and implementation of such a
 104.291 +mutable hardware abstraction, albeit at user-level rather than in
 104.292 +the kernel.  The abstraction lets a language's runtime be implemented as
 104.293 +a mutation, which we call a plugin.  The plugin implements parallelism constructs and assignment of tasks to cores.
 104.294 +
 104.295 +We focus in this introductory paper on the definition of the
 104.296 +abstraction and its support for parallelism constructs, postponing
 104.297 +exploration of assignment of tasks onto cores and other performance
 104.298 +optimizations to following papers. This paper defines multiple time-lines in a program, and a virtual timeline that globally orders events among them. It demonstrates three sets of parallelism constructs: synchronous \texttt{send}-\texttt{receive}
 104.299 +mo\textbf{\(f\)a}tivated by process calculi; \texttt{spawn} and \texttt{sync} from
 104.300 +Cilk {\cite{Fri98,CILKHome}}; and \texttt{mutex} and \texttt{condition
 104.301 +  variable} from pthreads.  The assignment policy we implemented with
 104.302 +them is simply first-come first-served.
 104.303 +
 104.304 +We call the abstraction Virtualized Master-Slave, or VMS. It
 104.305 +exports facilities to create virtual processors and control how their timelines relate to each other, and relate to physical time. It also exports facilities to suspend a virtual processor and for an executable to interact with the plugin. The plugin embodies most of a language's runtime. A wrapper-library or keyword is what appears in application code, and is what triggers the runtime.
 104.306 +
 104.307 +\paragraph*{Organization of paper.}
 104.308 +
 104.309 +Section~\ref{secAbsModel} provide the original concepts and
 104.310 +definitions of VMS. Section~\ref{secInternal} focuses on the
 104.311 +implementation, describing the elements and how they interact, then
 104.312 +relating them back to the theoretical definition.
 104.313 +Section~\ref{secApp} takes the point of view of the application code,
 104.314 +studying the usage and implementation of parallel language constructs
 104.315 +as a VMS plugin. To wrap up, measurements of effectiveness appear in
 104.316 +Section~\ref{secResults} and conclusions in
 104.317 +Section~\ref{secConclusion}.
 104.318 +
 104.319 +\section{Background and Related Work}
 104.320 +
 104.321 +User-level thread packages and most parallel language runtimes have to
 104.322 +side-step OS threads, by pinning one to each core, which effectively
 104.323 +gives the user-level package control over the core. Our VMS
 104.324 +implementation also does this. We are not claiming in this paper to
 104.325 +have the OS level implementation of VMS that is possible -- but just
 104.326 +the user-space version.
 104.327 +
 104.328 +\paragraph*{Related work.}
 104.329 +
 104.330 +The most primitive methods for establishing ordering among cores or distributed processors are atomic instructions and clock-synchronization techniques \cite{Lamport78,Christian89}.
 104.331 +
 104.332 +Meanwhile, the most closely related work is Scheduler Activations
 104.333 +\cite{SchedActivations}, which also allows modifying concurrency
 104.334 +constructs and controlling assignment of virtual processors onto
 104.335 +cores. However it has no virtual time to guarantee globally consistent
 104.336 +sequentialization, and no interface for plugins.
 104.337 +
 104.338 +BOM \cite{BOMinManticore}, which is used in Manticore to express
 104.339 +scheduling policies and synchronization, also bears resemblances to
 104.340 +VMS, but at a higher level of abstraction. BOM is a functional
 104.341 +language, rather than a primitive abstraction meant to sit at the
 104.342 +hardware-software boundary as VMS is.
 104.343 +
 104.344 +Coroutines is a high-performance means of switching between
 104.345 +tasks. Coroutine scheduling and stack handling techniques were well
 104.346 +suited to the user-space implementation of VMS.
 104.347 +
 104.348 +Other related work either provides an abstraction of the thread model,
 104.349 +or is a full language with specific parallelism constructs. As a
 104.350 +protypic example of user-level threads, Cilk {\cite{Fri98,CILKHome}}
 104.351 +provides a simplified abstraction with an efficient scheduling and
 104.352 +load balancing algorithm, but limited to fork-join concurrency. OpenMP
 104.353 +{\cite{OpenMPHome}} is a typical example of a parallel extension of
 104.354 +sequential languages; it allows creating tasks and controlling their
 104.355 +execution order. We claim that both Cilk and OpenMP, as well as most
 104.356 +thread abstractions or parallel languages may be implemented via
 104.357 +plugins to VMS, with similar performance.
 104.358 +
 104.359 +VMS is unique in that it doesn't impose its own concurrency semantics as a programming model, but rather takes preferred ones as plugins. This
 104.360 +makes it only a \emph{support} mechanism to
 104.361 +implement language runtimes -- VMS is hidden from the application, underneath the language. Parallelism constructs may be implemented
 104.362 +as VMS plugins, easily, quickly, and with high performance as
 104.363 +indicated in Section~\ref{secResults}.
 104.364 +
 104.365 +This work presents a first incarnation  of VMS. We plan
 104.366 +to explore the embedding into VMS of a variety of parallel languages,
 104.367 +with a special interest for coordination languages
 104.368 +\cite{Gelernter85Linda,CnCInHotPar,CnCHome}. We will also explore
 104.369 +VMS's compatibility with different concurrent semantics
 104.370 +\cite{Kah74,hoare78,milner99,Hewitt10,Actors97}. One particularly
 104.371 +important application would be to use VMS to facilitate the design and
 104.372 +implementation of the emerging hybrid programming models, such as
 104.373 +MPI+OpenMP, or OpenMP+OpenCL \cite{Car10,OpenCLHome}.
 104.374 +
 104.375 +
 104.376 +\section{Abstract Definition of VMS}
 104.377 +\label{secAbsModel}
 104.378 +
 104.379 +We start with an intuitive overview, then precise the definitions and
 104.380 +properties in the following sub-sections.
 104.381 +
 104.382 +\paragraph*{Definitions:}
 104.383 +
 104.384 +1) We want to avoid the confusion associated with the various
 104.385 +interpretations for the terms ``thread'' and ``task'' so will use
 104.386 +the term \emph{Virtual Processor} (VP), which we define as state in
 104.387 +combination with the ability to animate code or an additional level of
 104.388 +virtual processors. The state consists of a program counter, a stack
 104.389 +with its contents, a pointer to top of stack, and a pointer to the
 104.390 +current stack frame. 2) A \emph{physical processor}   executes
 104.391 +a sequential stream of instructions.
 104.392 +3) A program-timeline is the sequence of instructions animated by a
 104.393 +Slave VP, which is in turn animated by a physical processor.
 104.394 +
 104.395 +
 104.396 +\paragraph*{Intuitive Overview.}
 104.397 +
 104.398 +VMS can be understood via an analogy with atomic instructions, such as Compare and Swap (CAS). These are used to establish an ordering among the timelines of cores. They consist of two parts: 1) the semantics of what is done to the memory location, 2) a mechanism that establishes an ordering among the cores.  For CAS, the semantics are: ``compare value in this register to value at the address, and if same, then put value in second register into the address.''  Multiple kinds of atomic instructions share the same order-establishing mechanism, they simply provide different semantics as a front-end.
 104.399 +
 104.400 + VMS can be viewed as virtualizing the order-establishing mechanism. It allows the semantics to be plugged-in to it. This breaks concurrency constructs into two parts: the VMS mechanism, which establishes an ordering between events in different timelines; and the plugin, which supplies  the semantics.
 104.401 +
 104.402 + Below the interface, hardware mechanisms are employed to order specific points in one physical processor's timeline relative to specific points in another's timeline.    Above the interface, a plugin  provides the semantics that an application uses to invoke creation of the ordering. 
 104.403 +
 104.404 +Together,  VMS plus the plugin form a parallelism construct, by which an application controls how the time-lines of its virtual processors relate. Such constructs also guarantee relations of VP time-lines to hardware events.
 104.405 +
 104.406 +As an example, consider a program where one VP writes into a data structure then calls a \texttt{send} construct. Meanwhile, a
 104.407 +different VP calls the \texttt{receive} construct then reads
 104.408 +the data structure. The semantics of the \texttt{send} and \texttt{receive} constructs are that all data
 104.409 +written before the \texttt{send} is readable in the other time-line
 104.410 +after the \texttt{receive}.
 104.411 + To implement these constructs, VMS provides the mechanism to enforce the ordering, and to include the writes and reads in that ordering.  The plugin directs that mechanism to order the \texttt{send} event before the \texttt{receive} event.
 104.412 +%% AC. Too early.
 104.413 +% VMS provides a primitive guarantee that
 104.414 +% plugin code builds upon to provide such higher-level guarantees. The
 104.415 +% primitive guarantee is defined in Section~\ref{scTime}, after the
 104.416 +% necessary vocabulary is established.
 104.417 +
 104.418 +\paragraph{What the VMS interface provides:} The interface provides primitive operations
 104.419 +to create and suspend VPs; a way for plugins to control when and where
 104.420 +each VP is (re)started; a way for application code to send requests to the plugin; and a way to order a specific point in one VP time-line relative to a specific point in another VP time-line. All implementations of the VMS interface provide these, whether  it is on shared memory or distributed, with
 104.421 +strong memory consistency or weak.
 104.422 +
 104.423 +\paragraph*{Specification in three parts.}
 104.424 +
 104.425 +We specify the observable behavior of a VMS system \emph{with plugins present}.  Hence,
 104.426 +the specified behaviors remain valid with any parallelism construct
 104.427 +implementable with VMS.  First we give the specification of a computation system that VMS is compatible with; then specify a notion of time and the key VMS guarantee; and lastly specify
 104.428 +virtual processor scheduling states and transitions between them.
 104.429 +
 104.430 +%% AC. Too early, Master has not been defined. I renamed VMS-core into
 104.431 +%% VMS afterwards, finding no ambiguity.
 104.432 +% The Master mentioned in the definition is an abstract entity, with a
 104.433 +% plugin present. In practice, this Master entity is implemented as part
 104.434 +% of a core VMS, and plugins later added. This VMS-core is the hardware
 104.435 +% abstraction. It hides the physical hardware behind an interface that
 104.436 +% creates virtual processors and enforces well-defined time-behavior.
 104.437 +
 104.438 +\subsection{The Specifications for a VMS-compatible Computation System}
 104.439 +
 104.440 +\begin{itemize}
 104.441 +\item An application creates multiple VPs, which are Slaves, each with an
 104.442 +  independent time-line.
 104.443 +\item A schedule of Slaves is generated by a Master entity, from
 104.444 +  within a hidden time-line(s).
 104.445 +\item A schedule is the  set of physical locations and time-points at which Slaves are
 104.446 +  (re)animated.
 104.447 +\item All semantic parallelism behavior is invoked by Slaves communicating
 104.448 +  with the Master.
 104.449 +\item A Slave communicates with the Master by using a VMS primitive,
 104.450 +  which suspends  the Slave.
 104.451 +\end{itemize}
 104.452 +
 104.453 +\paragraph{Where we define:}
 104.454 + Semantic Parallelism Behavior is the actions taken by a parallelism construct, which establishes an ordering among events in different Slave timelines.
 104.455 +
 104.456 +
 104.457 +\paragraph{Discussion:}  The key point is that
 104.458 +\emph{scheduling is separated from the application code}. This is enforced by the schedule being generated in a time-line hidden from the application. The rest of the requirements are consequences of that separation.
 104.459 +
 104.460 +The Master entity appears as a single entity, to the slaves. However it may
 104.461 +be implemented with multiple (hidden) timelines.  This is the approach taken in our initial implementation, which has several Master VPs hidden inside the VMS
 104.462 +implementation.
 104.463 +
 104.464 + 
 104.465 +
 104.466 +
 104.467 +%% AC. Calling memory a processing element only adds confusion.
 104.468 +% {\bf Definitions:\ }VMS is intended only for hardware systems that
 104.469 +% consist of processing elements connected by communication.  We define
 104.470 +% a memory-space to be a processing element, albeit without the ability
 104.471 +% to transform data.
 104.472 +
 104.473 +
 104.474 +\subsection{The Time-Related Specifications of VMS}
 104.475 +\label{secTime}
 104.476 +
 104.477 +To prepare for the time-related specifications, we give an advance peek of the following section, 3.3. There, Slave VPs are specified to have three scheduling states: Animated, Blocked, and Ready.  When a  parallelism construct starts execution, the Slave  transitions from Animated to Blocked. When it ends execution, the Slave transitions from Blocked to Ready.    VMS provides a way to control the order  of these state-transitions, which is equivalent to controlling the order of the parallelism-constructs.  Controlling the state transitions is how the ordering among constructs in different timelines  is established. 
 104.478 +   
 104.479 +With that background, here are time-related specifications for VMS: \begin{itemize}
 104.480 +\item VMS provides a Virtual timeline that globally orders changes of scheduling state  of Slave VPs.
 104.481 +\item Ordering is created among construct-invocations by controlling the order of Blocked to Ready transitions in the Virtual timeline.
 104.482 +\item 
 104.483 +Causally tied construct-invocations are  tied-together inside the Master. \item VMS enforces ordering of \textit{observations} of physical events  in Slave timelines to be consistent with the Virtual time ordering.
 104.484 +\item Virtual time defines only ordering, but not spans, nor widths.
 104.485 +\end{itemize}
 104.486 +
 104.487 +\paragraph{Discussion:} 
 104.488 +Most importantly here, Virtual time defines a global ordering among Slave state-transitions. To make this useful for parallelism,  VMS must be implemented so that observations of physical events, like reads and writes to shared memory, are consistent with that ordering. 
 104.489 +
 104.490 +The Virtual timeline plays the same role as the mechanism added to memory systems to support atomic instructions. All atomic instructions require hardware that establishes an ordering among the timelines of physical cores. That hardware sequentializes execution of atomic memory accesses to the same address. VMS virtualizes this mechanism.  It provides the same ordering function.
 104.491 +
 104.492 +An important point is that the Virtual timeline is generated inside the Master. When a Slave uses the VMS primitive to send a parallelism-construct request, it suspends.  However, that Slave doesn't actually transition state from Animated to Blocked until the Master \textit{acknowledges} the suspension.  It is the  acknowledgement that adds the Slave transition into the Virtual timeline.
 104.493 +
 104.494 +The essential value of VMS is using it to control the order of observing events. It has to be able to causally link the execution of a parallelism construct in one timeline to the execution of a construct in a different timeline. Establishing such a causal link is called \textit{tying together} two construct executions.
 104.495 + It is specific executions from different timelines that are causally linked with such a tie.
 104.496 +\paragraph*{The key VMS guarantee:}
 104.497 +
 104.498 +the order of observing physical events is consistent with the order of tied together parallelism constructs. 
 104.499 +
 104.500 +To explain this, take as given:  two Slaves both execute parallelism constructs, those are tied together by the Master, establishing a causal ordering from one to the other. So, one construct is the \textit{before}-construct, the other is the \textit{after}-construct. Now, the guarantee means that any events triggered before the before-construct, in its timeline,   are guaranteed to be detected in the other timeline as also preceding the after-construct.  In addition, events triggered after the after-construct are guaranteed not visible before the before-construct in its timeline. This two-part guarantee is the result of the above specifications of VMS's time-related behavior.
 104.501 +
 104.502 +
 104.503 +
 104.504 + 
 104.505 +\paragraph*{Definitions:}
 104.506 +
 104.507 +Some more definitions, to prepare for the next explanation. 1) An \textit{ordering-point} exists in a Slave VP's timeline as a zero-width event that can be tied to ordering points in other timelines. It is initiated by a Slave VP executing the suspend
 104.508 +primitive, and ended by the Master transitioning the Slave back to Animated. 2) A trace-segment is a portion of a Slave VP's stream of instructions bounded by ordering-points. 
 104.509 +
 104.510 +Hence, the timeline of a Slave is a sequence of trace-segments. Each
 104.511 +trace-segment is animated by a single physical processor, but not
 104.512 +necessarily the same  as animated the Slave's other trace segments.
 104.513 +
 104.514 +  
 104.515 +
 104.516 +
 104.517 +\begin{figure}[ht]
 104.518 + \includegraphics[width=3.5in]{../figures/Time_in_VMS_2.eps}
 104.519 + \caption
 104.520 + {Time Behaviors:  \ Shows Ordering Point 1.1 being tied to Ordering Point 2.1. As a result, VMS guarantees that events triggered in Trace Segment 1.1 are seen as having taken place in the past in Trace Segment 2.2.  Also shows that there is no common tied ordering point between segments 1.2 and 2.2, so VMS provides no guarantees about what order segment 2.2 sees events triggered in segment 1.2.
 104.521 +  }
 104.522 +\label{figTimeMapping}
 104.523 +\end{figure}
 104.524 +
 104.525 +\paragraph*{Relating time-lines to each other.}
 104.526 +
 104.527 +Figure \ref{figTimeMapping} shows two ordering points being tied together. A trace segment starts, at the same time an ordering-point ends, by its Slave transitioning to Animated.  Because the transition to Animated exists as a point in Virtual time, the start of a trace-segment has a well-defined position within Virtual time. Likewise, a trace-segment is ended by its Slave executing the suspend primitive of VMS.  Although this does not have a well-defined point in Virtual time, every execution of suspend is acknowledged by the Master, which transitions the Slave to Blocked.  That transition does have a well-defined position in Virtual time. Hence, the end of every trace-segment is associated with a well-defined position in Virtual time.
 104.528 +
 104.529 +As a result, trace segments can be ordered relative to each other, by checking their start and end points in Virtual time. If they have no overlap in virtual time then they have a total ordering. However, if any portion of them overlaps in Virtual time, then they are considered concurrent trace-segments, and their Slaves are considered to be executing in parallel between those points of Virtual time.  
 104.530 +
 104.531 +Note that this is conservative because it doesn't take into account the physical wait time between a Slave suspending and the Master acknowledging. The Slave may stop executing at a physical time-point that would map onto an earlier point in Virtual time. In some cases, ending the Slave's trace-segment at the earlier point would eliminate the overlap with a particular other trace-segment.  But VMS's set of specifications doesn't allow such mapping of suspend-execution onto Virtual time (for implementation-related reasons, which require downloading the code and gaining experience with it, to establish a common language, for an explanation to be understood).
 104.532 +
 104.533 +
 104.534 +
 104.535 +A  subtlety is that events triggered
 104.536 +before one tied ordering-point, {\em{might}} be visible in the other timeline before the other tied ordering-point.  In the figure, segment 2.1 might be able to see events from segment 1.1 if it looked.  The VMS guarantee doesn't cover overlapped trace-segments. Physical events triggered before are only guaranteed visible
 104.537 +{\em{after}} the tie point, and events after are only guaranteed
 104.538 +{\em{not}} visible {\em{before}} the tie point.
 104.539 +
 104.540 +We call this bounded non-determinism, because events within overlapped trace-segments have non-deterministic ordering, but the region of non-determinism can be bounded by tied ordering-points. This allows a program to specify non-determinism, but control the region of non-deterministic behavior.  For example, a reduction construct could be created that non-deterministically assigns portions of the reduction work to overlapped Slave segments. It would tie together ordering points from all the Slaves that mark the end of reduction.  Hence, the outcome is deterministic, but the path to get there is not.
 104.541 +
 104.542 +\paragraph*{Sequential algorithms for parallel constructs.}
 104.543 +The globally-consistent sequential order in Virtual time enables one
 104.544 +of VMS's main benefits: sequential algorithms for parallel constructs.
 104.545 +An implementation to
 104.546 +tie ordering points together equals an implementation of parallel constructs. A plugin has an ordering of state transitions available, and chooses from those. Sequential algorithms rely on an ordering existing, while concurrent algorithms must include operations that establish an ordering.  Plugins have Virtual time ordering available, so they can use sequential algorithms.  
 104.547 +\subsection{Specification of Scheduling State}
 104.548 +
 104.549 +Scheduling state is used in VMS to organize internal activity, for
 104.550 +enforcing the guarantees.
 104.551 +
 104.552 +\begin{itemize}
 104.553 +\item VPs have three scheduling states: {\em{Animated}},
 104.554 +  {\em{Blocked}}, {\em{Ready}}; see Figure~\ref{figStates}.
 104.555 +\item VPs in Animated are {\em{allowed}} to advance Program time with
 104.556 +  (core-local) physical time.
 104.557 +\item VPs in Blocked and Ready do not advance their Program time.
 104.558 +\item Animated has two physical states: {\em{Progressing}} and
 104.559 +  {\em{Stalled}}.
 104.560 +\item VPs in Progressing advance Program time with (core-local)
 104.561 +  physical time, those in Stalled do not (allowing non-semantic
 104.562 +  suspend for hardware interrupts).
 104.563 +\item Scheduling states are defined in Virtual time only.
 104.564 +\item Progressing and Stalled are defined in (core-local) physical
 104.565 +  time only; the distinction is invisible in Virtual time.
 104.566 +\end{itemize}
 104.567 +
 104.568 +\begin{figure}[h!tb]
 104.569 +\begin{minipage}{.55\textwidth}
 104.570 +  \includegraphics[width=\textwidth]{../figures/Scheduling_states_2.eps}
 104.571 +  \caption{Scheduling states of a slave VP in the VMS model. Animated, Blocked, and Ready are only defined in Virtual Time and only visible in the Master.  Progressing and Stalled are only visible in physical-processor local time, not visible in Virtual time.}
 104.572 +  \label{figStates}
 104.573 +\end{minipage}
 104.574 +\hfill
 104.575 +\begin{minipage}{.43\textwidth}
 104.576 +  \includegraphics[width=\textwidth]{../figures/VMS-core__plugins.eps}
 104.577 +  \caption
 104.578 + {
 104.579 +  The Master, split into a generic core and a language-specific plugin.
 104.580 +  The core encapsulates the hardware and remains the same across applications.
 104.581 +  The plugin implements the semantics of the parallelism-constructs.
 104.582 + }
 104.583 + \label{figMasterSplit}
 104.584 +\end{minipage}
 104.585 +\end{figure}
 104.586 +
 104.587 +
 104.588 +Some important points: (1) only VPs Animated can trigger physical
 104.589 +events that are seen in other program time-lines; (2) the distinction
 104.590 +between Blocked vs Stalled is that a Slave has to explicitly execute a
 104.591 +VMS primitive operation to enter Blocked. In contrast, Stalled happens
 104.592 +invisibly, with no effect on semantic behavior. It is due to hardware
 104.593 +events hidden inside VMS, such as interrupts.
 104.594 +
 104.595 +The Ready state is used to separate the parallelism-construct behavior
 104.596 +from the scheduling behavior. It acts as a ``staging area'' for
 104.597 +scheduling. VPs placed into this state are {\em{ready}} to be
 104.598 +animated, but the scheduler decides when and where.
 104.599 +
 104.600 +An interesting point is that in VMS, the causal tie between timelines is created by actions {\em{outside}}  program timelines. In contrast, memory-based lock algorithms place the concurrency-related behavior {\em{inside}} program
 104.601 +timelines.
 104.602 +
 104.603 +\paragraph*{Transition Between Slave Scheduling States.}
 104.604 +
 104.605 +\begin{itemize}
 104.606 +\item VPs transition states as shown in Figure \ref{figStates}.
 104.607 +\item Animated$\rightarrow$Blocked is requested by a Slave  executing suspend, but takes place in Virtual time at the point the Master acknowledges that request.
 104.608 +\item Blocked$\rightarrow$Ready is determined by the semantics
 104.609 +  implemented in the plugin.
 104.610 +\item Ready$\rightarrow$Animated is determined by the scheduler in the
 104.611 +  plugin.
 104.612 +\item Transitions in scheduling state have a globally consistent order
 104.613 +  in Virtual time.
 104.614 +\end{itemize}
 104.615 +
 104.616 +The parallelism primitives executed by a program do not directly control change
 104.617 +in scheduling states. Rather they communicate messages to the Master,
 104.618 +via a VMS supplied primitive. If it suspended when sending the request, then the act of the Master acknowledging the request places the Animated$\rightarrow$Blocked transition into Virtual time. Inside the Master, the plugin then processes the message. Based on contents, it performs changes in state from Blocked$\rightarrow$Ready,
 104.619 +creates new VPs, and dissipates existing VPs.  Most communication from
 104.620 +Slave to Master requires the Slave to suspend when it sends the
 104.621 +message. A few messages, like creating new Slave may be sent without
 104.622 +suspending.
 104.623 +
 104.624 +The suspend primitive decouples local physical time from Virtual time.
 104.625 +Execution causes immediate transition to Stalled in physical time,
 104.626 +later the Master performs Animated$\rightarrow$Blocked, fixing that
 104.627 +transition in Virtual time. The only relationship is causality. This
 104.628 +weak relation is what allows suspension-points to be serialized in
 104.629 +Virtual time, which in turn is what allows using sequential algorithms
 104.630 +to implement parallelism constructs.
 104.631 +
 104.632 +\subsection{Plugins}
 104.633 +
 104.634 +The Master entity has two parts, a generic core part and a plugin
 104.635 +(Figure \ref{figMasterSplit}).  The core part of the Master is
 104.636 +implemented as part of VMS itself. The plugin supplies two functions:
 104.637 +the communication-handler and the scheduler, both having a standard
 104.638 +prototype. The communication-handler implements the parallelism
 104.639 +constructs, while scheduler assigns VPs to cores.
 104.640 +
 104.641 +An \emph{instance} of a plugin is created as part of initializing an
 104.642 +application, and the instance holds the semantic and scheduling state
 104.643 +for that run of the application. This state, combined with the virtual
 104.644 +processor states of the slaves created during that application run,
 104.645 +represents progress of the work of the application.  For example,
 104.646 +multi-tasking is performed simply by the Master switching among
 104.647 +plugin instances when it has a resource to offer to a scheduler. The
 104.648 +parallelism-semantic state holds all information needed to resume
 104.649 +(hardware state, such as TLB and cache-tags is inside VMS).
 104.650 +
 104.651 +\section{Internal Workings of Our Implementation}
 104.652 +\label{secInternal}
 104.653 +
 104.654 +For our example implementation, we name the elements and describe their
 104.655 +logical function, then relate those to the abstract model. We then step
 104.656 +through the operation of the elements.
 104.657 +
 104.658 +\paragraph*{Elements and their logical function.}
 104.659 +
 104.660 +As illustrated in Figure~\ref{figInternals}, our VMS implementation is
 104.661 +organized around physical cores.  Each core has its own {\em{master
 104.662 +    virtual-processor}}, \texttt{masterVP}, and a {\em{physical-core
 104.663 +    controller}}, which communicate via a set of scheduling slots,
 104.664 +\texttt{schedSlot}. The Master in the abstract definition is
 104.665 +implemented by the multiple \texttt{masterVP}s plus a particular
 104.666 +plugin instance with its shared parallelism-semantic state (seen at
 104.667 +the top).
 104.668 +
 104.669 +On a given core, only one of: the core-controller, \texttt{masterVP},
 104.670 +or a slave VP, is animated at any point in local physical time. Each
 104.671 +\texttt{masterVP} animates the same function, called
 104.672 +\texttt{master\_loop}, and each slave VP animates a function from the
 104.673 +application, starting with the top-level function the slave is created
 104.674 +with, and following its call sequence. The core controller is
 104.675 +implemented here as a Linux pthread that runs the \texttt{core\_loop}
 104.676 +function.
 104.677 +
 104.678 +Switching between VPs is done by executing a VMS primitive that
 104.679 +suspends the VP. This switches the physical core over to the
 104.680 +controller, by jumping to the start of the \texttt{core\_loop}
 104.681 +function, which chooses the next VP and switches to that (switching is
 104.682 +detailed in Section \ref{secApp} Figure \ref{figAssembly}).
 104.683 +
 104.684 +\paragraph*{Relation to abstract model.}
 104.685 +
 104.686 +We chose to implement the Master entity of the model by a set of
 104.687 +\texttt{masterVP}s, plus plugin functions and shared
 104.688 +parallelism-semantic state. VMS consists of this implementation of the
 104.689 +Master, plus the core-controllers, plus the VMS primitive libraries,
 104.690 +for creating new VPs and dissipating existing VPs, suspending VPs, and
 104.691 +communicating from slave VP to Master. In Figure~\ref{figInternals},
 104.692 +everything in green is part of VMS, while the plugin is in red, and
 104.693 +application code appears as blue, inside the slave VP.
 104.694 +
 104.695 +Virtual time in the model is implemented via a combination of four
 104.696 +things: a \texttt{masterLock} (not shown) that guarantees non-overlap
 104.697 +of \texttt{masterVP} trace-segments; the \texttt{master\_loop} which
 104.698 +performs transition Animated$\rightarrow$Blocked; the
 104.699 +\texttt{comm\_handler\_fn} which performs Blocked$\rightarrow$Ready
 104.700 +and the \texttt{scheduler\_fn} which performs
 104.701 +Ready$\rightarrow$Animated. \ Each state transition is one step of
 104.702 +Virtual time; is guaranteed sequential by the non-overlap of
 104.703 +\texttt{masterVP} trace segments; and is global due to being in
 104.704 +parallelism-semantic state that is shared (top of
 104.705 +Figure~\ref{figInternals}).
 104.706 +
 104.707 +Transitions Progressing$\rightleftarrows$Stalled within the Animated
 104.708 +state are invisible to the parallelism semantics, the Master, and
 104.709 +Virtual time, and so have no effect on the elements seen.
 104.710 +
 104.711 +\begin{figure*}[h!tb]
 104.712 +  \centerline{\includegraphics[width=5in]{../figures/VMS-core__internal_workings.eps}}
 104.713 +  \caption
 104.714 +  { Internal elements of our example VMS implementation
 104.715 +  }
 104.716 +  \label{figInternals}
 104.717 +\end{figure*}
 104.718 +
 104.719 +\paragraph*{Steps of operation.}
 104.720 +
 104.721 +The steps of operation are numbered, in Figure \ref{figInternals}.
 104.722 +Taking them in order:
 104.723 +
 104.724 +\begin{enumerate}
 104.725 +\item \texttt{master\_loop} scans the scheduling slots to see which
 104.726 +  ones' slaves have suspended since the previous scan.
 104.727 +\item It hands these to the \texttt{comm\_handler\_fn} plugged in
 104.728 +(which equals transition Animated$\rightarrow$Blocked).
 104.729 +\item The VP has a request attached, and data in it causes the
 104.730 +  \texttt{comm\_handler\_fn} to manipulate data structures in the
 104.731 +  shared parallelism-semantic state.  These structures hold all the
 104.732 +  slaves in the blocked state (code-level detail and example will
 104.733 +  come in Figure~\ref{figReqHdlr}, Section~\ref{secApp}).
 104.734 +\item Some requests cause slaves to be moved to a \texttt{readyQ} on
 104.735 +  one of the cores (Blocked$\rightarrow$Ready). Which core's
 104.736 +  \texttt{readyQ} receives the slave is under plugin control,
 104.737 +  determined by a combination of request contents, semantic state and
 104.738 +  physical machine state.
 104.739 +\item During the scan, the \texttt{master\_loop} also looks for empty
 104.740 +  slots, and for each calls the \texttt{scheduler\_fn} plugged in. It
 104.741 +  chooses a slave from the \texttt{readyQ} on the core animating
 104.742 +  \texttt{master\_loop}.
 104.743 +\item The \texttt{master\_loop} then places the slave VP's pointer
 104.744 +  into the scheduling slot (Ready$\rightarrow$Animated), making it
 104.745 +  available to the \texttt{core\_loop}.
 104.746 +\item When done with the scan, \texttt{masterVP} suspends, switching
 104.747 +  animation back to the \texttt{core\_loop}.
 104.748 +\item \texttt{core\_loop} takes slave VPs out of the slots.
 104.749 +\item Then \texttt{core\_loop} switches animation to these slave VPs.
 104.750 +\item When a slave self-suspends, animation returns to the
 104.751 +  \texttt{core\_loop} (detail in code in Figure 9), which picks
 104.752 +  another.
 104.753 +\item Until all slots are empty and the \texttt{core\_loop} switches
 104.754 +  animation to the \texttt{masterVP}.
 104.755 +\end{enumerate}
 104.756 +
 104.757 +\paragraph*{Enabling sequential implementation of parallelism semantics.}
 104.758 +
 104.759 +All these steps happen on each core separately, but
 104.760 +%% AC. Cannot be both an essential property of VMS and "un this particular..."
 104.761 +% in this particular implementation
 104.762 +we use a central \texttt{masterLock} to ensure that
 104.763 +only one core's \texttt{masterVP} can be active at any time.  This
 104.764 +guarantees non-overlap of trace-segments from different
 104.765 +\texttt{masterVP}s, allowing the plugins to use sequential algorithms,
 104.766 +without a performance penalty, as verified in
 104.767 +Section~\ref{secResults}.
 104.768 +
 104.769 +Relating this to the abstract model: the parallelism-semantic behavior
 104.770 +of the Master is implemented by the communication handler, in the
 104.771 +plugin. It thus runs in the Master time referred to, in the model, in
 104.772 +Section \ref{secAbsModel}. Requests are sent to the Master by
 104.773 +self-suspension of the slaves, but sit idle until the other slaves in
 104.774 +the scheduling slots have also run. This is the passive behavior of
 104.775 +requests that was noted in Section~\ref{secAbsModel}, which allows the
 104.776 +\texttt{masterVP}s to remain suspended until needed.  This in turn
 104.777 +enables the \texttt{masterVP}s from different cores to be
 104.778 +non-overlapped. It is the non-overlap that enables the algorithms for
 104.779 +the parallelism semantics to be sequential.
 104.780 +
 104.781 +\section{Code Example}
 104.782 +\label{secApp}
 104.783 +
 104.784 +To relate the abstract model and the internal elements to application
 104.785 +code and parallelism-library code, we give code snippets that
 104.786 +illustrate key features.  We start with the application then work down
 104.787 +through the sequence of calls, to the plugin, using our SSR
 104.788 +{\cite{VMSHome}} parallelism-library as an example.
 104.789 +
 104.790 +In general, applications are either written in terms of a parallel
 104.791 +language that has its own syntax, or a base language with a
 104.792 +parallelism library, which is often called an {\em{embedded
 104.793 +    language}}.  Our demonstrators, VCilk {\cite{VMSHome}}, Vthread,
 104.794 +and SSR, are all parallelism libraries. A parallel language would
 104.795 +follow the standard practice of performing source-to-source transform,
 104.796 +from custom syntax into C plus parallelism-library calls.
 104.797 +
 104.798 +\paragraph*{SSR.}
 104.799 +
 104.800 +SSR stands for Synchronous Send-Receive, and details of its calls and
 104.801 +internal implementation will be given throughout this section. It has
 104.802 +two types of construct. The first, called {\em{from-to}} has two
 104.803 +calls: \texttt{SSR\_send\_from\_to} and
 104.804 +\texttt{SSR\_receive\_from\_to}, both of which specify the sending VP
 104.805 +as well as the receiving VP. \ The other, called {\em{of-type}} also
 104.806 +has two calls: \texttt{SSR\_\_send\_of\_type\_to} and
 104.807 +\texttt{SSR\_\_receive\_of\_type}, which allow a receiver to accept
 104.808 +from anonymous senders, but select according to type of message.
 104.809 +
 104.810 +% An example of a double column floating figure using two subfigures.
 104.811 +% (The subfig.sty package must be loaded for this to work.)
 104.812 +% The subfigure \label commands are set within each subfloat command, the
 104.813 +% \label for the overall figure must come after \caption.
 104.814 +% \hfil must be used as a separator to get equal spacing.
 104.815 +% The subfigure.sty package works much the same way, except \subfigure is
 104.816 +% used instead of \subfloat.
 104.817 +%
 104.818 +%\begin{figure*}[!t]
 104.819 +%\centerline{\subfloat[Case I]\includegraphics[width=2.5in]{subfigcase1}%
 104.820 +%\label{fig_first_case}}
 104.821 +%\hfil
 104.822 +%\subfloat[Case II]{\includegraphics[width=2.5in]{subfigcase2}%
 104.823 +%\label{fig_second_case}}}
 104.824 +%\caption{Simulation results}
 104.825 +%\label{fig_sim}
 104.826 +%\end{figure*}
 104.827 +%
 104.828 +% Note that often IEEE papers with subfigures do not employ subfigure
 104.829 +% captions (using the optional argument to \subfloat), but instead will
 104.830 +% reference/describe all of them (a), (b), etc., within the main caption.
 104.831 +
 104.832 +\paragraph*{Application view.}
 104.833 +
 104.834 +Figure~\ref{figAnimVP} shows snippets of application code, which use
 104.835 +the SSR parallelism library. The most important feature is that all
 104.836 +calls take a pointer to the VP that is animating the call. This is
 104.837 +seen at the top of the figure where slave VP creation takes a pointer
 104.838 +to the VP asking for creation. Below that is the standard prototype
 104.839 +for top level functions, showing that the function receives a pointer
 104.840 +to the VP it is the top level function for.
 104.841 +
 104.842 +The pointer is placed on the stack by VMS when it creates the VP, and
 104.843 +is the means by which the application comes into possession of the
 104.844 +pointer. This animating VP is passed to all library calls made from
 104.845 +there. For example, the bottom shows a pointer to the animating VP
 104.846 +placed in the position of sender in the \texttt{send} construct call.
 104.847 +Correspondingly, for the \texttt{receive} construct, the position of
 104.848 +receiving VP is filled by the VP animating the call.
 104.849 +
 104.850 +\begin{figure}[h!tb]
 104.851 +{\noindent
 104.852 +{\footnotesize
 104.853 +{\small Creating a new processor:}
 104.854 +\begin{verbatim}
 104.855 +newProcessor = SSR__create_procr( &top_VP_fn, paramsPtr, animatingVP );
 104.856 +\end{verbatim}
 104.857 +
 104.858 +{\small prototype for the top level function:}
 104.859 +\begin{verbatim}
 104.860 +top_VP_fn( void *parameterStrucPtr, VirtProcr *animatingVP );
 104.861 +\end{verbatim}
 104.862 +
 104.863 +{\small handing animating VP to parallelism constructs:}
 104.864 +\begin{verbatim}
 104.865 +SSR__send_from_to( messagePtr, animatingVP, receivingVP );
 104.866 +messagePtr = SSR__receive_from_to( sendingVP, animatingVP );
 104.867 +\end{verbatim}
 104.868 +}
 104.869 +}
 104.870 +\caption
 104.871 +{Application code snippets showing that all calls to the parallelism library
 104.872 +take the VP animating that call as a parameter.
 104.873 +}
 104.874 +\label{figAnimVP}
 104.875 +\end{figure}
 104.876 +
 104.877 +Relating these to the internal elements of our implementation, the
 104.878 +\texttt{animatingVP} suspends inside each of these calls, passing a
 104.879 +request (generated in the library) to one of the \texttt{masterVP}s.
 104.880 +The \texttt{masterVP} then calls the \texttt{comm-handler} plugin, and
 104.881 +so on, as described in Section \ref{secInternal}.
 104.882 +
 104.883 +For the \texttt{SSR\_\_create\_processor} call, the comm-handler in
 104.884 +turn calls a VMS primitive to perform the creation.  The primitive
 104.885 +places a pointer to the newly created VP onto its stack, so that when
 104.886 +\texttt{top\_VP\_fn} is later animated, it sees the VP-pointer as a
 104.887 +parameter passed to it. \ All application code is either such a
 104.888 +top-level function, or has one at the root of the call-stack.
 104.889 +
 104.890 +The send and receive calls both suspend their animating VP. When both
 104.891 +have been called, the communication handler pairs them up and resumes
 104.892 +both. This ties time-lines together, invoking the VMS guarantee. Both
 104.893 +application-functions know, because of the VMS guarantee
 104.894 +(Section~\ref{secAbsModel}), that writes to shared variables made
 104.895 +before the send call by the sender are visible to the receiver after
 104.896 +the receive call. This is the programmer's view of tying together the
 104.897 +local time-lines of two different VPs, as defined in
 104.898 +Section~\ref{secAbsModel}.
 104.899 +
 104.900 +\paragraph*{Concurrency-library view.}
 104.901 +
 104.902 +A parallelism library is a wrapper.  Each call, in general, only creates a request,
 104.903 +sends it, and returns, as seen below.  To send a request, it uses the
 104.904 +combined request-and-suspend VMS primitive that attaches the request
 104.905 +then suspends the VP.  The primitive requires the pointer to the VP,
 104.906 +to attach the request and to suspend it.
 104.907 +
 104.908 +In Figure~\ref{figImplLib}, notice that the request's data is on the
 104.909 +stack of the virtual processor that's animating the call, which is the
 104.910 +\texttt{receiveVP}.  The \texttt{VMS\_\_send\_sem\_request} suspends
 104.911 +this VP, which changes the physical core's stack pointer to a
 104.912 +different stack. So the request data is guaranteed to remain
 104.913 +undisturbed while the VP is suspended.
 104.914 +
 104.915 +Figure~\ref{figAssembly} shows the implementation of the VMS suspend
 104.916 +primitive. As seen in Figure \ref{figInternals}, suspending the
 104.917 +\texttt{receiveVP} involves switching to the \texttt{core\_loop}. In
 104.918 +our implementation, this is done by switching to the stack of the
 104.919 +pthread pinned to the physical core and then jumping to the
 104.920 +start-point of \texttt{core\_loop}.
 104.921 +
 104.922 +This code uses standard techniques commonly employed in co-routine
 104.923 +implementations. Tuning effort spent in \texttt{core\_loop} is
 104.924 +inherited by all applications.
 104.925 +
 104.926 +\begin{figure}[h!tb]
 104.927 +{\noindent
 104.928 +{\footnotesize
 104.929 +\begin{verbatim}
 104.930 +void * SSR__receive_from_to( VirtProcr *sendVP, VirtProcr *receiveVP )
 104.931 + { SSRSemReq  reqData;
 104.932 +   reqData.receiveVP = receiveVP;
 104.933 +   reqData.sendVP    = sendVP;
 104.934 +   reqData.reqType   = receive_from_to;
 104.935 +   VMS__send_sem_request( &reqData, receiveVP );
 104.936 +   return receiveVP->dataReturnedFromRequest;
 104.937 + }
 104.938 +\end{verbatim}
 104.939 +}
 104.940 +}
 104.941 +\caption{Implementation of SSR's receive\_from\_to library function.}
 104.942 +\label{figImplLib}
 104.943 +
 104.944 +{\noindent
 104.945 +{\footnotesize
 104.946 +\begin{verbatim}
 104.947 +VMS__suspend_procr( VirtProcr *animatingVP )
 104.948 + { animatingVP->resumeInstrAddr = &&ResumePt; //GCC takes addr of label
 104.949 +   animatingVP->schedSlotAssignedTo->isNewlySuspended = TRUE; //for master_loop to see
 104.950 +   <assembly code stores current physical core's stack reg into animatingVP struct>
 104.951 +   <assembly code loads stack reg with core_loop stackPtr, which was saved into animatingVP>
 104.952 +   <assembly code jmps to core_loop start instr addr, which was also saved into animatingVP>
 104.953 + ResumePt:
 104.954 +   return;
 104.955 + }
 104.956 +\end{verbatim}
 104.957 +}
 104.958 +}
 104.959 +  \caption
 104.960 +{Implementation of VMS suspend processor.
 104.961 +Re-animating the virtual processor reverses this sequence. \ It saves the
 104.962 +\texttt{core\_loop}'s resume instr-addr and stack ptr into the VP structure,
 104.963 +then loads the VP's stack ptr and jmps to its \texttt{resumeInstrAddr}.
 104.964 +}
 104.965 +\label{figAssembly}
 104.966 +
 104.967 +{\noindent
 104.968 +{\footnotesize
 104.969 +\begin{verbatim}
 104.970 +handle_receive_from_to( VirtProcr *requestingVP, SSRSemReq *reqData, SSRSemEnv *semEnv )
 104.971 + { commHashTbl = semEnv->communicatingVPHashTable;
 104.972 +   key[0] = reqData->receiveVP;   key[1] = reqData->sendVP; //send uses same key
 104.973 +   waitingReqData = lookup_and_remove( key, commHashTbl );  //get waiting request
 104.974 +   if( waitingReqData != NULL )
 104.975 +    { resume_virt_procr( waitingReqData->sendVP );
 104.976 +      resume_virt_procr( waitingReqData->receiveVP );
 104.977 +    }
 104.978 +   else
 104.979 +      insert( key, reqData, commHashTbl ); //receive is first to arrive, make it wait
 104.980 + }
 104.981 +\end{verbatim}
 104.982 +}
 104.983 +}
 104.984 +  \caption
 104.985 +{Pseudo-code of communication-handler for
 104.986 +\texttt{receive\_from\_to} request type. The \texttt{semEnv} is a pointer
 104.987 +to the shared parallel semantic state seen at the top of
 104.988 +Figure~\ref{figInternals}.
 104.989 +}
 104.990 +\label{figReqHdlr}
 104.991 +\end{figure}
 104.992 +
 104.993 +\paragraph*{Plugin view.}
 104.994 +
 104.995 +SSR's communication handler dispatches on the \texttt{reqType} field
 104.996 +of the request data, as set by the \texttt{SSR\_\_receive\_from\_to}
 104.997 +code. It calls the handler code in Figure \ref{figReqHdlr}. This
 104.998 +constructs a hash-key, by concatenating the from-VP's pointer with the
 104.999 +to-VP's pointer. Then it looks-up that key in the hash-table that SSR
104.1000 +uses to match sends with receives, which is in the shared semantic
104.1001 +state seen at the top of Figure \ref{figInternals} in
104.1002 +Section~\ref{secInternal}.
104.1003 +
104.1004 +The most important feature in Figure~\ref{figReqHdlr} is that both
104.1005 +send and receive will construct the same key, so will find the same
104.1006 +hash entry.  Whichever request is handled first in Virtual time will
104.1007 +see the hash entry empty, and save itself in that entry.  The second
104.1008 +to arrive sees the waiting request and then resumes both VPs, by
104.1009 +putting them into their \texttt{readyQ}s.
104.1010 +
104.1011 +Access to the shared hash table can be considered private, as in a
104.1012 +sequential algorithm.  This is because our VMS-core implementation
104.1013 +ensures that only one handler on one core is executing at a time.
104.1014 +
104.1015 +\section{Results}
104.1016 +\label{secResults}
104.1017 +
104.1018 +We implemented blocked dense matrix multiplication with right
104.1019 +sub-matrices copied to transposed form, and ran it on a 4-core
104.1020 +Core2Quad 2.4Ghz processor.
104.1021 +
104.1022 +\paragraph*{Implementation-time.}
104.1023 +
104.1024 +As shown in Table~\ref{tabPersonDaysLang}, time to implement the three
104.1025 +parallel libraries averages 2 days each. As an example of
104.1026 +productivity, adding nested transactions, parallel singleton, and
104.1027 +atomic function-execution to SSR required a single afternoon, totaling
104.1028 +less than 100 lines of C code.
104.1029 +
104.1030 +\paragraph*{Execution Performance.}
104.1031 +
104.1032 +Performance of VMS is seen in Table~\ref{tabOverheadCycles}. The code
104.1033 +is not optimized, but rather written to be easy to understand and
104.1034 +modify. The majority of the plugin time is lost to cache misses
104.1035 +because the shared parallelism-semantic state moves between cores on a
104.1036 +majority of accesses. Acquisition of the master lock is slow due to
104.1037 +the hardware implementing the CAS instruction.
104.1038 +
104.1039 +Existing techniques will likely improve performance, such as
104.1040 +localizing semantic data to cores, splitting malloc across the cores,
104.1041 +pre-allocating slabs that are recycled, and pre-fetching. However, in
104.1042 +many cases, several hundred nano-seconds per task is as optimal as the
104.1043 +applications can benefit from.
104.1044 +
104.1045 +\begin{table}[h!tb]
104.1046 +\begin{minipage}{.35\textwidth}
104.1047 +\begin{tabular}{|l|l|l|l|}
104.1048 +  \cline{2-4}
104.1049 +  \multicolumn{1}{l|}{} & SSR & Vthread & VCilk\\
104.1050 +  \cline{2-4}
104.1051 +  \noalign{\vskip2pt}
104.1052 +  \hline
104.1053 +  Design & 4 & 1 & 0.5\\
104.1054 +  Code & 2 & 0.5 & 0.5\\
104.1055 +  Test & 1 & 0.5 & 0.5\\
104.1056 +  L.O.C. & 470 & 290 & 310\\
104.1057 +  \hline
104.1058 +\end{tabular}
104.1059 +\caption
104.1060 +{Person-days to design, code, and
104.1061 +  test each parallelism library. L.O.C. is lines of (original) C code,
104.1062 +  excluding libraries and comments.
104.1063 +}
104.1064 +\label{tabPersonDaysLang}
104.1065 +\end{minipage}
104.1066 +\hspace{-.05\textwidth}
104.1067 +\begin{minipage}[t]{.7\textwidth}
104.1068 +\hfill
104.1069 +\begin{tabular}{|l|l|r|r|}
104.1070 +\cline{3-4}
104.1071 +\multicolumn{2}{l|}{} & comp only & comp + mem\\
104.1072 +\cline{3-4}
104.1073 +\noalign{\vskip2pt}
104.1074 +\hline
104.1075 +VMS Only & \texttt{master\_loop} &  91 &  110\\
104.1076 +& switch VPs  & 77 &  130\\
104.1077 +& (malloc) & 160 & 2300\\
104.1078 +& (create VP)  & 540 & 3800\\
104.1079 +\hline
104.1080 +Language: &  &  & \\
104.1081 +\quad SSR & plugin -- concur & 190 & 540\\
104.1082 +& plugin -- all & 530 & 2200\\
104.1083 +& lock &  &  250\\
104.1084 +\quad Vthread & plugin -- concur & 66 & 710\\
104.1085 +& plugin -- all & 180 & 1500\\
104.1086 +& lock &  &  250\\
104.1087 +\quad VCilk & plugin -- concur & 65 & 260\\
104.1088 +& plugin -- all & 330 & 1800\\
104.1089 +& lock &  &  250\\
104.1090 +\hline
104.1091 +\end{tabular}
104.1092 +\caption
104.1093 +{Cycles of overhead, per scheduled
104.1094 +    slave. ``comp only'' is perfect memory, ``comp + mem'' is actual cycles.
104.1095 +    ``Plugin-concur'' only concurrency requests, ``plugin-all'' includes
104.1096 +    create and malloc requests. Two significant digits due to variability.
104.1097 +}
104.1098 +\label{tabOverheadCycles}
104.1099 +\end{minipage}
104.1100 +
104.1101 +\vskip-1.5cm
104.1102 +\begin{tabular}{|l|lr|}
104.1103 +\hline
104.1104 +    Matrix size&Lang.&sec.\\
104.1105 +[2pt]\hline
104.1106 +    $81\times81$ & Cilk & 0.017\\
104.1107 +    & VCilk & 0.008\\
104.1108 +\hline
104.1109 +    $324\times324$ & Cilk & 0.13\\
104.1110 +    & VCilk & 0.13\\
104.1111 +\hline
104.1112 +    $648\times648$ & Cilk & 0.71\\
104.1113 +    & VCilk & 0.85\\
104.1114 +\hline
104.1115 +    $1296\times1296$ & Cilk & 4.8\\
104.1116 +    & VCilk & 6.2 \\
104.1117 +[2pt]\hline
104.1118 +\end{tabular}
104.1119 +\hfill
104.1120 +\begin{tabular}{|l|r|r|r|r|}
104.1121 +\multicolumn{5}{l}{}\\
104.1122 +\multicolumn{5}{l}{}\\
104.1123 +\multicolumn{5}{l}{}\\
104.1124 +\hline
104.1125 +    operation & \multicolumn{2}{c|}{Vthread} & pthread & ratio\\
104.1126 +    & comp only & total &  & \\
104.1127 +[2pt]\hline
104.1128 +    mutex\_lock & 85 & 1050 & 50,000 & 48:1\\
104.1129 +    mutex\_unlock & 85 & 610 & 45,000 & 74:1\\
104.1130 +    cond\_wait  & 85 & 850 & 60,000 & 71:1\\
104.1131 +    cond\_signal & 90 & 650 & 60,000 & 92:1\\
104.1132 +\hline
104.1133 +\end{tabular}
104.1134 +\caption
104.1135 +{On left, exe time in seconds for MM. To the right, overhead for
104.1136 +  pthread vs. Vthread. First column is cycles
104.1137 +  for perfect memory and second is total measured cycles. pthread cycles are
104.1138 +  deduced from round-trip experiments.
104.1139 +}
104.1140 +\label{tabHeadToHead}
104.1141 +\end{table}
104.1142 +
104.1143 +\paragraph*{Head to head.}
104.1144 +
104.1145 +We compare our implementation of the \texttt{spawn} and \texttt{sync}
104.1146 +constructs against Cilk 5.4, on the top in Table~\ref{tabHeadToHead},
104.1147 +which shows that the same application code has similar
104.1148 +performance. For large matrices, Cilk 5.4's better use of the memory
104.1149 +hierarchy (the workstealing algorithm) achieves 23\% better
104.1150 +performance. However, for small matrices, VCilk is better, with a
104.1151 +factor 2 lower overhead. Cilk 5.4 does not allow controlling the
104.1152 +number of spawn events it actually executes, and chooses to run
104.1153 +smaller matrices sequentially, limiting our comparison.
104.1154 +
104.1155 +When comparing to pthreads, our VMS based implementation has more than
104.1156 +an order of magnitude better overhead per invocation of mutex or
104.1157 +condition variable functionality, as seen on the bottom of Table
104.1158 +\ref{tabHeadToHead}.  Applications that inherently have short trace
104.1159 +segments will synchronize often and benefit the most from Vthread.
104.1160 +
104.1161 +\section{Conclusion}
104.1162 +\label{secConclusion}
104.1163 +
104.1164 +We have shown an alternative to the thread model that enables
104.1165 +easier-to-use parallelism constructs by splitting the scheduler open,
104.1166 +to accept new parallelism constructs in the form of plugins. This
104.1167 +gives the language control over assigning virtual processors to
104.1168 +physical cores, for performance, debugging, and flexibility
104.1169 +benefits. Parallelism constructs of programming languages can be
104.1170 +implemented using sequential algorithms, within a matter of days,
104.1171 +while maintaining low run-time overhead.
104.1172 +
104.1173 +\bibliography{../helpers/bib_for_papers}
104.1174 +
104.1175 +\end{document}
104.1176 + }
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 126.259 -\begin{document}
 126.260 -
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 126.262 -%
 126.263 -
 126.264 -\title{Abstraction for High Performance Multi-Core Runtimes}
 126.265 -
 126.266 -\author{Sean Halle \and Merten Sach \and Ben Juurlink}
 126.267 -\institute{Technical University Berlin}
 126.268 -
 126.269 -\maketitle             
 126.270 -%
 126.271 -
 126.272 -\begin{abstract}
 126.273 -The current renaissance in multi-core programming techniques and tools is generating  new languages and concurrency constructs at a furious pace.  This supports the belief held by many that Domain Specific Languages will satisfy the productivity goal for parallel programming. However, each of the new approaches and every domain specific language requires a runtime.  Further, the runtime should be tuned to each flavor of multi-core hardware in order to get the lowest overhead. This represents  non-trivial amounts of work, especially given the complexity of runtime internals, which have tricky concurrency issues. 
 126.274 -
 126.275 -Regarding this, we present an improvement to the Virtualized Master-Slave abstraction, which has been demonstrated as one way to avoid such runtime implementation difficulties.  VMS is a Mutable Concurrency-Hardware Abstraction used to quickly and easily create high performance runtime systems. It captures the difficult concurrency issues inside a reusable  abstraction that exports a simple interface.  Runtimes are created on top of this interface using only sequential reasoning, which greatly speeds implementation. The interface also modularizes the runtime and hides details of underlying concurrency hardware.
 126.276 -
 126.277 -We improved the interface by making it multi-core aware, and show how much it can reduce overhead.   Across a collection of  platforms, runtimes that use our multi-core-aware interface have an average of X\% less overhead.  Specifically, we show the improvement from splitting malloc across cores, and demonstrate split constructs such as pthread-style mutexes and condition variables, which now have X cycles of overhead, compared to X cycles previously.   
 126.278 -\end{abstract}
 126.279 -
 126.280 -\section{Motivation}
 126.281 -The current renaissance in multi-core programming techniques and tools is generating  new languages and concurrency constructs at a furious pace.  This supports the belief held by many that Domain Specific Languages will satisfy the productivity goal for parallel programming. However, each of the new approaches and every domain specific language requires a runtime.  Further, the runtime should be tuned to each flavor of multi-core hardware in order to get the lowest overhead. This represents  non-trivial amounts of work, especially given the complexity of runtime internals, which have tricky concurrency issues. 
 126.282 -
 126.283 -Regarding this, we present an improvement to the Virtualized Master-Slave abstraction, which has been demonstrated as one way to avoid such runtime implementation difficulties.  VMS is a Mutable Concurrency-Hardware Abstraction used to quickly and easily create high performance runtime systems. It captures the difficult concurrency issues inside a reusable  abstraction that exports a simple interface.  Runtimes are created on top of this interface using only sequential reasoning, which greatly speeds implementation. The interface also modularizes the runtime and hides details of underlying concurrency hardware.
 126.284 -
 126.285 -We improved the interface by making it multi-core aware, and show how much it can reduce overhead.   Across a collection of  platforms, runtimes that use our multi-core-aware interface have an average of X\% less overhead.  Specifically, we show the improvement from splitting malloc across cores, and demonstrate split constructs such as pthread-style mutexes and condition variables, which now have X cycles of overhead, compared to X cycles previously.
 126.286 -\paragraph*{A partial solution.}
 126.287 -
 126.288 -\paragraph*{Contribution.}
 126.289 -
 126.290 -We show in this paper the definition and implementation of such a
 126.291 -mutable hardware abstraction, albeit at user-level rather than in
 126.292 -the kernel.  The abstraction lets a language's runtime be implemented as
 126.293 -a mutation, which we call a plugin.  The plugin implements parallelism constructs and assignment of tasks to cores.
 126.294 -
 126.295 -We focus in this introductory paper on the definition of the
 126.296 -abstraction and its support for parallelism constructs, postponing
 126.297 -exploration of assignment of tasks onto cores and other performance
 126.298 -optimizations to following papers. This paper defines multiple time-lines in a program, and a virtual timeline that globally orders events among them. It demonstrates three sets of parallelism constructs: synchronous \texttt{send}-\texttt{receive}
 126.299 -mo\textbf{\(f\)a}tivated by process calculi; \texttt{spawn} and \texttt{sync} from
 126.300 -Cilk {\cite{Fri98,CILKHome}}; and \texttt{mutex} and \texttt{condition
 126.301 -  variable} from pthreads.  The assignment policy we implemented with
 126.302 -them is simply first-come first-served.
 126.303 -
 126.304 -We call the abstraction Virtualized Master-Slave, or VMS. It
 126.305 -exports facilities to create virtual processors and control how their timelines relate to each other, and relate to physical time. It also exports facilities to suspend a virtual processor and for an executable to interact with the plugin. The plugin embodies most of a language's runtime. A wrapper-library or keyword is what appears in application code, and is what triggers the runtime.
 126.306 -
 126.307 -\paragraph*{Organization of paper.}
 126.308 -
 126.309 -Section~\ref{secAbsModel} provide the original concepts and
 126.310 -definitions of VMS. Section~\ref{secInternal} focuses on the
 126.311 -implementation, describing the elements and how they interact, then
 126.312 -relating them back to the theoretical definition.
 126.313 -Section~\ref{secApp} takes the point of view of the application code,
 126.314 -studying the usage and implementation of parallel language constructs
 126.315 -as a VMS plugin. To wrap up, measurements of effectiveness appear in
 126.316 -Section~\ref{secResults} and conclusions in
 126.317 -Section~\ref{secConclusion}.
 126.318 -
 126.319 -\section{Background and Related Work}
 126.320 -
 126.321 -User-level thread packages and most parallel language runtimes have to
 126.322 -side-step OS threads, by pinning one to each core, which effectively
 126.323 -gives the user-level package control over the core. Our VMS
 126.324 -implementation also does this. We are not claiming in this paper to
 126.325 -have the OS level implementation of VMS that is possible -- but just
 126.326 -the user-space version.
 126.327 -
 126.328 -\paragraph*{Related work.}
 126.329 -
 126.330 -The most primitive methods for establishing ordering among cores or distributed processors are atomic instructions and clock-synchronization techniques \cite{Lamport78,Christian89}.
 126.331 -
 126.332 -Meanwhile, the most closely related work is Scheduler Activations
 126.333 -\cite{SchedActivations}, which also allows modifying concurrency
 126.334 -constructs and controlling assignment of virtual processors onto
 126.335 -cores. However it has no virtual time to guarantee globally consistent
 126.336 -sequentialization, and no interface for plugins.
 126.337 -
 126.338 -BOM \cite{BOMinManticore}, which is used in Manticore to express
 126.339 -scheduling policies and synchronization, also bears resemblances to
 126.340 -VMS, but at a higher level of abstraction. BOM is a functional
 126.341 -language, rather than a primitive abstraction meant to sit at the
 126.342 -hardware-software boundary as VMS is.
 126.343 -
 126.344 -Coroutines is a high-performance means of switching between
 126.345 -tasks. Coroutine scheduling and stack handling techniques were well
 126.346 -suited to the user-space implementation of VMS.
 126.347 -
 126.348 -Other related work either provides an abstraction of the thread model,
 126.349 -or is a full language with specific parallelism constructs. As a
 126.350 -protypic example of user-level threads, Cilk {\cite{Fri98,CILKHome}}
 126.351 -provides a simplified abstraction with an efficient scheduling and
 126.352 -load balancing algorithm, but limited to fork-join concurrency. OpenMP
 126.353 -{\cite{OpenMPHome}} is a typical example of a parallel extension of
 126.354 -sequential languages; it allows creating tasks and controlling their
 126.355 -execution order. We claim that both Cilk and OpenMP, as well as most
 126.356 -thread abstractions or parallel languages may be implemented via
 126.357 -plugins to VMS, with similar performance.
 126.358 -
 126.359 -VMS is unique in that it doesn't impose its own concurrency semantics as a programming model, but rather takes preferred ones as plugins. This
 126.360 -makes it only a \emph{support} mechanism to
 126.361 -implement language runtimes -- VMS is hidden from the application, underneath the language. Parallelism constructs may be implemented
 126.362 -as VMS plugins, easily, quickly, and with high performance as
 126.363 -indicated in Section~\ref{secResults}.
 126.364 -
 126.365 -This work presents a first incarnation  of VMS. We plan
 126.366 -to explore the embedding into VMS of a variety of parallel languages,
 126.367 -with a special interest for coordination languages
 126.368 -\cite{Gelernter85Linda,CnCInHotPar,CnCHome}. We will also explore
 126.369 -VMS's compatibility with different concurrent semantics
 126.370 -\cite{Kah74,hoare78,milner99,Hewitt10,Actors97}. One particularly
 126.371 -important application would be to use VMS to facilitate the design and
 126.372 -implementation of the emerging hybrid programming models, such as
 126.373 -MPI+OpenMP, or OpenMP+OpenCL \cite{Car10,OpenCLHome}.
 126.374 -
 126.375 -
 126.376 -\section{Abstract Definition of VMS}
 126.377 -\label{secAbsModel}
 126.378 -
 126.379 -We start with an intuitive overview, then precise the definitions and
 126.380 -properties in the following sub-sections.
 126.381 -
 126.382 -\paragraph*{Definitions:}
 126.383 -
 126.384 -1) We want to avoid the confusion associated with the various
 126.385 -interpretations for the terms ``thread'' and ``task'' so will use
 126.386 -the term \emph{Virtual Processor} (VP), which we define as state in
 126.387 -combination with the ability to animate code or an additional level of
 126.388 -virtual processors. The state consists of a program counter, a stack
 126.389 -with its contents, a pointer to top of stack, and a pointer to the
 126.390 -current stack frame. 2) A \emph{physical processor}   executes
 126.391 -a sequential stream of instructions.
 126.392 -3) A program-timeline is the sequence of instructions animated by a
 126.393 -Slave VP, which is in turn animated by a physical processor.
 126.394 -
 126.395 -
 126.396 -\paragraph*{Intuitive Overview.}
 126.397 -
 126.398 -VMS can be understood via an analogy with atomic instructions, such as Compare and Swap (CAS). These are used to establish an ordering among the timelines of cores. They consist of two parts: 1) the semantics of what is done to the memory location, 2) a mechanism that establishes an ordering among the cores.  For CAS, the semantics are: ``compare value in this register to value at the address, and if same, then put value in second register into the address.''  Multiple kinds of atomic instructions share the same order-establishing mechanism, they simply provide different semantics as a front-end.
 126.399 -
 126.400 - VMS can be viewed as virtualizing the order-establishing mechanism. It allows the semantics to be plugged-in to it. This breaks concurrency constructs into two parts: the VMS mechanism, which establishes an ordering between events in different timelines; and the plugin, which supplies  the semantics.
 126.401 -
 126.402 - Below the interface, hardware mechanisms are employed to order specific points in one physical processor's timeline relative to specific points in another's timeline.    Above the interface, a plugin  provides the semantics that an application uses to invoke creation of the ordering. 
 126.403 -
 126.404 -Together,  VMS plus the plugin form a parallelism construct, by which an application controls how the time-lines of its virtual processors relate. Such constructs also guarantee relations of VP time-lines to hardware events.
 126.405 -
 126.406 -As an example, consider a program where one VP writes into a data structure then calls a \texttt{send} construct. Meanwhile, a
 126.407 -different VP calls the \texttt{receive} construct then reads
 126.408 -the data structure. The semantics of the \texttt{send} and \texttt{receive} constructs are that all data
 126.409 -written before the \texttt{send} is readable in the other time-line
 126.410 -after the \texttt{receive}.
 126.411 - To implement these constructs, VMS provides the mechanism to enforce the ordering, and to include the writes and reads in that ordering.  The plugin directs that mechanism to order the \texttt{send} event before the \texttt{receive} event.
 126.412 -%% AC. Too early.
 126.413 -% VMS provides a primitive guarantee that
 126.414 -% plugin code builds upon to provide such higher-level guarantees. The
 126.415 -% primitive guarantee is defined in Section~\ref{scTime}, after the
 126.416 -% necessary vocabulary is established.
 126.417 -
 126.418 -\paragraph{What the VMS interface provides:} The interface provides primitive operations
 126.419 -to create and suspend VPs; a way for plugins to control when and where
 126.420 -each VP is (re)started; a way for application code to send requests to the plugin; and a way to order a specific point in one VP time-line relative to a specific point in another VP time-line. All implementations of the VMS interface provide these, whether  it is on shared memory or distributed, with
 126.421 -strong memory consistency or weak.
 126.422 -
 126.423 -\paragraph*{Specification in three parts.}
 126.424 -
 126.425 -We specify the observable behavior of a VMS system \emph{with plugins present}.  Hence,
 126.426 -the specified behaviors remain valid with any parallelism construct
 126.427 -implementable with VMS.  First we give the specification of a computation system that VMS is compatible with; then specify a notion of time and the key VMS guarantee; and lastly specify
 126.428 -virtual processor scheduling states and transitions between them.
 126.429 -
 126.430 -%% AC. Too early, Master has not been defined. I renamed VMS-core into
 126.431 -%% VMS afterwards, finding no ambiguity.
 126.432 -% The Master mentioned in the definition is an abstract entity, with a
 126.433 -% plugin present. In practice, this Master entity is implemented as part
 126.434 -% of a core VMS, and plugins later added. This VMS-core is the hardware
 126.435 -% abstraction. It hides the physical hardware behind an interface that
 126.436 -% creates virtual processors and enforces well-defined time-behavior.
 126.437 -
 126.438 -\subsection{The Specifications for a VMS-compatible Computation System}
 126.439 -
 126.440 -\begin{itemize}
 126.441 -\item An application creates multiple VPs, which are Slaves, each with an
 126.442 -  independent time-line.
 126.443 -\item A schedule of Slaves is generated by a Master entity, from
 126.444 -  within a hidden time-line(s).
 126.445 -\item A schedule is the  set of physical locations and time-points at which Slaves are
 126.446 -  (re)animated.
 126.447 -\item All semantic parallelism behavior is invoked by Slaves communicating
 126.448 -  with the Master.
 126.449 -\item A Slave communicates with the Master by using a VMS primitive,
 126.450 -  which suspends  the Slave.
 126.451 -\end{itemize}
 126.452 -
 126.453 -\paragraph{Where we define:}
 126.454 - Semantic Parallelism Behavior is the actions taken by a parallelism construct, which establishes an ordering among events in different Slave timelines.
 126.455 -
 126.456 -
 126.457 -\paragraph{Discussion:}  The key point is that
 126.458 -\emph{scheduling is separated from the application code}. This is enforced by the schedule being generated in a time-line hidden from the application. The rest of the requirements are consequences of that separation.
 126.459 -
 126.460 -The Master entity appears as a single entity, to the slaves. However it may
 126.461 -be implemented with multiple (hidden) timelines.  This is the approach taken in our initial implementation, which has several Master VPs hidden inside the VMS
 126.462 -implementation.
 126.463 -
 126.464 - 
 126.465 -
 126.466 -
 126.467 -%% AC. Calling memory a processing element only adds confusion.
 126.468 -% {\bf Definitions:\ }VMS is intended only for hardware systems that
 126.469 -% consist of processing elements connected by communication.  We define
 126.470 -% a memory-space to be a processing element, albeit without the ability
 126.471 -% to transform data.
 126.472 -
 126.473 -
 126.474 -\subsection{The Time-Related Specifications of VMS}
 126.475 -\label{secTime}
 126.476 -
 126.477 -To prepare for the time-related specifications, we give an advance peek of the following section, 3.3. There, Slave VPs are specified to have three scheduling states: Animated, Blocked, and Ready.  When a  parallelism construct starts execution, the Slave  transitions from Animated to Blocked. When it ends execution, the Slave transitions from Blocked to Ready.    VMS provides a way to control the order  of these state-transitions, which is equivalent to controlling the order of the parallelism-constructs.  Controlling the state transitions is how the ordering among constructs in different timelines  is established. 
 126.478 -   
 126.479 -With that background, here are time-related specifications for VMS: \begin{itemize}
 126.480 -\item VMS provides a Virtual timeline that globally orders changes of scheduling state  of Slave VPs.
 126.481 -\item Ordering is created among construct-invocations by controlling the order of Blocked to Ready transitions in the Virtual timeline.
 126.482 -\item 
 126.483 -Causally tied construct-invocations are  tied-together inside the Master. \item VMS enforces ordering of \textit{observations} of physical events  in Slave timelines to be consistent with the Virtual time ordering.
 126.484 -\item Virtual time defines only ordering, but not spans, nor widths.
 126.485 -\end{itemize}
 126.486 -
 126.487 -\paragraph{Discussion:} 
 126.488 -Most importantly here, Virtual time defines a global ordering among Slave state-transitions. To make this useful for parallelism,  VMS must be implemented so that observations of physical events, like reads and writes to shared memory, are consistent with that ordering. 
 126.489 -
 126.490 -The Virtual timeline plays the same role as the mechanism added to memory systems to support atomic instructions. All atomic instructions require hardware that establishes an ordering among the timelines of physical cores. That hardware sequentializes execution of atomic memory accesses to the same address. VMS virtualizes this mechanism.  It provides the same ordering function.
 126.491 -
 126.492 -An important point is that the Virtual timeline is generated inside the Master. When a Slave uses the VMS primitive to send a parallelism-construct request, it suspends.  However, that Slave doesn't actually transition state from Animated to Blocked until the Master \textit{acknowledges} the suspension.  It is the  acknowledgement that adds the Slave transition into the Virtual timeline.
 126.493 -
 126.494 -The essential value of VMS is using it to control the order of observing events. It has to be able to causally link the execution of a parallelism construct in one timeline to the execution of a construct in a different timeline. Establishing such a causal link is called \textit{tying together} two construct executions.
 126.495 - It is specific executions from different timelines that are causally linked with such a tie.
 126.496 -\paragraph*{The key VMS guarantee:}
 126.497 -
 126.498 -the order of observing physical events is consistent with the order of tied together parallelism constructs. 
 126.499 -
 126.500 -To explain this, take as given:  two Slaves both execute parallelism constructs, those are tied together by the Master, establishing a causal ordering from one to the other. So, one construct is the \textit{before}-construct, the other is the \textit{after}-construct. Now, the guarantee means that any events triggered before the before-construct, in its timeline,   are guaranteed to be detected in the other timeline as also preceding the after-construct.  In addition, events triggered after the after-construct are guaranteed not visible before the before-construct in its timeline. This two-part guarantee is the result of the above specifications of VMS's time-related behavior.
 126.501 -
 126.502 -
 126.503 -
 126.504 - 
 126.505 -\paragraph*{Definitions:}
 126.506 -
 126.507 -Some more definitions, to prepare for the next explanation. 1) An \textit{ordering-point} exists in a Slave VP's timeline as a zero-width event that can be tied to ordering points in other timelines. It is initiated by a Slave VP executing the suspend
 126.508 -primitive, and ended by the Master transitioning the Slave back to Animated. 2) A trace-segment is a portion of a Slave VP's stream of instructions bounded by ordering-points. 
 126.509 -
 126.510 -Hence, the timeline of a Slave is a sequence of trace-segments. Each
 126.511 -trace-segment is animated by a single physical processor, but not
 126.512 -necessarily the same  as animated the Slave's other trace segments.
 126.513 -
 126.514 -  
 126.515 -
 126.516 -
 126.517 -\begin{figure}[ht]
 126.518 - \includegraphics[width=3.5in]{../figures/Time_in_VMS_2.eps}
 126.519 - \caption
 126.520 - {Time Behaviors:  \ Shows Ordering Point 1.1 being tied to Ordering Point 2.1. As a result, VMS guarantees that events triggered in Trace Segment 1.1 are seen as having taken place in the past in Trace Segment 2.2.  Also shows that there is no common tied ordering point between segments 1.2 and 2.2, so VMS provides no guarantees about what order segment 2.2 sees events triggered in segment 1.2.
 126.521 -  }
 126.522 -\label{figTimeMapping}
 126.523 -\end{figure}
 126.524 -
 126.525 -\paragraph*{Relating time-lines to each other.}
 126.526 -
 126.527 -Figure \ref{figTimeMapping} shows two ordering points being tied together. A trace segment starts, at the same time an ordering-point ends, by its Slave transitioning to Animated.  Because the transition to Animated exists as a point in Virtual time, the start of a trace-segment has a well-defined position within Virtual time. Likewise, a trace-segment is ended by its Slave executing the suspend primitive of VMS.  Although this does not have a well-defined point in Virtual time, every execution of suspend is acknowledged by the Master, which transitions the Slave to Blocked.  That transition does have a well-defined position in Virtual time. Hence, the end of every trace-segment is associated with a well-defined position in Virtual time.
 126.528 -
 126.529 -As a result, trace segments can be ordered relative to each other, by checking their start and end points in Virtual time. If they have no overlap in virtual time then they have a total ordering. However, if any portion of them overlaps in Virtual time, then they are considered concurrent trace-segments, and their Slaves are considered to be executing in parallel between those points of Virtual time.  
 126.530 -
 126.531 -Note that this is conservative because it doesn't take into account the physical wait time between a Slave suspending and the Master acknowledging. The Slave may stop executing at a physical time-point that would map onto an earlier point in Virtual time. In some cases, ending the Slave's trace-segment at the earlier point would eliminate the overlap with a particular other trace-segment.  But VMS's set of specifications doesn't allow such mapping of suspend-execution onto Virtual time (for implementation-related reasons, which require downloading the code and gaining experience with it, to establish a common language, for an explanation to be understood).
 126.532 -
 126.533 -
 126.534 -
 126.535 -A  subtlety is that events triggered
 126.536 -before one tied ordering-point, {\em{might}} be visible in the other timeline before the other tied ordering-point.  In the figure, segment 2.1 might be able to see events from segment 1.1 if it looked.  The VMS guarantee doesn't cover overlapped trace-segments. Physical events triggered before are only guaranteed visible
 126.537 -{\em{after}} the tie point, and events after are only guaranteed
 126.538 -{\em{not}} visible {\em{before}} the tie point.
 126.539 -
 126.540 -We call this bounded non-determinism, because events within overlapped trace-segments have non-deterministic ordering, but the region of non-determinism can be bounded by tied ordering-points. This allows a program to specify non-determinism, but control the region of non-deterministic behavior.  For example, a reduction construct could be created that non-deterministically assigns portions of the reduction work to overlapped Slave segments. It would tie together ordering points from all the Slaves that mark the end of reduction.  Hence, the outcome is deterministic, but the path to get there is not.
 126.541 -
 126.542 -\paragraph*{Sequential algorithms for parallel constructs.}
 126.543 -The globally-consistent sequential order in Virtual time enables one
 126.544 -of VMS's main benefits: sequential algorithms for parallel constructs.
 126.545 -An implementation to
 126.546 -tie ordering points together equals an implementation of parallel constructs. A plugin has an ordering of state transitions available, and chooses from those. Sequential algorithms rely on an ordering existing, while concurrent algorithms must include operations that establish an ordering.  Plugins have Virtual time ordering available, so they can use sequential algorithms.  
 126.547 -\subsection{Specification of Scheduling State}
 126.548 -
 126.549 -Scheduling state is used in VMS to organize internal activity, for
 126.550 -enforcing the guarantees.
 126.551 -
 126.552 -\begin{itemize}
 126.553 -\item VPs have three scheduling states: {\em{Animated}},
 126.554 -  {\em{Blocked}}, {\em{Ready}}; see Figure~\ref{figStates}.
 126.555 -\item VPs in Animated are {\em{allowed}} to advance Program time with
 126.556 -  (core-local) physical time.
 126.557 -\item VPs in Blocked and Ready do not advance their Program time.
 126.558 -\item Animated has two physical states: {\em{Progressing}} and
 126.559 -  {\em{Stalled}}.
 126.560 -\item VPs in Progressing advance Program time with (core-local)
 126.561 -  physical time, those in Stalled do not (allowing non-semantic
 126.562 -  suspend for hardware interrupts).
 126.563 -\item Scheduling states are defined in Virtual time only.
 126.564 -\item Progressing and Stalled are defined in (core-local) physical
 126.565 -  time only; the distinction is invisible in Virtual time.
 126.566 -\end{itemize}
 126.567 -
 126.568 -\begin{figure}[h!tb]
 126.569 -\begin{minipage}{.55\textwidth}
 126.570 -  \includegraphics[width=\textwidth]{../figures/Scheduling_states_2.eps}
 126.571 -  \caption{Scheduling states of a slave VP in the VMS model. Animated, Blocked, and Ready are only defined in Virtual Time and only visible in the Master.  Progressing and Stalled are only visible in physical-processor local time, not visible in Virtual time.}
 126.572 -  \label{figStates}
 126.573 -\end{minipage}
 126.574 -\hfill
 126.575 -\begin{minipage}{.43\textwidth}
 126.576 -  \includegraphics[width=\textwidth]{../figures/VMS-core__plugins.eps}
 126.577 -  \caption
 126.578 - {
 126.579 -  The Master, split into a generic core and a language-specific plugin.
 126.580 -  The core encapsulates the hardware and remains the same across applications.
 126.581 -  The plugin implements the semantics of the parallelism-constructs.
 126.582 - }
 126.583 - \label{figMasterSplit}
 126.584 -\end{minipage}
 126.585 -\end{figure}
 126.586 -
 126.587 -
 126.588 -Some important points: (1) only VPs Animated can trigger physical
 126.589 -events that are seen in other program time-lines; (2) the distinction
 126.590 -between Blocked vs Stalled is that a Slave has to explicitly execute a
 126.591 -VMS primitive operation to enter Blocked. In contrast, Stalled happens
 126.592 -invisibly, with no effect on semantic behavior. It is due to hardware
 126.593 -events hidden inside VMS, such as interrupts.
 126.594 -
 126.595 -The Ready state is used to separate the parallelism-construct behavior
 126.596 -from the scheduling behavior. It acts as a ``staging area'' for
 126.597 -scheduling. VPs placed into this state are {\em{ready}} to be
 126.598 -animated, but the scheduler decides when and where.
 126.599 -
 126.600 -An interesting point is that in VMS, the causal tie between timelines is created by actions {\em{outside}}  program timelines. In contrast, memory-based lock algorithms place the concurrency-related behavior {\em{inside}} program
 126.601 -timelines.
 126.602 -
 126.603 -\paragraph*{Transition Between Slave Scheduling States.}
 126.604 -
 126.605 -\begin{itemize}
 126.606 -\item VPs transition states as shown in Figure \ref{figStates}.
 126.607 -\item Animated$\rightarrow$Blocked is requested by a Slave  executing suspend, but takes place in Virtual time at the point the Master acknowledges that request.
 126.608 -\item Blocked$\rightarrow$Ready is determined by the semantics
 126.609 -  implemented in the plugin.
 126.610 -\item Ready$\rightarrow$Animated is determined by the scheduler in the
 126.611 -  plugin.
 126.612 -\item Transitions in scheduling state have a globally consistent order
 126.613 -  in Virtual time.
 126.614 -\end{itemize}
 126.615 -
 126.616 -The parallelism primitives executed by a program do not directly control change
 126.617 -in scheduling states. Rather they communicate messages to the Master,
 126.618 -via a VMS supplied primitive. If it suspended when sending the request, then the act of the Master acknowledging the request places the Animated$\rightarrow$Blocked transition into Virtual time. Inside the Master, the plugin then processes the message. Based on contents, it performs changes in state from Blocked$\rightarrow$Ready,
 126.619 -creates new VPs, and dissipates existing VPs.  Most communication from
 126.620 -Slave to Master requires the Slave to suspend when it sends the
 126.621 -message. A few messages, like creating new Slave may be sent without
 126.622 -suspending.
 126.623 -
 126.624 -The suspend primitive decouples local physical time from Virtual time.
 126.625 -Execution causes immediate transition to Stalled in physical time,
 126.626 -later the Master performs Animated$\rightarrow$Blocked, fixing that
 126.627 -transition in Virtual time. The only relationship is causality. This
 126.628 -weak relation is what allows suspension-points to be serialized in
 126.629 -Virtual time, which in turn is what allows using sequential algorithms
 126.630 -to implement parallelism constructs.
 126.631 -
 126.632 -\subsection{Plugins}
 126.633 -
 126.634 -The Master entity has two parts, a generic core part and a plugin
 126.635 -(Figure \ref{figMasterSplit}).  The core part of the Master is
 126.636 -implemented as part of VMS itself. The plugin supplies two functions:
 126.637 -the communication-handler and the scheduler, both having a standard
 126.638 -prototype. The communication-handler implements the parallelism
 126.639 -constructs, while scheduler assigns VPs to cores.
 126.640 -
 126.641 -An \emph{instance} of a plugin is created as part of initializing an
 126.642 -application, and the instance holds the semantic and scheduling state
 126.643 -for that run of the application. This state, combined with the virtual
 126.644 -processor states of the slaves created during that application run,
 126.645 -represents progress of the work of the application.  For example,
 126.646 -multi-tasking is performed simply by the Master switching among
 126.647 -plugin instances when it has a resource to offer to a scheduler. The
 126.648 -parallelism-semantic state holds all information needed to resume
 126.649 -(hardware state, such as TLB and cache-tags is inside VMS).
 126.650 -
 126.651 -\section{Internal Workings of Our Implementation}
 126.652 -\label{secInternal}
 126.653 -
 126.654 -For our example implementation, we name the elements and describe their
 126.655 -logical function, then relate those to the abstract model. We then step
 126.656 -through the operation of the elements.
 126.657 -
 126.658 -\paragraph*{Elements and their logical function.}
 126.659 -
 126.660 -As illustrated in Figure~\ref{figInternals}, our VMS implementation is
 126.661 -organized around physical cores.  Each core has its own {\em{master
 126.662 -    virtual-processor}}, \texttt{masterVP}, and a {\em{physical-core
 126.663 -    controller}}, which communicate via a set of scheduling slots,
 126.664 -\texttt{schedSlot}. The Master in the abstract definition is
 126.665 -implemented by the multiple \texttt{masterVP}s plus a particular
 126.666 -plugin instance with its shared parallelism-semantic state (seen at
 126.667 -the top).
 126.668 -
 126.669 -On a given core, only one of: the core-controller, \texttt{masterVP},
 126.670 -or a slave VP, is animated at any point in local physical time. Each
 126.671 -\texttt{masterVP} animates the same function, called
 126.672 -\texttt{master\_loop}, and each slave VP animates a function from the
 126.673 -application, starting with the top-level function the slave is created
 126.674 -with, and following its call sequence. The core controller is
 126.675 -implemented here as a Linux pthread that runs the \texttt{core\_loop}
 126.676 -function.
 126.677 -
 126.678 -Switching between VPs is done by executing a VMS primitive that
 126.679 -suspends the VP. This switches the physical core over to the
 126.680 -controller, by jumping to the start of the \texttt{core\_loop}
 126.681 -function, which chooses the next VP and switches to that (switching is
 126.682 -detailed in Section \ref{secApp} Figure \ref{figAssembly}).
 126.683 -
 126.684 -\paragraph*{Relation to abstract model.}
 126.685 -
 126.686 -We chose to implement the Master entity of the model by a set of
 126.687 -\texttt{masterVP}s, plus plugin functions and shared
 126.688 -parallelism-semantic state. VMS consists of this implementation of the
 126.689 -Master, plus the core-controllers, plus the VMS primitive libraries,
 126.690 -for creating new VPs and dissipating existing VPs, suspending VPs, and
 126.691 -communicating from slave VP to Master. In Figure~\ref{figInternals},
 126.692 -everything in green is part of VMS, while the plugin is in red, and
 126.693 -application code appears as blue, inside the slave VP.
 126.694 -
 126.695 -Virtual time in the model is implemented via a combination of four
 126.696 -things: a \texttt{masterLock} (not shown) that guarantees non-overlap
 126.697 -of \texttt{masterVP} trace-segments; the \texttt{master\_loop} which
 126.698 -performs transition Animated$\rightarrow$Blocked; the
 126.699 -\texttt{comm\_handler\_fn} which performs Blocked$\rightarrow$Ready
 126.700 -and the \texttt{scheduler\_fn} which performs
 126.701 -Ready$\rightarrow$Animated. \ Each state transition is one step of
 126.702 -Virtual time; is guaranteed sequential by the non-overlap of
 126.703 -\texttt{masterVP} trace segments; and is global due to being in
 126.704 -parallelism-semantic state that is shared (top of
 126.705 -Figure~\ref{figInternals}).
 126.706 -
 126.707 -Transitions Progressing$\rightleftarrows$Stalled within the Animated
 126.708 -state are invisible to the parallelism semantics, the Master, and
 126.709 -Virtual time, and so have no effect on the elements seen.
 126.710 -
 126.711 -\begin{figure*}[h!tb]
 126.712 -  \centerline{\includegraphics[width=5in]{../figures/VMS-core__internal_workings.eps}}
 126.713 -  \caption
 126.714 -  { Internal elements of our example VMS implementation
 126.715 -  }
 126.716 -  \label{figInternals}
 126.717 -\end{figure*}
 126.718 -
 126.719 -\paragraph*{Steps of operation.}
 126.720 -
 126.721 -The steps of operation are numbered, in Figure \ref{figInternals}.
 126.722 -Taking them in order:
 126.723 -
 126.724 -\begin{enumerate}
 126.725 -\item \texttt{master\_loop} scans the scheduling slots to see which
 126.726 -  ones' slaves have suspended since the previous scan.
 126.727 -\item It hands these to the \texttt{comm\_handler\_fn} plugged in
 126.728 -(which equals transition Animated$\rightarrow$Blocked).
 126.729 -\item The VP has a request attached, and data in it causes the
 126.730 -  \texttt{comm\_handler\_fn} to manipulate data structures in the
 126.731 -  shared parallelism-semantic state.  These structures hold all the
 126.732 -  slaves in the blocked state (code-level detail and example will
 126.733 -  come in Figure~\ref{figReqHdlr}, Section~\ref{secApp}).
 126.734 -\item Some requests cause slaves to be moved to a \texttt{readyQ} on
 126.735 -  one of the cores (Blocked$\rightarrow$Ready). Which core's
 126.736 -  \texttt{readyQ} receives the slave is under plugin control,
 126.737 -  determined by a combination of request contents, semantic state and
 126.738 -  physical machine state.
 126.739 -\item During the scan, the \texttt{master\_loop} also looks for empty
 126.740 -  slots, and for each calls the \texttt{scheduler\_fn} plugged in. It
 126.741 -  chooses a slave from the \texttt{readyQ} on the core animating
 126.742 -  \texttt{master\_loop}.
 126.743 -\item The \texttt{master\_loop} then places the slave VP's pointer
 126.744 -  into the scheduling slot (Ready$\rightarrow$Animated), making it
 126.745 -  available to the \texttt{core\_loop}.
 126.746 -\item When done with the scan, \texttt{masterVP} suspends, switching
 126.747 -  animation back to the \texttt{core\_loop}.
 126.748 -\item \texttt{core\_loop} takes slave VPs out of the slots.
 126.749 -\item Then \texttt{core\_loop} switches animation to these slave VPs.
 126.750 -\item When a slave self-suspends, animation returns to the
 126.751 -  \texttt{core\_loop} (detail in code in Figure 9), which picks
 126.752 -  another.
 126.753 -\item Until all slots are empty and the \texttt{core\_loop} switches
 126.754 -  animation to the \texttt{masterVP}.
 126.755 -\end{enumerate}
 126.756 -
 126.757 -\paragraph*{Enabling sequential implementation of parallelism semantics.}
 126.758 -
 126.759 -All these steps happen on each core separately, but
 126.760 -%% AC. Cannot be both an essential property of VMS and "un this particular..."
 126.761 -% in this particular implementation
 126.762 -we use a central \texttt{masterLock} to ensure that
 126.763 -only one core's \texttt{masterVP} can be active at any time.  This
 126.764 -guarantees non-overlap of trace-segments from different
 126.765 -\texttt{masterVP}s, allowing the plugins to use sequential algorithms,
 126.766 -without a performance penalty, as verified in
 126.767 -Section~\ref{secResults}.
 126.768 -
 126.769 -Relating this to the abstract model: the parallelism-semantic behavior
 126.770 -of the Master is implemented by the communication handler, in the
 126.771 -plugin. It thus runs in the Master time referred to, in the model, in
 126.772 -Section \ref{secAbsModel}. Requests are sent to the Master by
 126.773 -self-suspension of the slaves, but sit idle until the other slaves in
 126.774 -the scheduling slots have also run. This is the passive behavior of
 126.775 -requests that was noted in Section~\ref{secAbsModel}, which allows the
 126.776 -\texttt{masterVP}s to remain suspended until needed.  This in turn
 126.777 -enables the \texttt{masterVP}s from different cores to be
 126.778 -non-overlapped. It is the non-overlap that enables the algorithms for
 126.779 -the parallelism semantics to be sequential.
 126.780 -
 126.781 -\section{Code Example}
 126.782 -\label{secApp}
 126.783 -
 126.784 -To relate the abstract model and the internal elements to application
 126.785 -code and parallelism-library code, we give code snippets that
 126.786 -illustrate key features.  We start with the application then work down
 126.787 -through the sequence of calls, to the plugin, using our SSR
 126.788 -{\cite{VMSHome}} parallelism-library as an example.
 126.789 -
 126.790 -In general, applications are either written in terms of a parallel
 126.791 -language that has its own syntax, or a base language with a
 126.792 -parallelism library, which is often called an {\em{embedded
 126.793 -    language}}.  Our demonstrators, VCilk {\cite{VMSHome}}, Vthread,
 126.794 -and SSR, are all parallelism libraries. A parallel language would
 126.795 -follow the standard practice of performing source-to-source transform,
 126.796 -from custom syntax into C plus parallelism-library calls.
 126.797 -
 126.798 -\paragraph*{SSR.}
 126.799 -
 126.800 -SSR stands for Synchronous Send-Receive, and details of its calls and
 126.801 -internal implementation will be given throughout this section. It has
 126.802 -two types of construct. The first, called {\em{from-to}} has two
 126.803 -calls: \texttt{SSR\_send\_from\_to} and
 126.804 -\texttt{SSR\_receive\_from\_to}, both of which specify the sending VP
 126.805 -as well as the receiving VP. \ The other, called {\em{of-type}} also
 126.806 -has two calls: \texttt{SSR\_\_send\_of\_type\_to} and
 126.807 -\texttt{SSR\_\_receive\_of\_type}, which allow a receiver to accept
 126.808 -from anonymous senders, but select according to type of message.
 126.809 -
 126.810 -% An example of a double column floating figure using two subfigures.
 126.811 -% (The subfig.sty package must be loaded for this to work.)
 126.812 -% The subfigure \label commands are set within each subfloat command, the
 126.813 -% \label for the overall figure must come after \caption.
 126.814 -% \hfil must be used as a separator to get equal spacing.
 126.815 -% The subfigure.sty package works much the same way, except \subfigure is
 126.816 -% used instead of \subfloat.
 126.817 -%
 126.818 -%\begin{figure*}[!t]
 126.819 -%\centerline{\subfloat[Case I]\includegraphics[width=2.5in]{subfigcase1}%
 126.820 -%\label{fig_first_case}}
 126.821 -%\hfil
 126.822 -%\subfloat[Case II]{\includegraphics[width=2.5in]{subfigcase2}%
 126.823 -%\label{fig_second_case}}}
 126.824 -%\caption{Simulation results}
 126.825 -%\label{fig_sim}
 126.826 -%\end{figure*}
 126.827 -%
 126.828 -% Note that often IEEE papers with subfigures do not employ subfigure
 126.829 -% captions (using the optional argument to \subfloat), but instead will
 126.830 -% reference/describe all of them (a), (b), etc., within the main caption.
 126.831 -
 126.832 -\paragraph*{Application view.}
 126.833 -
 126.834 -Figure~\ref{figAnimVP} shows snippets of application code, which use
 126.835 -the SSR parallelism library. The most important feature is that all
 126.836 -calls take a pointer to the VP that is animating the call. This is
 126.837 -seen at the top of the figure where slave VP creation takes a pointer
 126.838 -to the VP asking for creation. Below that is the standard prototype
 126.839 -for top level functions, showing that the function receives a pointer
 126.840 -to the VP it is the top level function for.
 126.841 -
 126.842 -The pointer is placed on the stack by VMS when it creates the VP, and
 126.843 -is the means by which the application comes into possession of the
 126.844 -pointer. This animating VP is passed to all library calls made from
 126.845 -there. For example, the bottom shows a pointer to the animating VP
 126.846 -placed in the position of sender in the \texttt{send} construct call.
 126.847 -Correspondingly, for the \texttt{receive} construct, the position of
 126.848 -receiving VP is filled by the VP animating the call.
 126.849 -
 126.850 -\begin{figure}[h!tb]
 126.851 -{\noindent
 126.852 -{\footnotesize
 126.853 -{\small Creating a new processor:}
 126.854 -\begin{verbatim}
 126.855 -newProcessor = SSR__create_procr( &top_VP_fn, paramsPtr, animatingVP );
 126.856 -\end{verbatim}
 126.857 -
 126.858 -{\small prototype for the top level function:}
 126.859 -\begin{verbatim}
 126.860 -top_VP_fn( void *parameterStrucPtr, VirtProcr *animatingVP );
 126.861 -\end{verbatim}
 126.862 -
 126.863 -{\small handing animating VP to parallelism constructs:}
 126.864 -\begin{verbatim}
 126.865 -SSR__send_from_to( messagePtr, animatingVP, receivingVP );
 126.866 -messagePtr = SSR__receive_from_to( sendingVP, animatingVP );
 126.867 -\end{verbatim}
 126.868 -}
 126.869 -}
 126.870 -\caption
 126.871 -{Application code snippets showing that all calls to the parallelism library
 126.872 -take the VP animating that call as a parameter.
 126.873 -}
 126.874 -\label{figAnimVP}
 126.875 -\end{figure}
 126.876 -
 126.877 -Relating these to the internal elements of our implementation, the
 126.878 -\texttt{animatingVP} suspends inside each of these calls, passing a
 126.879 -request (generated in the library) to one of the \texttt{masterVP}s.
 126.880 -The \texttt{masterVP} then calls the \texttt{comm-handler} plugin, and
 126.881 -so on, as described in Section \ref{secInternal}.
 126.882 -
 126.883 -For the \texttt{SSR\_\_create\_processor} call, the comm-handler in
 126.884 -turn calls a VMS primitive to perform the creation.  The primitive
 126.885 -places a pointer to the newly created VP onto its stack, so that when
 126.886 -\texttt{top\_VP\_fn} is later animated, it sees the VP-pointer as a
 126.887 -parameter passed to it. \ All application code is either such a
 126.888 -top-level function, or has one at the root of the call-stack.
 126.889 -
 126.890 -The send and receive calls both suspend their animating VP. When both
 126.891 -have been called, the communication handler pairs them up and resumes
 126.892 -both. This ties time-lines together, invoking the VMS guarantee. Both
 126.893 -application-functions know, because of the VMS guarantee
 126.894 -(Section~\ref{secAbsModel}), that writes to shared variables made
 126.895 -before the send call by the sender are visible to the receiver after
 126.896 -the receive call. This is the programmer's view of tying together the
 126.897 -local time-lines of two different VPs, as defined in
 126.898 -Section~\ref{secAbsModel}.
 126.899 -
 126.900 -\paragraph*{Concurrency-library view.}
 126.901 -
 126.902 -A parallelism library is a wrapper.  Each call, in general, only creates a request,
 126.903 -sends it, and returns, as seen below.  To send a request, it uses the
 126.904 -combined request-and-suspend VMS primitive that attaches the request
 126.905 -then suspends the VP.  The primitive requires the pointer to the VP,
 126.906 -to attach the request and to suspend it.
 126.907 -
 126.908 -In Figure~\ref{figImplLib}, notice that the request's data is on the
 126.909 -stack of the virtual processor that's animating the call, which is the
 126.910 -\texttt{receiveVP}.  The \texttt{VMS\_\_send\_sem\_request} suspends
 126.911 -this VP, which changes the physical core's stack pointer to a
 126.912 -different stack. So the request data is guaranteed to remain
 126.913 -undisturbed while the VP is suspended.
 126.914 -
 126.915 -Figure~\ref{figAssembly} shows the implementation of the VMS suspend
 126.916 -primitive. As seen in Figure \ref{figInternals}, suspending the
 126.917 -\texttt{receiveVP} involves switching to the \texttt{core\_loop}. In
 126.918 -our implementation, this is done by switching to the stack of the
 126.919 -pthread pinned to the physical core and then jumping to the
 126.920 -start-point of \texttt{core\_loop}.
 126.921 -
 126.922 -This code uses standard techniques commonly employed in co-routine
 126.923 -implementations. Tuning effort spent in \texttt{core\_loop} is
 126.924 -inherited by all applications.
 126.925 -
 126.926 -\begin{figure}[h!tb]
 126.927 -{\noindent
 126.928 -{\footnotesize
 126.929 -\begin{verbatim}
 126.930 -void * SSR__receive_from_to( VirtProcr *sendVP, VirtProcr *receiveVP )
 126.931 - { SSRSemReq  reqData;
 126.932 -   reqData.receiveVP = receiveVP;
 126.933 -   reqData.sendVP    = sendVP;
 126.934 -   reqData.reqType   = receive_from_to;
 126.935 -   VMS__send_sem_request( &reqData, receiveVP );
 126.936 -   return receiveVP->dataReturnedFromRequest;
 126.937 - }
 126.938 -\end{verbatim}
 126.939 -}
 126.940 -}
 126.941 -\caption{Implementation of SSR's receive\_from\_to library function.}
 126.942 -\label{figImplLib}
 126.943 -
 126.944 -{\noindent
 126.945 -{\footnotesize
 126.946 -\begin{verbatim}
 126.947 -VMS__suspend_procr( VirtProcr *animatingVP )
 126.948 - { animatingVP->resumeInstrAddr = &&ResumePt; //GCC takes addr of label
 126.949 -   animatingVP->schedSlotAssignedTo->isNewlySuspended = TRUE; //for master_loop to see
 126.950 -   <assembly code stores current physical core's stack reg into animatingVP struct>
 126.951 -   <assembly code loads stack reg with core_loop stackPtr, which was saved into animatingVP>
 126.952 -   <assembly code jmps to core_loop start instr addr, which was also saved into animatingVP>
 126.953 - ResumePt:
 126.954 -   return;
 126.955 - }
 126.956 -\end{verbatim}
 126.957 -}
 126.958 -}
 126.959 -  \caption
 126.960 -{Implementation of VMS suspend processor.
 126.961 -Re-animating the virtual processor reverses this sequence. \ It saves the
 126.962 -\texttt{core\_loop}'s resume instr-addr and stack ptr into the VP structure,
 126.963 -then loads the VP's stack ptr and jmps to its \texttt{resumeInstrAddr}.
 126.964 -}
 126.965 -\label{figAssembly}
 126.966 -
 126.967 -{\noindent
 126.968 -{\footnotesize
 126.969 -\begin{verbatim}
 126.970 -handle_receive_from_to( VirtProcr *requestingVP, SSRSemReq *reqData, SSRSemEnv *semEnv )
 126.971 - { commHashTbl = semEnv->communicatingVPHashTable;
 126.972 -   key[0] = reqData->receiveVP;   key[1] = reqData->sendVP; //send uses same key
 126.973 -   waitingReqData = lookup_and_remove( key, commHashTbl );  //get waiting request
 126.974 -   if( waitingReqData != NULL )
 126.975 -    { resume_virt_procr( waitingReqData->sendVP );
 126.976 -      resume_virt_procr( waitingReqData->receiveVP );
 126.977 -    }
 126.978 -   else
 126.979 -      insert( key, reqData, commHashTbl ); //receive is first to arrive, make it wait
 126.980 - }
 126.981 -\end{verbatim}
 126.982 -}
 126.983 -}
 126.984 -  \caption
 126.985 -{Pseudo-code of communication-handler for
 126.986 -\texttt{receive\_from\_to} request type. The \texttt{semEnv} is a pointer
 126.987 -to the shared parallel semantic state seen at the top of
 126.988 -Figure~\ref{figInternals}.
 126.989 -}
 126.990 -\label{figReqHdlr}
 126.991 -\end{figure}
 126.992 -
 126.993 -\paragraph*{Plugin view.}
 126.994 -
 126.995 -SSR's communication handler dispatches on the \texttt{reqType} field
 126.996 -of the request data, as set by the \texttt{SSR\_\_receive\_from\_to}
 126.997 -code. It calls the handler code in Figure \ref{figReqHdlr}. This
 126.998 -constructs a hash-key, by concatenating the from-VP's pointer with the
 126.999 -to-VP's pointer. Then it looks-up that key in the hash-table that SSR
126.1000 -uses to match sends with receives, which is in the shared semantic
126.1001 -state seen at the top of Figure \ref{figInternals} in
126.1002 -Section~\ref{secInternal}.
126.1003 -
126.1004 -The most important feature in Figure~\ref{figReqHdlr} is that both
126.1005 -send and receive will construct the same key, so will find the same
126.1006 -hash entry.  Whichever request is handled first in Virtual time will
126.1007 -see the hash entry empty, and save itself in that entry.  The second
126.1008 -to arrive sees the waiting request and then resumes both VPs, by
126.1009 -putting them into their \texttt{readyQ}s.
126.1010 -
126.1011 -Access to the shared hash table can be considered private, as in a
126.1012 -sequential algorithm.  This is because our VMS-core implementation
126.1013 -ensures that only one handler on one core is executing at a time.
126.1014 -
126.1015 -\section{Results}
126.1016 -\label{secResults}
126.1017 -
126.1018 -We implemented blocked dense matrix multiplication with right
126.1019 -sub-matrices copied to transposed form, and ran it on a 4-core
126.1020 -Core2Quad 2.4Ghz processor.
126.1021 -
126.1022 -\paragraph*{Implementation-time.}
126.1023 -
126.1024 -As shown in Table~\ref{tabPersonDaysLang}, time to implement the three
126.1025 -parallel libraries averages 2 days each. As an example of
126.1026 -productivity, adding nested transactions, parallel singleton, and
126.1027 -atomic function-execution to SSR required a single afternoon, totaling
126.1028 -less than 100 lines of C code.
126.1029 -
126.1030 -\paragraph*{Execution Performance.}
126.1031 -
126.1032 -Performance of VMS is seen in Table~\ref{tabOverheadCycles}. The code
126.1033 -is not optimized, but rather written to be easy to understand and
126.1034 -modify. The majority of the plugin time is lost to cache misses
126.1035 -because the shared parallelism-semantic state moves between cores on a
126.1036 -majority of accesses. Acquisition of the master lock is slow due to
126.1037 -the hardware implementing the CAS instruction.
126.1038 -
126.1039 -Existing techniques will likely improve performance, such as
126.1040 -localizing semantic data to cores, splitting malloc across the cores,
126.1041 -pre-allocating slabs that are recycled, and pre-fetching. However, in
126.1042 -many cases, several hundred nano-seconds per task is as optimal as the
126.1043 -applications can benefit from.
126.1044 -
126.1045 -\begin{table}[h!tb]
126.1046 -\begin{minipage}{.35\textwidth}
126.1047 -\begin{tabular}{|l|l|l|l|}
126.1048 -  \cline{2-4}
126.1049 -  \multicolumn{1}{l|}{} & SSR & Vthread & VCilk\\
126.1050 -  \cline{2-4}
126.1051 -  \noalign{\vskip2pt}
126.1052 -  \hline
126.1053 -  Design & 4 & 1 & 0.5\\
126.1054 -  Code & 2 & 0.5 & 0.5\\
126.1055 -  Test & 1 & 0.5 & 0.5\\
126.1056 -  L.O.C. & 470 & 290 & 310\\
126.1057 -  \hline
126.1058 -\end{tabular}
126.1059 -\caption
126.1060 -{Person-days to design, code, and
126.1061 -  test each parallelism library. L.O.C. is lines of (original) C code,
126.1062 -  excluding libraries and comments.
126.1063 -}
126.1064 -\label{tabPersonDaysLang}
126.1065 -\end{minipage}
126.1066 -\hspace{-.05\textwidth}
126.1067 -\begin{minipage}[t]{.7\textwidth}
126.1068 -\hfill
126.1069 -\begin{tabular}{|l|l|r|r|}
126.1070 -\cline{3-4}
126.1071 -\multicolumn{2}{l|}{} & comp only & comp + mem\\
126.1072 -\cline{3-4}
126.1073 -\noalign{\vskip2pt}
126.1074 -\hline
126.1075 -VMS Only & \texttt{master\_loop} &  91 &  110\\
126.1076 -& switch VPs  & 77 &  130\\
126.1077 -& (malloc) & 160 & 2300\\
126.1078 -& (create VP)  & 540 & 3800\\
126.1079 -\hline
126.1080 -Language: &  &  & \\
126.1081 -\quad SSR & plugin -- concur & 190 & 540\\
126.1082 -& plugin -- all & 530 & 2200\\
126.1083 -& lock &  &  250\\
126.1084 -\quad Vthread & plugin -- concur & 66 & 710\\
126.1085 -& plugin -- all & 180 & 1500\\
126.1086 -& lock &  &  250\\
126.1087 -\quad VCilk & plugin -- concur & 65 & 260\\
126.1088 -& plugin -- all & 330 & 1800\\
126.1089 -& lock &  &  250\\
126.1090 -\hline
126.1091 -\end{tabular}
126.1092 -\caption
126.1093 -{Cycles of overhead, per scheduled
126.1094 -    slave. ``comp only'' is perfect memory, ``comp + mem'' is actual cycles.
126.1095 -    ``Plugin-concur'' only concurrency requests, ``plugin-all'' includes
126.1096 -    create and malloc requests. Two significant digits due to variability.
126.1097 -}
126.1098 -\label{tabOverheadCycles}
126.1099 -\end{minipage}
126.1100 -
126.1101 -\vskip-1.5cm
126.1102 -\begin{tabular}{|l|lr|}
126.1103 -\hline
126.1104 -    Matrix size&Lang.&sec.\\
126.1105 -[2pt]\hline
126.1106 -    $81\times81$ & Cilk & 0.017\\
126.1107 -    & VCilk & 0.008\\
126.1108 -\hline
126.1109 -    $324\times324$ & Cilk & 0.13\\
126.1110 -    & VCilk & 0.13\\
126.1111 -\hline
126.1112 -    $648\times648$ & Cilk & 0.71\\
126.1113 -    & VCilk & 0.85\\
126.1114 -\hline
126.1115 -    $1296\times1296$ & Cilk & 4.8\\
126.1116 -    & VCilk & 6.2 \\
126.1117 -[2pt]\hline
126.1118 -\end{tabular}
126.1119 -\hfill
126.1120 -\begin{tabular}{|l|r|r|r|r|}
126.1121 -\multicolumn{5}{l}{}\\
126.1122 -\multicolumn{5}{l}{}\\
126.1123 -\multicolumn{5}{l}{}\\
126.1124 -\hline
126.1125 -    operation & \multicolumn{2}{c|}{Vthread} & pthread & ratio\\
126.1126 -    & comp only & total &  & \\
126.1127 -[2pt]\hline
126.1128 -    mutex\_lock & 85 & 1050 & 50,000 & 48:1\\
126.1129 -    mutex\_unlock & 85 & 610 & 45,000 & 74:1\\
126.1130 -    cond\_wait  & 85 & 850 & 60,000 & 71:1\\
126.1131 -    cond\_signal & 90 & 650 & 60,000 & 92:1\\
126.1132 -\hline
126.1133 -\end{tabular}
126.1134 -\caption
126.1135 -{On left, exe time in seconds for MM. To the right, overhead for
126.1136 -  pthread vs. Vthread. First column is cycles
126.1137 -  for perfect memory and second is total measured cycles. pthread cycles are
126.1138 -  deduced from round-trip experiments.
126.1139 -}
126.1140 -\label{tabHeadToHead}
126.1141 -\end{table}
126.1142 -
126.1143 -\paragraph*{Head to head.}
126.1144 -
126.1145 -We compare our implementation of the \texttt{spawn} and \texttt{sync}
126.1146 -constructs against Cilk 5.4, on the top in Table~\ref{tabHeadToHead},
126.1147 -which shows that the same application code has similar
126.1148 -performance. For large matrices, Cilk 5.4's better use of the memory
126.1149 -hierarchy (the workstealing algorithm) achieves 23\% better
126.1150 -performance. However, for small matrices, VCilk is better, with a
126.1151 -factor 2 lower overhead. Cilk 5.4 does not allow controlling the
126.1152 -number of spawn events it actually executes, and chooses to run
126.1153 -smaller matrices sequentially, limiting our comparison.
126.1154 -
126.1155 -When comparing to pthreads, our VMS based implementation has more than
126.1156 -an order of magnitude better overhead per invocation of mutex or
126.1157 -condition variable functionality, as seen on the bottom of Table
126.1158 -\ref{tabHeadToHead}.  Applications that inherently have short trace
126.1159 -segments will synchronize often and benefit the most from Vthread.
126.1160 -
126.1161 -\section{Conclusion}
126.1162 -\label{secConclusion}
126.1163 -
126.1164 -We have shown an alternative to the thread model that enables
126.1165 -easier-to-use parallelism constructs by splitting the scheduler open,
126.1166 -to accept new parallelism constructs in the form of plugins. This
126.1167 -gives the language control over assigning virtual processors to
126.1168 -physical cores, for performance, debugging, and flexibility
126.1169 -benefits. Parallelism constructs of programming languages can be
126.1170 -implemented using sequential algorithms, within a matter of days,
126.1171 -while maintaining low run-time overhead.
126.1172 -
126.1173 -\bibliography{../helpers/bib_for_papers}
126.1174 -
126.1175 -\end{document}
126.1176 - }
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 127.256 -\hyphenation{op-tical net-works semi-conduc-tor}
 127.257 -
 127.258 -
 127.259 -\begin{document}
 127.260 -
 127.261 -\bibliographystyle{plain}
 127.262 -%
 127.263 -
 127.264 -\title{A Mutable Hardware Abstraction to Replace Threads}
 127.265 -
 127.266 -\author{Sean Halle\inst{1,2,3} \and Albert Cohen\inst{1}}
 127.267 -\institute{INRIA and \'Ecole Normale Sup\'erieure, France
 127.268 -  \and
 127.269 -  University of California at Santa Cruz, USA
 127.270 -  \and
 127.271 -  Technical University Berlin}
 127.272 -
 127.273 -\maketitle             
 127.274 -%
 127.275 -
 127.276 -\begin{abstract}
 127.277 -  We propose an abstraction to alleviate the difficulty of programming
 127.278 -  with threads. This abstraction is not directly usable by application
 127.279 -  programmers.  Instead, application-visible behavior is defined
 127.280 -  through a semantical plugin, and invoked via a language or library
 127.281 -  that uses the plugin.  The main benefit is that parallel language
 127.282 -  runtimes become simpler to implement, because they use sequential
 127.283 -  algorithms for the parallel semantics. This is possible because the
 127.284 -  abstraction makes available a virtual time in which events in
 127.285 -  different program time-lines are sequentialized.  The parallel
 127.286 -  semantics relate events in different time-lines via relating the
 127.287 -  sequentialized versions within the virtual time-line.
 127.288 -
 127.289 -  We have implemented the abstraction in user-space and demonstrate
 127.290 -  its low overhead and quickness to implement a runtime on three sets
 127.291 -  of parallelism constructs: rendez-vous style \texttt{send} and
 127.292 -  \texttt{receive}; Cilk style \texttt{spawn} and \texttt{sync}, which
 127.293 -  have similar performance to Cilk 5.4; and \texttt{mutex} and
 127.294 -  \texttt{condition variable} constructs from pthreads, which have 80x
 127.295 -  lower overhead than Linux thread operations.  Development time
 127.296 -  averaged around two days per set, versus an expected duration  of weeks to modify a thread-based runtime system.
 127.297 -\end{abstract}
 127.298 -
 127.299 -\section{Motivation}
 127.300 -
 127.301 -Thread parallelism constructs have been well documented to be
 127.302 -difficult to program with. They directly expose low-level concurrency
 127.303 -to the programmer. Arbitrary non-deterministic behavior and deadlocks
 127.304 -can arise from improperly synchronized code. Efficient execution
 127.305 -requires non-blocking algorithms whose correctness require deep
 127.306 -understanding of weakly consistent memory models. In addition, the
 127.307 -operating system abstraction for threads comes with a very high
 127.308 -context-switching and synchronization overhead.
 127.309 -
 127.310 -%% AC. The following is wrong.
 127.311 -%\paragraph{\bf Problems with threads: } Thread parallelism constructs have been well documented to be difficult to program with. In addition, threads are problematic when one has multiple physical cores because the thread abstraction hides the hardware, disabling control over placement of tasks.  High performance requires such control. Hence, not only are threads  difficult to use directly in applications, but they prevent easier parallelism constructs from being built on top of them that have high performance.
 127.312 -
 127.313 -%\paragraph{\bf Partial solution: } To deal with this, in practice, a language's runtime turns off
 127.314 -
 127.315 -\paragraph*{A partial solution.}
 127.316 -
 127.317 -To deal with the last problem, a parallel language's runtime turns off
 127.318 -operating system threads by pinning one to each physical core.  This
 127.319 -way, the custom runtime is assured that the software thread is
 127.320 -one-to-one with a physical core. It then implements a user-level
 127.321 -thread package that lets it control which OS thread a computational
 127.322 -task is assigned to. Finally, the runtime then implements the
 127.323 -language's parallel semantics in terms of those user threads.
 127.324 -
 127.325 -The user-level threading approach addresses the system overhead issue,
 127.326 -but it still hides important events such as input-output or
 127.327 -node-to-node communications in a cluster.
 127.328 -%% AC. Irrelevant for a parallelism-centric paper
 127.329 -%software faults, and other hardware events
 127.330 -Scalable runtimes need to coordinate task assignment
 127.331 -to cores with application access of input and output, memory
 127.332 -allocation over non-uniform cache and memory hierarchies, offloading
 127.333 -to hardware accelerators, power management, and inter-node
 127.334 -communication in a cluster.  The user-level threading approach is hampered in addressing these needs, and
 127.335 -further makes the parallel runtime implementation cumbersome, error-prone and
 127.336 -complex, because it is still written in terms of threads.
 127.337 -
 127.338 -
 127.339 -Ideally, the OS would be in terms of a mutable hardware abstraction, and export mutations as new behavior.  We define a mutable hardware abstraction to be an interface to hardware-level behaviors that are normally inside the OS or below it. Examples include communication between cores, allotting time-slots to applications, and establishing ordering of events among cores (which is what atomic memory operations and equivalent patterns of instructions do).  The kernel itself would be implemented in terms of such an abstraction, and would accept mutations the same way it accepts device-drivers. It would then export the mutated behaviors for the language to trigger.
 127.340 -
 127.341 -A language  runtime would be in the form of a mutation. Being inside the OS, it has secure access to kernel-only hardware mechanisms. It could directly negotiate with the kernel to manage physical resources, in a low-overhead way.  The arrangement enables the runtime to control which task is assigned to which processing element at what time.  Both high performance and low-energy depend on this for implementing data affinity techniques. For example, the runtime could track data within the memory hierarchy and assign tasks to locations close to their consumed data.
 127.342 -
 127.343 -% \paragraph{\bf Support for portability: } This separation between
 127.344 -% application executable and language runtime also supports
 127.345 -% portability. It packages the language-specific scheduler into a
 127.346 -% separate machine-specific module that is separately installed. The
 127.347 -% scheduler is thus optimized for the combination of language with
 127.348 -% hardware. This isn't a full solution to portability but it is a needed
 127.349 -% precursor.
 127.350 -
 127.351 -% An interesting portability technique enabled by a separate
 127.352 -% language-plus-hardware specific runtime is tracking which cores are
 127.353 -% likely to already have data in the cache which a new task requires as
 127.354 -% input. It could place tasks where the input data is likely to reside,
 127.355 -% reducing communication to increase performance and power efficiency.
 127.356 -
 127.357 -\paragraph*{Contribution.}
 127.358 -
 127.359 -We show in this paper the definition and implementation of such a
 127.360 -mutable hardware abstraction, albeit at user-level rather than in
 127.361 -the kernel.  The abstraction lets a language's runtime be implemented as
 127.362 -a mutation, which we call a plugin.  The plugin implements parallelism constructs and assignment of tasks to cores.
 127.363 -
 127.364 -We focus in this introductory paper on the definition of the
 127.365 -abstraction and its support for parallelism constructs, postponing
 127.366 -exploration of assignment of tasks onto cores and other performance
 127.367 -optimizations to following papers. This paper defines multiple time-lines in a program, and a virtual timeline that globally orders events among them. It demonstrates three sets of parallelism constructs: synchronous \texttt{send}-\texttt{receive}
 127.368 -motivated by process calculi; \texttt{spawn} and \texttt{sync} from
 127.369 -Cilk {\cite{Fri98,CILKHome}}; and \texttt{mutex} and \texttt{condition
 127.370 -  variable} from pthreads.  The assignment policy we implemented with
 127.371 -them is simply first-come first-served.
 127.372 -
 127.373 -We call the abstraction Virtualized Master-Slave, or VMS. It
 127.374 -exports facilities to create virtual processors and control how their timelines relate to each other, and relate to physical time. It also exports facilities to suspend a virtual processor and for an executable to interact with the plugin. The plugin embodies most of a language's runtime. A wrapper-library or keyword is what appears in application code, and is what triggers the runtime.
 127.375 -
 127.376 -\paragraph*{Organization of paper.}
 127.377 -
 127.378 -Section~\ref{secAbsModel} provide the original concepts and
 127.379 -definitions of VMS. Section~\ref{secInternal} focuses on the
 127.380 -implementation, describing the elements and how they interact, then
 127.381 -relating them back to the theoretical definition.
 127.382 -Section~\ref{secApp} takes the point of view of the application code,
 127.383 -studying the usage and implementation of parallel language constructs
 127.384 -as a VMS plugin. To wrap up, measurements of effectiveness appear in
 127.385 -Section~\ref{secResults} and conclusions in
 127.386 -Section~\ref{secConclusion}.
 127.387 -
 127.388 -\section{Background and Related Work}
 127.389 -
 127.390 -User-level thread packages and most parallel language runtimes have to
 127.391 -side-step OS threads, by pinning one to each core, which effectively
 127.392 -gives the user-level package control over the core. Our VMS
 127.393 -implementation also does this. We are not claiming in this paper to
 127.394 -have the OS level implementation of VMS that is possible -- but just
 127.395 -the user-space version.
 127.396 -
 127.397 -\paragraph*{Related work.}
 127.398 -
 127.399 -The most primitive methods for establishing ordering among cores or distributed processors are atomic instructions and clock-synchronization techniques \cite{Lamport78,Christian89}.
 127.400 -
 127.401 -Meanwhile, the most closely related work is Scheduler Activations
 127.402 -\cite{SchedActivations}, which also allows modifying concurrency
 127.403 -constructs and controlling assignment of virtual processors onto
 127.404 -cores. However it has no virtual time to guarantee globally consistent
 127.405 -sequentialization, and no interface for plugins.
 127.406 -
 127.407 -BOM \cite{BOMinManticore}, which is used in Manticore to express
 127.408 -scheduling policies and synchronization, also bears resemblances to
 127.409 -VMS, but at a higher level of abstraction. BOM is a functional
 127.410 -language, rather than a primitive abstraction meant to sit at the
 127.411 -hardware-software boundary as VMS is.
 127.412 -
 127.413 -Coroutines is a high-performance means of switching between
 127.414 -tasks. Coroutine scheduling and stack handling techniques were well
 127.415 -suited to the user-space implementation of VMS.
 127.416 -
 127.417 -Other related work either provides an abstraction of the thread model,
 127.418 -or is a full language with specific parallelism constructs. As a
 127.419 -protypic example of user-level threads, Cilk {\cite{Fri98,CILKHome}}
 127.420 -provides a simplified abstraction with an efficient scheduling and
 127.421 -load balancing algorithm, but limited to fork-join concurrency. OpenMP
 127.422 -{\cite{OpenMPHome}} is a typical example of a parallel extension of
 127.423 -sequential languages; it allows creating tasks and controlling their
 127.424 -execution order. We claim that both Cilk and OpenMP, as well as most
 127.425 -thread abstractions or parallel languages may be implemented via
 127.426 -plugins to VMS, with similar performance.
 127.427 -
 127.428 -VMS is unique in that it doesn't impose its own concurrency semantics as a programming model, but rather takes preferred ones as plugins. This
 127.429 -makes it only a \emph{support} mechanism to
 127.430 -implement language runtimes -- VMS is hidden from the application, underneath the language. Parallelism constructs may be implemented
 127.431 -as VMS plugins, easily, quickly, and with high performance as
 127.432 -indicated in Section~\ref{secResults}.
 127.433 -
 127.434 -This work presents a first incarnation  of VMS. We plan
 127.435 -to explore the embedding into VMS of a variety of parallel languages,
 127.436 -with a special interest for coordination languages
 127.437 -\cite{Gelernter85Linda,CnCInHotPar,CnCHome}. We will also explore
 127.438 -VMS's compatibility with different concurrent semantics
 127.439 -\cite{Kah74,hoare78,milner99,Hewitt10,Actors97}. One particularly
 127.440 -important application would be to use VMS to facilitate the design and
 127.441 -implementation of the emerging hybrid programming models, such as
 127.442 -MPI+OpenMP, or OpenMP+OpenCL \cite{Car10,OpenCLHome}.
 127.443 -
 127.444 -
 127.445 -\section{Abstract Definition of VMS}
 127.446 -\label{secAbsModel}
 127.447 -
 127.448 -We start with an intuitive overview, then precise the definitions and
 127.449 -properties in the following sub-sections.
 127.450 -
 127.451 -\paragraph*{Definitions:}
 127.452 -
 127.453 -1) We want to avoid the confusion associated with the various
 127.454 -interpretations for the terms ``thread'' and ``task'' so will use
 127.455 -the term \emph{Virtual Processor} (VP), which we define as state in
 127.456 -combination with the ability to animate code or an additional level of
 127.457 -virtual processors. The state consists of a program counter, a stack
 127.458 -with its contents, a pointer to top of stack, and a pointer to the
 127.459 -current stack frame. 2) A \emph{physical processor}   executes
 127.460 -a sequential stream of instructions.
 127.461 -3) A program-timeline is the sequence of instructions animated by a
 127.462 -Slave VP, which is in turn animated by a physical processor.
 127.463 -
 127.464 -
 127.465 -\paragraph*{Intuitive Overview.}
 127.466 -
 127.467 -VMS can be understood via an analogy with atomic instructions, such as Compare and Swap (CAS). These are used to establish an ordering among the timelines of cores. They consist of two parts: 1) the semantics of what is done to the memory location, 2) a mechanism that establishes an ordering among the cores.  For CAS, the semantics are: ``compare value in this register to value at the address, and if same, then put value in second register into the address.''  Multiple kinds of atomic instructions share the same order-establishing mechanism, they simply provide different semantics as a front-end.
 127.468 -
 127.469 - VMS can be viewed as virtualizing the order-establishing mechanism. It allows the semantics to be plugged-in to it. This breaks concurrency constructs into two parts: the VMS mechanism, which establishes an ordering between events in different timelines; and the plugin, which supplies  the semantics.
 127.470 -
 127.471 - Below the interface, hardware mechanisms are employed to order specific points in one physical processor's timeline relative to specific points in another's timeline.    Above the interface, a plugin  provides the semantics that an application uses to invoke creation of the ordering. 
 127.472 -
 127.473 -Together,  VMS plus the plugin form a parallelism construct, by which an application controls how the time-lines of its virtual processors relate. Such constructs also guarantee relations of VP time-lines to hardware events.
 127.474 -
 127.475 -As an example, consider a program where one VP writes into a data structure then calls a \texttt{send} construct. Meanwhile, a
 127.476 -different VP calls the \texttt{receive} construct then reads
 127.477 -the data structure. The semantics of the \texttt{send} and \texttt{receive} constructs are that all data
 127.478 -written before the \texttt{send} is readable in the other time-line
 127.479 -after the \texttt{receive}.
 127.480 - To implement these constructs, VMS provides the mechanism to enforce the ordering, and to include the writes and reads in that ordering.  The plugin directs that mechanism to order the \texttt{send} event before the \texttt{receive} event.
 127.481 -%% AC. Too early.
 127.482 -% VMS provides a primitive guarantee that
 127.483 -% plugin code builds upon to provide such higher-level guarantees. The
 127.484 -% primitive guarantee is defined in Section~\ref{scTime}, after the
 127.485 -% necessary vocabulary is established.
 127.486 -
 127.487 -\paragraph{What the VMS interface provides:} The interface provides primitive operations
 127.488 -to create and suspend VPs; a way for plugins to control when and where
 127.489 -each VP is (re)started; a way for application code to send requests to the plugin; and a way to order a specific point in one VP time-line relative to a specific point in another VP time-line. All implementations of the VMS interface provide these, whether  it is on shared memory or distributed, with
 127.490 -strong memory consistency or weak.
 127.491 -
 127.492 -\paragraph*{Specification in three parts.}
 127.493 -
 127.494 -We specify the observable behavior of a VMS system \emph{with plugins present}.  Hence,
 127.495 -the specified behaviors remain valid with any parallelism construct
 127.496 -implementable with VMS.  First we give the specification of a computation system that VMS is compatible with; then specify a notion of time and the key VMS guarantee; and lastly specify
 127.497 -virtual processor scheduling states and transitions between them.
 127.498 -
 127.499 -%% AC. Too early, Master has not been defined. I renamed VMS-core into
 127.500 -%% VMS afterwards, finding no ambiguity.
 127.501 -% The Master mentioned in the definition is an abstract entity, with a
 127.502 -% plugin present. In practice, this Master entity is implemented as part
 127.503 -% of a core VMS, and plugins later added. This VMS-core is the hardware
 127.504 -% abstraction. It hides the physical hardware behind an interface that
 127.505 -% creates virtual processors and enforces well-defined time-behavior.
 127.506 -
 127.507 -\subsection{The Specifications for a VMS-compatible Computation System}
 127.508 -
 127.509 -\begin{itemize}
 127.510 -\item An application creates multiple VPs, which are Slaves, each with an
 127.511 -  independent time-line.
 127.512 -\item A schedule of Slaves is generated by a Master entity, from
 127.513 -  within a hidden time-line(s).
 127.514 -\item A schedule is the  set of physical locations and time-points at which Slaves are
 127.515 -  (re)animated.
 127.516 -\item All semantic parallelism behavior is invoked by Slaves communicating
 127.517 -  with the Master.
 127.518 -\item A Slave communicates with the Master by using a VMS primitive,
 127.519 -  which suspends  the Slave.
 127.520 -\end{itemize}
 127.521 -
 127.522 -\paragraph{Where we define:}
 127.523 - Semantic Parallelism Behavior is the actions taken by a parallelism construct, which establishes an ordering among events in different Slave timelines.
 127.524 -
 127.525 -
 127.526 -\paragraph{Discussion:}  The key point is that
 127.527 -\emph{scheduling is separated from the application code}. This is enforced by the schedule being generated in a time-line hidden from the application. The rest of the requirements are consequences of that separation.
 127.528 -
 127.529 -The Master entity appears as a single entity, to the slaves. However it may
 127.530 -be implemented with multiple (hidden) timelines.  This is the approach taken in our initial implementation, which has several Master VPs hidden inside the VMS
 127.531 -implementation.
 127.532 -
 127.533 - 
 127.534 -
 127.535 -
 127.536 -%% AC. Calling memory a processing element only adds confusion.
 127.537 -% {\bf Definitions:\ }VMS is intended only for hardware systems that
 127.538 -% consist of processing elements connected by communication.  We define
 127.539 -% a memory-space to be a processing element, albeit without the ability
 127.540 -% to transform data.
 127.541 -
 127.542 -
 127.543 -\subsection{The Time-Related Specifications of VMS}
 127.544 -\label{secTime}
 127.545 -
 127.546 -To prepare for the time-related specifications, we give an advance peek of the following section, 3.3. There, Slave VPs are specified to have three scheduling states: Animated, Blocked, and Ready.  When a  parallelism construct starts execution, the Slave  transitions from Animated to Blocked. When it ends execution, the Slave transitions from Blocked to Ready.    VMS provides a way to control the order  of these state-transitions, which is equivalent to controlling the order of the parallelism-constructs.  Controlling the state transitions is how the ordering among constructs in different timelines  is established. 
 127.547 -   
 127.548 -With that background, here are time-related specifications for VMS: \begin{itemize}
 127.549 -\item VMS provides a Virtual timeline that globally orders changes of scheduling state  of Slave VPs.
 127.550 -\item Ordering is created among construct-invocations by controlling the order of Blocked to Ready transitions in the Virtual timeline.
 127.551 -\item 
 127.552 -Causally tied construct-invocations are  tied-together inside the Master. \item VMS enforces ordering of \textit{observations} of physical events  in Slave timelines to be consistent with the Virtual time ordering.
 127.553 -\item Virtual time defines only ordering, but not spans, nor widths.
 127.554 -\end{itemize}
 127.555 -
 127.556 -\paragraph{Discussion:} 
 127.557 -Most importantly here, Virtual time defines a global ordering among Slave state-transitions. To make this useful for parallelism,  VMS must be implemented so that observations of physical events, like reads and writes to shared memory, are consistent with that ordering. 
 127.558 -
 127.559 -The Virtual timeline plays the same role as the mechanism added to memory systems to support atomic instructions. All atomic instructions require hardware that establishes an ordering among the timelines of physical cores. That hardware sequentializes execution of atomic memory accesses to the same address. VMS virtualizes this mechanism.  It provides the same ordering function.
 127.560 -
 127.561 -An important point is that the Virtual timeline is generated inside the Master. When a Slave uses the VMS primitive to send a parallelism-construct request, it suspends.  However, that Slave doesn't actually transition state from Animated to Blocked until the Master \textit{acknowledges} the suspension.  It is the  acknowledgement that adds the Slave transition into the Virtual timeline.
 127.562 -
 127.563 -The essential value of VMS is using it to control the order of observing events. It has to be able to causally link the execution of a parallelism construct in one timeline to the execution of a construct in a different timeline. Establishing such a causal link is called \textit{tying together} two construct executions.
 127.564 - It is specific executions from different timelines that are causally linked with such a tie.
 127.565 -\paragraph*{The key VMS guarantee:}
 127.566 -
 127.567 -the order of observing physical events is consistent with the order of tied together parallelism constructs. 
 127.568 -
 127.569 -To explain this, take as given:  two Slaves both execute parallelism constructs, those are tied together by the Master, establishing a causal ordering from one to the other. So, one construct is the \textit{before}-construct, the other is the \textit{after}-construct. Now, the guarantee means that any events triggered before the before-construct, in its timeline,   are guaranteed to be detected in the other timeline as also preceding the after-construct.  In addition, events triggered after the after-construct are guaranteed not visible before the before-construct in its timeline. This two-part guarantee is the result of the above specifications of VMS's time-related behavior.
 127.570 -
 127.571 -
 127.572 -
 127.573 - 
 127.574 -\paragraph*{Definitions:}
 127.575 -
 127.576 -Some more definitions, to prepare for the next explanation. 1) An \textit{ordering-point} exists in a Slave VP's timeline as a zero-width event that can be tied to ordering points in other timelines. It is initiated by a Slave VP executing the suspend
 127.577 -primitive, and ended by the Master transitioning the Slave back to Animated. 2) A trace-segment is a portion of a Slave VP's stream of instructions bounded by ordering-points. 
 127.578 -
 127.579 -Hence, the timeline of a Slave is a sequence of trace-segments. Each
 127.580 -trace-segment is animated by a single physical processor, but not
 127.581 -necessarily the same  as animated the Slave's other trace segments.
 127.582 -
 127.583 -  
 127.584 -
 127.585 -
 127.586 -\begin{figure}[ht]
 127.587 - \includegraphics[width=3.5in]{../figures/Time_in_VMS_2.eps}
 127.588 - \caption
 127.589 - {Time Behaviors:  \ Shows Ordering Point 1.1 being tied to Ordering Point 2.1. As a result, VMS guarantees that events triggered in Trace Segment 1.1 are seen as having taken place in the past in Trace Segment 2.2.  Also shows that there is no common tied ordering point between segments 1.2 and 2.2, so VMS provides no guarantees about what order segment 2.2 sees events triggered in segment 1.2.
 127.590 -  }
 127.591 -\label{figTimeMapping}
 127.592 -\end{figure}
 127.593 -
 127.594 -\paragraph*{Relating time-lines to each other.}
 127.595 -
 127.596 -Figure \ref{figTimeMapping} shows two ordering points being tied together. A trace segment starts, at the same time an ordering-point ends, by its Slave transitioning to Animated.  Because the transition to Animated exists as a point in Virtual time, the start of a trace-segment has a well-defined position within Virtual time. Likewise, a trace-segment is ended by its Slave executing the suspend primitive of VMS.  Although this does not have a well-defined point in Virtual time, every execution of suspend is acknowledged by the Master, which transitions the Slave to Blocked.  That transition does have a well-defined position in Virtual time. Hence, the end of every trace-segment is associated with a well-defined position in Virtual time.
 127.597 -
 127.598 -As a result, trace segments can be ordered relative to each other, by checking their start and end points in Virtual time. If they have no overlap in virtual time then they have a total ordering. However, if any portion of them overlaps in Virtual time, then they are considered concurrent trace-segments, and their Slaves are considered to be executing in parallel between those points of Virtual time.  
 127.599 -
 127.600 -Note that this is conservative because it doesn't take into account the physical wait time between a Slave suspending and the Master acknowledging. The Slave may stop executing at a physical time-point that would map onto an earlier point in Virtual time. In some cases, ending the Slave's trace-segment at the earlier point would eliminate the overlap with a particular other trace-segment.  But VMS's set of specifications doesn't allow such mapping of suspend-execution onto Virtual time (for implementation-related reasons, which require downloading the code and gaining experience with it, to establish a common language, for an explanation to be understood).
 127.601 -
 127.602 -
 127.603 -
 127.604 -A  subtlety is that events triggered
 127.605 -before one tied ordering-point, {\em{might}} be visible in the other timeline before the other tied ordering-point.  In the figure, segment 2.1 might be able to see events from segment 1.1 if it looked.  The VMS guarantee doesn't cover overlapped trace-segments. Physical events triggered before are only guaranteed visible
 127.606 -{\em{after}} the tie point, and events after are only guaranteed
 127.607 -{\em{not}} visible {\em{before}} the tie point.
 127.608 -
 127.609 -We call this bounded non-determinism, because events within overlapped trace-segments have non-deterministic ordering, but the region of non-determinism can be bounded by tied ordering-points. This allows a program to specify non-determinism, but control the region of non-deterministic behavior.  For example, a reduction construct could be created that non-deterministically assigns portions of the reduction work to overlapped Slave segments. It would tie together ordering points from all the Slaves that mark the end of reduction.  Hence, the outcome is deterministic, but the path to get there is not.
 127.610 -
 127.611 -\paragraph*{Sequential algorithms for parallel constructs.}
 127.612 -The globally-consistent sequential order in Virtual time enables one
 127.613 -of VMS's main benefits: sequential algorithms for parallel constructs.
 127.614 -An implementation to
 127.615 -tie ordering points together equals an implementation of parallel constructs. A plugin has an ordering of state transitions available, and chooses from those. Sequential algorithms rely on an ordering existing, while concurrent algorithms must include operations that establish an ordering.  Plugins have Virtual time ordering available, so they can use sequential algorithms.  
 127.616 -\subsection{Specification of Scheduling State}
 127.617 -
 127.618 -Scheduling state is used in VMS to organize internal activity, for
 127.619 -enforcing the guarantees.
 127.620 -
 127.621 -\begin{itemize}
 127.622 -\item VPs have three scheduling states: {\em{Animated}},
 127.623 -  {\em{Blocked}}, {\em{Ready}}; see Figure~\ref{figStates}.
 127.624 -\item VPs in Animated are {\em{allowed}} to advance Program time with
 127.625 -  (core-local) physical time.
 127.626 -\item VPs in Blocked and Ready do not advance their Program time.
 127.627 -\item Animated has two physical states: {\em{Progressing}} and
 127.628 -  {\em{Stalled}}.
 127.629 -\item VPs in Progressing advance Program time with (core-local)
 127.630 -  physical time, those in Stalled do not (allowing non-semantic
 127.631 -  suspend for hardware interrupts).
 127.632 -\item Scheduling states are defined in Virtual time only.
 127.633 -\item Progressing and Stalled are defined in (core-local) physical
 127.634 -  time only; the distinction is invisible in Virtual time.
 127.635 -\end{itemize}
 127.636 -
 127.637 -\begin{figure}[h!tb]
 127.638 -\begin{minipage}{.55\textwidth}
 127.639 -  \includegraphics[width=\textwidth]{../figures/Scheduling_states_2.eps}
 127.640 -  \caption{Scheduling states of a slave VP in the VMS model. Animated, Blocked, and Ready are only defined in Virtual Time and only visible in the Master.  Progressing and Stalled are only visible in physical-processor local time, not visible in Virtual time.}
 127.641 -  \label{figStates}
 127.642 -\end{minipage}
 127.643 -\hfill
 127.644 -\begin{minipage}{.43\textwidth}
 127.645 -  \includegraphics[width=\textwidth]{../figures/VMS-core__plugins.eps}
 127.646 -  \caption
 127.647 - {
 127.648 -  The Master, split into a generic core and a language-specific plugin.
 127.649 -  The core encapsulates the hardware and remains the same across applications.
 127.650 -  The plugin implements the semantics of the parallelism-constructs.
 127.651 - }
 127.652 - \label{figMasterSplit}
 127.653 -\end{minipage}
 127.654 -\end{figure}
 127.655 -
 127.656 -
 127.657 -Some important points: (1) only VPs Animated can trigger physical
 127.658 -events that are seen in other program time-lines; (2) the distinction
 127.659 -between Blocked vs Stalled is that a Slave has to explicitly execute a
 127.660 -VMS primitive operation to enter Blocked. In contrast, Stalled happens
 127.661 -invisibly, with no effect on semantic behavior. It is due to hardware
 127.662 -events hidden inside VMS, such as interrupts.
 127.663 -
 127.664 -The Ready state is used to separate the parallelism-construct behavior
 127.665 -from the scheduling behavior. It acts as a ``staging area'' for
 127.666 -scheduling. VPs placed into this state are {\em{ready}} to be
 127.667 -animated, but the scheduler decides when and where.
 127.668 -
 127.669 -An interesting point is that in VMS, the causal tie between timelines is created by actions {\em{outside}}  program timelines. In contrast, memory-based lock algorithms place the concurrency-related behavior {\em{inside}} program
 127.670 -timelines.
 127.671 -
 127.672 -\paragraph*{Transition Between Slave Scheduling States.}
 127.673 -
 127.674 -\begin{itemize}
 127.675 -\item VPs transition states as shown in Figure \ref{figStates}.
 127.676 -\item Animated$\rightarrow$Blocked is requested by a Slave  executing suspend, but takes place in Virtual time at the point the Master acknowledges that request.
 127.677 -\item Blocked$\rightarrow$Ready is determined by the semantics
 127.678 -  implemented in the plugin.
 127.679 -\item Ready$\rightarrow$Animated is determined by the scheduler in the
 127.680 -  plugin.
 127.681 -\item Transitions in scheduling state have a globally consistent order
 127.682 -  in Virtual time.
 127.683 -\end{itemize}
 127.684 -
 127.685 -The parallelism primitives executed by a program do not directly control change
 127.686 -in scheduling states. Rather they communicate messages to the Master,
 127.687 -via a VMS supplied primitive. If it suspended when sending the request, then the act of the Master acknowledging the request places the Animated$\rightarrow$Blocked transition into Virtual time. Inside the Master, the plugin then processes the message. Based on contents, it performs changes in state from Blocked$\rightarrow$Ready,
 127.688 -creates new VPs, and dissipates existing VPs.  Most communication from
 127.689 -Slave to Master requires the Slave to suspend when it sends the
 127.690 -message. A few messages, like creating new Slave may be sent without
 127.691 -suspending.
 127.692 -
 127.693 -The suspend primitive decouples local physical time from Virtual time.
 127.694 -Execution causes immediate transition to Stalled in physical time,
 127.695 -later the Master performs Animated$\rightarrow$Blocked, fixing that
 127.696 -transition in Virtual time. The only relationship is causality. This
 127.697 -weak relation is what allows suspension-points to be serialized in
 127.698 -Virtual time, which in turn is what allows using sequential algorithms
 127.699 -to implement parallelism constructs.
 127.700 -
 127.701 -\subsection{Plugins}
 127.702 -
 127.703 -The Master entity has two parts, a generic core part and a plugin
 127.704 -(Figure \ref{figMasterSplit}).  The core part of the Master is
 127.705 -implemented as part of VMS itself. The plugin supplies two functions:
 127.706 -the communication-handler and the scheduler, both having a standard
 127.707 -prototype. The communication-handler implements the parallelism
 127.708 -constructs, while scheduler assigns VPs to cores.
 127.709 -
 127.710 -An \emph{instance} of a plugin is created as part of initializing an
 127.711 -application, and the instance holds the semantic and scheduling state
 127.712 -for that run of the application. This state, combined with the virtual
 127.713 -processor states of the slaves created during that application run,
 127.714 -represents progress of the work of the application.  For example,
 127.715 -multi-tasking is performed simply by the Master switching among
 127.716 -plugin instances when it has a resource to offer to a scheduler. The
 127.717 -parallelism-semantic state holds all information needed to resume
 127.718 -(hardware state, such as TLB and cache-tags is inside VMS).
 127.719 -
 127.720 -\section{Internal Workings of Our Implementation}
 127.721 -\label{secInternal}
 127.722 -
 127.723 -For our example implementation, we name the elements and describe their
 127.724 -logical function, then relate those to the abstract model. We then step
 127.725 -through the operation of the elements.
 127.726 -
 127.727 -\paragraph*{Elements and their logical function.}
 127.728 -
 127.729 -As illustrated in Figure~\ref{figInternals}, our VMS implementation is
 127.730 -organized around physical cores.  Each core has its own {\em{master
 127.731 -    virtual-processor}}, \texttt{masterVP}, and a {\em{physical-core
 127.732 -    controller}}, which communicate via a set of scheduling slots,
 127.733 -\texttt{schedSlot}. The Master in the abstract definition is
 127.734 -implemented by the multiple \texttt{masterVP}s plus a particular
 127.735 -plugin instance with its shared parallelism-semantic state (seen at
 127.736 -the top).
 127.737 -
 127.738 -On a given core, only one of: the core-controller, \texttt{masterVP},
 127.739 -or a slave VP, is animated at any point in local physical time. Each
 127.740 -\texttt{masterVP} animates the same function, called
 127.741 -\texttt{master\_loop}, and each slave VP animates a function from the
 127.742 -application, starting with the top-level function the slave is created
 127.743 -with, and following its call sequence. The core controller is
 127.744 -implemented here as a Linux pthread that runs the \texttt{core\_loop}
 127.745 -function.
 127.746 -
 127.747 -Switching between VPs is done by executing a VMS primitive that
 127.748 -suspends the VP. This switches the physical core over to the
 127.749 -controller, by jumping to the start of the \texttt{core\_loop}
 127.750 -function, which chooses the next VP and switches to that (switching is
 127.751 -detailed in Section \ref{secApp} Figure \ref{figAssembly}).
 127.752 -
 127.753 -\paragraph*{Relation to abstract model.}
 127.754 -
 127.755 -We chose to implement the Master entity of the model by a set of
 127.756 -\texttt{masterVP}s, plus plugin functions and shared
 127.757 -parallelism-semantic state. VMS consists of this implementation of the
 127.758 -Master, plus the core-controllers, plus the VMS primitive libraries,
 127.759 -for creating new VPs and dissipating existing VPs, suspending VPs, and
 127.760 -communicating from slave VP to Master. In Figure~\ref{figInternals},
 127.761 -everything in green is part of VMS, while the plugin is in red, and
 127.762 -application code appears as blue, inside the slave VP.
 127.763 -
 127.764 -Virtual time in the model is implemented via a combination of four
 127.765 -things: a \texttt{masterLock} (not shown) that guarantees non-overlap
 127.766 -of \texttt{masterVP} trace-segments; the \texttt{master\_loop} which
 127.767 -performs transition Animated$\rightarrow$Blocked; the
 127.768 -\texttt{comm\_handler\_fn} which performs Blocked$\rightarrow$Ready
 127.769 -and the \texttt{scheduler\_fn} which performs
 127.770 -Ready$\rightarrow$Animated. \ Each state transition is one step of
 127.771 -Virtual time; is guaranteed sequential by the non-overlap of
 127.772 -\texttt{masterVP} trace segments; and is global due to being in
 127.773 -parallelism-semantic state that is shared (top of
 127.774 -Figure~\ref{figInternals}).
 127.775 -
 127.776 -Transitions Progressing$\rightleftarrows$Stalled within the Animated
 127.777 -state are invisible to the parallelism semantics, the Master, and
 127.778 -Virtual time, and so have no effect on the elements seen.
 127.779 -
 127.780 -\begin{figure*}[h!tb]
 127.781 -  \centerline{\includegraphics[width=5in]{../figures/VMS-core__internal_workings.eps}}
 127.782 -  \caption
 127.783 -  { Internal elements of our example VMS implementation
 127.784 -  }
 127.785 -  \label{figInternals}
 127.786 -\end{figure*}
 127.787 -
 127.788 -\paragraph*{Steps of operation.}
 127.789 -
 127.790 -The steps of operation are numbered, in Figure \ref{figInternals}.
 127.791 -Taking them in order:
 127.792 -
 127.793 -\begin{enumerate}
 127.794 -\item \texttt{master\_loop} scans the scheduling slots to see which
 127.795 -  ones' slaves have suspended since the previous scan.
 127.796 -\item It hands these to the \texttt{comm\_handler\_fn} plugged in
 127.797 -(which equals transition Animated$\rightarrow$Blocked).
 127.798 -\item The VP has a request attached, and data in it causes the
 127.799 -  \texttt{comm\_handler\_fn} to manipulate data structures in the
 127.800 -  shared parallelism-semantic state.  These structures hold all the
 127.801 -  slaves in the blocked state (code-level detail and example will
 127.802 -  come in Figure~\ref{figReqHdlr}, Section~\ref{secApp}).
 127.803 -\item Some requests cause slaves to be moved to a \texttt{readyQ} on
 127.804 -  one of the cores (Blocked$\rightarrow$Ready). Which core's
 127.805 -  \texttt{readyQ} receives the slave is under plugin control,
 127.806 -  determined by a combination of request contents, semantic state and
 127.807 -  physical machine state.
 127.808 -\item During the scan, the \texttt{master\_loop} also looks for empty
 127.809 -  slots, and for each calls the \texttt{scheduler\_fn} plugged in. It
 127.810 -  chooses a slave from the \texttt{readyQ} on the core animating
 127.811 -  \texttt{master\_loop}.
 127.812 -\item The \texttt{master\_loop} then places the slave VP's pointer
 127.813 -  into the scheduling slot (Ready$\rightarrow$Animated), making it
 127.814 -  available to the \texttt{core\_loop}.
 127.815 -\item When done with the scan, \texttt{masterVP} suspends, switching
 127.816 -  animation back to the \texttt{core\_loop}.
 127.817 -\item \texttt{core\_loop} takes slave VPs out of the slots.
 127.818 -\item Then \texttt{core\_loop} switches animation to these slave VPs.
 127.819 -\item When a slave self-suspends, animation returns to the
 127.820 -  \texttt{core\_loop} (detail in code in Figure 9), which picks
 127.821 -  another.
 127.822 -\item Until all slots are empty and the \texttt{core\_loop} switches
 127.823 -  animation to the \texttt{masterVP}.
 127.824 -\end{enumerate}
 127.825 -
 127.826 -\paragraph*{Enabling sequential implementation of parallelism semantics.}
 127.827 -
 127.828 -All these steps happen on each core separately, but
 127.829 -%% AC. Cannot be both an essential property of VMS and "un this particular..."
 127.830 -% in this particular implementation
 127.831 -we use a central \texttt{masterLock} to ensure that
 127.832 -only one core's \texttt{masterVP} can be active at any time.  This
 127.833 -guarantees non-overlap of trace-segments from different
 127.834 -\texttt{masterVP}s, allowing the plugins to use sequential algorithms,
 127.835 -without a performance penalty, as verified in
 127.836 -Section~\ref{secResults}.
 127.837 -
 127.838 -Relating this to the abstract model: the parallelism-semantic behavior
 127.839 -of the Master is implemented by the communication handler, in the
 127.840 -plugin. It thus runs in the Master time referred to, in the model, in
 127.841 -Section \ref{secAbsModel}. Requests are sent to the Master by
 127.842 -self-suspension of the slaves, but sit idle until the other slaves in
 127.843 -the scheduling slots have also run. This is the passive behavior of
 127.844 -requests that was noted in Section~\ref{secAbsModel}, which allows the
 127.845 -\texttt{masterVP}s to remain suspended until needed.  This in turn
 127.846 -enables the \texttt{masterVP}s from different cores to be
 127.847 -non-overlapped. It is the non-overlap that enables the algorithms for
 127.848 -the parallelism semantics to be sequential.
 127.849 -
 127.850 -\section{Code Example}
 127.851 -\label{secApp}
 127.852 -
 127.853 -To relate the abstract model and the internal elements to application
 127.854 -code and parallelism-library code, we give code snippets that
 127.855 -illustrate key features.  We start with the application then work down
 127.856 -through the sequence of calls, to the plugin, using our SSR
 127.857 -{\cite{VMSHome}} parallelism-library as an example.
 127.858 -
 127.859 -In general, applications are either written in terms of a parallel
 127.860 -language that has its own syntax, or a base language with a
 127.861 -parallelism library, which is often called an {\em{embedded
 127.862 -    language}}.  Our demonstrators, VCilk {\cite{VMSHome}}, Vthread,
 127.863 -and SSR, are all parallelism libraries. A parallel language would
 127.864 -follow the standard practice of performing source-to-source transform,
 127.865 -from custom syntax into C plus parallelism-library calls.
 127.866 -
 127.867 -\paragraph*{SSR.}
 127.868 -
 127.869 -SSR stands for Synchronous Send-Receive, and details of its calls and
 127.870 -internal implementation will be given throughout this section. It has
 127.871 -two types of construct. The first, called {\em{from-to}} has two
 127.872 -calls: \texttt{SSR\_send\_from\_to} and
 127.873 -\texttt{SSR\_receive\_from\_to}, both of which specify the sending VP
 127.874 -as well as the receiving VP. \ The other, called {\em{of-type}} also
 127.875 -has two calls: \texttt{SSR\_\_send\_of\_type\_to} and
 127.876 -\texttt{SSR\_\_receive\_of\_type}, which allow a receiver to accept
 127.877 -from anonymous senders, but select according to type of message.
 127.878 -
 127.879 -% An example of a double column floating figure using two subfigures.
 127.880 -% (The subfig.sty package must be loaded for this to work.)
 127.881 -% The subfigure \label commands are set within each subfloat command, the
 127.882 -% \label for the overall figure must come after \caption.
 127.883 -% \hfil must be used as a separator to get equal spacing.
 127.884 -% The subfigure.sty package works much the same way, except \subfigure is
 127.885 -% used instead of \subfloat.
 127.886 -%
 127.887 -%\begin{figure*}[!t]
 127.888 -%\centerline{\subfloat[Case I]\includegraphics[width=2.5in]{subfigcase1}%
 127.889 -%\label{fig_first_case}}
 127.890 -%\hfil
 127.891 -%\subfloat[Case II]{\includegraphics[width=2.5in]{subfigcase2}%
 127.892 -%\label{fig_second_case}}}
 127.893 -%\caption{Simulation results}
 127.894 -%\label{fig_sim}
 127.895 -%\end{figure*}
 127.896 -%
 127.897 -% Note that often IEEE papers with subfigures do not employ subfigure
 127.898 -% captions (using the optional argument to \subfloat), but instead will
 127.899 -% reference/describe all of them (a), (b), etc., within the main caption.
 127.900 -
 127.901 -\paragraph*{Application view.}
 127.902 -
 127.903 -Figure~\ref{figAnimVP} shows snippets of application code, which use
 127.904 -the SSR parallelism library. The most important feature is that all
 127.905 -calls take a pointer to the VP that is animating the call. This is
 127.906 -seen at the top of the figure where slave VP creation takes a pointer
 127.907 -to the VP asking for creation. Below that is the standard prototype
 127.908 -for top level functions, showing that the function receives a pointer
 127.909 -to the VP it is the top level function for.
 127.910 -
 127.911 -The pointer is placed on the stack by VMS when it creates the VP, and
 127.912 -is the means by which the application comes into possession of the
 127.913 -pointer. This animating VP is passed to all library calls made from
 127.914 -there. For example, the bottom shows a pointer to the animating VP
 127.915 -placed in the position of sender in the \texttt{send} construct call.
 127.916 -Correspondingly, for the \texttt{receive} construct, the position of
 127.917 -receiving VP is filled by the VP animating the call.
 127.918 -
 127.919 -\begin{figure}[h!tb]
 127.920 -{\noindent
 127.921 -{\footnotesize
 127.922 -{\small Creating a new processor:}
 127.923 -\begin{verbatim}
 127.924 -newProcessor = SSR__create_procr( &top_VP_fn, paramsPtr, animatingVP );
 127.925 -\end{verbatim}
 127.926 -
 127.927 -{\small prototype for the top level function:}
 127.928 -\begin{verbatim}
 127.929 -top_VP_fn( void *parameterStrucPtr, VirtProcr *animatingVP );
 127.930 -\end{verbatim}
 127.931 -
 127.932 -{\small handing animating VP to parallelism constructs:}
 127.933 -\begin{verbatim}
 127.934 -SSR__send_from_to( messagePtr, animatingVP, receivingVP );
 127.935 -messagePtr = SSR__receive_from_to( sendingVP, animatingVP );
 127.936 -\end{verbatim}
 127.937 -}
 127.938 -}
 127.939 -\caption
 127.940 -{Application code snippets showing that all calls to the parallelism library
 127.941 -take the VP animating that call as a parameter.
 127.942 -}
 127.943 -\label{figAnimVP}
 127.944 -\end{figure}
 127.945 -
 127.946 -Relating these to the internal elements of our implementation, the
 127.947 -\texttt{animatingVP} suspends inside each of these calls, passing a
 127.948 -request (generated in the library) to one of the \texttt{masterVP}s.
 127.949 -The \texttt{masterVP} then calls the \texttt{comm-handler} plugin, and
 127.950 -so on, as described in Section \ref{secInternal}.
 127.951 -
 127.952 -For the \texttt{SSR\_\_create\_processor} call, the comm-handler in
 127.953 -turn calls a VMS primitive to perform the creation.  The primitive
 127.954 -places a pointer to the newly created VP onto its stack, so that when
 127.955 -\texttt{top\_VP\_fn} is later animated, it sees the VP-pointer as a
 127.956 -parameter passed to it. \ All application code is either such a
 127.957 -top-level function, or has one at the root of the call-stack.
 127.958 -
 127.959 -The send and receive calls both suspend their animating VP. When both
 127.960 -have been called, the communication handler pairs them up and resumes
 127.961 -both. This ties time-lines together, invoking the VMS guarantee. Both
 127.962 -application-functions know, because of the VMS guarantee
 127.963 -(Section~\ref{secAbsModel}), that writes to shared variables made
 127.964 -before the send call by the sender are visible to the receiver after
 127.965 -the receive call. This is the programmer's view of tying together the
 127.966 -local time-lines of two different VPs, as defined in
 127.967 -Section~\ref{secAbsModel}.
 127.968 -
 127.969 -\paragraph*{Concurrency-library view.}
 127.970 -
 127.971 -A parallelism library is a wrapper.  Each call, in general, only creates a request,
 127.972 -sends it, and returns, as seen below.  To send a request, it uses the
 127.973 -combined request-and-suspend VMS primitive that attaches the request
 127.974 -then suspends the VP.  The primitive requires the pointer to the VP,
 127.975 -to attach the request and to suspend it.
 127.976 -
 127.977 -In Figure~\ref{figImplLib}, notice that the request's data is on the
 127.978 -stack of the virtual processor that's animating the call, which is the
 127.979 -\texttt{receiveVP}.  The \texttt{VMS\_\_send\_sem\_request} suspends
 127.980 -this VP, which changes the physical core's stack pointer to a
 127.981 -different stack. So the request data is guaranteed to remain
 127.982 -undisturbed while the VP is suspended.
 127.983 -
 127.984 -Figure~\ref{figAssembly} shows the implementation of the VMS suspend
 127.985 -primitive. As seen in Figure \ref{figInternals}, suspending the
 127.986 -\texttt{receiveVP} involves switching to the \texttt{core\_loop}. In
 127.987 -our implementation, this is done by switching to the stack of the
 127.988 -pthread pinned to the physical core and then jumping to the
 127.989 -start-point of \texttt{core\_loop}.
 127.990 -
 127.991 -This code uses standard techniques commonly employed in co-routine
 127.992 -implementations. Tuning effort spent in \texttt{core\_loop} is
 127.993 -inherited by all applications.
 127.994 -
 127.995 -\begin{figure}[h!tb]
 127.996 -{\noindent
 127.997 -{\footnotesize
 127.998 -\begin{verbatim}
 127.999 -void * SSR__receive_from_to( VirtProcr *sendVP, VirtProcr *receiveVP )
127.1000 - { SSRSemReq  reqData;
127.1001 -   reqData.receiveVP = receiveVP;
127.1002 -   reqData.sendVP    = sendVP;
127.1003 -   reqData.reqType   = receive_from_to;
127.1004 -   VMS__send_sem_request( &reqData, receiveVP );
127.1005 -   return receiveVP->dataReturnedFromRequest;
127.1006 - }
127.1007 -\end{verbatim}
127.1008 -}
127.1009 -}
127.1010 -\caption{Implementation of SSR's receive\_from\_to library function.}
127.1011 -\label{figImplLib}
127.1012 -
127.1013 -{\noindent
127.1014 -{\footnotesize
127.1015 -\begin{verbatim}
127.1016 -VMS__suspend_procr( VirtProcr *animatingVP )
127.1017 - { animatingVP->resumeInstrAddr = &&ResumePt; //GCC takes addr of label
127.1018 -   animatingVP->schedSlotAssignedTo->isNewlySuspended = TRUE; //for master_loop to see
127.1019 -   <assembly code stores current physical core's stack reg into animatingVP struct>
127.1020 -   <assembly code loads stack reg with core_loop stackPtr, which was saved into animatingVP>
127.1021 -   <assembly code jmps to core_loop start instr addr, which was also saved into animatingVP>
127.1022 - ResumePt:
127.1023 -   return;
127.1024 - }
127.1025 -\end{verbatim}
127.1026 -}
127.1027 -}
127.1028 -  \caption
127.1029 -{Implementation of VMS suspend processor.
127.1030 -Re-animating the virtual processor reverses this sequence. \ It saves the
127.1031 -\texttt{core\_loop}'s resume instr-addr and stack ptr into the VP structure,
127.1032 -then loads the VP's stack ptr and jmps to its \texttt{resumeInstrAddr}.
127.1033 -}
127.1034 -\label{figAssembly}
127.1035 -
127.1036 -{\noindent
127.1037 -{\footnotesize
127.1038 -\begin{verbatim}
127.1039 -handle_receive_from_to( VirtProcr *requestingVP, SSRSemReq *reqData, SSRSemEnv *semEnv )
127.1040 - { commHashTbl = semEnv->communicatingVPHashTable;
127.1041 -   key[0] = reqData->receiveVP;   key[1] = reqData->sendVP; //send uses same key
127.1042 -   waitingReqData = lookup_and_remove( key, commHashTbl );  //get waiting request
127.1043 -   if( waitingReqData != NULL )
127.1044 -    { resume_virt_procr( waitingReqData->sendVP );
127.1045 -      resume_virt_procr( waitingReqData->receiveVP );
127.1046 -    }
127.1047 -   else
127.1048 -      insert( key, reqData, commHashTbl ); //receive is first to arrive, make it wait
127.1049 - }
127.1050 -\end{verbatim}
127.1051 -}
127.1052 -}
127.1053 -  \caption
127.1054 -{Pseudo-code of communication-handler for
127.1055 -\texttt{receive\_from\_to} request type. The \texttt{semEnv} is a pointer
127.1056 -to the shared parallel semantic state seen at the top of
127.1057 -Figure~\ref{figInternals}.
127.1058 -}
127.1059 -\label{figReqHdlr}
127.1060 -\end{figure}
127.1061 -
127.1062 -\paragraph*{Plugin view.}
127.1063 -
127.1064 -SSR's communication handler dispatches on the \texttt{reqType} field
127.1065 -of the request data, as set by the \texttt{SSR\_\_receive\_from\_to}
127.1066 -code. It calls the handler code in Figure \ref{figReqHdlr}. This
127.1067 -constructs a hash-key, by concatenating the from-VP's pointer with the
127.1068 -to-VP's pointer. Then it looks-up that key in the hash-table that SSR
127.1069 -uses to match sends with receives, which is in the shared semantic
127.1070 -state seen at the top of Figure \ref{figInternals} in
127.1071 -Section~\ref{secInternal}.
127.1072 -
127.1073 -The most important feature in Figure~\ref{figReqHdlr} is that both
127.1074 -send and receive will construct the same key, so will find the same
127.1075 -hash entry.  Whichever request is handled first in Virtual time will
127.1076 -see the hash entry empty, and save itself in that entry.  The second
127.1077 -to arrive sees the waiting request and then resumes both VPs, by
127.1078 -putting them into their \texttt{readyQ}s.
127.1079 -
127.1080 -Access to the shared hash table can be considered private, as in a
127.1081 -sequential algorithm.  This is because our VMS-core implementation
127.1082 -ensures that only one handler on one core is executing at a time.
127.1083 -
127.1084 -\section{Results}
127.1085 -\label{secResults}
127.1086 -
127.1087 -We implemented blocked dense matrix multiplication with right
127.1088 -sub-matrices copied to transposed form, and ran it on a 4-core
127.1089 -Core2Quad 2.4Ghz processor.
127.1090 -
127.1091 -\paragraph*{Implementation-time.}
127.1092 -
127.1093 -As shown in Table~\ref{tabPersonDaysLang}, time to implement the three
127.1094 -parallel libraries averages 2 days each. As an example of
127.1095 -productivity, adding nested transactions, parallel singleton, and
127.1096 -atomic function-execution to SSR required a single afternoon, totaling
127.1097 -less than 100 lines of C code.
127.1098 -
127.1099 -\paragraph*{Execution Performance.}
127.1100 -
127.1101 -Performance of VMS is seen in Table~\ref{tabOverheadCycles}. The code
127.1102 -is not optimized, but rather written to be easy to understand and
127.1103 -modify. The majority of the plugin time is lost to cache misses
127.1104 -because the shared parallelism-semantic state moves between cores on a
127.1105 -majority of accesses. Acquisition of the master lock is slow due to
127.1106 -the hardware implementing the CAS instruction.
127.1107 -
127.1108 -Existing techniques will likely improve performance, such as
127.1109 -localizing semantic data to cores, splitting malloc across the cores,
127.1110 -pre-allocating slabs that are recycled, and pre-fetching. However, in
127.1111 -many cases, several hundred nano-seconds per task is as optimal as the
127.1112 -applications can benefit from.
127.1113 -
127.1114 -\begin{table}[h!tb]
127.1115 -\begin{minipage}{.35\textwidth}
127.1116 -\begin{tabular}{|l|l|l|l|}
127.1117 -  \cline{2-4}
127.1118 -  \multicolumn{1}{l|}{} & SSR & Vthread & VCilk\\
127.1119 -  \cline{2-4}
127.1120 -  \noalign{\vskip2pt}
127.1121 -  \hline
127.1122 -  Design & 4 & 1 & 0.5\\
127.1123 -  Code & 2 & 0.5 & 0.5\\
127.1124 -  Test & 1 & 0.5 & 0.5\\
127.1125 -  L.O.C. & 470 & 290 & 310\\
127.1126 -  \hline
127.1127 -\end{tabular}
127.1128 -\caption
127.1129 -{Person-days to design, code, and
127.1130 -  test each parallelism library. L.O.C. is lines of (original) C code,
127.1131 -  excluding libraries and comments.
127.1132 -}
127.1133 -\label{tabPersonDaysLang}
127.1134 -\end{minipage}
127.1135 -\hspace{-.05\textwidth}
127.1136 -\begin{minipage}[t]{.7\textwidth}
127.1137 -\hfill
127.1138 -\begin{tabular}{|l|l|r|r|}
127.1139 -\cline{3-4}
127.1140 -\multicolumn{2}{l|}{} & comp only & comp + mem\\
127.1141 -\cline{3-4}
127.1142 -\noalign{\vskip2pt}
127.1143 -\hline
127.1144 -VMS Only & \texttt{master\_loop} &  91 &  110\\
127.1145 -& switch VPs  & 77 &  130\\
127.1146 -& (malloc) & 160 & 2300\\
127.1147 -& (create VP)  & 540 & 3800\\
127.1148 -\hline
127.1149 -Language: &  &  & \\
127.1150 -\quad SSR & plugin -- concur & 190 & 540\\
127.1151 -& plugin -- all & 530 & 2200\\
127.1152 -& lock &  &  250\\
127.1153 -\quad Vthread & plugin -- concur & 66 & 710\\
127.1154 -& plugin -- all & 180 & 1500\\
127.1155 -& lock &  &  250\\
127.1156 -\quad VCilk & plugin -- concur & 65 & 260\\
127.1157 -& plugin -- all & 330 & 1800\\
127.1158 -& lock &  &  250\\
127.1159 -\hline
127.1160 -\end{tabular}
127.1161 -\caption
127.1162 -{Cycles of overhead, per scheduled
127.1163 -    slave. ``comp only'' is perfect memory, ``comp + mem'' is actual cycles.
127.1164 -    ``Plugin-concur'' only concurrency requests, ``plugin-all'' includes
127.1165 -    create and malloc requests. Two significant digits due to variability.
127.1166 -}
127.1167 -\label{tabOverheadCycles}
127.1168 -\end{minipage}
127.1169 -
127.1170 -\vskip-1.5cm
127.1171 -\begin{tabular}{|l|lr|}
127.1172 -\hline
127.1173 -    Matrix size&Lang.&sec.\\
127.1174 -[2pt]\hline
127.1175 -    $81\times81$ & Cilk & 0.017\\
127.1176 -    & VCilk & 0.008\\
127.1177 -\hline
127.1178 -    $324\times324$ & Cilk & 0.13\\
127.1179 -    & VCilk & 0.13\\
127.1180 -\hline
127.1181 -    $648\times648$ & Cilk & 0.71\\
127.1182 -    & VCilk & 0.85\\
127.1183 -\hline
127.1184 -    $1296\times1296$ & Cilk & 4.8\\
127.1185 -    & VCilk & 6.2 \\
127.1186 -[2pt]\hline
127.1187 -\end{tabular}
127.1188 -\hfill
127.1189 -\begin{tabular}{|l|r|r|r|r|}
127.1190 -\multicolumn{5}{l}{}\\
127.1191 -\multicolumn{5}{l}{}\\
127.1192 -\multicolumn{5}{l}{}\\
127.1193 -\hline
127.1194 -    operation & \multicolumn{2}{c|}{Vthread} & pthread & ratio\\
127.1195 -    & comp only & total &  & \\
127.1196 -[2pt]\hline
127.1197 -    mutex\_lock & 85 & 1050 & 50,000 & 48:1\\
127.1198 -    mutex\_unlock & 85 & 610 & 45,000 & 74:1\\
127.1199 -    cond\_wait  & 85 & 850 & 60,000 & 71:1\\
127.1200 -    cond\_signal & 90 & 650 & 60,000 & 92:1\\
127.1201 -\hline
127.1202 -\end{tabular}
127.1203 -\caption
127.1204 -{On left, exe time in seconds for MM. To the right, overhead for
127.1205 -  pthread vs. Vthread. First column is cycles
127.1206 -  for perfect memory and second is total measured cycles. pthread cycles are
127.1207 -  deduced from round-trip experiments.
127.1208 -}
127.1209 -\label{tabHeadToHead}
127.1210 -\end{table}
127.1211 -
127.1212 -\paragraph*{Head to head.}
127.1213 -
127.1214 -We compare our implementation of the \texttt{spawn} and \texttt{sync}
127.1215 -constructs against Cilk 5.4, on the top in Table~\ref{tabHeadToHead},
127.1216 -which shows that the same application code has similar
127.1217 -performance. For large matrices, Cilk 5.4's better use of the memory
127.1218 -hierarchy (the workstealing algorithm) achieves 23\% better
127.1219 -performance. However, for small matrices, VCilk is better, with a
127.1220 -factor 2 lower overhead. Cilk 5.4 does not allow controlling the
127.1221 -number of spawn events it actually executes, and chooses to run
127.1222 -smaller matrices sequentially, limiting our comparison.
127.1223 -
127.1224 -When comparing to pthreads, our VMS based implementation has more than
127.1225 -an order of magnitude better overhead per invocation of mutex or
127.1226 -condition variable functionality, as seen on the bottom of Table
127.1227 -\ref{tabHeadToHead}.  Applications that inherently have short trace
127.1228 -segments will synchronize often and benefit the most from Vthread.
127.1229 -
127.1230 -\section{Conclusion}
127.1231 -\label{secConclusion}
127.1232 -
127.1233 -We have shown an alternative to the thread model that enables
127.1234 -easier-to-use parallelism constructs by splitting the scheduler open,
127.1235 -to accept new parallelism constructs in the form of plugins. This
127.1236 -gives the language control over assigning virtual processors to
127.1237 -physical cores, for performance, debugging, and flexibility
127.1238 -benefits. Parallelism constructs of programming languages can be
127.1239 -implemented using sequential algorithms, within a matter of days,
127.1240 -while maintaining low run-time overhead.
127.1241 -
127.1242 -\bibliography{../helpers/bib_for_papers}
127.1243 -
127.1244 -\end{document}
127.1245 - }
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 128.259 -\begin{document}
 128.260 -
 128.261 -\bibliographystyle{plain}
 128.262 -%
 128.263 -
 128.264 -\title{A Mutable Concurrency-Hardware Abstraction for Creating High Performance Multi-Core Aware Runtimes}
 128.265 -
 128.266 -\author{Sean Halle\inst{1,2,3} \and Albert Cohen\inst{1}}
 128.267 -\institute{INRIA and \'Ecole Normale Sup\'erieure, France
 128.268 -  \and
 128.269 -  University of California at Santa Cruz, USA
 128.270 -  \and
 128.271 -  Technical University Berlin}
 128.272 -
 128.273 -\maketitle             
 128.274 -%
 128.275 -
 128.276 -\begin{abstract}
 128.277 -The current renaissance in multi-core programming techniques and tools is generating  new languages and concurrency constructs at a furious pace.  This supports the belief held by many that Domain Specific Languages will satisfy the productivity goal for parallel programming. However, each of the new approaches and every domain specific language requires a runtime.  Further, the runtime should be tuned to each flavor of multi-core hardware in order to get the lowest overhead. This represents  non-trivial amounts of work, especially given the complexity of runtime internals, which have tricky concurrency issues. 
 128.278 -
 128.279 -Regarding this, we present an improvement to the Virtualized Master-Slave abstraction, which has been demonstrated as one way to avoid such runtime implementation difficulties.  VMS is a Mutable Concurrency-Hardware Abstraction used to quickly and easily create high performance runtime systems. It captures the difficult concurrency issues inside a reusable  abstraction that exports a simple interface.  Runtimes are created on top of this interface using only sequential reasoning, which greatly speeds implementation. The interface also modularizes the runtime and hides details of underlying concurrency hardware.
 128.280 -
 128.281 -We improved the interface by making it multi-core aware, and show how much it can reduce overhead.   Over an array of  platforms, runtimes that use our multi-core-aware interface have an average of X\% less overhead.  Specifically, we show the improvement from splitting malloc-free across cores, and demonstrate split constructs such as pthread-style mutexes and condition variables, which now have X cycles of overhead, compared to X cycles previously.   
 128.282 -\end{abstract}
 128.283 -
 128.284 -\section{Motivation}
 128.285 -
 128.286 -\paragraph*{A partial solution.}
 128.287 -
 128.288 -\paragraph*{Contribution.}
 128.289 -
 128.290 -We show in this paper the definition and implementation of such a
 128.291 -mutable hardware abstraction, albeit at user-level rather than in
 128.292 -the kernel.  The abstraction lets a language's runtime be implemented as
 128.293 -a mutation, which we call a plugin.  The plugin implements parallelism constructs and assignment of tasks to cores.
 128.294 -
 128.295 -We focus in this introductory paper on the definition of the
 128.296 -abstraction and its support for parallelism constructs, postponing
 128.297 -exploration of assignment of tasks onto cores and other performance
 128.298 -optimizations to following papers. This paper defines multiple time-lines in a program, and a virtual timeline that globally orders events among them. It demonstrates three sets of parallelism constructs: synchronous \texttt{send}-\texttt{receive}
 128.299 -motivated by process calculi; \texttt{spawn} and \texttt{sync} from
 128.300 -Cilk {\cite{Fri98,CILKHome}}; and \texttt{mutex} and \texttt{condition
 128.301 -  variable} from pthreads.  The assignment policy we implemented with
 128.302 -them is simply first-come first-served.
 128.303 -
 128.304 -We call the abstraction Virtualized Master-Slave, or VMS. It
 128.305 -exports facilities to create virtual processors and control how their timelines relate to each other, and relate to physical time. It also exports facilities to suspend a virtual processor and for an executable to interact with the plugin. The plugin embodies most of a language's runtime. A wrapper-library or keyword is what appears in application code, and is what triggers the runtime.
 128.306 -
 128.307 -\paragraph*{Organization of paper.}
 128.308 -
 128.309 -Section~\ref{secAbsModel} provide the original concepts and
 128.310 -definitions of VMS. Section~\ref{secInternal} focuses on the
 128.311 -implementation, describing the elements and how they interact, then
 128.312 -relating them back to the theoretical definition.
 128.313 -Section~\ref{secApp} takes the point of view of the application code,
 128.314 -studying the usage and implementation of parallel language constructs
 128.315 -as a VMS plugin. To wrap up, measurements of effectiveness appear in
 128.316 -Section~\ref{secResults} and conclusions in
 128.317 -Section~\ref{secConclusion}.
 128.318 -
 128.319 -\section{Background and Related Work}
 128.320 -
 128.321 -User-level thread packages and most parallel language runtimes have to
 128.322 -side-step OS threads, by pinning one to each core, which effectively
 128.323 -gives the user-level package control over the core. Our VMS
 128.324 -implementation also does this. We are not claiming in this paper to
 128.325 -have the OS level implementation of VMS that is possible -- but just
 128.326 -the user-space version.
 128.327 -
 128.328 -\paragraph*{Related work.}
 128.329 -
 128.330 -The most primitive methods for establishing ordering among cores or distributed processors are atomic instructions and clock-synchronization techniques \cite{Lamport78,Christian89}.
 128.331 -
 128.332 -Meanwhile, the most closely related work is Scheduler Activations
 128.333 -\cite{SchedActivations}, which also allows modifying concurrency
 128.334 -constructs and controlling assignment of virtual processors onto
 128.335 -cores. However it has no virtual time to guarantee globally consistent
 128.336 -sequentialization, and no interface for plugins.
 128.337 -
 128.338 -BOM \cite{BOMinManticore}, which is used in Manticore to express
 128.339 -scheduling policies and synchronization, also bears resemblances to
 128.340 -VMS, but at a higher level of abstraction. BOM is a functional
 128.341 -language, rather than a primitive abstraction meant to sit at the
 128.342 -hardware-software boundary as VMS is.
 128.343 -
 128.344 -Coroutines is a high-performance means of switching between
 128.345 -tasks. Coroutine scheduling and stack handling techniques were well
 128.346 -suited to the user-space implementation of VMS.
 128.347 -
 128.348 -Other related work either provides an abstraction of the thread model,
 128.349 -or is a full language with specific parallelism constructs. As a
 128.350 -protypic example of user-level threads, Cilk {\cite{Fri98,CILKHome}}
 128.351 -provides a simplified abstraction with an efficient scheduling and
 128.352 -load balancing algorithm, but limited to fork-join concurrency. OpenMP
 128.353 -{\cite{OpenMPHome}} is a typical example of a parallel extension of
 128.354 -sequential languages; it allows creating tasks and controlling their
 128.355 -execution order. We claim that both Cilk and OpenMP, as well as most
 128.356 -thread abstractions or parallel languages may be implemented via
 128.357 -plugins to VMS, with similar performance.
 128.358 -
 128.359 -VMS is unique in that it doesn't impose its own concurrency semantics as a programming model, but rather takes preferred ones as plugins. This
 128.360 -makes it only a \emph{support} mechanism to
 128.361 -implement language runtimes -- VMS is hidden from the application, underneath the language. Parallelism constructs may be implemented
 128.362 -as VMS plugins, easily, quickly, and with high performance as
 128.363 -indicated in Section~\ref{secResults}.
 128.364 -
 128.365 -This work presents a first incarnation  of VMS. We plan
 128.366 -to explore the embedding into VMS of a variety of parallel languages,
 128.367 -with a special interest for coordination languages
 128.368 -\cite{Gelernter85Linda,CnCInHotPar,CnCHome}. We will also explore
 128.369 -VMS's compatibility with different concurrent semantics
 128.370 -\cite{Kah74,hoare78,milner99,Hewitt10,Actors97}. One particularly
 128.371 -important application would be to use VMS to facilitate the design and
 128.372 -implementation of the emerging hybrid programming models, such as
 128.373 -MPI+OpenMP, or OpenMP+OpenCL \cite{Car10,OpenCLHome}.
 128.374 -
 128.375 -
 128.376 -\section{Abstract Definition of VMS}
 128.377 -\label{secAbsModel}
 128.378 -
 128.379 -We start with an intuitive overview, then precise the definitions and
 128.380 -properties in the following sub-sections.
 128.381 -
 128.382 -\paragraph*{Definitions:}
 128.383 -
 128.384 -1) We want to avoid the confusion associated with the various
 128.385 -interpretations for the terms ``thread'' and ``task'' so will use
 128.386 -the term \emph{Virtual Processor} (VP), which we define as state in
 128.387 -combination with the ability to animate code or an additional level of
 128.388 -virtual processors. The state consists of a program counter, a stack
 128.389 -with its contents, a pointer to top of stack, and a pointer to the
 128.390 -current stack frame. 2) A \emph{physical processor}   executes
 128.391 -a sequential stream of instructions.
 128.392 -3) A program-timeline is the sequence of instructions animated by a
 128.393 -Slave VP, which is in turn animated by a physical processor.
 128.394 -
 128.395 -
 128.396 -\paragraph*{Intuitive Overview.}
 128.397 -
 128.398 -VMS can be understood via an analogy with atomic instructions, such as Compare and Swap (CAS). These are used to establish an ordering among the timelines of cores. They consist of two parts: 1) the semantics of what is done to the memory location, 2) a mechanism that establishes an ordering among the cores.  For CAS, the semantics are: ``compare value in this register to value at the address, and if same, then put value in second register into the address.''  Multiple kinds of atomic instructions share the same order-establishing mechanism, they simply provide different semantics as a front-end.
 128.399 -
 128.400 - VMS can be viewed as virtualizing the order-establishing mechanism. It allows the semantics to be plugged-in to it. This breaks concurrency constructs into two parts: the VMS mechanism, which establishes an ordering between events in different timelines; and the plugin, which supplies  the semantics.
 128.401 -
 128.402 - Below the interface, hardware mechanisms are employed to order specific points in one physical processor's timeline relative to specific points in another's timeline.    Above the interface, a plugin  provides the semantics that an application uses to invoke creation of the ordering. 
 128.403 -
 128.404 -Together,  VMS plus the plugin form a parallelism construct, by which an application controls how the time-lines of its virtual processors relate. Such constructs also guarantee relations of VP time-lines to hardware events.
 128.405 -
 128.406 -As an example, consider a program where one VP writes into a data structure then calls a \texttt{send} construct. Meanwhile, a
 128.407 -different VP calls the \texttt{receive} construct then reads
 128.408 -the data structure. The semantics of the \texttt{send} and \texttt{receive} constructs are that all data
 128.409 -written before the \texttt{send} is readable in the other time-line
 128.410 -after the \texttt{receive}.
 128.411 - To implement these constructs, VMS provides the mechanism to enforce the ordering, and to include the writes and reads in that ordering.  The plugin directs that mechanism to order the \texttt{send} event before the \texttt{receive} event.
 128.412 -%% AC. Too early.
 128.413 -% VMS provides a primitive guarantee that
 128.414 -% plugin code builds upon to provide such higher-level guarantees. The
 128.415 -% primitive guarantee is defined in Section~\ref{scTime}, after the
 128.416 -% necessary vocabulary is established.
 128.417 -
 128.418 -\paragraph{What the VMS interface provides:} The interface provides primitive operations
 128.419 -to create and suspend VPs; a way for plugins to control when and where
 128.420 -each VP is (re)started; a way for application code to send requests to the plugin; and a way to order a specific point in one VP time-line relative to a specific point in another VP time-line. All implementations of the VMS interface provide these, whether  it is on shared memory or distributed, with
 128.421 -strong memory consistency or weak.
 128.422 -
 128.423 -\paragraph*{Specification in three parts.}
 128.424 -
 128.425 -We specify the observable behavior of a VMS system \emph{with plugins present}.  Hence,
 128.426 -the specified behaviors remain valid with any parallelism construct
 128.427 -implementable with VMS.  First we give the specification of a computation system that VMS is compatible with; then specify a notion of time and the key VMS guarantee; and lastly specify
 128.428 -virtual processor scheduling states and transitions between them.
 128.429 -
 128.430 -%% AC. Too early, Master has not been defined. I renamed VMS-core into
 128.431 -%% VMS afterwards, finding no ambiguity.
 128.432 -% The Master mentioned in the definition is an abstract entity, with a
 128.433 -% plugin present. In practice, this Master entity is implemented as part
 128.434 -% of a core VMS, and plugins later added. This VMS-core is the hardware
 128.435 -% abstraction. It hides the physical hardware behind an interface that
 128.436 -% creates virtual processors and enforces well-defined time-behavior.
 128.437 -
 128.438 -\subsection{The Specifications for a VMS-compatible Computation System}
 128.439 -
 128.440 -\begin{itemize}
 128.441 -\item An application creates multiple VPs, which are Slaves, each with an
 128.442 -  independent time-line.
 128.443 -\item A schedule of Slaves is generated by a Master entity, from
 128.444 -  within a hidden time-line(s).
 128.445 -\item A schedule is the  set of physical locations and time-points at which Slaves are
 128.446 -  (re)animated.
 128.447 -\item All semantic parallelism behavior is invoked by Slaves communicating
 128.448 -  with the Master.
 128.449 -\item A Slave communicates with the Master by using a VMS primitive,
 128.450 -  which suspends  the Slave.
 128.451 -\end{itemize}
 128.452 -
 128.453 -\paragraph{Where we define:}
 128.454 - Semantic Parallelism Behavior is the actions taken by a parallelism construct, which establishes an ordering among events in different Slave timelines.
 128.455 -
 128.456 -
 128.457 -\paragraph{Discussion:}  The key point is that
 128.458 -\emph{scheduling is separated from the application code}. This is enforced by the schedule being generated in a time-line hidden from the application. The rest of the requirements are consequences of that separation.
 128.459 -
 128.460 -The Master entity appears as a single entity, to the slaves. However it may
 128.461 -be implemented with multiple (hidden) timelines.  This is the approach taken in our initial implementation, which has several Master VPs hidden inside the VMS
 128.462 -implementation.
 128.463 -
 128.464 - 
 128.465 -
 128.466 -
 128.467 -%% AC. Calling memory a processing element only adds confusion.
 128.468 -% {\bf Definitions:\ }VMS is intended only for hardware systems that
 128.469 -% consist of processing elements connected by communication.  We define
 128.470 -% a memory-space to be a processing element, albeit without the ability
 128.471 -% to transform data.
 128.472 -
 128.473 -
 128.474 -\subsection{The Time-Related Specifications of VMS}
 128.475 -\label{secTime}
 128.476 -
 128.477 -To prepare for the time-related specifications, we give an advance peek of the following section, 3.3. There, Slave VPs are specified to have three scheduling states: Animated, Blocked, and Ready.  When a  parallelism construct starts execution, the Slave  transitions from Animated to Blocked. When it ends execution, the Slave transitions from Blocked to Ready.    VMS provides a way to control the order  of these state-transitions, which is equivalent to controlling the order of the parallelism-constructs.  Controlling the state transitions is how the ordering among constructs in different timelines  is established. 
 128.478 -   
 128.479 -With that background, here are time-related specifications for VMS: \begin{itemize}
 128.480 -\item VMS provides a Virtual timeline that globally orders changes of scheduling state  of Slave VPs.
 128.481 -\item Ordering is created among construct-invocations by controlling the order of Blocked to Ready transitions in the Virtual timeline.
 128.482 -\item 
 128.483 -Causally tied construct-invocations are  tied-together inside the Master. \item VMS enforces ordering of \textit{observations} of physical events  in Slave timelines to be consistent with the Virtual time ordering.
 128.484 -\item Virtual time defines only ordering, but not spans, nor widths.
 128.485 -\end{itemize}
 128.486 -
 128.487 -\paragraph{Discussion:} 
 128.488 -Most importantly here, Virtual time defines a global ordering among Slave state-transitions. To make this useful for parallelism,  VMS must be implemented so that observations of physical events, like reads and writes to shared memory, are consistent with that ordering. 
 128.489 -
 128.490 -The Virtual timeline plays the same role as the mechanism added to memory systems to support atomic instructions. All atomic instructions require hardware that establishes an ordering among the timelines of physical cores. That hardware sequentializes execution of atomic memory accesses to the same address. VMS virtualizes this mechanism.  It provides the same ordering function.
 128.491 -
 128.492 -An important point is that the Virtual timeline is generated inside the Master. When a Slave uses the VMS primitive to send a parallelism-construct request, it suspends.  However, that Slave doesn't actually transition state from Animated to Blocked until the Master \textit{acknowledges} the suspension.  It is the  acknowledgement that adds the Slave transition into the Virtual timeline.
 128.493 -
 128.494 -The essential value of VMS is using it to control the order of observing events. It has to be able to causally link the execution of a parallelism construct in one timeline to the execution of a construct in a different timeline. Establishing such a causal link is called \textit{tying together} two construct executions.
 128.495 - It is specific executions from different timelines that are causally linked with such a tie.
 128.496 -\paragraph*{The key VMS guarantee:}
 128.497 -
 128.498 -the order of observing physical events is consistent with the order of tied together parallelism constructs. 
 128.499 -
 128.500 -To explain this, take as given:  two Slaves both execute parallelism constructs, those are tied together by the Master, establishing a causal ordering from one to the other. So, one construct is the \textit{before}-construct, the other is the \textit{after}-construct. Now, the guarantee means that any events triggered before the before-construct, in its timeline,   are guaranteed to be detected in the other timeline as also preceding the after-construct.  In addition, events triggered after the after-construct are guaranteed not visible before the before-construct in its timeline. This two-part guarantee is the result of the above specifications of VMS's time-related behavior.
 128.501 -
 128.502 -
 128.503 -
 128.504 - 
 128.505 -\paragraph*{Definitions:}
 128.506 -
 128.507 -Some more definitions, to prepare for the next explanation. 1) An \textit{ordering-point} exists in a Slave VP's timeline as a zero-width event that can be tied to ordering points in other timelines. It is initiated by a Slave VP executing the suspend
 128.508 -primitive, and ended by the Master transitioning the Slave back to Animated. 2) A trace-segment is a portion of a Slave VP's stream of instructions bounded by ordering-points. 
 128.509 -
 128.510 -Hence, the timeline of a Slave is a sequence of trace-segments. Each
 128.511 -trace-segment is animated by a single physical processor, but not
 128.512 -necessarily the same  as animated the Slave's other trace segments.
 128.513 -
 128.514 -  
 128.515 -
 128.516 -
 128.517 -\begin{figure}[ht]
 128.518 - \includegraphics[width=3.5in]{../figures/Time_in_VMS_2.eps}
 128.519 - \caption
 128.520 - {Time Behaviors:  \ Shows Ordering Point 1.1 being tied to Ordering Point 2.1. As a result, VMS guarantees that events triggered in Trace Segment 1.1 are seen as having taken place in the past in Trace Segment 2.2.  Also shows that there is no common tied ordering point between segments 1.2 and 2.2, so VMS provides no guarantees about what order segment 2.2 sees events triggered in segment 1.2.
 128.521 -  }
 128.522 -\label{figTimeMapping}
 128.523 -\end{figure}
 128.524 -
 128.525 -\paragraph*{Relating time-lines to each other.}
 128.526 -
 128.527 -Figure \ref{figTimeMapping} shows two ordering points being tied together. A trace segment starts, at the same time an ordering-point ends, by its Slave transitioning to Animated.  Because the transition to Animated exists as a point in Virtual time, the start of a trace-segment has a well-defined position within Virtual time. Likewise, a trace-segment is ended by its Slave executing the suspend primitive of VMS.  Although this does not have a well-defined point in Virtual time, every execution of suspend is acknowledged by the Master, which transitions the Slave to Blocked.  That transition does have a well-defined position in Virtual time. Hence, the end of every trace-segment is associated with a well-defined position in Virtual time.
 128.528 -
 128.529 -As a result, trace segments can be ordered relative to each other, by checking their start and end points in Virtual time. If they have no overlap in virtual time then they have a total ordering. However, if any portion of them overlaps in Virtual time, then they are considered concurrent trace-segments, and their Slaves are considered to be executing in parallel between those points of Virtual time.  
 128.530 -
 128.531 -Note that this is conservative because it doesn't take into account the physical wait time between a Slave suspending and the Master acknowledging. The Slave may stop executing at a physical time-point that would map onto an earlier point in Virtual time. In some cases, ending the Slave's trace-segment at the earlier point would eliminate the overlap with a particular other trace-segment.  But VMS's set of specifications doesn't allow such mapping of suspend-execution onto Virtual time (for implementation-related reasons, which require downloading the code and gaining experience with it, to establish a common language, for an explanation to be understood).
 128.532 -
 128.533 -
 128.534 -
 128.535 -A  subtlety is that events triggered
 128.536 -before one tied ordering-point, {\em{might}} be visible in the other timeline before the other tied ordering-point.  In the figure, segment 2.1 might be able to see events from segment 1.1 if it looked.  The VMS guarantee doesn't cover overlapped trace-segments. Physical events triggered before are only guaranteed visible
 128.537 -{\em{after}} the tie point, and events after are only guaranteed
 128.538 -{\em{not}} visible {\em{before}} the tie point.
 128.539 -
 128.540 -We call this bounded non-determinism, because events within overlapped trace-segments have non-deterministic ordering, but the region of non-determinism can be bounded by tied ordering-points. This allows a program to specify non-determinism, but control the region of non-deterministic behavior.  For example, a reduction construct could be created that non-deterministically assigns portions of the reduction work to overlapped Slave segments. It would tie together ordering points from all the Slaves that mark the end of reduction.  Hence, the outcome is deterministic, but the path to get there is not.
 128.541 -
 128.542 -\paragraph*{Sequential algorithms for parallel constructs.}
 128.543 -The globally-consistent sequential order in Virtual time enables one
 128.544 -of VMS's main benefits: sequential algorithms for parallel constructs.
 128.545 -An implementation to
 128.546 -tie ordering points together equals an implementation of parallel constructs. A plugin has an ordering of state transitions available, and chooses from those. Sequential algorithms rely on an ordering existing, while concurrent algorithms must include operations that establish an ordering.  Plugins have Virtual time ordering available, so they can use sequential algorithms.  
 128.547 -\subsection{Specification of Scheduling State}
 128.548 -
 128.549 -Scheduling state is used in VMS to organize internal activity, for
 128.550 -enforcing the guarantees.
 128.551 -
 128.552 -\begin{itemize}
 128.553 -\item VPs have three scheduling states: {\em{Animated}},
 128.554 -  {\em{Blocked}}, {\em{Ready}}; see Figure~\ref{figStates}.
 128.555 -\item VPs in Animated are {\em{allowed}} to advance Program time with
 128.556 -  (core-local) physical time.
 128.557 -\item VPs in Blocked and Ready do not advance their Program time.
 128.558 -\item Animated has two physical states: {\em{Progressing}} and
 128.559 -  {\em{Stalled}}.
 128.560 -\item VPs in Progressing advance Program time with (core-local)
 128.561 -  physical time, those in Stalled do not (allowing non-semantic
 128.562 -  suspend for hardware interrupts).
 128.563 -\item Scheduling states are defined in Virtual time only.
 128.564 -\item Progressing and Stalled are defined in (core-local) physical
 128.565 -  time only; the distinction is invisible in Virtual time.
 128.566 -\end{itemize}
 128.567 -
 128.568 -\begin{figure}[h!tb]
 128.569 -\begin{minipage}{.55\textwidth}
 128.570 -  \includegraphics[width=\textwidth]{../figures/Scheduling_states_2.eps}
 128.571 -  \caption{Scheduling states of a slave VP in the VMS model. Animated, Blocked, and Ready are only defined in Virtual Time and only visible in the Master.  Progressing and Stalled are only visible in physical-processor local time, not visible in Virtual time.}
 128.572 -  \label{figStates}
 128.573 -\end{minipage}
 128.574 -\hfill
 128.575 -\begin{minipage}{.43\textwidth}
 128.576 -  \includegraphics[width=\textwidth]{../figures/VMS-core__plugins.eps}
 128.577 -  \caption
 128.578 - {
 128.579 -  The Master, split into a generic core and a language-specific plugin.
 128.580 -  The core encapsulates the hardware and remains the same across applications.
 128.581 -  The plugin implements the semantics of the parallelism-constructs.
 128.582 - }
 128.583 - \label{figMasterSplit}
 128.584 -\end{minipage}
 128.585 -\end{figure}
 128.586 -
 128.587 -
 128.588 -Some important points: (1) only VPs Animated can trigger physical
 128.589 -events that are seen in other program time-lines; (2) the distinction
 128.590 -between Blocked vs Stalled is that a Slave has to explicitly execute a
 128.591 -VMS primitive operation to enter Blocked. In contrast, Stalled happens
 128.592 -invisibly, with no effect on semantic behavior. It is due to hardware
 128.593 -events hidden inside VMS, such as interrupts.
 128.594 -
 128.595 -The Ready state is used to separate the parallelism-construct behavior
 128.596 -from the scheduling behavior. It acts as a ``staging area'' for
 128.597 -scheduling. VPs placed into this state are {\em{ready}} to be
 128.598 -animated, but the scheduler decides when and where.
 128.599 -
 128.600 -An interesting point is that in VMS, the causal tie between timelines is created by actions {\em{outside}}  program timelines. In contrast, memory-based lock algorithms place the concurrency-related behavior {\em{inside}} program
 128.601 -timelines.
 128.602 -
 128.603 -\paragraph*{Transition Between Slave Scheduling States.}
 128.604 -
 128.605 -\begin{itemize}
 128.606 -\item VPs transition states as shown in Figure \ref{figStates}.
 128.607 -\item Animated$\rightarrow$Blocked is requested by a Slave  executing suspend, but takes place in Virtual time at the point the Master acknowledges that request.
 128.608 -\item Blocked$\rightarrow$Ready is determined by the semantics
 128.609 -  implemented in the plugin.
 128.610 -\item Ready$\rightarrow$Animated is determined by the scheduler in the
 128.611 -  plugin.
 128.612 -\item Transitions in scheduling state have a globally consistent order
 128.613 -  in Virtual time.
 128.614 -\end{itemize}
 128.615 -
 128.616 -The parallelism primitives executed by a program do not directly control change
 128.617 -in scheduling states. Rather they communicate messages to the Master,
 128.618 -via a VMS supplied primitive. If it suspended when sending the request, then the act of the Master acknowledging the request places the Animated$\rightarrow$Blocked transition into Virtual time. Inside the Master, the plugin then processes the message. Based on contents, it performs changes in state from Blocked$\rightarrow$Ready,
 128.619 -creates new VPs, and dissipates existing VPs.  Most communication from
 128.620 -Slave to Master requires the Slave to suspend when it sends the
 128.621 -message. A few messages, like creating new Slave may be sent without
 128.622 -suspending.
 128.623 -
 128.624 -The suspend primitive decouples local physical time from Virtual time.
 128.625 -Execution causes immediate transition to Stalled in physical time,
 128.626 -later the Master performs Animated$\rightarrow$Blocked, fixing that
 128.627 -transition in Virtual time. The only relationship is causality. This
 128.628 -weak relation is what allows suspension-points to be serialized in
 128.629 -Virtual time, which in turn is what allows using sequential algorithms
 128.630 -to implement parallelism constructs.
 128.631 -
 128.632 -\subsection{Plugins}
 128.633 -
 128.634 -The Master entity has two parts, a generic core part and a plugin
 128.635 -(Figure \ref{figMasterSplit}).  The core part of the Master is
 128.636 -implemented as part of VMS itself. The plugin supplies two functions:
 128.637 -the communication-handler and the scheduler, both having a standard
 128.638 -prototype. The communication-handler implements the parallelism
 128.639 -constructs, while scheduler assigns VPs to cores.
 128.640 -
 128.641 -An \emph{instance} of a plugin is created as part of initializing an
 128.642 -application, and the instance holds the semantic and scheduling state
 128.643 -for that run of the application. This state, combined with the virtual
 128.644 -processor states of the slaves created during that application run,
 128.645 -represents progress of the work of the application.  For example,
 128.646 -multi-tasking is performed simply by the Master switching among
 128.647 -plugin instances when it has a resource to offer to a scheduler. The
 128.648 -parallelism-semantic state holds all information needed to resume
 128.649 -(hardware state, such as TLB and cache-tags is inside VMS).
 128.650 -
 128.651 -\section{Internal Workings of Our Implementation}
 128.652 -\label{secInternal}
 128.653 -
 128.654 -For our example implementation, we name the elements and describe their
 128.655 -logical function, then relate those to the abstract model. We then step
 128.656 -through the operation of the elements.
 128.657 -
 128.658 -\paragraph*{Elements and their logical function.}
 128.659 -
 128.660 -As illustrated in Figure~\ref{figInternals}, our VMS implementation is
 128.661 -organized around physical cores.  Each core has its own {\em{master
 128.662 -    virtual-processor}}, \texttt{masterVP}, and a {\em{physical-core
 128.663 -    controller}}, which communicate via a set of scheduling slots,
 128.664 -\texttt{schedSlot}. The Master in the abstract definition is
 128.665 -implemented by the multiple \texttt{masterVP}s plus a particular
 128.666 -plugin instance with its shared parallelism-semantic state (seen at
 128.667 -the top).
 128.668 -
 128.669 -On a given core, only one of: the core-controller, \texttt{masterVP},
 128.670 -or a slave VP, is animated at any point in local physical time. Each
 128.671 -\texttt{masterVP} animates the same function, called
 128.672 -\texttt{master\_loop}, and each slave VP animates a function from the
 128.673 -application, starting with the top-level function the slave is created
 128.674 -with, and following its call sequence. The core controller is
 128.675 -implemented here as a Linux pthread that runs the \texttt{core\_loop}
 128.676 -function.
 128.677 -
 128.678 -Switching between VPs is done by executing a VMS primitive that
 128.679 -suspends the VP. This switches the physical core over to the
 128.680 -controller, by jumping to the start of the \texttt{core\_loop}
 128.681 -function, which chooses the next VP and switches to that (switching is
 128.682 -detailed in Section \ref{secApp} Figure \ref{figAssembly}).
 128.683 -
 128.684 -\paragraph*{Relation to abstract model.}
 128.685 -
 128.686 -We chose to implement the Master entity of the model by a set of
 128.687 -\texttt{masterVP}s, plus plugin functions and shared
 128.688 -parallelism-semantic state. VMS consists of this implementation of the
 128.689 -Master, plus the core-controllers, plus the VMS primitive libraries,
 128.690 -for creating new VPs and dissipating existing VPs, suspending VPs, and
 128.691 -communicating from slave VP to Master. In Figure~\ref{figInternals},
 128.692 -everything in green is part of VMS, while the plugin is in red, and
 128.693 -application code appears as blue, inside the slave VP.
 128.694 -
 128.695 -Virtual time in the model is implemented via a combination of four
 128.696 -things: a \texttt{masterLock} (not shown) that guarantees non-overlap
 128.697 -of \texttt{masterVP} trace-segments; the \texttt{master\_loop} which
 128.698 -performs transition Animated$\rightarrow$Blocked; the
 128.699 -\texttt{comm\_handler\_fn} which performs Blocked$\rightarrow$Ready
 128.700 -and the \texttt{scheduler\_fn} which performs
 128.701 -Ready$\rightarrow$Animated. \ Each state transition is one step of
 128.702 -Virtual time; is guaranteed sequential by the non-overlap of
 128.703 -\texttt{masterVP} trace segments; and is global due to being in
 128.704 -parallelism-semantic state that is shared (top of
 128.705 -Figure~\ref{figInternals}).
 128.706 -
 128.707 -Transitions Progressing$\rightleftarrows$Stalled within the Animated
 128.708 -state are invisible to the parallelism semantics, the Master, and
 128.709 -Virtual time, and so have no effect on the elements seen.
 128.710 -
 128.711 -\begin{figure*}[h!tb]
 128.712 -  \centerline{\includegraphics[width=5in]{../figures/VMS-core__internal_workings.eps}}
 128.713 -  \caption
 128.714 -  { Internal elements of our example VMS implementation
 128.715 -  }
 128.716 -  \label{figInternals}
 128.717 -\end{figure*}
 128.718 -
 128.719 -\paragraph*{Steps of operation.}
 128.720 -
 128.721 -The steps of operation are numbered, in Figure \ref{figInternals}.
 128.722 -Taking them in order:
 128.723 -
 128.724 -\begin{enumerate}
 128.725 -\item \texttt{master\_loop} scans the scheduling slots to see which
 128.726 -  ones' slaves have suspended since the previous scan.
 128.727 -\item It hands these to the \texttt{comm\_handler\_fn} plugged in
 128.728 -(which equals transition Animated$\rightarrow$Blocked).
 128.729 -\item The VP has a request attached, and data in it causes the
 128.730 -  \texttt{comm\_handler\_fn} to manipulate data structures in the
 128.731 -  shared parallelism-semantic state.  These structures hold all the
 128.732 -  slaves in the blocked state (code-level detail and example will
 128.733 -  come in Figure~\ref{figReqHdlr}, Section~\ref{secApp}).
 128.734 -\item Some requests cause slaves to be moved to a \texttt{readyQ} on
 128.735 -  one of the cores (Blocked$\rightarrow$Ready). Which core's
 128.736 -  \texttt{readyQ} receives the slave is under plugin control,
 128.737 -  determined by a combination of request contents, semantic state and
 128.738 -  physical machine state.
 128.739 -\item During the scan, the \texttt{master\_loop} also looks for empty
 128.740 -  slots, and for each calls the \texttt{scheduler\_fn} plugged in. It
 128.741 -  chooses a slave from the \texttt{readyQ} on the core animating
 128.742 -  \texttt{master\_loop}.
 128.743 -\item The \texttt{master\_loop} then places the slave VP's pointer
 128.744 -  into the scheduling slot (Ready$\rightarrow$Animated), making it
 128.745 -  available to the \texttt{core\_loop}.
 128.746 -\item When done with the scan, \texttt{masterVP} suspends, switching
 128.747 -  animation back to the \texttt{core\_loop}.
 128.748 -\item \texttt{core\_loop} takes slave VPs out of the slots.
 128.749 -\item Then \texttt{core\_loop} switches animation to these slave VPs.
 128.750 -\item When a slave self-suspends, animation returns to the
 128.751 -  \texttt{core\_loop} (detail in code in Figure 9), which picks
 128.752 -  another.
 128.753 -\item Until all slots are empty and the \texttt{core\_loop} switches
 128.754 -  animation to the \texttt{masterVP}.
 128.755 -\end{enumerate}
 128.756 -
 128.757 -\paragraph*{Enabling sequential implementation of parallelism semantics.}
 128.758 -
 128.759 -All these steps happen on each core separately, but
 128.760 -%% AC. Cannot be both an essential property of VMS and "un this particular..."
 128.761 -% in this particular implementation
 128.762 -we use a central \texttt{masterLock} to ensure that
 128.763 -only one core's \texttt{masterVP} can be active at any time.  This
 128.764 -guarantees non-overlap of trace-segments from different
 128.765 -\texttt{masterVP}s, allowing the plugins to use sequential algorithms,
 128.766 -without a performance penalty, as verified in
 128.767 -Section~\ref{secResults}.
 128.768 -
 128.769 -Relating this to the abstract model: the parallelism-semantic behavior
 128.770 -of the Master is implemented by the communication handler, in the
 128.771 -plugin. It thus runs in the Master time referred to, in the model, in
 128.772 -Section \ref{secAbsModel}. Requests are sent to the Master by
 128.773 -self-suspension of the slaves, but sit idle until the other slaves in
 128.774 -the scheduling slots have also run. This is the passive behavior of
 128.775 -requests that was noted in Section~\ref{secAbsModel}, which allows the
 128.776 -\texttt{masterVP}s to remain suspended until needed.  This in turn
 128.777 -enables the \texttt{masterVP}s from different cores to be
 128.778 -non-overlapped. It is the non-overlap that enables the algorithms for
 128.779 -the parallelism semantics to be sequential.
 128.780 -
 128.781 -\section{Code Example}
 128.782 -\label{secApp}
 128.783 -
 128.784 -To relate the abstract model and the internal elements to application
 128.785 -code and parallelism-library code, we give code snippets that
 128.786 -illustrate key features.  We start with the application then work down
 128.787 -through the sequence of calls, to the plugin, using our SSR
 128.788 -{\cite{VMSHome}} parallelism-library as an example.
 128.789 -
 128.790 -In general, applications are either written in terms of a parallel
 128.791 -language that has its own syntax, or a base language with a
 128.792 -parallelism library, which is often called an {\em{embedded
 128.793 -    language}}.  Our demonstrators, VCilk {\cite{VMSHome}}, Vthread,
 128.794 -and SSR, are all parallelism libraries. A parallel language would
 128.795 -follow the standard practice of performing source-to-source transform,
 128.796 -from custom syntax into C plus parallelism-library calls.
 128.797 -
 128.798 -\paragraph*{SSR.}
 128.799 -
 128.800 -SSR stands for Synchronous Send-Receive, and details of its calls and
 128.801 -internal implementation will be given throughout this section. It has
 128.802 -two types of construct. The first, called {\em{from-to}} has two
 128.803 -calls: \texttt{SSR\_send\_from\_to} and
 128.804 -\texttt{SSR\_receive\_from\_to}, both of which specify the sending VP
 128.805 -as well as the receiving VP. \ The other, called {\em{of-type}} also
 128.806 -has two calls: \texttt{SSR\_\_send\_of\_type\_to} and
 128.807 -\texttt{SSR\_\_receive\_of\_type}, which allow a receiver to accept
 128.808 -from anonymous senders, but select according to type of message.
 128.809 -
 128.810 -% An example of a double column floating figure using two subfigures.
 128.811 -% (The subfig.sty package must be loaded for this to work.)
 128.812 -% The subfigure \label commands are set within each subfloat command, the
 128.813 -% \label for the overall figure must come after \caption.
 128.814 -% \hfil must be used as a separator to get equal spacing.
 128.815 -% The subfigure.sty package works much the same way, except \subfigure is
 128.816 -% used instead of \subfloat.
 128.817 -%
 128.818 -%\begin{figure*}[!t]
 128.819 -%\centerline{\subfloat[Case I]\includegraphics[width=2.5in]{subfigcase1}%
 128.820 -%\label{fig_first_case}}
 128.821 -%\hfil
 128.822 -%\subfloat[Case II]{\includegraphics[width=2.5in]{subfigcase2}%
 128.823 -%\label{fig_second_case}}}
 128.824 -%\caption{Simulation results}
 128.825 -%\label{fig_sim}
 128.826 -%\end{figure*}
 128.827 -%
 128.828 -% Note that often IEEE papers with subfigures do not employ subfigure
 128.829 -% captions (using the optional argument to \subfloat), but instead will
 128.830 -% reference/describe all of them (a), (b), etc., within the main caption.
 128.831 -
 128.832 -\paragraph*{Application view.}
 128.833 -
 128.834 -Figure~\ref{figAnimVP} shows snippets of application code, which use
 128.835 -the SSR parallelism library. The most important feature is that all
 128.836 -calls take a pointer to the VP that is animating the call. This is
 128.837 -seen at the top of the figure where slave VP creation takes a pointer
 128.838 -to the VP asking for creation. Below that is the standard prototype
 128.839 -for top level functions, showing that the function receives a pointer
 128.840 -to the VP it is the top level function for.
 128.841 -
 128.842 -The pointer is placed on the stack by VMS when it creates the VP, and
 128.843 -is the means by which the application comes into possession of the
 128.844 -pointer. This animating VP is passed to all library calls made from
 128.845 -there. For example, the bottom shows a pointer to the animating VP
 128.846 -placed in the position of sender in the \texttt{send} construct call.
 128.847 -Correspondingly, for the \texttt{receive} construct, the position of
 128.848 -receiving VP is filled by the VP animating the call.
 128.849 -
 128.850 -\begin{figure}[h!tb]
 128.851 -{\noindent
 128.852 -{\footnotesize
 128.853 -{\small Creating a new processor:}
 128.854 -\begin{verbatim}
 128.855 -newProcessor = SSR__create_procr( &top_VP_fn, paramsPtr, animatingVP );
 128.856 -\end{verbatim}
 128.857 -
 128.858 -{\small prototype for the top level function:}
 128.859 -\begin{verbatim}
 128.860 -top_VP_fn( void *parameterStrucPtr, VirtProcr *animatingVP );
 128.861 -\end{verbatim}
 128.862 -
 128.863 -{\small handing animating VP to parallelism constructs:}
 128.864 -\begin{verbatim}
 128.865 -SSR__send_from_to( messagePtr, animatingVP, receivingVP );
 128.866 -messagePtr = SSR__receive_from_to( sendingVP, animatingVP );
 128.867 -\end{verbatim}
 128.868 -}
 128.869 -}
 128.870 -\caption
 128.871 -{Application code snippets showing that all calls to the parallelism library
 128.872 -take the VP animating that call as a parameter.
 128.873 -}
 128.874 -\label{figAnimVP}
 128.875 -\end{figure}
 128.876 -
 128.877 -Relating these to the internal elements of our implementation, the
 128.878 -\texttt{animatingVP} suspends inside each of these calls, passing a
 128.879 -request (generated in the library) to one of the \texttt{masterVP}s.
 128.880 -The \texttt{masterVP} then calls the \texttt{comm-handler} plugin, and
 128.881 -so on, as described in Section \ref{secInternal}.
 128.882 -
 128.883 -For the \texttt{SSR\_\_create\_processor} call, the comm-handler in
 128.884 -turn calls a VMS primitive to perform the creation.  The primitive
 128.885 -places a pointer to the newly created VP onto its stack, so that when
 128.886 -\texttt{top\_VP\_fn} is later animated, it sees the VP-pointer as a
 128.887 -parameter passed to it. \ All application code is either such a
 128.888 -top-level function, or has one at the root of the call-stack.
 128.889 -
 128.890 -The send and receive calls both suspend their animating VP. When both
 128.891 -have been called, the communication handler pairs them up and resumes
 128.892 -both. This ties time-lines together, invoking the VMS guarantee. Both
 128.893 -application-functions know, because of the VMS guarantee
 128.894 -(Section~\ref{secAbsModel}), that writes to shared variables made
 128.895 -before the send call by the sender are visible to the receiver after
 128.896 -the receive call. This is the programmer's view of tying together the
 128.897 -local time-lines of two different VPs, as defined in
 128.898 -Section~\ref{secAbsModel}.
 128.899 -
 128.900 -\paragraph*{Concurrency-library view.}
 128.901 -
 128.902 -A parallelism library is a wrapper.  Each call, in general, only creates a request,
 128.903 -sends it, and returns, as seen below.  To send a request, it uses the
 128.904 -combined request-and-suspend VMS primitive that attaches the request
 128.905 -then suspends the VP.  The primitive requires the pointer to the VP,
 128.906 -to attach the request and to suspend it.
 128.907 -
 128.908 -In Figure~\ref{figImplLib}, notice that the request's data is on the
 128.909 -stack of the virtual processor that's animating the call, which is the
 128.910 -\texttt{receiveVP}.  The \texttt{VMS\_\_send\_sem\_request} suspends
 128.911 -this VP, which changes the physical core's stack pointer to a
 128.912 -different stack. So the request data is guaranteed to remain
 128.913 -undisturbed while the VP is suspended.
 128.914 -
 128.915 -Figure~\ref{figAssembly} shows the implementation of the VMS suspend
 128.916 -primitive. As seen in Figure \ref{figInternals}, suspending the
 128.917 -\texttt{receiveVP} involves switching to the \texttt{core\_loop}. In
 128.918 -our implementation, this is done by switching to the stack of the
 128.919 -pthread pinned to the physical core and then jumping to the
 128.920 -start-point of \texttt{core\_loop}.
 128.921 -
 128.922 -This code uses standard techniques commonly employed in co-routine
 128.923 -implementations. Tuning effort spent in \texttt{core\_loop} is
 128.924 -inherited by all applications.
 128.925 -
 128.926 -\begin{figure}[h!tb]
 128.927 -{\noindent
 128.928 -{\footnotesize
 128.929 -\begin{verbatim}
 128.930 -void * SSR__receive_from_to( VirtProcr *sendVP, VirtProcr *receiveVP )
 128.931 - { SSRSemReq  reqData;
 128.932 -   reqData.receiveVP = receiveVP;
 128.933 -   reqData.sendVP    = sendVP;
 128.934 -   reqData.reqType   = receive_from_to;
 128.935 -   VMS__send_sem_request( &reqData, receiveVP );
 128.936 -   return receiveVP->dataReturnedFromRequest;
 128.937 - }
 128.938 -\end{verbatim}
 128.939 -}
 128.940 -}
 128.941 -\caption{Implementation of SSR's receive\_from\_to library function.}
 128.942 -\label{figImplLib}
 128.943 -
 128.944 -{\noindent
 128.945 -{\footnotesize
 128.946 -\begin{verbatim}
 128.947 -VMS__suspend_procr( VirtProcr *animatingVP )
 128.948 - { animatingVP->resumeInstrAddr = &&ResumePt; //GCC takes addr of label
 128.949 -   animatingVP->schedSlotAssignedTo->isNewlySuspended = TRUE; //for master_loop to see
 128.950 -   <assembly code stores current physical core's stack reg into animatingVP struct>
 128.951 -   <assembly code loads stack reg with core_loop stackPtr, which was saved into animatingVP>
 128.952 -   <assembly code jmps to core_loop start instr addr, which was also saved into animatingVP>
 128.953 - ResumePt:
 128.954 -   return;
 128.955 - }
 128.956 -\end{verbatim}
 128.957 -}
 128.958 -}
 128.959 -  \caption
 128.960 -{Implementation of VMS suspend processor.
 128.961 -Re-animating the virtual processor reverses this sequence. \ It saves the
 128.962 -\texttt{core\_loop}'s resume instr-addr and stack ptr into the VP structure,
 128.963 -then loads the VP's stack ptr and jmps to its \texttt{resumeInstrAddr}.
 128.964 -}
 128.965 -\label{figAssembly}
 128.966 -
 128.967 -{\noindent
 128.968 -{\footnotesize
 128.969 -\begin{verbatim}
 128.970 -handle_receive_from_to( VirtProcr *requestingVP, SSRSemReq *reqData, SSRSemEnv *semEnv )
 128.971 - { commHashTbl = semEnv->communicatingVPHashTable;
 128.972 -   key[0] = reqData->receiveVP;   key[1] = reqData->sendVP; //send uses same key
 128.973 -   waitingReqData = lookup_and_remove( key, commHashTbl );  //get waiting request
 128.974 -   if( waitingReqData != NULL )
 128.975 -    { resume_virt_procr( waitingReqData->sendVP );
 128.976 -      resume_virt_procr( waitingReqData->receiveVP );
 128.977 -    }
 128.978 -   else
 128.979 -      insert( key, reqData, commHashTbl ); //receive is first to arrive, make it wait
 128.980 - }
 128.981 -\end{verbatim}
 128.982 -}
 128.983 -}
 128.984 -  \caption
 128.985 -{Pseudo-code of communication-handler for
 128.986 -\texttt{receive\_from\_to} request type. The \texttt{semEnv} is a pointer
 128.987 -to the shared parallel semantic state seen at the top of
 128.988 -Figure~\ref{figInternals}.
 128.989 -}
 128.990 -\label{figReqHdlr}
 128.991 -\end{figure}
 128.992 -
 128.993 -\paragraph*{Plugin view.}
 128.994 -
 128.995 -SSR's communication handler dispatches on the \texttt{reqType} field
 128.996 -of the request data, as set by the \texttt{SSR\_\_receive\_from\_to}
 128.997 -code. It calls the handler code in Figure \ref{figReqHdlr}. This
 128.998 -constructs a hash-key, by concatenating the from-VP's pointer with the
 128.999 -to-VP's pointer. Then it looks-up that key in the hash-table that SSR
128.1000 -uses to match sends with receives, which is in the shared semantic
128.1001 -state seen at the top of Figure \ref{figInternals} in
128.1002 -Section~\ref{secInternal}.
128.1003 -
128.1004 -The most important feature in Figure~\ref{figReqHdlr} is that both
128.1005 -send and receive will construct the same key, so will find the same
128.1006 -hash entry.  Whichever request is handled first in Virtual time will
128.1007 -see the hash entry empty, and save itself in that entry.  The second
128.1008 -to arrive sees the waiting request and then resumes both VPs, by
128.1009 -putting them into their \texttt{readyQ}s.
128.1010 -
128.1011 -Access to the shared hash table can be considered private, as in a
128.1012 -sequential algorithm.  This is because our VMS-core implementation
128.1013 -ensures that only one handler on one core is executing at a time.
128.1014 -
128.1015 -\section{Results}
128.1016 -\label{secResults}
128.1017 -
128.1018 -We implemented blocked dense matrix multiplication with right
128.1019 -sub-matrices copied to transposed form, and ran it on a 4-core
128.1020 -Core2Quad 2.4Ghz processor.
128.1021 -
128.1022 -\paragraph*{Implementation-time.}
128.1023 -
128.1024 -As shown in Table~\ref{tabPersonDaysLang}, time to implement the three
128.1025 -parallel libraries averages 2 days each. As an example of
128.1026 -productivity, adding nested transactions, parallel singleton, and
128.1027 -atomic function-execution to SSR required a single afternoon, totaling
128.1028 -less than 100 lines of C code.
128.1029 -
128.1030 -\paragraph*{Execution Performance.}
128.1031 -
128.1032 -Performance of VMS is seen in Table~\ref{tabOverheadCycles}. The code
128.1033 -is not optimized, but rather written to be easy to understand and
128.1034 -modify. The majority of the plugin time is lost to cache misses
128.1035 -because the shared parallelism-semantic state moves between cores on a
128.1036 -majority of accesses. Acquisition of the master lock is slow due to
128.1037 -the hardware implementing the CAS instruction.
128.1038 -
128.1039 -Existing techniques will likely improve performance, such as
128.1040 -localizing semantic data to cores, splitting malloc across the cores,
128.1041 -pre-allocating slabs that are recycled, and pre-fetching. However, in
128.1042 -many cases, several hundred nano-seconds per task is as optimal as the
128.1043 -applications can benefit from.
128.1044 -
128.1045 -\begin{table}[h!tb]
128.1046 -\begin{minipage}{.35\textwidth}
128.1047 -\begin{tabular}{|l|l|l|l|}
128.1048 -  \cline{2-4}
128.1049 -  \multicolumn{1}{l|}{} & SSR & Vthread & VCilk\\
128.1050 -  \cline{2-4}
128.1051 -  \noalign{\vskip2pt}
128.1052 -  \hline
128.1053 -  Design & 4 & 1 & 0.5\\
128.1054 -  Code & 2 & 0.5 & 0.5\\
128.1055 -  Test & 1 & 0.5 & 0.5\\
128.1056 -  L.O.C. & 470 & 290 & 310\\
128.1057 -  \hline
128.1058 -\end{tabular}
128.1059 -\caption
128.1060 -{Person-days to design, code, and
128.1061 -  test each parallelism library. L.O.C. is lines of (original) C code,
128.1062 -  excluding libraries and comments.
128.1063 -}
128.1064 -\label{tabPersonDaysLang}
128.1065 -\end{minipage}
128.1066 -\hspace{-.05\textwidth}
128.1067 -\begin{minipage}[t]{.7\textwidth}
128.1068 -\hfill
128.1069 -\begin{tabular}{|l|l|r|r|}
128.1070 -\cline{3-4}
128.1071 -\multicolumn{2}{l|}{} & comp only & comp + mem\\
128.1072 -\cline{3-4}
128.1073 -\noalign{\vskip2pt}
128.1074 -\hline
128.1075 -VMS Only & \texttt{master\_loop} &  91 &  110\\
128.1076 -& switch VPs  & 77 &  130\\
128.1077 -& (malloc) & 160 & 2300\\
128.1078 -& (create VP)  & 540 & 3800\\
128.1079 -\hline
128.1080 -Language: &  &  & \\
128.1081 -\quad SSR & plugin -- concur & 190 & 540\\
128.1082 -& plugin -- all & 530 & 2200\\
128.1083 -& lock &  &  250\\
128.1084 -\quad Vthread & plugin -- concur & 66 & 710\\
128.1085 -& plugin -- all & 180 & 1500\\
128.1086 -& lock &  &  250\\
128.1087 -\quad VCilk & plugin -- concur & 65 & 260\\
128.1088 -& plugin -- all & 330 & 1800\\
128.1089 -& lock &  &  250\\
128.1090 -\hline
128.1091 -\end{tabular}
128.1092 -\caption
128.1093 -{Cycles of overhead, per scheduled
128.1094 -    slave. ``comp only'' is perfect memory, ``comp + mem'' is actual cycles.
128.1095 -    ``Plugin-concur'' only concurrency requests, ``plugin-all'' includes
128.1096 -    create and malloc requests. Two significant digits due to variability.
128.1097 -}
128.1098 -\label{tabOverheadCycles}
128.1099 -\end{minipage}
128.1100 -
128.1101 -\vskip-1.5cm
128.1102 -\begin{tabular}{|l|lr|}
128.1103 -\hline
128.1104 -    Matrix size&Lang.&sec.\\
128.1105 -[2pt]\hline
128.1106 -    $81\times81$ & Cilk & 0.017\\
128.1107 -    & VCilk & 0.008\\
128.1108 -\hline
128.1109 -    $324\times324$ & Cilk & 0.13\\
128.1110 -    & VCilk & 0.13\\
128.1111 -\hline
128.1112 -    $648\times648$ & Cilk & 0.71\\
128.1113 -    & VCilk & 0.85\\
128.1114 -\hline
128.1115 -    $1296\times1296$ & Cilk & 4.8\\
128.1116 -    & VCilk & 6.2 \\
128.1117 -[2pt]\hline
128.1118 -\end{tabular}
128.1119 -\hfill
128.1120 -\begin{tabular}{|l|r|r|r|r|}
128.1121 -\multicolumn{5}{l}{}\\
128.1122 -\multicolumn{5}{l}{}\\
128.1123 -\multicolumn{5}{l}{}\\
128.1124 -\hline
128.1125 -    operation & \multicolumn{2}{c|}{Vthread} & pthread & ratio\\
128.1126 -    & comp only & total &  & \\
128.1127 -[2pt]\hline
128.1128 -    mutex\_lock & 85 & 1050 & 50,000 & 48:1\\
128.1129 -    mutex\_unlock & 85 & 610 & 45,000 & 74:1\\
128.1130 -    cond\_wait  & 85 & 850 & 60,000 & 71:1\\
128.1131 -    cond\_signal & 90 & 650 & 60,000 & 92:1\\
128.1132 -\hline
128.1133 -\end{tabular}
128.1134 -\caption
128.1135 -{On left, exe time in seconds for MM. To the right, overhead for
128.1136 -  pthread vs. Vthread. First column is cycles
128.1137 -  for perfect memory and second is total measured cycles. pthread cycles are
128.1138 -  deduced from round-trip experiments.
128.1139 -}
128.1140 -\label{tabHeadToHead}
128.1141 -\end{table}
128.1142 -
128.1143 -\paragraph*{Head to head.}
128.1144 -
128.1145 -We compare our implementation of the \texttt{spawn} and \texttt{sync}
128.1146 -constructs against Cilk 5.4, on the top in Table~\ref{tabHeadToHead},
128.1147 -which shows that the same application code has similar
128.1148 -performance. For large matrices, Cilk 5.4's better use of the memory
128.1149 -hierarchy (the workstealing algorithm) achieves 23\% better
128.1150 -performance. However, for small matrices, VCilk is better, with a
128.1151 -factor 2 lower overhead. Cilk 5.4 does not allow controlling the
128.1152 -number of spawn events it actually executes, and chooses to run
128.1153 -smaller matrices sequentially, limiting our comparison.
128.1154 -
128.1155 -When comparing to pthreads, our VMS based implementation has more than
128.1156 -an order of magnitude better overhead per invocation of mutex or
128.1157 -condition variable functionality, as seen on the bottom of Table
128.1158 -\ref{tabHeadToHead}.  Applications that inherently have short trace
128.1159 -segments will synchronize often and benefit the most from Vthread.
128.1160 -
128.1161 -\section{Conclusion}
128.1162 -\label{secConclusion}
128.1163 -
128.1164 -We have shown an alternative to the thread model that enables
128.1165 -easier-to-use parallelism constructs by splitting the scheduler open,
128.1166 -to accept new parallelism constructs in the form of plugins. This
128.1167 -gives the language control over assigning virtual processors to
128.1168 -physical cores, for performance, debugging, and flexibility
128.1169 -benefits. Parallelism constructs of programming languages can be
128.1170 -implemented using sequential algorithms, within a matter of days,
128.1171 -while maintaining low run-time overhead.
128.1172 -
128.1173 -\bibliography{../helpers/bib_for_papers}
128.1174 -
128.1175 -\end{document}
128.1176 - }
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 129.256 -\hyphenation{op-tical net-works semi-conduc-tor}
 129.257 -
 129.258 -
 129.259 -\begin{document}
 129.260 -
 129.261 -\bibliographystyle{plain}
 129.262 -%
 129.263 -
 129.264 -\title{Support for Creating High Performance Multi-Core Aware Runtimes}
 129.265 -
 129.266 -\author{Sean Halle\inst{1,2,3} \and Albert Cohen\inst{1}}
 129.267 -\institute{INRIA and \'Ecole Normale Sup\'erieure, France
 129.268 -  \and
 129.269 -  University of California at Santa Cruz, USA
 129.270 -  \and
 129.271 -  Technical University Berlin}
 129.272 -
 129.273 -\maketitle             
 129.274 -%
 129.275 -
 129.276 -\begin{abstract}
 129.277 -The current renaissance in multi-core programming techniques and tools is generating  new languages and concurrency constructs at a furious pace.  This supports the belief held by many that Domain Specific Languages will satisfy the productivity goal for parallel programming. However, each of the new approaches and every domain specific language requires a runtime.  Further, the runtime should be tuned to each flavor of multi-core hardware in order to get the lowest overhead. This represents  non-trivial amounts of work, especially given the complexity of runtime internals, which have tricky concurrency issues. 
 129.278 -
 129.279 -Regarding this, we present an improvement to the Virtualized Master-Slave abstraction, which has been demonstrated as one way to avoid such runtime implementation difficulties.  VMS is a Mutable Concurrency-Hardware Abstraction used to quickly and easily create high performance runtime systems. It captures the difficult concurrency issues inside a reusable  abstraction that exports a simple interface.  Runtimes are created on top of this interface using only sequential reasoning, which greatly speeds implementation. The interface also modularizes the runtime and hides details of underlying concurrency hardware.
 129.280 -
 129.281 -We improved the interface by making it multi-core aware, and show how much it can reduce overhead.   Across a collection of  platforms, runtimes that use our multi-core-aware interface have an average of X\% less overhead.  Specifically, we show the improvement from splitting malloc across cores, and demonstrate split constructs such as pthread-style mutexes and condition variables, which now have X cycles of overhead, compared to X cycles previously.   
 129.282 -\end{abstract}
 129.283 -
 129.284 -\section{Motivation}
 129.285 -
 129.286 -\paragraph*{A partial solution.}
 129.287 -
 129.288 -\paragraph*{Contribution.}
 129.289 -
 129.290 -We show in this paper the definition and implementation of such a
 129.291 -mutable hardware abstraction, albeit at user-level rather than in
 129.292 -the kernel.  The abstraction lets a language's runtime be implemented as
 129.293 -a mutation, which we call a plugin.  The plugin implements parallelism constructs and assignment of tasks to cores.
 129.294 -
 129.295 -We focus in this introductory paper on the definition of the
 129.296 -abstraction and its support for parallelism constructs, postponing
 129.297 -exploration of assignment of tasks onto cores and other performance
 129.298 -optimizations to following papers. This paper defines multiple time-lines in a program, and a virtual timeline that globally orders events among them. It demonstrates three sets of parallelism constructs: synchronous \texttt{send}-\texttt{receive}
 129.299 -mo\textbf{\(f\)a}tivated by process calculi; \texttt{spawn} and \texttt{sync} from
 129.300 -Cilk {\cite{Fri98,CILKHome}}; and \texttt{mutex} and \texttt{condition
 129.301 -  variable} from pthreads.  The assignment policy we implemented with
 129.302 -them is simply first-come first-served.
 129.303 -
 129.304 -We call the abstraction Virtualized Master-Slave, or VMS. It
 129.305 -exports facilities to create virtual processors and control how their timelines relate to each other, and relate to physical time. It also exports facilities to suspend a virtual processor and for an executable to interact with the plugin. The plugin embodies most of a language's runtime. A wrapper-library or keyword is what appears in application code, and is what triggers the runtime.
 129.306 -
 129.307 -\paragraph*{Organization of paper.}
 129.308 -
 129.309 -Section~\ref{secAbsModel} provide the original concepts and
 129.310 -definitions of VMS. Section~\ref{secInternal} focuses on the
 129.311 -implementation, describing the elements and how they interact, then
 129.312 -relating them back to the theoretical definition.
 129.313 -Section~\ref{secApp} takes the point of view of the application code,
 129.314 -studying the usage and implementation of parallel language constructs
 129.315 -as a VMS plugin. To wrap up, measurements of effectiveness appear in
 129.316 -Section~\ref{secResults} and conclusions in
 129.317 -Section~\ref{secConclusion}.
 129.318 -
 129.319 -\section{Background and Related Work}
 129.320 -
 129.321 -User-level thread packages and most parallel language runtimes have to
 129.322 -side-step OS threads, by pinning one to each core, which effectively
 129.323 -gives the user-level package control over the core. Our VMS
 129.324 -implementation also does this. We are not claiming in this paper to
 129.325 -have the OS level implementation of VMS that is possible -- but just
 129.326 -the user-space version.
 129.327 -
 129.328 -\paragraph*{Related work.}
 129.329 -
 129.330 -The most primitive methods for establishing ordering among cores or distributed processors are atomic instructions and clock-synchronization techniques \cite{Lamport78,Christian89}.
 129.331 -
 129.332 -Meanwhile, the most closely related work is Scheduler Activations
 129.333 -\cite{SchedActivations}, which also allows modifying concurrency
 129.334 -constructs and controlling assignment of virtual processors onto
 129.335 -cores. However it has no virtual time to guarantee globally consistent
 129.336 -sequentialization, and no interface for plugins.
 129.337 -
 129.338 -BOM \cite{BOMinManticore}, which is used in Manticore to express
 129.339 -scheduling policies and synchronization, also bears resemblances to
 129.340 -VMS, but at a higher level of abstraction. BOM is a functional
 129.341 -language, rather than a primitive abstraction meant to sit at the
 129.342 -hardware-software boundary as VMS is.
 129.343 -
 129.344 -Coroutines is a high-performance means of switching between
 129.345 -tasks. Coroutine scheduling and stack handling techniques were well
 129.346 -suited to the user-space implementation of VMS.
 129.347 -
 129.348 -Other related work either provides an abstraction of the thread model,
 129.349 -or is a full language with specific parallelism constructs. As a
 129.350 -protypic example of user-level threads, Cilk {\cite{Fri98,CILKHome}}
 129.351 -provides a simplified abstraction with an efficient scheduling and
 129.352 -load balancing algorithm, but limited to fork-join concurrency. OpenMP
 129.353 -{\cite{OpenMPHome}} is a typical example of a parallel extension of
 129.354 -sequential languages; it allows creating tasks and controlling their
 129.355 -execution order. We claim that both Cilk and OpenMP, as well as most
 129.356 -thread abstractions or parallel languages may be implemented via
 129.357 -plugins to VMS, with similar performance.
 129.358 -
 129.359 -VMS is unique in that it doesn't impose its own concurrency semantics as a programming model, but rather takes preferred ones as plugins. This
 129.360 -makes it only a \emph{support} mechanism to
 129.361 -implement language runtimes -- VMS is hidden from the application, underneath the language. Parallelism constructs may be implemented
 129.362 -as VMS plugins, easily, quickly, and with high performance as
 129.363 -indicated in Section~\ref{secResults}.
 129.364 -
 129.365 -This work presents a first incarnation  of VMS. We plan
 129.366 -to explore the embedding into VMS of a variety of parallel languages,
 129.367 -with a special interest for coordination languages
 129.368 -\cite{Gelernter85Linda,CnCInHotPar,CnCHome}. We will also explore
 129.369 -VMS's compatibility with different concurrent semantics
 129.370 -\cite{Kah74,hoare78,milner99,Hewitt10,Actors97}. One particularly
 129.371 -important application would be to use VMS to facilitate the design and
 129.372 -implementation of the emerging hybrid programming models, such as
 129.373 -MPI+OpenMP, or OpenMP+OpenCL \cite{Car10,OpenCLHome}.
 129.374 -
 129.375 -
 129.376 -\section{Abstract Definition of VMS}
 129.377 -\label{secAbsModel}
 129.378 -
 129.379 -We start with an intuitive overview, then precise the definitions and
 129.380 -properties in the following sub-sections.
 129.381 -
 129.382 -\paragraph*{Definitions:}
 129.383 -
 129.384 -1) We want to avoid the confusion associated with the various
 129.385 -interpretations for the terms ``thread'' and ``task'' so will use
 129.386 -the term \emph{Virtual Processor} (VP), which we define as state in
 129.387 -combination with the ability to animate code or an additional level of
 129.388 -virtual processors. The state consists of a program counter, a stack
 129.389 -with its contents, a pointer to top of stack, and a pointer to the
 129.390 -current stack frame. 2) A \emph{physical processor}   executes
 129.391 -a sequential stream of instructions.
 129.392 -3) A program-timeline is the sequence of instructions animated by a
 129.393 -Slave VP, which is in turn animated by a physical processor.
 129.394 -
 129.395 -
 129.396 -\paragraph*{Intuitive Overview.}
 129.397 -
 129.398 -VMS can be understood via an analogy with atomic instructions, such as Compare and Swap (CAS). These are used to establish an ordering among the timelines of cores. They consist of two parts: 1) the semantics of what is done to the memory location, 2) a mechanism that establishes an ordering among the cores.  For CAS, the semantics are: ``compare value in this register to value at the address, and if same, then put value in second register into the address.''  Multiple kinds of atomic instructions share the same order-establishing mechanism, they simply provide different semantics as a front-end.
 129.399 -
 129.400 - VMS can be viewed as virtualizing the order-establishing mechanism. It allows the semantics to be plugged-in to it. This breaks concurrency constructs into two parts: the VMS mechanism, which establishes an ordering between events in different timelines; and the plugin, which supplies  the semantics.
 129.401 -
 129.402 - Below the interface, hardware mechanisms are employed to order specific points in one physical processor's timeline relative to specific points in another's timeline.    Above the interface, a plugin  provides the semantics that an application uses to invoke creation of the ordering. 
 129.403 -
 129.404 -Together,  VMS plus the plugin form a parallelism construct, by which an application controls how the time-lines of its virtual processors relate. Such constructs also guarantee relations of VP time-lines to hardware events.
 129.405 -
 129.406 -As an example, consider a program where one VP writes into a data structure then calls a \texttt{send} construct. Meanwhile, a
 129.407 -different VP calls the \texttt{receive} construct then reads
 129.408 -the data structure. The semantics of the \texttt{send} and \texttt{receive} constructs are that all data
 129.409 -written before the \texttt{send} is readable in the other time-line
 129.410 -after the \texttt{receive}.
 129.411 - To implement these constructs, VMS provides the mechanism to enforce the ordering, and to include the writes and reads in that ordering.  The plugin directs that mechanism to order the \texttt{send} event before the \texttt{receive} event.
 129.412 -%% AC. Too early.
 129.413 -% VMS provides a primitive guarantee that
 129.414 -% plugin code builds upon to provide such higher-level guarantees. The
 129.415 -% primitive guarantee is defined in Section~\ref{scTime}, after the
 129.416 -% necessary vocabulary is established.
 129.417 -
 129.418 -\paragraph{What the VMS interface provides:} The interface provides primitive operations
 129.419 -to create and suspend VPs; a way for plugins to control when and where
 129.420 -each VP is (re)started; a way for application code to send requests to the plugin; and a way to order a specific point in one VP time-line relative to a specific point in another VP time-line. All implementations of the VMS interface provide these, whether  it is on shared memory or distributed, with
 129.421 -strong memory consistency or weak.
 129.422 -
 129.423 -\paragraph*{Specification in three parts.}
 129.424 -
 129.425 -We specify the observable behavior of a VMS system \emph{with plugins present}.  Hence,
 129.426 -the specified behaviors remain valid with any parallelism construct
 129.427 -implementable with VMS.  First we give the specification of a computation system that VMS is compatible with; then specify a notion of time and the key VMS guarantee; and lastly specify
 129.428 -virtual processor scheduling states and transitions between them.
 129.429 -
 129.430 -%% AC. Too early, Master has not been defined. I renamed VMS-core into
 129.431 -%% VMS afterwards, finding no ambiguity.
 129.432 -% The Master mentioned in the definition is an abstract entity, with a
 129.433 -% plugin present. In practice, this Master entity is implemented as part
 129.434 -% of a core VMS, and plugins later added. This VMS-core is the hardware
 129.435 -% abstraction. It hides the physical hardware behind an interface that
 129.436 -% creates virtual processors and enforces well-defined time-behavior.
 129.437 -
 129.438 -\subsection{The Specifications for a VMS-compatible Computation System}
 129.439 -
 129.440 -\begin{itemize}
 129.441 -\item An application creates multiple VPs, which are Slaves, each with an
 129.442 -  independent time-line.
 129.443 -\item A schedule of Slaves is generated by a Master entity, from
 129.444 -  within a hidden time-line(s).
 129.445 -\item A schedule is the  set of physical locations and time-points at which Slaves are
 129.446 -  (re)animated.
 129.447 -\item All semantic parallelism behavior is invoked by Slaves communicating
 129.448 -  with the Master.
 129.449 -\item A Slave communicates with the Master by using a VMS primitive,
 129.450 -  which suspends  the Slave.
 129.451 -\end{itemize}
 129.452 -
 129.453 -\paragraph{Where we define:}
 129.454 - Semantic Parallelism Behavior is the actions taken by a parallelism construct, which establishes an ordering among events in different Slave timelines.
 129.455 -
 129.456 -
 129.457 -\paragraph{Discussion:}  The key point is that
 129.458 -\emph{scheduling is separated from the application code}. This is enforced by the schedule being generated in a time-line hidden from the application. The rest of the requirements are consequences of that separation.
 129.459 -
 129.460 -The Master entity appears as a single entity, to the slaves. However it may
 129.461 -be implemented with multiple (hidden) timelines.  This is the approach taken in our initial implementation, which has several Master VPs hidden inside the VMS
 129.462 -implementation.
 129.463 -
 129.464 - 
 129.465 -
 129.466 -
 129.467 -%% AC. Calling memory a processing element only adds confusion.
 129.468 -% {\bf Definitions:\ }VMS is intended only for hardware systems that
 129.469 -% consist of processing elements connected by communication.  We define
 129.470 -% a memory-space to be a processing element, albeit without the ability
 129.471 -% to transform data.
 129.472 -
 129.473 -
 129.474 -\subsection{The Time-Related Specifications of VMS}
 129.475 -\label{secTime}
 129.476 -
 129.477 -To prepare for the time-related specifications, we give an advance peek of the following section, 3.3. There, Slave VPs are specified to have three scheduling states: Animated, Blocked, and Ready.  When a  parallelism construct starts execution, the Slave  transitions from Animated to Blocked. When it ends execution, the Slave transitions from Blocked to Ready.    VMS provides a way to control the order  of these state-transitions, which is equivalent to controlling the order of the parallelism-constructs.  Controlling the state transitions is how the ordering among constructs in different timelines  is established. 
 129.478 -   
 129.479 -With that background, here are time-related specifications for VMS: \begin{itemize}
 129.480 -\item VMS provides a Virtual timeline that globally orders changes of scheduling state  of Slave VPs.
 129.481 -\item Ordering is created among construct-invocations by controlling the order of Blocked to Ready transitions in the Virtual timeline.
 129.482 -\item 
 129.483 -Causally tied construct-invocations are  tied-together inside the Master. \item VMS enforces ordering of \textit{observations} of physical events  in Slave timelines to be consistent with the Virtual time ordering.
 129.484 -\item Virtual time defines only ordering, but not spans, nor widths.
 129.485 -\end{itemize}
 129.486 -
 129.487 -\paragraph{Discussion:} 
 129.488 -Most importantly here, Virtual time defines a global ordering among Slave state-transitions. To make this useful for parallelism,  VMS must be implemented so that observations of physical events, like reads and writes to shared memory, are consistent with that ordering. 
 129.489 -
 129.490 -The Virtual timeline plays the same role as the mechanism added to memory systems to support atomic instructions. All atomic instructions require hardware that establishes an ordering among the timelines of physical cores. That hardware sequentializes execution of atomic memory accesses to the same address. VMS virtualizes this mechanism.  It provides the same ordering function.
 129.491 -
 129.492 -An important point is that the Virtual timeline is generated inside the Master. When a Slave uses the VMS primitive to send a parallelism-construct request, it suspends.  However, that Slave doesn't actually transition state from Animated to Blocked until the Master \textit{acknowledges} the suspension.  It is the  acknowledgement that adds the Slave transition into the Virtual timeline.
 129.493 -
 129.494 -The essential value of VMS is using it to control the order of observing events. It has to be able to causally link the execution of a parallelism construct in one timeline to the execution of a construct in a different timeline. Establishing such a causal link is called \textit{tying together} two construct executions.
 129.495 - It is specific executions from different timelines that are causally linked with such a tie.
 129.496 -\paragraph*{The key VMS guarantee:}
 129.497 -
 129.498 -the order of observing physical events is consistent with the order of tied together parallelism constructs. 
 129.499 -
 129.500 -To explain this, take as given:  two Slaves both execute parallelism constructs, those are tied together by the Master, establishing a causal ordering from one to the other. So, one construct is the \textit{before}-construct, the other is the \textit{after}-construct. Now, the guarantee means that any events triggered before the before-construct, in its timeline,   are guaranteed to be detected in the other timeline as also preceding the after-construct.  In addition, events triggered after the after-construct are guaranteed not visible before the before-construct in its timeline. This two-part guarantee is the result of the above specifications of VMS's time-related behavior.
 129.501 -
 129.502 -
 129.503 -
 129.504 - 
 129.505 -\paragraph*{Definitions:}
 129.506 -
 129.507 -Some more definitions, to prepare for the next explanation. 1) An \textit{ordering-point} exists in a Slave VP's timeline as a zero-width event that can be tied to ordering points in other timelines. It is initiated by a Slave VP executing the suspend
 129.508 -primitive, and ended by the Master transitioning the Slave back to Animated. 2) A trace-segment is a portion of a Slave VP's stream of instructions bounded by ordering-points. 
 129.509 -
 129.510 -Hence, the timeline of a Slave is a sequence of trace-segments. Each
 129.511 -trace-segment is animated by a single physical processor, but not
 129.512 -necessarily the same  as animated the Slave's other trace segments.
 129.513 -
 129.514 -  
 129.515 -
 129.516 -
 129.517 -\begin{figure}[ht]
 129.518 - \includegraphics[width=3.5in]{../figures/Time_in_VMS_2.eps}
 129.519 - \caption
 129.520 - {Time Behaviors:  \ Shows Ordering Point 1.1 being tied to Ordering Point 2.1. As a result, VMS guarantees that events triggered in Trace Segment 1.1 are seen as having taken place in the past in Trace Segment 2.2.  Also shows that there is no common tied ordering point between segments 1.2 and 2.2, so VMS provides no guarantees about what order segment 2.2 sees events triggered in segment 1.2.
 129.521 -  }
 129.522 -\label{figTimeMapping}
 129.523 -\end{figure}
 129.524 -
 129.525 -\paragraph*{Relating time-lines to each other.}
 129.526 -
 129.527 -Figure \ref{figTimeMapping} shows two ordering points being tied together. A trace segment starts, at the same time an ordering-point ends, by its Slave transitioning to Animated.  Because the transition to Animated exists as a point in Virtual time, the start of a trace-segment has a well-defined position within Virtual time. Likewise, a trace-segment is ended by its Slave executing the suspend primitive of VMS.  Although this does not have a well-defined point in Virtual time, every execution of suspend is acknowledged by the Master, which transitions the Slave to Blocked.  That transition does have a well-defined position in Virtual time. Hence, the end of every trace-segment is associated with a well-defined position in Virtual time.
 129.528 -
 129.529 -As a result, trace segments can be ordered relative to each other, by checking their start and end points in Virtual time. If they have no overlap in virtual time then they have a total ordering. However, if any portion of them overlaps in Virtual time, then they are considered concurrent trace-segments, and their Slaves are considered to be executing in parallel between those points of Virtual time.  
 129.530 -
 129.531 -Note that this is conservative because it doesn't take into account the physical wait time between a Slave suspending and the Master acknowledging. The Slave may stop executing at a physical time-point that would map onto an earlier point in Virtual time. In some cases, ending the Slave's trace-segment at the earlier point would eliminate the overlap with a particular other trace-segment.  But VMS's set of specifications doesn't allow such mapping of suspend-execution onto Virtual time (for implementation-related reasons, which require downloading the code and gaining experience with it, to establish a common language, for an explanation to be understood).
 129.532 -
 129.533 -
 129.534 -
 129.535 -A  subtlety is that events triggered
 129.536 -before one tied ordering-point, {\em{might}} be visible in the other timeline before the other tied ordering-point.  In the figure, segment 2.1 might be able to see events from segment 1.1 if it looked.  The VMS guarantee doesn't cover overlapped trace-segments. Physical events triggered before are only guaranteed visible
 129.537 -{\em{after}} the tie point, and events after are only guaranteed
 129.538 -{\em{not}} visible {\em{before}} the tie point.
 129.539 -
 129.540 -We call this bounded non-determinism, because events within overlapped trace-segments have non-deterministic ordering, but the region of non-determinism can be bounded by tied ordering-points. This allows a program to specify non-determinism, but control the region of non-deterministic behavior.  For example, a reduction construct could be created that non-deterministically assigns portions of the reduction work to overlapped Slave segments. It would tie together ordering points from all the Slaves that mark the end of reduction.  Hence, the outcome is deterministic, but the path to get there is not.
 129.541 -
 129.542 -\paragraph*{Sequential algorithms for parallel constructs.}
 129.543 -The globally-consistent sequential order in Virtual time enables one
 129.544 -of VMS's main benefits: sequential algorithms for parallel constructs.
 129.545 -An implementation to
 129.546 -tie ordering points together equals an implementation of parallel constructs. A plugin has an ordering of state transitions available, and chooses from those. Sequential algorithms rely on an ordering existing, while concurrent algorithms must include operations that establish an ordering.  Plugins have Virtual time ordering available, so they can use sequential algorithms.  
 129.547 -\subsection{Specification of Scheduling State}
 129.548 -
 129.549 -Scheduling state is used in VMS to organize internal activity, for
 129.550 -enforcing the guarantees.
 129.551 -
 129.552 -\begin{itemize}
 129.553 -\item VPs have three scheduling states: {\em{Animated}},
 129.554 -  {\em{Blocked}}, {\em{Ready}}; see Figure~\ref{figStates}.
 129.555 -\item VPs in Animated are {\em{allowed}} to advance Program time with
 129.556 -  (core-local) physical time.
 129.557 -\item VPs in Blocked and Ready do not advance their Program time.
 129.558 -\item Animated has two physical states: {\em{Progressing}} and
 129.559 -  {\em{Stalled}}.
 129.560 -\item VPs in Progressing advance Program time with (core-local)
 129.561 -  physical time, those in Stalled do not (allowing non-semantic
 129.562 -  suspend for hardware interrupts).
 129.563 -\item Scheduling states are defined in Virtual time only.
 129.564 -\item Progressing and Stalled are defined in (core-local) physical
 129.565 -  time only; the distinction is invisible in Virtual time.
 129.566 -\end{itemize}
 129.567 -
 129.568 -\begin{figure}[h!tb]
 129.569 -\begin{minipage}{.55\textwidth}
 129.570 -  \includegraphics[width=\textwidth]{../figures/Scheduling_states_2.eps}
 129.571 -  \caption{Scheduling states of a slave VP in the VMS model. Animated, Blocked, and Ready are only defined in Virtual Time and only visible in the Master.  Progressing and Stalled are only visible in physical-processor local time, not visible in Virtual time.}
 129.572 -  \label{figStates}
 129.573 -\end{minipage}
 129.574 -\hfill
 129.575 -\begin{minipage}{.43\textwidth}
 129.576 -  \includegraphics[width=\textwidth]{../figures/VMS-core__plugins.eps}
 129.577 -  \caption
 129.578 - {
 129.579 -  The Master, split into a generic core and a language-specific plugin.
 129.580 -  The core encapsulates the hardware and remains the same across applications.
 129.581 -  The plugin implements the semantics of the parallelism-constructs.
 129.582 - }
 129.583 - \label{figMasterSplit}
 129.584 -\end{minipage}
 129.585 -\end{figure}
 129.586 -
 129.587 -
 129.588 -Some important points: (1) only VPs Animated can trigger physical
 129.589 -events that are seen in other program time-lines; (2) the distinction
 129.590 -between Blocked vs Stalled is that a Slave has to explicitly execute a
 129.591 -VMS primitive operation to enter Blocked. In contrast, Stalled happens
 129.592 -invisibly, with no effect on semantic behavior. It is due to hardware
 129.593 -events hidden inside VMS, such as interrupts.
 129.594 -
 129.595 -The Ready state is used to separate the parallelism-construct behavior
 129.596 -from the scheduling behavior. It acts as a ``staging area'' for
 129.597 -scheduling. VPs placed into this state are {\em{ready}} to be
 129.598 -animated, but the scheduler decides when and where.
 129.599 -
 129.600 -An interesting point is that in VMS, the causal tie between timelines is created by actions {\em{outside}}  program timelines. In contrast, memory-based lock algorithms place the concurrency-related behavior {\em{inside}} program
 129.601 -timelines.
 129.602 -
 129.603 -\paragraph*{Transition Between Slave Scheduling States.}
 129.604 -
 129.605 -\begin{itemize}
 129.606 -\item VPs transition states as shown in Figure \ref{figStates}.
 129.607 -\item Animated$\rightarrow$Blocked is requested by a Slave  executing suspend, but takes place in Virtual time at the point the Master acknowledges that request.
 129.608 -\item Blocked$\rightarrow$Ready is determined by the semantics
 129.609 -  implemented in the plugin.
 129.610 -\item Ready$\rightarrow$Animated is determined by the scheduler in the
 129.611 -  plugin.
 129.612 -\item Transitions in scheduling state have a globally consistent order
 129.613 -  in Virtual time.
 129.614 -\end{itemize}
 129.615 -
 129.616 -The parallelism primitives executed by a program do not directly control change
 129.617 -in scheduling states. Rather they communicate messages to the Master,
 129.618 -via a VMS supplied primitive. If it suspended when sending the request, then the act of the Master acknowledging the request places the Animated$\rightarrow$Blocked transition into Virtual time. Inside the Master, the plugin then processes the message. Based on contents, it performs changes in state from Blocked$\rightarrow$Ready,
 129.619 -creates new VPs, and dissipates existing VPs.  Most communication from
 129.620 -Slave to Master requires the Slave to suspend when it sends the
 129.621 -message. A few messages, like creating new Slave may be sent without
 129.622 -suspending.
 129.623 -
 129.624 -The suspend primitive decouples local physical time from Virtual time.
 129.625 -Execution causes immediate transition to Stalled in physical time,
 129.626 -later the Master performs Animated$\rightarrow$Blocked, fixing that
 129.627 -transition in Virtual time. The only relationship is causality. This
 129.628 -weak relation is what allows suspension-points to be serialized in
 129.629 -Virtual time, which in turn is what allows using sequential algorithms
 129.630 -to implement parallelism constructs.
 129.631 -
 129.632 -\subsection{Plugins}
 129.633 -
 129.634 -The Master entity has two parts, a generic core part and a plugin
 129.635 -(Figure \ref{figMasterSplit}).  The core part of the Master is
 129.636 -implemented as part of VMS itself. The plugin supplies two functions:
 129.637 -the communication-handler and the scheduler, both having a standard
 129.638 -prototype. The communication-handler implements the parallelism
 129.639 -constructs, while scheduler assigns VPs to cores.
 129.640 -
 129.641 -An \emph{instance} of a plugin is created as part of initializing an
 129.642 -application, and the instance holds the semantic and scheduling state
 129.643 -for that run of the application. This state, combined with the virtual
 129.644 -processor states of the slaves created during that application run,
 129.645 -represents progress of the work of the application.  For example,
 129.646 -multi-tasking is performed simply by the Master switching among
 129.647 -plugin instances when it has a resource to offer to a scheduler. The
 129.648 -parallelism-semantic state holds all information needed to resume
 129.649 -(hardware state, such as TLB and cache-tags is inside VMS).
 129.650 -
 129.651 -\section{Internal Workings of Our Implementation}
 129.652 -\label{secInternal}
 129.653 -
 129.654 -For our example implementation, we name the elements and describe their
 129.655 -logical function, then relate those to the abstract model. We then step
 129.656 -through the operation of the elements.
 129.657 -
 129.658 -\paragraph*{Elements and their logical function.}
 129.659 -
 129.660 -As illustrated in Figure~\ref{figInternals}, our VMS implementation is
 129.661 -organized around physical cores.  Each core has its own {\em{master
 129.662 -    virtual-processor}}, \texttt{masterVP}, and a {\em{physical-core
 129.663 -    controller}}, which communicate via a set of scheduling slots,
 129.664 -\texttt{schedSlot}. The Master in the abstract definition is
 129.665 -implemented by the multiple \texttt{masterVP}s plus a particular
 129.666 -plugin instance with its shared parallelism-semantic state (seen at
 129.667 -the top).
 129.668 -
 129.669 -On a given core, only one of: the core-controller, \texttt{masterVP},
 129.670 -or a slave VP, is animated at any point in local physical time. Each
 129.671 -\texttt{masterVP} animates the same function, called
 129.672 -\texttt{master\_loop}, and each slave VP animates a function from the
 129.673 -application, starting with the top-level function the slave is created
 129.674 -with, and following its call sequence. The core controller is
 129.675 -implemented here as a Linux pthread that runs the \texttt{core\_loop}
 129.676 -function.
 129.677 -
 129.678 -Switching between VPs is done by executing a VMS primitive that
 129.679 -suspends the VP. This switches the physical core over to the
 129.680 -controller, by jumping to the start of the \texttt{core\_loop}
 129.681 -function, which chooses the next VP and switches to that (switching is
 129.682 -detailed in Section \ref{secApp} Figure \ref{figAssembly}).
 129.683 -
 129.684 -\paragraph*{Relation to abstract model.}
 129.685 -
 129.686 -We chose to implement the Master entity of the model by a set of
 129.687 -\texttt{masterVP}s, plus plugin functions and shared
 129.688 -parallelism-semantic state. VMS consists of this implementation of the
 129.689 -Master, plus the core-controllers, plus the VMS primitive libraries,
 129.690 -for creating new VPs and dissipating existing VPs, suspending VPs, and
 129.691 -communicating from slave VP to Master. In Figure~\ref{figInternals},
 129.692 -everything in green is part of VMS, while the plugin is in red, and
 129.693 -application code appears as blue, inside the slave VP.
 129.694 -
 129.695 -Virtual time in the model is implemented via a combination of four
 129.696 -things: a \texttt{masterLock} (not shown) that guarantees non-overlap
 129.697 -of \texttt{masterVP} trace-segments; the \texttt{master\_loop} which
 129.698 -performs transition Animated$\rightarrow$Blocked; the
 129.699 -\texttt{comm\_handler\_fn} which performs Blocked$\rightarrow$Ready
 129.700 -and the \texttt{scheduler\_fn} which performs
 129.701 -Ready$\rightarrow$Animated. \ Each state transition is one step of
 129.702 -Virtual time; is guaranteed sequential by the non-overlap of
 129.703 -\texttt{masterVP} trace segments; and is global due to being in
 129.704 -parallelism-semantic state that is shared (top of
 129.705 -Figure~\ref{figInternals}).
 129.706 -
 129.707 -Transitions Progressing$\rightleftarrows$Stalled within the Animated
 129.708 -state are invisible to the parallelism semantics, the Master, and
 129.709 -Virtual time, and so have no effect on the elements seen.
 129.710 -
 129.711 -\begin{figure*}[h!tb]
 129.712 -  \centerline{\includegraphics[width=5in]{../figures/VMS-core__internal_workings.eps}}
 129.713 -  \caption
 129.714 -  { Internal elements of our example VMS implementation
 129.715 -  }
 129.716 -  \label{figInternals}
 129.717 -\end{figure*}
 129.718 -
 129.719 -\paragraph*{Steps of operation.}
 129.720 -
 129.721 -The steps of operation are numbered, in Figure \ref{figInternals}.
 129.722 -Taking them in order:
 129.723 -
 129.724 -\begin{enumerate}
 129.725 -\item \texttt{master\_loop} scans the scheduling slots to see which
 129.726 -  ones' slaves have suspended since the previous scan.
 129.727 -\item It hands these to the \texttt{comm\_handler\_fn} plugged in
 129.728 -(which equals transition Animated$\rightarrow$Blocked).
 129.729 -\item The VP has a request attached, and data in it causes the
 129.730 -  \texttt{comm\_handler\_fn} to manipulate data structures in the
 129.731 -  shared parallelism-semantic state.  These structures hold all the
 129.732 -  slaves in the blocked state (code-level detail and example will
 129.733 -  come in Figure~\ref{figReqHdlr}, Section~\ref{secApp}).
 129.734 -\item Some requests cause slaves to be moved to a \texttt{readyQ} on
 129.735 -  one of the cores (Blocked$\rightarrow$Ready). Which core's
 129.736 -  \texttt{readyQ} receives the slave is under plugin control,
 129.737 -  determined by a combination of request contents, semantic state and
 129.738 -  physical machine state.
 129.739 -\item During the scan, the \texttt{master\_loop} also looks for empty
 129.740 -  slots, and for each calls the \texttt{scheduler\_fn} plugged in. It
 129.741 -  chooses a slave from the \texttt{readyQ} on the core animating
 129.742 -  \texttt{master\_loop}.
 129.743 -\item The \texttt{master\_loop} then places the slave VP's pointer
 129.744 -  into the scheduling slot (Ready$\rightarrow$Animated), making it
 129.745 -  available to the \texttt{core\_loop}.
 129.746 -\item When done with the scan, \texttt{masterVP} suspends, switching
 129.747 -  animation back to the \texttt{core\_loop}.
 129.748 -\item \texttt{core\_loop} takes slave VPs out of the slots.
 129.749 -\item Then \texttt{core\_loop} switches animation to these slave VPs.
 129.750 -\item When a slave self-suspends, animation returns to the
 129.751 -  \texttt{core\_loop} (detail in code in Figure 9), which picks
 129.752 -  another.
 129.753 -\item Until all slots are empty and the \texttt{core\_loop} switches
 129.754 -  animation to the \texttt{masterVP}.
 129.755 -\end{enumerate}
 129.756 -
 129.757 -\paragraph*{Enabling sequential implementation of parallelism semantics.}
 129.758 -
 129.759 -All these steps happen on each core separately, but
 129.760 -%% AC. Cannot be both an essential property of VMS and "un this particular..."
 129.761 -% in this particular implementation
 129.762 -we use a central \texttt{masterLock} to ensure that
 129.763 -only one core's \texttt{masterVP} can be active at any time.  This
 129.764 -guarantees non-overlap of trace-segments from different
 129.765 -\texttt{masterVP}s, allowing the plugins to use sequential algorithms,
 129.766 -without a performance penalty, as verified in
 129.767 -Section~\ref{secResults}.
 129.768 -
 129.769 -Relating this to the abstract model: the parallelism-semantic behavior
 129.770 -of the Master is implemented by the communication handler, in the
 129.771 -plugin. It thus runs in the Master time referred to, in the model, in
 129.772 -Section \ref{secAbsModel}. Requests are sent to the Master by
 129.773 -self-suspension of the slaves, but sit idle until the other slaves in
 129.774 -the scheduling slots have also run. This is the passive behavior of
 129.775 -requests that was noted in Section~\ref{secAbsModel}, which allows the
 129.776 -\texttt{masterVP}s to remain suspended until needed.  This in turn
 129.777 -enables the \texttt{masterVP}s from different cores to be
 129.778 -non-overlapped. It is the non-overlap that enables the algorithms for
 129.779 -the parallelism semantics to be sequential.
 129.780 -
 129.781 -\section{Code Example}
 129.782 -\label{secApp}
 129.783 -
 129.784 -To relate the abstract model and the internal elements to application
 129.785 -code and parallelism-library code, we give code snippets that
 129.786 -illustrate key features.  We start with the application then work down
 129.787 -through the sequence of calls, to the plugin, using our SSR
 129.788 -{\cite{VMSHome}} parallelism-library as an example.
 129.789 -
 129.790 -In general, applications are either written in terms of a parallel
 129.791 -language that has its own syntax, or a base language with a
 129.792 -parallelism library, which is often called an {\em{embedded
 129.793 -    language}}.  Our demonstrators, VCilk {\cite{VMSHome}}, Vthread,
 129.794 -and SSR, are all parallelism libraries. A parallel language would
 129.795 -follow the standard practice of performing source-to-source transform,
 129.796 -from custom syntax into C plus parallelism-library calls.
 129.797 -
 129.798 -\paragraph*{SSR.}
 129.799 -
 129.800 -SSR stands for Synchronous Send-Receive, and details of its calls and
 129.801 -internal implementation will be given throughout this section. It has
 129.802 -two types of construct. The first, called {\em{from-to}} has two
 129.803 -calls: \texttt{SSR\_send\_from\_to} and
 129.804 -\texttt{SSR\_receive\_from\_to}, both of which specify the sending VP
 129.805 -as well as the receiving VP. \ The other, called {\em{of-type}} also
 129.806 -has two calls: \texttt{SSR\_\_send\_of\_type\_to} and
 129.807 -\texttt{SSR\_\_receive\_of\_type}, which allow a receiver to accept
 129.808 -from anonymous senders, but select according to type of message.
 129.809 -
 129.810 -% An example of a double column floating figure using two subfigures.
 129.811 -% (The subfig.sty package must be loaded for this to work.)
 129.812 -% The subfigure \label commands are set within each subfloat command, the
 129.813 -% \label for the overall figure must come after \caption.
 129.814 -% \hfil must be used as a separator to get equal spacing.
 129.815 -% The subfigure.sty package works much the same way, except \subfigure is
 129.816 -% used instead of \subfloat.
 129.817 -%
 129.818 -%\begin{figure*}[!t]
 129.819 -%\centerline{\subfloat[Case I]\includegraphics[width=2.5in]{subfigcase1}%
 129.820 -%\label{fig_first_case}}
 129.821 -%\hfil
 129.822 -%\subfloat[Case II]{\includegraphics[width=2.5in]{subfigcase2}%
 129.823 -%\label{fig_second_case}}}
 129.824 -%\caption{Simulation results}
 129.825 -%\label{fig_sim}
 129.826 -%\end{figure*}
 129.827 -%
 129.828 -% Note that often IEEE papers with subfigures do not employ subfigure
 129.829 -% captions (using the optional argument to \subfloat), but instead will
 129.830 -% reference/describe all of them (a), (b), etc., within the main caption.
 129.831 -
 129.832 -\paragraph*{Application view.}
 129.833 -
 129.834 -Figure~\ref{figAnimVP} shows snippets of application code, which use
 129.835 -the SSR parallelism library. The most important feature is that all
 129.836 -calls take a pointer to the VP that is animating the call. This is
 129.837 -seen at the top of the figure where slave VP creation takes a pointer
 129.838 -to the VP asking for creation. Below that is the standard prototype
 129.839 -for top level functions, showing that the function receives a pointer
 129.840 -to the VP it is the top level function for.
 129.841 -
 129.842 -The pointer is placed on the stack by VMS when it creates the VP, and
 129.843 -is the means by which the application comes into possession of the
 129.844 -pointer. This animating VP is passed to all library calls made from
 129.845 -there. For example, the bottom shows a pointer to the animating VP
 129.846 -placed in the position of sender in the \texttt{send} construct call.
 129.847 -Correspondingly, for the \texttt{receive} construct, the position of
 129.848 -receiving VP is filled by the VP animating the call.
 129.849 -
 129.850 -\begin{figure}[h!tb]
 129.851 -{\noindent
 129.852 -{\footnotesize
 129.853 -{\small Creating a new processor:}
 129.854 -\begin{verbatim}
 129.855 -newProcessor = SSR__create_procr( &top_VP_fn, paramsPtr, animatingVP );
 129.856 -\end{verbatim}
 129.857 -
 129.858 -{\small prototype for the top level function:}
 129.859 -\begin{verbatim}
 129.860 -top_VP_fn( void *parameterStrucPtr, VirtProcr *animatingVP );
 129.861 -\end{verbatim}
 129.862 -
 129.863 -{\small handing animating VP to parallelism constructs:}
 129.864 -\begin{verbatim}
 129.865 -SSR__send_from_to( messagePtr, animatingVP, receivingVP );
 129.866 -messagePtr = SSR__receive_from_to( sendingVP, animatingVP );
 129.867 -\end{verbatim}
 129.868 -}
 129.869 -}
 129.870 -\caption
 129.871 -{Application code snippets showing that all calls to the parallelism library
 129.872 -take the VP animating that call as a parameter.
 129.873 -}
 129.874 -\label{figAnimVP}
 129.875 -\end{figure}
 129.876 -
 129.877 -Relating these to the internal elements of our implementation, the
 129.878 -\texttt{animatingVP} suspends inside each of these calls, passing a
 129.879 -request (generated in the library) to one of the \texttt{masterVP}s.
 129.880 -The \texttt{masterVP} then calls the \texttt{comm-handler} plugin, and
 129.881 -so on, as described in Section \ref{secInternal}.
 129.882 -
 129.883 -For the \texttt{SSR\_\_create\_processor} call, the comm-handler in
 129.884 -turn calls a VMS primitive to perform the creation.  The primitive
 129.885 -places a pointer to the newly created VP onto its stack, so that when
 129.886 -\texttt{top\_VP\_fn} is later animated, it sees the VP-pointer as a
 129.887 -parameter passed to it. \ All application code is either such a
 129.888 -top-level function, or has one at the root of the call-stack.
 129.889 -
 129.890 -The send and receive calls both suspend their animating VP. When both
 129.891 -have been called, the communication handler pairs them up and resumes
 129.892 -both. This ties time-lines together, invoking the VMS guarantee. Both
 129.893 -application-functions know, because of the VMS guarantee
 129.894 -(Section~\ref{secAbsModel}), that writes to shared variables made
 129.895 -before the send call by the sender are visible to the receiver after
 129.896 -the receive call. This is the programmer's view of tying together the
 129.897 -local time-lines of two different VPs, as defined in
 129.898 -Section~\ref{secAbsModel}.
 129.899 -
 129.900 -\paragraph*{Concurrency-library view.}
 129.901 -
 129.902 -A parallelism library is a wrapper.  Each call, in general, only creates a request,
 129.903 -sends it, and returns, as seen below.  To send a request, it uses the
 129.904 -combined request-and-suspend VMS primitive that attaches the request
 129.905 -then suspends the VP.  The primitive requires the pointer to the VP,
 129.906 -to attach the request and to suspend it.
 129.907 -
 129.908 -In Figure~\ref{figImplLib}, notice that the request's data is on the
 129.909 -stack of the virtual processor that's animating the call, which is the
 129.910 -\texttt{receiveVP}.  The \texttt{VMS\_\_send\_sem\_request} suspends
 129.911 -this VP, which changes the physical core's stack pointer to a
 129.912 -different stack. So the request data is guaranteed to remain
 129.913 -undisturbed while the VP is suspended.
 129.914 -
 129.915 -Figure~\ref{figAssembly} shows the implementation of the VMS suspend
 129.916 -primitive. As seen in Figure \ref{figInternals}, suspending the
 129.917 -\texttt{receiveVP} involves switching to the \texttt{core\_loop}. In
 129.918 -our implementation, this is done by switching to the stack of the
 129.919 -pthread pinned to the physical core and then jumping to the
 129.920 -start-point of \texttt{core\_loop}.
 129.921 -
 129.922 -This code uses standard techniques commonly employed in co-routine
 129.923 -implementations. Tuning effort spent in \texttt{core\_loop} is
 129.924 -inherited by all applications.
 129.925 -
 129.926 -\begin{figure}[h!tb]
 129.927 -{\noindent
 129.928 -{\footnotesize
 129.929 -\begin{verbatim}
 129.930 -void * SSR__receive_from_to( VirtProcr *sendVP, VirtProcr *receiveVP )
 129.931 - { SSRSemReq  reqData;
 129.932 -   reqData.receiveVP = receiveVP;
 129.933 -   reqData.sendVP    = sendVP;
 129.934 -   reqData.reqType   = receive_from_to;
 129.935 -   VMS__send_sem_request( &reqData, receiveVP );
 129.936 -   return receiveVP->dataReturnedFromRequest;
 129.937 - }
 129.938 -\end{verbatim}
 129.939 -}
 129.940 -}
 129.941 -\caption{Implementation of SSR's receive\_from\_to library function.}
 129.942 -\label{figImplLib}
 129.943 -
 129.944 -{\noindent
 129.945 -{\footnotesize
 129.946 -\begin{verbatim}
 129.947 -VMS__suspend_procr( VirtProcr *animatingVP )
 129.948 - { animatingVP->resumeInstrAddr = &&ResumePt; //GCC takes addr of label
 129.949 -   animatingVP->schedSlotAssignedTo->isNewlySuspended = TRUE; //for master_loop to see
 129.950 -   <assembly code stores current physical core's stack reg into animatingVP struct>
 129.951 -   <assembly code loads stack reg with core_loop stackPtr, which was saved into animatingVP>
 129.952 -   <assembly code jmps to core_loop start instr addr, which was also saved into animatingVP>
 129.953 - ResumePt:
 129.954 -   return;
 129.955 - }
 129.956 -\end{verbatim}
 129.957 -}
 129.958 -}
 129.959 -  \caption
 129.960 -{Implementation of VMS suspend processor.
 129.961 -Re-animating the virtual processor reverses this sequence. \ It saves the
 129.962 -\texttt{core\_loop}'s resume instr-addr and stack ptr into the VP structure,
 129.963 -then loads the VP's stack ptr and jmps to its \texttt{resumeInstrAddr}.
 129.964 -}
 129.965 -\label{figAssembly}
 129.966 -
 129.967 -{\noindent
 129.968 -{\footnotesize
 129.969 -\begin{verbatim}
 129.970 -handle_receive_from_to( VirtProcr *requestingVP, SSRSemReq *reqData, SSRSemEnv *semEnv )
 129.971 - { commHashTbl = semEnv->communicatingVPHashTable;
 129.972 -   key[0] = reqData->receiveVP;   key[1] = reqData->sendVP; //send uses same key
 129.973 -   waitingReqData = lookup_and_remove( key, commHashTbl );  //get waiting request
 129.974 -   if( waitingReqData != NULL )
 129.975 -    { resume_virt_procr( waitingReqData->sendVP );
 129.976 -      resume_virt_procr( waitingReqData->receiveVP );
 129.977 -    }
 129.978 -   else
 129.979 -      insert( key, reqData, commHashTbl ); //receive is first to arrive, make it wait
 129.980 - }
 129.981 -\end{verbatim}
 129.982 -}
 129.983 -}
 129.984 -  \caption
 129.985 -{Pseudo-code of communication-handler for
 129.986 -\texttt{receive\_from\_to} request type. The \texttt{semEnv} is a pointer
 129.987 -to the shared parallel semantic state seen at the top of
 129.988 -Figure~\ref{figInternals}.
 129.989 -}
 129.990 -\label{figReqHdlr}
 129.991 -\end{figure}
 129.992 -
 129.993 -\paragraph*{Plugin view.}
 129.994 -
 129.995 -SSR's communication handler dispatches on the \texttt{reqType} field
 129.996 -of the request data, as set by the \texttt{SSR\_\_receive\_from\_to}
 129.997 -code. It calls the handler code in Figure \ref{figReqHdlr}. This
 129.998 -constructs a hash-key, by concatenating the from-VP's pointer with the
 129.999 -to-VP's pointer. Then it looks-up that key in the hash-table that SSR
129.1000 -uses to match sends with receives, which is in the shared semantic
129.1001 -state seen at the top of Figure \ref{figInternals} in
129.1002 -Section~\ref{secInternal}.
129.1003 -
129.1004 -The most important feature in Figure~\ref{figReqHdlr} is that both
129.1005 -send and receive will construct the same key, so will find the same
129.1006 -hash entry.  Whichever request is handled first in Virtual time will
129.1007 -see the hash entry empty, and save itself in that entry.  The second
129.1008 -to arrive sees the waiting request and then resumes both VPs, by
129.1009 -putting them into their \texttt{readyQ}s.
129.1010 -
129.1011 -Access to the shared hash table can be considered private, as in a
129.1012 -sequential algorithm.  This is because our VMS-core implementation
129.1013 -ensures that only one handler on one core is executing at a time.
129.1014 -
129.1015 -\section{Results}
129.1016 -\label{secResults}
129.1017 -
129.1018 -We implemented blocked dense matrix multiplication with right
129.1019 -sub-matrices copied to transposed form, and ran it on a 4-core
129.1020 -Core2Quad 2.4Ghz processor.
129.1021 -
129.1022 -\paragraph*{Implementation-time.}
129.1023 -
129.1024 -As shown in Table~\ref{tabPersonDaysLang}, time to implement the three
129.1025 -parallel libraries averages 2 days each. As an example of
129.1026 -productivity, adding nested transactions, parallel singleton, and
129.1027 -atomic function-execution to SSR required a single afternoon, totaling
129.1028 -less than 100 lines of C code.
129.1029 -
129.1030 -\paragraph*{Execution Performance.}
129.1031 -
129.1032 -Performance of VMS is seen in Table~\ref{tabOverheadCycles}. The code
129.1033 -is not optimized, but rather written to be easy to understand and
129.1034 -modify. The majority of the plugin time is lost to cache misses
129.1035 -because the shared parallelism-semantic state moves between cores on a
129.1036 -majority of accesses. Acquisition of the master lock is slow due to
129.1037 -the hardware implementing the CAS instruction.
129.1038 -
129.1039 -Existing techniques will likely improve performance, such as
129.1040 -localizing semantic data to cores, splitting malloc across the cores,
129.1041 -pre-allocating slabs that are recycled, and pre-fetching. However, in
129.1042 -many cases, several hundred nano-seconds per task is as optimal as the
129.1043 -applications can benefit from.
129.1044 -
129.1045 -\begin{table}[h!tb]
129.1046 -\begin{minipage}{.35\textwidth}
129.1047 -\begin{tabular}{|l|l|l|l|}
129.1048 -  \cline{2-4}
129.1049 -  \multicolumn{1}{l|}{} & SSR & Vthread & VCilk\\
129.1050 -  \cline{2-4}
129.1051 -  \noalign{\vskip2pt}
129.1052 -  \hline
129.1053 -  Design & 4 & 1 & 0.5\\
129.1054 -  Code & 2 & 0.5 & 0.5\\
129.1055 -  Test & 1 & 0.5 & 0.5\\
129.1056 -  L.O.C. & 470 & 290 & 310\\
129.1057 -  \hline
129.1058 -\end{tabular}
129.1059 -\caption
129.1060 -{Person-days to design, code, and
129.1061 -  test each parallelism library. L.O.C. is lines of (original) C code,
129.1062 -  excluding libraries and comments.
129.1063 -}
129.1064 -\label{tabPersonDaysLang}
129.1065 -\end{minipage}
129.1066 -\hspace{-.05\textwidth}
129.1067 -\begin{minipage}[t]{.7\textwidth}
129.1068 -\hfill
129.1069 -\begin{tabular}{|l|l|r|r|}
129.1070 -\cline{3-4}
129.1071 -\multicolumn{2}{l|}{} & comp only & comp + mem\\
129.1072 -\cline{3-4}
129.1073 -\noalign{\vskip2pt}
129.1074 -\hline
129.1075 -VMS Only & \texttt{master\_loop} &  91 &  110\\
129.1076 -& switch VPs  & 77 &  130\\
129.1077 -& (malloc) & 160 & 2300\\
129.1078 -& (create VP)  & 540 & 3800\\
129.1079 -\hline
129.1080 -Language: &  &  & \\
129.1081 -\quad SSR & plugin -- concur & 190 & 540\\
129.1082 -& plugin -- all & 530 & 2200\\
129.1083 -& lock &  &  250\\
129.1084 -\quad Vthread & plugin -- concur & 66 & 710\\
129.1085 -& plugin -- all & 180 & 1500\\
129.1086 -& lock &  &  250\\
129.1087 -\quad VCilk & plugin -- concur & 65 & 260\\
129.1088 -& plugin -- all & 330 & 1800\\
129.1089 -& lock &  &  250\\
129.1090 -\hline
129.1091 -\end{tabular}
129.1092 -\caption
129.1093 -{Cycles of overhead, per scheduled
129.1094 -    slave. ``comp only'' is perfect memory, ``comp + mem'' is actual cycles.
129.1095 -    ``Plugin-concur'' only concurrency requests, ``plugin-all'' includes
129.1096 -    create and malloc requests. Two significant digits due to variability.
129.1097 -}
129.1098 -\label{tabOverheadCycles}
129.1099 -\end{minipage}
129.1100 -
129.1101 -\vskip-1.5cm
129.1102 -\begin{tabular}{|l|lr|}
129.1103 -\hline
129.1104 -    Matrix size&Lang.&sec.\\
129.1105 -[2pt]\hline
129.1106 -    $81\times81$ & Cilk & 0.017\\
129.1107 -    & VCilk & 0.008\\
129.1108 -\hline
129.1109 -    $324\times324$ & Cilk & 0.13\\
129.1110 -    & VCilk & 0.13\\
129.1111 -\hline
129.1112 -    $648\times648$ & Cilk & 0.71\\
129.1113 -    & VCilk & 0.85\\
129.1114 -\hline
129.1115 -    $1296\times1296$ & Cilk & 4.8\\
129.1116 -    & VCilk & 6.2 \\
129.1117 -[2pt]\hline
129.1118 -\end{tabular}
129.1119 -\hfill
129.1120 -\begin{tabular}{|l|r|r|r|r|}
129.1121 -\multicolumn{5}{l}{}\\
129.1122 -\multicolumn{5}{l}{}\\
129.1123 -\multicolumn{5}{l}{}\\
129.1124 -\hline
129.1125 -    operation & \multicolumn{2}{c|}{Vthread} & pthread & ratio\\
129.1126 -    & comp only & total &  & \\
129.1127 -[2pt]\hline
129.1128 -    mutex\_lock & 85 & 1050 & 50,000 & 48:1\\
129.1129 -    mutex\_unlock & 85 & 610 & 45,000 & 74:1\\
129.1130 -    cond\_wait  & 85 & 850 & 60,000 & 71:1\\
129.1131 -    cond\_signal & 90 & 650 & 60,000 & 92:1\\
129.1132 -\hline
129.1133 -\end{tabular}
129.1134 -\caption
129.1135 -{On left, exe time in seconds for MM. To the right, overhead for
129.1136 -  pthread vs. Vthread. First column is cycles
129.1137 -  for perfect memory and second is total measured cycles. pthread cycles are
129.1138 -  deduced from round-trip experiments.
129.1139 -}
129.1140 -\label{tabHeadToHead}
129.1141 -\end{table}
129.1142 -
129.1143 -\paragraph*{Head to head.}
129.1144 -
129.1145 -We compare our implementation of the \texttt{spawn} and \texttt{sync}
129.1146 -constructs against Cilk 5.4, on the top in Table~\ref{tabHeadToHead},
129.1147 -which shows that the same application code has similar
129.1148 -performance. For large matrices, Cilk 5.4's better use of the memory
129.1149 -hierarchy (the workstealing algorithm) achieves 23\% better
129.1150 -performance. However, for small matrices, VCilk is better, with a
129.1151 -factor 2 lower overhead. Cilk 5.4 does not allow controlling the
129.1152 -number of spawn events it actually executes, and chooses to run
129.1153 -smaller matrices sequentially, limiting our comparison.
129.1154 -
129.1155 -When comparing to pthreads, our VMS based implementation has more than
129.1156 -an order of magnitude better overhead per invocation of mutex or
129.1157 -condition variable functionality, as seen on the bottom of Table
129.1158 -\ref{tabHeadToHead}.  Applications that inherently have short trace
129.1159 -segments will synchronize often and benefit the most from Vthread.
129.1160 -
129.1161 -\section{Conclusion}
129.1162 -\label{secConclusion}
129.1163 -
129.1164 -We have shown an alternative to the thread model that enables
129.1165 -easier-to-use parallelism constructs by splitting the scheduler open,
129.1166 -to accept new parallelism constructs in the form of plugins. This
129.1167 -gives the language control over assigning virtual processors to
129.1168 -physical cores, for performance, debugging, and flexibility
129.1169 -benefits. Parallelism constructs of programming languages can be
129.1170 -implemented using sequential algorithms, within a matter of days,
129.1171 -while maintaining low run-time overhead.
129.1172 -
129.1173 -\bibliography{../helpers/bib_for_papers}
129.1174 -
129.1175 -\end{document}
129.1176 - }
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 135.207 +
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 135.223 +
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 135.250 +
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 135.260 +
 135.261 +
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 135.291 +   id="g168"><path
 135.292 +     d="m 540.4,354.4 c -54.3,19.9 -47.2,34.8 -47.8,43.6"
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 135.304 +     x="0 12.996 21.996 30.996 38.970001 55.872002 60.948002 65.933998 74.933998 84.942001 89.928001 98.928001"
 135.305 +     y="0"
 135.306 +     sodipodi:role="line"
 135.307 +     id="tspan178">DoneWithPipe</tspan></text>
 135.308 +
 135.309 +
 135.310 +</g><g
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 135.315 +     x="0 7.9920001 13.992 19.992001 24.684 29.988001 35.987999 38.987999 42.984001 46.883999 52.883999 62.268002 65.267998 71.267998 77.267998 83.267998"
 135.316 +     y="0"
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 135.319 +
 135.320 +
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 135.327 +     x="0 6 9.9960003 12.996 16.296 22.296 26.292 31.596001 36.900002 42.804001 47.495998 50.495998 54.492001 59.796001 64.991997 70.991997"
 135.328 +     y="0"
 135.329 +     sodipodi:role="line"
 135.330 +     id="tspan192">of threads ready</tspan></text>
 135.331 +
 135.332 +
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 135.335 +   id="g196"><text
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 135.339 +     x="0 6.684 10.068 16.068001 21.372 24.275999 28.968 32.352001 38.256001 44.256001 49.452 52.835999 57.528"
 135.340 +     y="0"
 135.341 +     sodipodi:role="line"
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 135.343 +
 135.344 +
 135.345 +</g><g
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 135.347 +   transform="matrix(1,0,0,-1,663.6,342.5)"
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 135.350 +     x="0 3.6960001 9.6960001 14.388 17.771999 21.672001 27.672001 32.976002 36.360001 39.66 45.66 51.66 54.66 58.043999 62.639999 65.723999 71.723999 77.627998 83.711998 88.907997"
 135.351 +     y="0"
 135.352 +     sodipodi:role="line"
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 135.354 +
 135.355 +
 135.356 +</g><g
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 135.361 +     x="0 11.388 17.388 22.691999 28.691999 31.691999 40.296001 46.296001 52.380001 57.576 68.963997 72.348 75.648003 81.648003 85.452003"
 135.362 +     y="0"
 135.363 +     sodipodi:role="line"
 135.364 +     id="tspan212">When DoneWithIF</tspan></text>
 135.365 +
 135.366 +
 135.367 +</g><g
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 135.369 +   id="g216"><text
 135.370 +   transform="matrix(1,0,0,-1,414.7,362.4)"
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 135.373 +     x="0 5.3039999 11.304 17.304001 20.304001 28.992001 34.992001 38.292 41.987999 47.987999 55.091999 61.091999 67.776001 71.160004"
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 135.375 +     sodipodi:role="line"
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 135.377 +
 135.378 +
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 135.385 +     x="0 8.6879997"
 135.386 +     y="0"
 135.387 +     sodipodi:role="line"
 135.388 +     id="tspan228">OR</tspan></text>
 135.389 +
 135.390 +
 135.391 +</g><g
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 135.397 +     x="0 3.9960001 9.9960003 13.992 19.188 24.492001 30.492001 33.492001 39.492001 45.192001 48.192001 55.487999 61.487999 67.487999 74.592003"
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 135.401 +
 135.402 +
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 135.412 +
 135.413 +
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 135.421 +     sodipodi:role="line"
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 135.423 +
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 135.431 +     y="0"
 135.432 +     sodipodi:role="line"
 135.433 +     id="tspan254">Loading</tspan></text>
 135.434 +
 135.435 +
 135.436 +</g><g
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 135.455 +     x="0 11.388 17.388 22.691999 28.691999 31.691999 38.987999 44.987999 50.987999 58.091999 64.092003 66.996002 71.688004 75.071999 80.975998 86.975998 92.171997"
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 135.457 +     sodipodi:role="line"
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 135.459 +
 135.460 +
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 135.463 +   id="g274"><text
 135.464 +   transform="matrix(1,0,0,-1,174.3,195.2)"
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 135.468 +     y="0"
 135.469 +     sodipodi:role="line"
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 135.471 +
 135.472 +
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 135.479 +     y="0"
 135.480 +     sodipodi:role="line"
 135.481 +     id="tspan284">When ThdSt </tspan></text>
 135.482 +
 135.483 +
 135.484 +</g><g
 135.485 +   id="g286" /><g
 135.486 +   id="g288"><text
 135.487 +   transform="matrix(1,0,0,-1,54.5,129.9)"
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 135.490 +     x="0 7.9920001 13.992 23.375999 29.375999 32.759998 37.956001 41.34 46.644001 51.240002"
 135.491 +     y="0"
 135.492 +     sodipodi:role="line"
 135.493 +     id="tspan292">Completes </tspan></text>
 135.494 +
 135.495 +
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 135.498 +   transform="matrix(1,0,0,-1,95,189)"
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 135.501 +     x="0 10.98 24.966 33.858002 38.933998"
 135.502 +     y="0"
 135.503 +     sodipodi:role="line"
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 135.505 +
 135.506 +
 135.507 +</g><g
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 137.416 +   transform="matrix(1,0,0,-1,59.1,272.4)"
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 137.418 +     style="font-size:18px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.419 +     x="0 9"
 137.420 +     y="0"
 137.421 +     sodipodi:role="line"
 137.422 +     id="tspan278">10</tspan></text>
 137.423 +
 137.424 +</g><g
 137.425 +       id="g280"><text
 137.426 +   transform="matrix(1,0,0,-1,59.1,229.8)"
 137.427 +   id="text282"><tspan
 137.428 +     style="font-size:18px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.429 +     x="0 9"
 137.430 +     y="0"
 137.431 +     sodipodi:role="line"
 137.432 +     id="tspan284">11</tspan></text>
 137.433 +
 137.434 +</g><g
 137.435 +       id="g286"><text
 137.436 +   transform="matrix(1,0,0,-1,59.1,190.1)"
 137.437 +   id="text288"><tspan
 137.438 +     style="font-size:18px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.439 +     x="0 9"
 137.440 +     y="0"
 137.441 +     sodipodi:role="line"
 137.442 +     id="tspan290">12</tspan></text>
 137.443 +
 137.444 +</g><g
 137.445 +       id="g292"><text
 137.446 +   transform="matrix(1,0,0,-1,59.1,150.4)"
 137.447 +   id="text294"><tspan
 137.448 +     style="font-size:18px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.449 +     x="0 9"
 137.450 +     y="0"
 137.451 +     sodipodi:role="line"
 137.452 +     id="tspan296">13</tspan></text>
 137.453 +
 137.454 +</g><g
 137.455 +       id="g298"><text
 137.456 +   transform="matrix(1,0,0,-1,59.1,110.6)"
 137.457 +   id="text300"><tspan
 137.458 +     style="font-size:18px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.459 +     x="0 9"
 137.460 +     y="0"
 137.461 +     sodipodi:role="line"
 137.462 +     id="tspan302">14</tspan></text>
 137.463 +
 137.464 +</g><g
 137.465 +       id="g304"><text
 137.466 +   transform="matrix(1,0,0,-1,59.1,73.8)"
 137.467 +   id="text306"><tspan
 137.468 +     style="font-size:18px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.469 +     x="0 9"
 137.470 +     y="0"
 137.471 +     sodipodi:role="line"
 137.472 +     id="tspan308">15</tspan></text>
 137.473 +
 137.474 +</g><g
 137.475 +       id="g310"><path
 137.476 +         d="m 231.4,497 0,-39.5"
 137.477 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
 137.478 +         id="path312"
 137.479 +         inkscape:connector-curvature="0" /></g><g
 137.480 +       id="g314" /><g
 137.481 +       id="g316"><text
 137.482 +   transform="matrix(1,0,0,-1,486.5,598.2)"
 137.483 +   id="text318"><tspan
 137.484 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.485 +     x="0 6.6999998 10 14.4"
 137.486 +     y="0"
 137.487 +     sodipodi:role="line"
 137.488 +     id="tspan320">Brch</tspan></text>
 137.489 +
 137.490 +</g><g
 137.491 +       id="g322"><text
 137.492 +   transform="matrix(1,0,0,-1,461.5,587)"
 137.493 +   id="text324"><tspan
 137.494 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.495 +     x="0 5.5999999 8.3000002 12.8 16.1 18.799999 21.299999 26.9 33.599998 38.599998 41.099998 46.700001 49.200001 52.5 60.200001"
 137.496 +     y="0"
 137.497 +     sodipodi:role="line"
 137.498 +     id="tspan326">Start PC1 + Imm</tspan></text>
 137.499 +
 137.500 +</g><g
 137.501 +       id="g328"><path
 137.502 +         d="m 455.4,616.1 0,-39.5"
 137.503 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
 137.504 +         id="path330"
 137.505 +         inkscape:connector-curvature="0" /></g><g
 137.506 +       id="g332" /><g
 137.507 +       id="g334"><text
 137.508 +   transform="matrix(1,0,0,-1,354.1,643.6)"
 137.509 +   id="text336"><tspan
 137.510 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.511 +     x="0 7.3000002 10"
 137.512 +     y="0"
 137.513 +     sodipodi:role="line"
 137.514 +     id="tspan338">All</tspan></text>
 137.515 +
 137.516 +</g><g
 137.517 +       id="g340"><text
 137.518 +   transform="matrix(1,0,0,-1,314.1,632.4)"
 137.519 +   id="text342"><tspan
 137.520 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.521 +     x="0 5.5999999 10.6 13.3 16.6 19.4 21.9 26.299999 31.299999 36.299999 38.799999 44.400002 47.099998 52.099998 57.099998 59.599998 64.099998 69.099998 71.800003 76.300003 81.199997"
 137.522 +     y="0"
 137.523 +     sodipodi:role="line"
 137.524 +     id="tspan344">Shift and Sign extend</tspan></text>
 137.525 +
 137.526 +</g><g
 137.527 +       id="g346" /><g
 137.528 +       id="g348"><text
 137.529 +   transform="matrix(1,0,0,-1,339.1,621.2)"
 137.530 +   id="text350"><tspan
 137.531 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.532 +     x="0 6.6999998 10 14.4 19.5 21.9 25.299999 32.900002"
 137.533 +     y="0"
 137.534 +     sodipodi:role="line"
 137.535 +     id="tspan352">Brch Imm</tspan></text>
 137.536 +
 137.537 +</g><g
 137.538 +       id="g354" /><g
 137.539 +       id="g356"><text
 137.540 +   transform="matrix(1,0,0,-1,228.4,518.7)"
 137.541 +   id="text358"><tspan
 137.542 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.543 +     x="0 6.6999998 10 14.4 19.5 22 24.700001 29.799999 34.799999 39.299999 41.799999 48.5 55.700001"
 137.544 +     y="0"
 137.545 +     sodipodi:role="line"
 137.546 +     id="tspan360">Brch type COP</tspan></text>
 137.547 +
 137.548 +</g><g
 137.549 +       id="g362"><text
 137.550 +   transform="matrix(1,0,0,-1,220.9,507.5)"
 137.551 +   id="text364"><tspan
 137.552 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.553 +     x="0 7.6999998 14.4 17 22.6 25.1 31.200001 36.200001 41.200001 43.700001 46.400002 51.5 53.900002 60.599998 65.099998 70.099998"
 137.554 +     y="0"
 137.555 +     sodipodi:role="line"
 137.556 +     id="tspan366">&amp;C + Thd to RegF</tspan></text>
 137.557 +
 137.558 +</g><g
 137.559 +       id="g368" /><g
 137.560 +       id="g370"><text
 137.561 +   transform="matrix(1,0,0,-1,315.5,518.7)"
 137.562 +   id="text372"><tspan
 137.563 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.564 +     x="0 5 9.3999996 13.9 18.9 21.4 28.1 31.9 36.900002 39.400002 41.400002 43.900002 49.400002"
 137.565 +     y="0"
 137.566 +     sodipodi:role="line"
 137.567 +     id="tspan374">need Rs2 | St</tspan></text>
 137.568 +
 137.569 +</g><g
 137.570 +       id="g376"><text
 137.571 +   transform="matrix(1,0,0,-1,303,507.5)"
 137.572 +   id="text378"><tspan
 137.573 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.574 +     x="0 7.6999998 14.4 17.200001 19.700001 25.299999 27.799999 33.900002 38.900002 43.900002 46.400002 49.200001 54.200001 56.700001 63.400002 67.800003 72.800003"
 137.575 +     y="0"
 137.576 +     sodipodi:role="line"
 137.577 +     id="tspan380">&amp;Rt + Thd to RegF</tspan></text>
 137.578 +
 137.579 +</g><g
 137.580 +       id="g382"><text
 137.581 +   transform="matrix(1,0,0,-1,167,479)"
 137.582 +   id="text384"><tspan
 137.583 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.584 +     x="0 3.3 6.5999999 9.1000004 12.4 16.9 19.6 24.1 29 33.5 38.5 41 47.700001 51.599998"
 137.585 +     y="0"
 137.586 +     sodipodi:role="line"
 137.587 +     id="tspan386">If fetched Rs1</tspan></text>
 137.588 +
 137.589 +</g><g
 137.590 +       id="g388"><text
 137.591 +   transform="matrix(1,0,0,-1,167,467.8)"
 137.592 +   id="text390"><tspan
 137.593 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.594 +     x="0 7.1999998 12.2 19.5 22 27.6 30.9 33.400002 38.400002 45.099998"
 137.595 +     y="0"
 137.596 +     sodipodi:role="line"
 137.597 +     id="tspan392">OpA &lt;- *Rs</tspan></text>
 137.598 +
 137.599 +</g><g
 137.600 +       id="g394"><path
 137.601 +         d="m 157.7,497 0,-39.5"
 137.602 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
 137.603 +         id="path396"
 137.604 +         inkscape:connector-curvature="0" /></g><g
 137.605 +       id="g398" /><g
 137.606 +       id="g400"><text
 137.607 +   transform="matrix(1,0,0,-1,486.1,518.9)"
 137.608 +   id="text402"><tspan
 137.609 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.610 +     x="0 6.6999998 10 14.4"
 137.611 +     y="0"
 137.612 +     sodipodi:role="line"
 137.613 +     id="tspan404">Brch</tspan></text>
 137.614 +
 137.615 +</g><g
 137.616 +       id="g406"><text
 137.617 +   transform="matrix(1,0,0,-1,458.6,507.7)"
 137.618 +   id="text408"><tspan
 137.619 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.620 +     x="0 5.5 12.2 17.299999 22.9 26.200001 28.700001 34.200001 40.900002 45.900002 48.400002 54 56.5 59.900002 67.5"
 137.621 +     y="0"
 137.622 +     sodipodi:role="line"
 137.623 +     id="tspan410">PC2&lt;- PC1 + Imm</tspan></text>
 137.624 +
 137.625 +</g><g
 137.626 +       id="g412"><path
 137.627 +         d="m 455.4,576.4 0,-39.5"
 137.628 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
 137.629 +         id="path414"
 137.630 +         inkscape:connector-curvature="0" /></g><g
 137.631 +       id="g416" /><g
 137.632 +       id="g418"><text
 137.633 +   transform="matrix(1,0,0,-1,103,399.6)"
 137.634 +   id="text420"><tspan
 137.635 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.636 +     x="0 3.9000001 10.6 13.1 15 17.5 21.4 28.6 34.799999"
 137.637 +     y="0"
 137.638 +     sodipodi:role="line"
 137.639 +     id="tspan422">JR | JALR</tspan></text>
 137.640 +
 137.641 +</g><g
 137.642 +       id="g424"><text
 137.643 +   transform="matrix(1,0,0,-1,90.5,388.4)"
 137.644 +   id="text426"><tspan
 137.645 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.646 +     x="0 7.3000002 11.7 18.9 24.5 31.200001 33.700001 39.299999 42.599998 45.099998 52.400002 57.400002"
 137.647 +     y="0"
 137.648 +     sodipodi:role="line"
 137.649 +     id="tspan428">NewPC &lt;- OpA</tspan></text>
 137.650 +
 137.651 +</g><g
 137.652 +       id="g430"><text
 137.653 +   transform="matrix(1,0,0,-1,152.9,360.5)"
 137.654 +   id="text432"><tspan
 137.655 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.656 +     x="0 6.0999999 8.8999996 12.8 15.5 18.799999 21.299999 27.4 32.400002 35 36.900002 39.400002 44.900002 47.700001 50.200001 52.099998 54.599998 61.900002 68 75.300003 78.599998 86.300003"
 137.657 +     y="0"
 137.658 +     sodipodi:role="line"
 137.659 +     id="tspan434">Elsif Ld | St | ALUImm</tspan></text>
 137.660 +
 137.661 +</g><g
 137.662 +       id="g436" /><g
 137.663 +       id="g438"><text
 137.664 +   transform="matrix(1,0,0,-1,155.4,349.3)"
 137.665 +   id="text440"><tspan
 137.666 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.667 +     x="0 7.3000002 12.2 18.9 21.4 27.1 30.4 32.900002 36.700001 39.5 44.5 49.5 52 56.400002 61.400002 64.199997 66.699997 70 77.699997"
 137.668 +     y="0"
 137.669 +     sodipodi:role="line"
 137.670 +     id="tspan442">OpB &lt;- sign ext Imm</tspan></text>
 137.671 +
 137.672 +</g><g
 137.673 +       id="g444" /><g
 137.674 +       id="g446"><text
 137.675 +   transform="matrix(1,0,0,-1,467.1,365.5)"
 137.676 +   id="text448"><tspan
 137.677 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.678 +     x="0 6.6999998 10 14.4 19.4 24.4 31.1 35.599998 40.599998 45.5 47.5 50 53.900002 60.599998 63.099998"
 137.679 +     y="0"
 137.680 +     sodipodi:role="line"
 137.681 +     id="tspan450">Brch1Reg | JR |</tspan></text>
 137.682 +
 137.683 +</g><g
 137.684 +       id="g452"><text
 137.685 +   transform="matrix(1,0,0,-1,464.6,354.3)"
 137.686 +   id="text454"><tspan
 137.687 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.688 +     x="0 6.6999998 10 14.4 19.4 26.1 33.400002 38.900002 41.400002 43.400002 45.900002 49.700001 57 63.099998"
 137.689 +     y="0"
 137.690 +     sodipodi:role="line"
 137.691 +     id="tspan456">BrchCOP | JALR</tspan></text>
 137.692 +
 137.693 +</g><g
 137.694 +       id="g458" /><g
 137.695 +       id="g460"><text
 137.696 +   transform="matrix(1,0,0,-1,469.6,343.1)"
 137.697 +   id="text462"><tspan
 137.698 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.699 +     x="0 3.3 8.3000002 12.2 14.9 18.200001 25.5 30.5 35.5 39.900002 42.400002 46.299999 50.700001 55.700001"
 137.700 +     y="0"
 137.701 +     sodipodi:role="line"
 137.702 +     id="tspan464">InstrDone sent</tspan></text>
 137.703 +
 137.704 +</g><g
 137.705 +       id="g466"><text
 137.706 +   transform="matrix(1,0,0,-1,90.5,359.9)"
 137.707 +   id="text468"><tspan
 137.708 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.709 +     x="0 3.3 6.5999999 9.1000004 12.5 16.9 19.6 24.1 29.1 33.5 38.5 41 47.700001 51.599998"
 137.710 +     y="0"
 137.711 +     sodipodi:role="line"
 137.712 +     id="tspan470">If fetched Rs2</tspan></text>
 137.713 +
 137.714 +</g><g
 137.715 +       id="g472" /><g
 137.716 +       id="g474"><text
 137.717 +   transform="matrix(1,0,0,-1,93,348.7)"
 137.718 +   id="text476"><tspan
 137.719 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.720 +     x="0 7.3000002 12.3 18.9 21.4 27.1 30.4 32.900002 37.900002 44.599998"
 137.721 +     y="0"
 137.722 +     sodipodi:role="line"
 137.723 +     id="tspan478">OpB &lt;- *Rt</tspan></text>
 137.724 +
 137.725 +</g><g
 137.726 +       id="g480" /><g
 137.727 +       id="g482"><text
 137.728 +   transform="matrix(1,0,0,-1,269.3,359.9)"
 137.729 +   id="text484"><tspan
 137.730 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.731 +     x="0 5.5999999"
 137.732 +     y="0"
 137.733 +     sodipodi:role="line"
 137.734 +     id="tspan486">St</tspan></text>
 137.735 +
 137.736 +</g><g
 137.737 +       id="g488"><text
 137.738 +   transform="matrix(1,0,0,-1,249.3,348.7)"
 137.739 +   id="text490"><tspan
 137.740 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.741 +     x="0 7.3000002 12.3 17.799999 20.6 23.1 28.700001 32 34.5 39.5 46.200001"
 137.742 +     y="0"
 137.743 +     sodipodi:role="line"
 137.744 +     id="tspan492">OpSt &lt;- *Rt</tspan></text>
 137.745 +
 137.746 +</g><g
 137.747 +       id="g494"><path
 137.748 +         d="m 461,377.7 0,-39.3"
 137.749 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
 137.750 +         id="path496"
 137.751 +         inkscape:connector-curvature="0" /></g><g
 137.752 +       id="g498"><path
 137.753 +         d="m 302.3,377.7 0,-39.4"
 137.754 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
 137.755 +         id="path500"
 137.756 +         inkscape:connector-curvature="0" /></g><g
 137.757 +       id="g502" /><g
 137.758 +       id="g504"><text
 137.759 +   transform="matrix(1,0,0,-1,291.3,397.6)"
 137.760 +   id="text506"><tspan
 137.761 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.762 +     x="0 5.5999999 10.6 13.3 16.6"
 137.763 +     y="0"
 137.764 +     sodipodi:role="line"
 137.765 +     id="tspan508">Shift</tspan></text>
 137.766 +
 137.767 +</g><g
 137.768 +       id="g510"><text
 137.769 +   transform="matrix(1,0,0,-1,268.8,386.4)"
 137.770 +   id="text512"><tspan
 137.771 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.772 +     x="0 7.3000002 12.3 19.5 22 27.6 30.9 33.5 39 44 47.299999 55"
 137.773 +     y="0"
 137.774 +     sodipodi:role="line"
 137.775 +     id="tspan514">OpA &lt;- ShImm</tspan></text>
 137.776 +
 137.777 +</g><g
 137.778 +       id="g516" /><g
 137.779 +       id="g518"><text
 137.780 +   transform="matrix(1,0,0,-1,115.6,320.1)"
 137.781 +   id="text520"><tspan
 137.782 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.783 +     x="0 7.3000002 10 12.8 15.2 19.700001 24.700001 29.1 33.599998 38.5 41.299999 43.799999 47.700001 52.700001 55.400002 58.799999 61.5"
 137.784 +     y="0"
 137.785 +     sodipodi:role="line"
 137.786 +     id="tspan522">All except shift </tspan></text>
 137.787 +
 137.788 +</g><g
 137.789 +       id="g524"><text
 137.790 +   transform="matrix(1,0,0,-1,90.6,308.9)"
 137.791 +   id="text526"><tspan
 137.792 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.793 +     x="0 6.0999999 11.1 17.799999 22.200001 26.1 28.6 34.200001 37.599998 40 47.299999 52.299999 59.599998 62 69.300003 75.400002 82.699997 89.900002 94.900002 97.400002 104.7 109.7"
 137.794 +     y="0"
 137.795 +     sodipodi:role="line"
 137.796 +     id="tspan528">ExRes &lt;- OpA ALUOp OpB</tspan></text>
 137.797 +
 137.798 +</g><g
 137.799 +       id="g530" /><g
 137.800 +       id="g532"><text
 137.801 +   transform="matrix(1,0,0,-1,262.8,320.1)"
 137.802 +   id="text534"><tspan
 137.803 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.804 +     x="0 5.5999999 10.6 13.3 16.6"
 137.805 +     y="0"
 137.806 +     sodipodi:role="line"
 137.807 +     id="tspan536">Shift</tspan></text>
 137.808 +
 137.809 +</g><g
 137.810 +       id="g538"><text
 137.811 +   transform="matrix(1,0,0,-1,215.3,308.9)"
 137.812 +   id="text540"><tspan
 137.813 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.814 +     x="0 6.0999999 11.1 17.799999 22.200001 26.1 28.6 34.200001 37.599998 40 47.299999 52.299999 59 61.5 65.400002 70.400002 73.099998 76.400002 79.199997 83.599998 88.599998 91.099998 98.400002 103.4"
 137.815 +     y="0"
 137.816 +     sodipodi:role="line"
 137.817 +     id="tspan542">ExRes &lt;- OpB shifted OpA</tspan></text>
 137.818 +
 137.819 +</g><g
 137.820 +       id="g544" /><g
 137.821 +       id="g546"><text
 137.822 +   transform="matrix(1,0,0,-1,100.3,280.3)"
 137.823 +   id="text548"><tspan
 137.824 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.825 +     x="0 7.1999998 10"
 137.826 +     y="0"
 137.827 +     sodipodi:role="line"
 137.828 +     id="tspan550">All</tspan></text>
 137.829 +
 137.830 +</g><g
 137.831 +       id="g552"><text
 137.832 +   transform="matrix(1,0,0,-1,87.8,269.1)"
 137.833 +   id="text554"><tspan
 137.834 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.835 +     x="0 4.4000001 9.3999996 14.4 17.200001 19.9 24.9 29.9"
 137.836 +     y="0"
 137.837 +     sodipodi:role="line"
 137.838 +     id="tspan556">continue</tspan></text>
 137.839 +
 137.840 +</g><g
 137.841 +       id="g558" /><g
 137.842 +       id="g560"><text
 137.843 +   transform="matrix(1,0,0,-1,100.3,240.6)"
 137.844 +   id="text562"><tspan
 137.845 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.846 +     x="0 7.1999998 10"
 137.847 +     y="0"
 137.848 +     sodipodi:role="line"
 137.849 +     id="tspan564">All</tspan></text>
 137.850 +
 137.851 +</g><g
 137.852 +       id="g566"><text
 137.853 +   transform="matrix(1,0,0,-1,87.8,229.4)"
 137.854 +   id="text568"><tspan
 137.855 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.856 +     x="0 4.4000001 9.3999996 14.4 17.200001 19.9 24.9 29.9"
 137.857 +     y="0"
 137.858 +     sodipodi:role="line"
 137.859 +     id="tspan570">continue</tspan></text>
 137.860 +
 137.861 +</g><g
 137.862 +       id="g572" /><g
 137.863 +       id="g574"><text
 137.864 +   transform="matrix(1,0,0,-1,100.3,203.7)"
 137.865 +   id="text576"><tspan
 137.866 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.867 +     x="0 7.1999998 10"
 137.868 +     y="0"
 137.869 +     sodipodi:role="line"
 137.870 +     id="tspan578">All</tspan></text>
 137.871 +
 137.872 +</g><g
 137.873 +       id="g580"><text
 137.874 +   transform="matrix(1,0,0,-1,87.8,192.5)"
 137.875 +   id="text582"><tspan
 137.876 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.877 +     x="0 4.4000001 9.3999996 14.4 17.200001 19.9 24.9 29.9"
 137.878 +     y="0"
 137.879 +     sodipodi:role="line"
 137.880 +     id="tspan584">continue</tspan></text>
 137.881 +
 137.882 +</g><g
 137.883 +       id="g586"><text
 137.884 +   transform="matrix(1,0,0,-1,90.6,161.2)"
 137.885 +   id="text588"><tspan
 137.886 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.887 +     x="0 7.3000002 10 12.8 15.2 19.700001 24.700001 29.1 33.599998 38.5 41.299999 43.799999 51 53.799999 58.799999 61.599998 66.599998 71 73.5 77.900002 82.900002 87.900002 90.400002 99.300003 104.3 107.1 109.8 112.6 117.5 120.3"
 137.888 +     y="0"
 137.889 +     sodipodi:role="line"
 137.890 +     id="tspan590">All except Divide and Multiply</tspan></text>
 137.891 +
 137.892 +</g><g
 137.893 +       id="g592" /><g
 137.894 +       id="g594"><text
 137.895 +   transform="matrix(1,0,0,-1,113.1,150)"
 137.896 +   id="text596"><tspan
 137.897 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.898 +     x="0 3.3 6.0999999 11.1 13.8 17.700001 22.700001 25.200001 32.400002 38.599998 45.799999 48.299999 53.299999 58.299999 62.799999 66.099998 70.5 73.199997 76 81"
 137.899 +     y="0"
 137.900 +     sodipodi:role="line"
 137.901 +     id="tspan598">finish ALU operation</tspan></text>
 137.902 +
 137.903 +</g><g
 137.904 +       id="g600" /><g
 137.905 +       id="g602"><text
 137.906 +   transform="matrix(1,0,0,-1,334.9,166.8)"
 137.907 +   id="text604"><tspan
 137.908 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.909 +     x="0 7.3000002 10 15 17.799999 22.799999 27.200001 29.700001 34.099998 39.099998 44.099998 46.599998 55.5 60.5 63.299999 66 68.800003 73.800003 76.5"
 137.910 +     y="0"
 137.911 +     sodipodi:role="line"
 137.912 +     id="tspan606">Divide and Multiply</tspan></text>
 137.913 +
 137.914 +</g><g
 137.915 +       id="g608" /><g
 137.916 +       id="g610"><text
 137.917 +   transform="matrix(1,0,0,-1,242.4,155.6)"
 137.918 +   id="text612"><tspan
 137.919 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.920 +     x="0 3.3 7.8000002 12.2 17.200001 21.6 26.1 28.799999 31.299999 36.299999 41.299999 44.099998 46.799999 49.599998 52.099998 57.099998 62.099998 67.099998 71.5 74 76.5 79.300003 84.300003 88.699997 93.699997 96.199997 103.5 105.9 109.3 113.7 117.6 122.6 125.3 128.10001 131.89999 134.5 139.5 145 148.3 153.3 161 163.5 170.8 173.3 175.8 180.8 184.60001 189.10001 191.60001 197.7 202.7 208.3 211 218.3 223.3 226 228.8 230.60001 234.39999 237 243.7 248.10001 253.10001 258.70001 261.10001 266.10001 271.20001 274.5 277.20001 279.70001"
 137.921 +     y="0"
 137.922 +     sodipodi:role="line"
 137.923 +     id="tspan614">reapeat until done, then Q results. From Q, use LdStUnit's RegF port, </tspan></text>
 137.924 +
 137.925 +</g><g
 137.926 +       id="g616"><text
 137.927 +   transform="matrix(1,0,0,-1,232.4,144.4)"
 137.928 +   id="text618"><tspan
 137.929 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.930 +     x="0 7.3000002 12.3 16.700001 21.700001 24.200001 27.5 30.799999 35.299999 39.700001 42.200001 47.200001 52.799999 57.200001 62.200001 67.199997 69.699997 77.5 83.599998 88.599998 91.099998 93 95.5 103.3 110.5 113.3 115.8 121.4 123.9 130 135 141.7 146.10001 150 152.5 158.10001 160.60001 166.8 171.8 176.8 179.3 184.3 191.5 195.89999 200.39999 205.39999 207.89999 210.60001 217.89999 222.89999 225.39999 232.60001 235.89999 238.7 241.39999 245.89999 249.8 252.3 254.8 260.29999 263.10001 267.5 270.29999 273 275.5 278.29999 281.60001 284.10001 287.39999 292.39999 295.10001 297.89999"
 137.931 +     y="0"
 137.932 +     sodipodi:role="line"
 137.933 +     id="tspan620">when free. Send &amp;Lo | &amp;Hi + ExRes + Thd. Need two writes. Stall if full.</tspan></text>
 137.934 +
 137.935 +</g><g
 137.936 +       id="g622"><path
 137.937 +         d="m 129.4,258.6 0,-39.5"
 137.938 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
 137.939 +         id="path624"
 137.940 +         inkscape:connector-curvature="0" /></g><g
 137.941 +       id="g626"><path
 137.942 +         d="m 129.4,219 0,-39.5"
 137.943 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
 137.944 +         id="path628"
 137.945 +         inkscape:connector-curvature="0" /></g><g
 137.946 +       id="g630"><path
 137.947 +         d="m 225.8,179.3 0,-39.6"
 137.948 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
 137.949 +         id="path632"
 137.950 +         inkscape:connector-curvature="0" /></g><g
 137.951 +       id="g634"><text
 137.952 +   transform="matrix(1,0,0,-1,89.1,127.2)"
 137.953 +   id="text636"><tspan
 137.954 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.955 +     x="0 7.1999998 13.4 20.6 23.1 26.4 31.4 36.400002 41.400002 43.900002 47.200001 54.900002 62.599998 65.900002 68.400002 70.400002 72.900002 78.400002 83.400002 86.199997 89.5"
 137.956 +     y="0"
 137.957 +     sodipodi:role="line"
 137.958 +     id="tspan638">ALU (non Imm) | Shift</tspan></text>
 137.959 +
 137.960 +</g><g
 137.961 +       id="g640" /><g
 137.962 +       id="g642"><text
 137.963 +   transform="matrix(1,0,0,-1,91.6,116)"
 137.964 +   id="text644"><tspan
 137.965 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.966 +     x="0 6.0999999 11.1 17.799999 22.200001 26.1 28.6 34.200001 36.700001 44.5 51.200001 56.200001 58.700001 64.300003 66.800003 72.900002 77.900002 82.900002"
 137.967 +     y="0"
 137.968 +     sodipodi:role="line"
 137.969 +     id="tspan646">ExRes + &amp;Rd + Thd </tspan></text>
 137.970 +
 137.971 +</g><g
 137.972 +       id="g648" /><g
 137.973 +       id="g650"><text
 137.974 +   transform="matrix(1,0,0,-1,101.6,104.8)"
 137.975 +   id="text652"><tspan
 137.976 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.977 +     x="0 2.7 7.6999998 10.3 16.9 21.4 26.4 31.9 34.400002 37.799999 45 48.299999 51 53.799999 58.200001"
 137.978 +     y="0"
 137.979 +     sodipodi:role="line"
 137.980 +     id="tspan654">to RegF (write)</tspan></text>
 137.981 +
 137.982 +</g><g
 137.983 +       id="g656" /><g
 137.984 +       id="g658"><text
 137.985 +   transform="matrix(1,0,0,-1,334.5,127.2)"
 137.986 +   id="text660"><tspan
 137.987 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.988 +     x="0 6.0999999 11.1 13.6 15.6 18 23.6"
 137.989 +     y="0"
 137.990 +     sodipodi:role="line"
 137.991 +     id="tspan662">Ld | St</tspan></text>
 137.992 +
 137.993 +</g><g
 137.994 +       id="g664"><text
 137.995 +   transform="matrix(1,0,0,-1,292,116)"
 137.996 +   id="text666"><tspan
 137.997 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
 137.998 +     x="0 6.0999999 11.1 17.799999 22.200001 26.1 31.1 36.700001 39.299999 47 53.700001 56.400002 58.900002 60.900002 63.400002 70.599998 75.599998 81.199997 83.900002 86.400002 92.099998 94.599998 100.7 105.7"
 137.999 +     y="0"
137.1000 +     sodipodi:role="line"
137.1001 +     id="tspan668">ExRes + &amp;Rt | OpSt + Thd</tspan></text>
137.1002 +
137.1003 +</g><g
137.1004 +       id="g670"><text
137.1005 +   transform="matrix(1,0,0,-1,292,104.8)"
137.1006 +   id="text672"><tspan
137.1007 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1008 +     x="0 5.5999999 8.1000004 13.7 16.4 19.200001 23.6 28.1 31.4 38.599998 41.099998 46.700001 49.200001 56.5 61.5 64 66.800003 71.699997 74.199997 80.400002 85.400002 90.900002 93.699997 100.9 105.9 108.7"
137.1009 +     y="0"
137.1010 +     sodipodi:role="line"
137.1011 +     id="tspan674">+ SliceID + Op to LdStUnit</tspan></text>
137.1012 +
137.1013 +</g><g
137.1014 +       id="g676"><path
137.1015 +         d="m 245.6,377.7 0,-39.4"
137.1016 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
137.1017 +         id="path678"
137.1018 +         inkscape:connector-curvature="0" /></g><g
137.1019 +       id="g680" /><g
137.1020 +       id="g682"><text
137.1021 +   transform="matrix(1,0,0,-1,461.1,127.2)"
137.1022 +   id="text684"><tspan
137.1023 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1024 +     x="0 6.6999998 10 14.4 19.4 24.4 31.1 35.599998"
137.1025 +     y="0"
137.1026 +     sodipodi:role="line"
137.1027 +     id="tspan686">Brch2Reg</tspan></text>
137.1028 +
137.1029 +</g><g
137.1030 +       id="g688"><text
137.1031 +   transform="matrix(1,0,0,-1,433.6,116)"
137.1032 +   id="text690"><tspan
137.1033 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1034 +     x="0 7.1999998 11.7 18.9 24.5 31.200001 33.700001 39.299999 42.599998 45.099998 50.700001 57.400002 62.299999 64.900002 67.599998 70.900002 73.400002 76.699997 81.199997 83.900002 87.800003 92.199997"
137.1035 +     y="0"
137.1036 +     sodipodi:role="line"
137.1037 +     id="tspan692">NewPC &lt;- PC1 if false </tspan></text>
137.1038 +
137.1039 +</g><g
137.1040 +       id="g694"><text
137.1041 +   transform="matrix(1,0,0,-1,433.6,104.8)"
137.1042 +   id="text696"><tspan
137.1043 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1044 +     x="0 7.1999998 11.7 18.9 24.5 31.200001 33.700001 39.299999 42.599998 45.099998 50.700001 57.400002 62.299999 64.900002 67.599998 70.900002 73.400002 76.199997 79.5 84.5"
137.1045 +     y="0"
137.1046 +     sodipodi:role="line"
137.1047 +     id="tspan698">NewPC &lt;- PC2 if true</tspan></text>
137.1048 +
137.1049 +</g><g
137.1050 +       id="g700" /><g
137.1051 +       id="g702"><text
137.1052 +   transform="matrix(1,0,0,-1,209.1,79)"
137.1053 +   id="text704"><tspan
137.1054 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1055 +     x="0 7.1999998 10 15 19.4 22.700001 25.200001 28.6 33.5 37.400002 40.200001 43.5"
137.1056 +     y="0"
137.1057 +     sodipodi:role="line"
137.1058 +     id="tspan706">Other Instrs</tspan></text>
137.1059 +
137.1060 +</g><g
137.1061 +       id="g708"><text
137.1062 +   transform="matrix(1,0,0,-1,204.1,67.8)"
137.1063 +   id="text710"><tspan
137.1064 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1065 +     x="0 3.3 8.3000002 12.2 14.9 18.200001 25.5 30.5 35.5 39.900002 42.400002 46.299999 50.700001 55.799999"
137.1066 +     y="0"
137.1067 +     sodipodi:role="line"
137.1068 +     id="tspan712">InstrDone sent</tspan></text>
137.1069 +
137.1070 +</g><g
137.1071 +       id="g714"><path
137.1072 +         d="m 268.2,99.8 0,-39.4"
137.1073 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
137.1074 +         id="path716"
137.1075 +         inkscape:connector-curvature="0" /></g><g
137.1076 +       id="g718" /><g
137.1077 +       id="g720"><text
137.1078 +   transform="matrix(1,0,0,-1,263.9,676.9)"
137.1079 +   id="text722"><tspan
137.1080 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1081 +     x="0 7.3000002 10"
137.1082 +     y="0"
137.1083 +     sodipodi:role="line"
137.1084 +     id="tspan724">All</tspan></text>
137.1085 +
137.1086 +</g><g
137.1087 +       id="g726"><text
137.1088 +   transform="matrix(1,0,0,-1,236.4,665.7)"
137.1089 +   id="text728"><tspan
137.1090 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1091 +     x="0 7.3000002 11.7 16.1 18.9 23.9 28.299999 31.1 33.599998 40.299999 45.299999 50.299999 55.299999 58 62.5"
137.1092 +     y="0"
137.1093 +     sodipodi:role="line"
137.1094 +     id="tspan730">Decide: Bubble?</tspan></text>
137.1095 +
137.1096 +</g><g
137.1097 +       id="g732"><path
137.1098 +         d="m 455.4,536.6 0,-39.5"
137.1099 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
137.1100 +         id="path734"
137.1101 +         inkscape:connector-curvature="0" /></g><g
137.1102 +       id="g736" /><g
137.1103 +       id="g738"><text
137.1104 +   transform="matrix(1,0,0,-1,486.5,558.5)"
137.1105 +   id="text740"><tspan
137.1106 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1107 +     x="0 6.6999998 10 14.4"
137.1108 +     y="0"
137.1109 +     sodipodi:role="line"
137.1110 +     id="tspan742">Brch</tspan></text>
137.1111 +
137.1112 +</g><g
137.1113 +       id="g744"><text
137.1114 +   transform="matrix(1,0,0,-1,461.5,547.3)"
137.1115 +   id="text746"><tspan
137.1116 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1117 +     x="0 4.5 9.3999996 14.4 17.200001 19.700001 22.200001 27.799999 34.400002 39.400002 41.900002 47.599998 50.099998 53.400002 61.099998"
137.1118 +     y="0"
137.1119 +     sodipodi:role="line"
137.1120 +     id="tspan748">cont. PC1 + Imm</tspan></text>
137.1121 +
137.1122 +</g><g
137.1123 +       id="g750"><path
137.1124 +         d="m 401.5,695.5 0,-39.5"
137.1125 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
137.1126 +         id="path752"
137.1127 +         inkscape:connector-curvature="0" /></g><g
137.1128 +       id="g754"><path
137.1129 +         d="m 395.9,377.7 0,-39.4"
137.1130 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
137.1131 +         id="path756"
137.1132 +         inkscape:connector-curvature="0" /></g><g
137.1133 +       id="g758" /><g
137.1134 +       id="g760"><text
137.1135 +   transform="matrix(1,0,0,-1,112.6,524.4)"
137.1136 +   id="text762"><tspan
137.1137 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1138 +     x="0 3.9000001 11.1 17.299999 19.700001 21.700001 24.200001 30.9 35.900002 43.099998 49.200001 51.799999 53.700001 56.200001 60.099998 67.300003 73.400002"
137.1139 +     y="0"
137.1140 +     sodipodi:role="line"
137.1141 +     id="tspan764">JAL | B*AL | JALR</tspan></text>
137.1142 +
137.1143 +</g><g
137.1144 +       id="g766"><text
137.1145 +   transform="matrix(1,0,0,-1,87.6,513.2)"
137.1146 +   id="text768"><tspan
137.1147 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1148 +     x="0 5 10 12.5 14.4 16.9 24.700001 31.4 36.400002 38.900002 44.5 47 52.5 59.200001 64.300003 66.699997 72.400002 74.900002 81 86 91 93.5 96.199997 101.2 103.7 110.4 114.9 119.9"
137.1149 +     y="0"
137.1150 +     sodipodi:role="line"
137.1151 +     id="tspan770">31 | &amp;Rd + PC1 + Thd to RegF</tspan></text>
137.1152 +
137.1153 +</g><g
137.1154 +       id="g772" /><g
137.1155 +       id="g774"><text
137.1156 +   transform="matrix(1,0,0,-1,117.6,502)"
137.1157 +   id="text776"><tspan
137.1158 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1159 +     x="0 3.3 10.6 13.8 16.6 19.4 23.799999 26.299999 31.299999 36.299999 40.700001 44 48.5 51.200001 54 59 64"
137.1160 +     y="0"
137.1161 +     sodipodi:role="line"
137.1162 +     id="tspan778">(write operation)</tspan></text>
137.1163 +
137.1164 +</g><g
137.1165 +       id="g780" /><g
137.1166 +       id="g782"><text
137.1167 +   transform="matrix(1,0,0,-1,203.4,127.2)"
137.1168 +   id="text784"><tspan
137.1169 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1170 +     x="0 7.1999998 13.4 20.6 23.9 31.6 39.299999 41.799999 43.700001 46.200001 52.400002 59.599998"
137.1171 +     y="0"
137.1172 +     sodipodi:role="line"
137.1173 +     id="tspan786">ALUImm | LUI</tspan></text>
137.1174 +
137.1175 +</g><g
137.1176 +       id="g788" /><g
137.1177 +       id="g790"><text
137.1178 +   transform="matrix(1,0,0,-1,190.9,116)"
137.1179 +   id="text792"><tspan
137.1180 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1181 +     x="0 6.0999999 11.1 17.799999 22.200001 26.1 28.6 34.200001 36.700001 44.5 51.200001 53.900002 56.400002 62 64.599998 70.699997 75.699997 80.699997"
137.1182 +     y="0"
137.1183 +     sodipodi:role="line"
137.1184 +     id="tspan794">ExRes + &amp;Rt + Thd </tspan></text>
137.1185 +
137.1186 +</g><g
137.1187 +       id="g796" /><g
137.1188 +       id="g798"><text
137.1189 +   transform="matrix(1,0,0,-1,200.9,104.8)"
137.1190 +   id="text800"><tspan
137.1191 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1192 +     x="0 2.7 7.6999998 10.3 16.9 21.4 26.4 31.9 34.400002 37.700001 45 48.299999 51 53.799999 58.200001"
137.1193 +     y="0"
137.1194 +     sodipodi:role="line"
137.1195 +     id="tspan802">to RegF (write)</tspan></text>
137.1196 +
137.1197 +</g><g
137.1198 +       id="g804" /><g
137.1199 +       id="g806"><text
137.1200 +   transform="matrix(1,0,0,-1,404.5,359.7)"
137.1201 +   id="text808"><tspan
137.1202 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1203 +     x="0 6.0999999 13.4 16.700001 19.200001 21.1 23.6 29.700001 34.700001 37.200001 39.200001 41.700001 47.200001"
137.1204 +     y="0"
137.1205 +     sodipodi:role="line"
137.1206 +     id="tspan810">LUI | Ld | St</tspan></text>
137.1207 +
137.1208 +</g><g
137.1209 +       id="g812"><text
137.1210 +   transform="matrix(1,0,0,-1,399.5,348.5)"
137.1211 +   id="text814"><tspan
137.1212 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1213 +     x="0 7.1999998 13.4 20.6 27.9 32.900002 35.400002 41 44.299999 46.799999 51.200001 56.200001"
137.1214 +     y="0"
137.1215 +     sodipodi:role="line"
137.1216 +     id="tspan816">ALUOp &lt;- add</tspan></text>
137.1217 +
137.1218 +</g><g
137.1219 +       id="g818" /><g
137.1220 +       id="g820"><text
137.1221 +   transform="matrix(1,0,0,-1,115.6,439.1)"
137.1222 +   id="text822"><tspan
137.1223 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1224 +     x="0 6.0999999 13.4"
137.1225 +     y="0"
137.1226 +     sodipodi:role="line"
137.1227 +     id="tspan824">LUI</tspan></text>
137.1228 +
137.1229 +</g><g
137.1230 +       id="g826"><text
137.1231 +   transform="matrix(1,0,0,-1,90.6,427.9)"
137.1232 +   id="text828"><tspan
137.1233 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1234 +     x="0 7.3000002 12.2 19.5 22 27.6 30.9 33.400002 36.700001 44.400002 52.099998 54.599998 62.400002 64.900002"
137.1235 +     y="0"
137.1236 +     sodipodi:role="line"
137.1237 +     id="tspan830">OpA &lt;- Imm &amp; 0</tspan></text>
137.1238 +
137.1239 +</g><g
137.1240 +       id="g832" /><g
137.1241 +       id="g834"><text
137.1242 +   transform="matrix(1,0,0,-1,108,478.9)"
137.1243 +   id="text836"><tspan
137.1244 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1245 +     x="0 3.9000001 6.4000001 8.3000002 10.8 14.7 21.9"
137.1246 +     y="0"
137.1247 +     sodipodi:role="line"
137.1248 +     id="tspan838">J | JAL</tspan></text>
137.1249 +
137.1250 +</g><g
137.1251 +       id="g840"><text
137.1252 +   transform="matrix(1,0,0,-1,90.5,467.7)"
137.1253 +   id="text842"><tspan
137.1254 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1255 +     x="0 3.3 8.3000002 12.2 14.9 18.299999 25.5 30.5 35.5 40 42.400002 46.299999 50.799999 55.799999"
137.1256 +     y="0"
137.1257 +     sodipodi:role="line"
137.1258 +     id="tspan844">InstrDone sent</tspan></text>
137.1259 +
137.1260 +</g><g
137.1261 +       id="g846"><path
137.1262 +         d="m 163.4,457.4 0,-39.5"
137.1263 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
137.1264 +         id="path848"
137.1265 +         inkscape:connector-curvature="0" /></g><g
137.1266 +       id="g850"><text
137.1267 +   transform="matrix(1,0,0,-1,345.6,478.9)"
137.1268 +   id="text852"><tspan
137.1269 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1270 +     x="0 7.3000002 12.2 15 19.4 22.200001 24.700001 29.1 34.099998 38.599998 43 48 50.5 53.299999 58.299999 60.700001 64.099998 66.800003 71.800003 76.300003 79 81.5 86.5 90.900002 94.800003 97.599998 102.6 107.6 110.1 112.8 116.1 118.6 123.1 128.10001 133.10001 138.10001 143.10001 148.10001 150.60001 154.39999 157.2 161.60001 166.60001 171.10001"
137.1271 +     y="0"
137.1272 +     sodipodi:role="line"
137.1273 +     id="tspan854">Note: check in final design if enough stages</tspan></text>
137.1274 +
137.1275 +</g><g
137.1276 +       id="g856" /><g
137.1277 +       id="g858"><text
137.1278 +   transform="matrix(1,0,0,-1,360.6,467.7)"
137.1279 +   id="text860"><tspan
137.1280 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1281 +     x="0 2.7 7.6999998 10.3 16.4 21.4 26.4 33.599998 36.099998 39.400002 44.400002 47.799999 50.299999 54.099998 61.400002 67.5 70 77.199997 80.599998 83.300003 86.099998 90.5 93 95.699997 100.7 103.2 107.7 112.7 120.4 125.4 128.10001 132.60001 135.3"
137.1282 +     y="0"
137.1283 +     sodipodi:role="line"
137.1284 +     id="tspan862">in ThdU for JAL write to complete</tspan></text>
137.1285 +
137.1286 +</g><g
137.1287 +       id="g864"><text
137.1288 +   transform="matrix(1,0,0,-1,385.4,518.5)"
137.1289 +   id="text866"><tspan
137.1290 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1291 +     x="0 6.0999999 13.4 16.700001 19.200001 21.1 23.6 30.299999 33.599998 38.099998 43.099998 48.099998 54.700001 59.200001"
137.1292 +     y="0"
137.1293 +     sodipodi:role="line"
137.1294 +     id="tspan868">LUI | Brch1Reg</tspan></text>
137.1295 +
137.1296 +</g><g
137.1297 +       id="g870" /><g
137.1298 +       id="g872"><text
137.1299 +   transform="matrix(1,0,0,-1,400.4,507.3)"
137.1300 +   id="text874"><tspan
137.1301 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1302 +     x="0 7.6999998 14.4 17.200001 19.700001 25.299999 27.799999"
137.1303 +     y="0"
137.1304 +     sodipodi:role="line"
137.1305 +     id="tspan876">&amp;Rt = 0</tspan></text>
137.1306 +
137.1307 +</g><g
137.1308 +       id="g878"><path
137.1309 +         d="m 333.5,417.6 0,-39.5"
137.1310 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
137.1311 +         id="path880"
137.1312 +         inkscape:connector-curvature="0" /></g><g
137.1313 +       id="g882"><path
137.1314 +         d="m 421.4,417.5 0,-39.5"
137.1315 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
137.1316 +         id="path884"
137.1317 +         inkscape:connector-curvature="0" /></g><g
137.1318 +       id="g886" /><g
137.1319 +       id="g888"><text
137.1320 +   transform="matrix(1,0,0,-1,331.1,359.6)"
137.1321 +   id="text890"><tspan
137.1322 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1323 +     x="0 6.6999998 10 14.4 19.5 24.4 31.1 35.599998"
137.1324 +     y="0"
137.1325 +     sodipodi:role="line"
137.1326 +     id="tspan892">Brch2Reg</tspan></text>
137.1327 +
137.1328 +</g><g
137.1329 +       id="g894" /><g
137.1330 +       id="g896"><text
137.1331 +   transform="matrix(1,0,0,-1,308.6,348.4)"
137.1332 +   id="text898"><tspan
137.1333 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1334 +     x="0 7.3000002 13.4 20.6 27.9 32.900002 35.400002 41 44.299999 46.799999 53.5 58.5 66.199997 71.199997 75.599998 79"
137.1335 +     y="0"
137.1336 +     sodipodi:role="line"
137.1337 +     id="tspan900">ALUOp &lt;- Compare</tspan></text>
137.1338 +
137.1339 +</g><g
137.1340 +       id="g902"><path
137.1341 +         d="m 217.2,536.6 0,-39.5"
137.1342 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
137.1343 +         id="path904"
137.1344 +         inkscape:connector-curvature="0" /></g><g
137.1345 +       id="g906"><path
137.1346 +         d="m 129.4,298.4 0,-39.5"
137.1347 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
137.1348 +         id="path908"
137.1349 +         inkscape:connector-curvature="0" /></g><g
137.1350 +       id="g910"><path
137.1351 +         d="m 407.1,655.7 0,-39.4"
137.1352 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
137.1353 +         id="path912"
137.1354 +         inkscape:connector-curvature="0" /></g><g
137.1355 +       id="g914" /><g
137.1356 +       id="g916"><text
137.1357 +   transform="matrix(1,0,0,-1,370.4,405.1)"
137.1358 +   id="text918"><tspan
137.1359 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1360 +     x="0 7.3000002 10"
137.1361 +     y="0"
137.1362 +     sodipodi:role="line"
137.1363 +     id="tspan920">All</tspan></text>
137.1364 +
137.1365 +</g><g
137.1366 +       id="g922"><text
137.1367 +   transform="matrix(1,0,0,-1,342.9,393.9)"
137.1368 +   id="text924"><tspan
137.1369 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1370 +     x="0 7.3000002 11.7 16.1 21.1 26.1 30.6 33.299999 35.799999 43.099998 49.200001 56.400002 63.700001"
137.1371 +     y="0"
137.1372 +     sodipodi:role="line"
137.1373 +     id="tspan926">Decode: ALUOp</tspan></text>
137.1374 +
137.1375 +</g><g
137.1376 +       id="g928" /><g
137.1377 +       id="g930"><text
137.1378 +   transform="matrix(1,0,0,-1,365.4,382.7)"
137.1379 +   id="text932"><tspan
137.1380 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1381 +     x="0 5 9.5 14.4 17.200001"
137.1382 +     y="0"
137.1383 +     sodipodi:role="line"
137.1384 +     id="tspan934">begin</tspan></text>
137.1385 +
137.1386 +</g><g
137.1387 +       id="g936"><path
137.1388 +         d="m 262.6,417.4 0,-39.5"
137.1389 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
137.1390 +         id="path938"
137.1391 +         inkscape:connector-curvature="0" /></g><g
137.1392 +       id="g940"><path
137.1393 +         d="m 308,655.7 0,-39.4"
137.1394 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
137.1395 +         id="path942"
137.1396 +         inkscape:connector-curvature="0" /></g><g
137.1397 +       id="g944" /><g
137.1398 +       id="g946"><text
137.1399 +   transform="matrix(1,0,0,-1,133.1,79)"
137.1400 +   id="text948"><tspan
137.1401 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1402 +     x="0 6.0999999 11.1 13.6 15.5 18 23.6"
137.1403 +     y="0"
137.1404 +     sodipodi:role="line"
137.1405 +     id="tspan950">Ld | St</tspan></text>
137.1406 +
137.1407 +</g><g
137.1408 +       id="g952"><text
137.1409 +   transform="matrix(1,0,0,-1,90.6,67.8)"
137.1410 +   id="text954"><tspan
137.1411 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1412 +     x="0 3.3 8.3000002 14.4 19.4 25 27.700001 30.200001 34.700001 39.700001 44.700001 47.200001 50.5 55.5 59.400002 62.099998 65.400002 72.699997 77.699997 82.699997 87.099998 89.599998 93.5 97.900002 102.9"
137.1413 +     y="0"
137.1414 +     sodipodi:role="line"
137.1415 +     id="tspan956">InLdSt and InstrDone sent</tspan></text>
137.1416 +
137.1417 +</g><g
137.1418 +       id="g958"><path
137.1419 +         d="m 279.6,139.5 0,-39.5"
137.1420 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
137.1421 +         id="path960"
137.1422 +         inkscape:connector-curvature="0" /></g><g
137.1423 +       id="g962"><path
137.1424 +         d="m 415.6,139.5 0,-39.5"
137.1425 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
137.1426 +         id="path964"
137.1427 +         inkscape:connector-curvature="0" /></g><g
137.1428 +       id="g966"><text
137.1429 +   transform="matrix(1,0,0,-1,170,439.1)"
137.1430 +   id="text968"><tspan
137.1431 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1432 +     x="0 6.6999998 10 14.4 19.4 24.4 31.1 35.599998 40.599998 45.5 47.5 50 56.700001 60 64.400002 69.400002 76.099998 83.400002"
137.1433 +     y="0"
137.1434 +     sodipodi:role="line"
137.1435 +     id="tspan970">Brch1Reg | BrchCOP</tspan></text>
137.1436 +
137.1437 +</g><g
137.1438 +       id="g972" /><g
137.1439 +       id="g974"><text
137.1440 +   transform="matrix(1,0,0,-1,185,427.9)"
137.1441 +   id="text976"><tspan
137.1442 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1443 +     x="0 3.3 7.6999998 11.6 16.6 19.4 24.4 28.799999 31.299999 36.299999 39.599998 44 49.099998 53.5"
137.1444 +     y="0"
137.1445 +     sodipodi:role="line"
137.1446 +     id="tspan978">resolve branch</tspan></text>
137.1447 +
137.1448 +</g><g
137.1449 +       id="g980"><path
137.1450 +         d="m 262.6,457.3 0,-39.6"
137.1451 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
137.1452 +         id="path982"
137.1453 +         inkscape:connector-curvature="0" /></g><g
137.1454 +       id="g984" /><g
137.1455 +       id="g986"><text
137.1456 +   transform="matrix(1,0,0,-1,169.4,405)"
137.1457 +   id="text988"><tspan
137.1458 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1459 +     x="0 6.6999998 10 14.4 19.4 24.4 31.1 35.599998 40.599998 43.099998 45 47.5 54.200001 57.5 61.900002 66.900002 73.599998 80.900002"
137.1460 +     y="0"
137.1461 +     sodipodi:role="line"
137.1462 +     id="tspan990">Brch1Reg | BrchCOP</tspan></text>
137.1463 +
137.1464 +</g><g
137.1465 +       id="g992"><text
137.1466 +   transform="matrix(1,0,0,-1,164.4,393.8)"
137.1467 +   id="text994"><tspan
137.1468 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1469 +     x="0 7.3000002 11.7 18.9 24.5 31.200001 33.700001 39.299999 42.599998 45.099998 50.700001 57.400002 62.400002 64.900002 67.599998 71 73.5 76.800003 81.199997 83.900002 87.800003 92.199997"
137.1470 +     y="0"
137.1471 +     sodipodi:role="line"
137.1472 +     id="tspan996">NewPC &lt;- PC1 if false </tspan></text>
137.1473 +
137.1474 +</g><g
137.1475 +       id="g998"><text
137.1476 +   transform="matrix(1,0,0,-1,164.4,382.6)"
137.1477 +   id="text1000"><tspan
137.1478 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1479 +     x="0 7.3000002 11.7 18.9 24.5 31.200001 33.700001 39.299999 42.599998 45.099998 50.700001 57.400002 62.400002 64.900002 67.599998 71 73.5 76.199997 79.5 84.5"
137.1480 +     y="0"
137.1481 +     sodipodi:role="line"
137.1482 +     id="tspan1002">NewPC &lt;- PC2 if true</tspan></text>
137.1483 +
137.1484 +</g><g
137.1485 +       id="g1004" /><g
137.1486 +       id="g1006"><text
137.1487 +   transform="matrix(1,0,0,-1,210.1,637.9)"
137.1488 +   id="text1008"><tspan
137.1489 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1490 +     x="0 7.3000002 10"
137.1491 +     y="0"
137.1492 +     sodipodi:role="line"
137.1493 +     id="tspan1010">All</tspan></text>
137.1494 +
137.1495 +</g><g
137.1496 +       id="g1012"><text
137.1497 +   transform="matrix(1,0,0,-1,182.6,626.7)"
137.1498 +   id="text1014"><tspan
137.1499 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1500 +     x="0 6.6999998 11.7 16.700001 19.5 22.200001 27.200001 32.200001 36.599998 39.099998 44.099998 48.599998 53 58 63"
137.1501 +     y="0"
137.1502 +     sodipodi:role="line"
137.1503 +     id="tspan1016">Continue decode</tspan></text>
137.1504 +
137.1505 +</g><g
137.1506 +       id="g1018"><path
137.1507 +         d="m 254.1,655.7 0,-39.4"
137.1508 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
137.1509 +         id="path1020"
137.1510 +         inkscape:connector-curvature="0" /></g><g
137.1511 +       id="g1022" /><g
137.1512 +       id="g1024"><text
137.1513 +   transform="matrix(1,0,0,-1,329.9,598.1)"
137.1514 +   id="text1026"><tspan
137.1515 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1516 +     x="0 7.3000002 10"
137.1517 +     y="0"
137.1518 +     sodipodi:role="line"
137.1519 +     id="tspan1028">All</tspan></text>
137.1520 +
137.1521 +</g><g
137.1522 +       id="g1030"><text
137.1523 +   transform="matrix(1,0,0,-1,307.4,586.9)"
137.1524 +   id="text1032"><tspan
137.1525 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1526 +     x="0 5.5 8.3000002 13.3 16.1 19.9 24.9 27.4 32.400002 36.900002 41.299999 46.299999 51.299999"
137.1527 +     y="0"
137.1528 +     sodipodi:role="line"
137.1529 +     id="tspan1034">Finish decode</tspan></text>
137.1530 +
137.1531 +</g><g
137.1532 +       id="g1036"><path
137.1533 +         d="m 370.4,616.1 0,-39.5"
137.1534 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
137.1535 +         id="path1038"
137.1536 +         inkscape:connector-curvature="0" /></g><g
137.1537 +       id="g1040"><text
137.1538 +   transform="matrix(1,0,0,-1,87.9,47.7)"
137.1539 +   id="text1042"><tspan
137.1540 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1541 +     x="0 7.3000002 12.2 15 19.4 22.200001 24.700001 31.9 36.400002 39.099998 41.900002 44.400002 49.400002 54.400002 57.099998 59.900002 62.599998 65.099998 67.900002 72.900002 76.800003 79.5 82.800003 87.800003 92.199997 95 97.699997 102.8 107.7 110.2 114.7 119.1 121.9 126.9 131.3 134.10001 136.8 141.89999 144.39999 152.10001 156.60001 161.60001 166 169.89999 172.39999 175.10001 177.89999 180.39999 183.10001 188.10001 190.89999 195.89999 198.39999 204.5 209.5 215.10001 217.8 225.10001 230.10001 232.8 235.60001 238.10001 243.10001 247.5 250.8 255.8 259.10001 263.60001 266.10001 269.89999 274.39999 279.39999 284.39999 287.10001 292.10001 297.10001 299.60001 302.89999 307.89999 314.10001 319.10001 324.60001 327.39999 329.89999 333.20001 338.79999 341.29999 347.39999 352.39999 356.89999 361.29999 366.29999 369.10001 371.79999 376.79999 381.79999"
137.1542 +     y="0"
137.1543 +     sodipodi:role="line"
137.1544 +     id="tspan1044">Note: wait until instruction actually makes it into LdStUnit before sending InLdSt -&gt; Exceptions</tspan></text>
137.1545 +
137.1546 +</g><g
137.1547 +       id="g1046"><path
137.1548 +         d="m 333.5,338 0,-39.5"
137.1549 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
137.1550 +         id="path1048"
137.1551 +         inkscape:connector-curvature="0" /></g><g
137.1552 +       id="g1050"><text
137.1553 +   transform="matrix(1,0,0,-1,238,478.7)"
137.1554 +   id="text1052"><tspan
137.1555 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1556 +     x="0 6.6999998 10 14.4 19.4 24.4 31.1 35.599998 40.599998 45.5 47.5 50 56.700001 60 64.400002 69.400002 76.099998 83.400002"
137.1557 +     y="0"
137.1558 +     sodipodi:role="line"
137.1559 +     id="tspan1054">Brch1Reg | BrchCOP</tspan></text>
137.1560 +
137.1561 +</g><g
137.1562 +       id="g1056" /><g
137.1563 +       id="g1058"><text
137.1564 +   transform="matrix(1,0,0,-1,250.5,467.5)"
137.1565 +   id="text1060"><tspan
137.1566 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1567 +     x="0 7.3000002 11.7 16.1 21.1 26.1 30.6 33 38.099998 41.400002 45.799999 50.799999 58.099998"
137.1568 +     y="0"
137.1569 +     sodipodi:role="line"
137.1570 +     id="tspan1062">Decode brchOp</tspan></text>
137.1571 +
137.1572 +</g><g
137.1573 +       id="g1064"><path
137.1574 +         d="m 330.6,497 0,-39.5"
137.1575 +         style="fill:none;stroke:#000000;stroke-width:0.73580003;stroke-linecap:butt;stroke-linejoin:round;stroke-miterlimit:10;stroke-opacity:1;stroke-dasharray:none"
137.1576 +         id="path1066"
137.1577 +         inkscape:connector-curvature="0" /></g><g
137.1578 +       id="g1068"><text
137.1579 +   transform="matrix(1,0,0,-1,320.1,82)"
137.1580 +   id="text1070"><tspan
137.1581 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1582 +     x="0 7.1999998 12.2 15 19.4 22.200001 24.700001 29.1 34.099998 38.5 43 48 50.5 53.299999 58.200001 60.700001 64.099998 66.800003 71.800003 76.199997 79 81.5 86.5 90.900002 94.800003 97.599998 102.5 107.6 110.1 112.8 116.1 118.6 123 128.10001 133 138.10001 143.10001 148 150.60001 154.39999 157.2 161.60001 166.60001 171.10001"
137.1583 +     y="0"
137.1584 +     sodipodi:role="line"
137.1585 +     id="tspan1072">Note: check in final design if enough stages</tspan></text>
137.1586 +
137.1587 +</g><g
137.1588 +       id="g1074" /><g
137.1589 +       id="g1076"><text
137.1590 +   transform="matrix(1,0,0,-1,345.1,70.8)"
137.1591 +   id="text1078"><tspan
137.1592 +     style="font-size:10px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1593 +     x="0 2.7 7.6999998 10.3 16.4 21.4 26.4 33.599998 36.099998 39.400002 44.400002 47.799999 50.200001 59.700001 66.400002 68.900002 71.699997 76.699997 79.199997 83.599998 88.599998 96.300003 101.3 104 108.5 111.2"
137.1594 +     y="0"
137.1595 +     sodipodi:role="line"
137.1596 +     id="tspan1080">in ThdU for WB to complete</tspan></text>
137.1597 +
137.1598 +</g><g
137.1599 +       id="g1082"><text
137.1600 +   transform="matrix(1,0,0,-1,28.6,31.5)"
137.1601 +   id="text1084"><tspan
137.1602 +     style="font-size:12px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1603 +     x="0 6 9.3000002 15.3 21.299999 24.6 30.6"
137.1604 +     y="0"
137.1605 +     sodipodi:role="line"
137.1606 +     id="tspan1086">6/16/03</tspan></text>
137.1607 +
137.1608 +</g><g
137.1609 +       id="g1088">
137.1610 +</g><g
137.1611 +       id="g1094"><text
137.1612 +   transform="matrix(1,0,0,-1,318.8,27.3)"
137.1613 +   id="text1096"><tspan
137.1614 +     style="font-size:12px;font-variant:normal;font-weight:normal;writing-mode:lr-tb;fill:#000000;fill-opacity:1;fill-rule:nonzero;stroke:none;font-family:Times New Roman;-inkscape-font-specification:TimesNewRomanPSMT"
137.1615 +     x="0"
137.1616 +     y="0"
137.1617 +     id="tspan1098">3</tspan></text>
137.1618 +
137.1619 +</g></g></svg>
137.1620 \ No newline at end of file
   138.1 Binary file 1__Presentations/12__LPGPU_Arch/figures/Worker_Core.pdf has changed
   139.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
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