Kuching | Jan-15 | Feasibility of DC-microgrid For Off-grid Communities Electrification
How the Linux and Grid Communities can Build the Next-Generation Internet Platform
description
Transcript of How the Linux and Grid Communities can Build the Next-Generation Internet Platform
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Network for Earthquake Engineering Simulation
Field Equipment
Laboratory Equipment
Remote Users
Remote Users: (K-12 Faculty and Students)
High-Performance Network(s)
Instrumented Structures and Sites
Leading Edge Computation
Curated Data Repository
Laboratory Equipment (Faculty and Students)
Global Connections(fully developed FY 2005 FY 2014)
(Faculty, Students, Practitioners)
12/06/01 MRE Panel
*[email protected] CHICAGO
Grid Technologies& CommunityGrid technologies developed since mid-90s Product of work on resource sharing for scientific collaboration; commercial adoptionOpen source Globus Toolkit has emerged as a de facto standardInternational community of contributors Thousands of deployments worldwideCommercial support providersGlobal Grid Forum serves as a community and standards bodyHome to recent OGSA work
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The Emergence ofOpen Grid StandardsIncreased functionality,standardizationCustomsolutions19901995200020052010
*[email protected] CHICAGO
Open Grid Services Infrastructure (OGSI)Service registryService requestor (e.g. user application)Service factoryCreate ServiceGrid Service HandleResource allocation Service instancesRegister ServiceService discoveryInteractions standardized using WSDL and SOAPService data Keep-alives Notifications Service invocationAuthentication & Authorization are applied to all requests
*[email protected] CHICAGO
Open Grid Services ArchitectureOGSAOGSI: Interface to Grid Infrastructure Applications in Problem Domain X Compute, Data & Storage Resources Distributed Application & Integration Technology for Problem Domain X Users in Problem Domain X Virtual Integration Architecture Generic Virtual Service Access and Integration Layer -
*[email protected] CHICAGO
But Its Not Turtles All the Way DownOur ability to deliver virtualized services efficiently and with desired QoX ultimately depends on the underlying platform!At multiple levels, including but not limited toDynamic provisioning & resource managementReliability, availability, manageabilityPerformance and parallelismNew demands on the OS in each area
*[email protected] CHICAGO
(1) Dynamic ProvisioningStatic provisioning dedicates resourcesTypical of co-lo hostingReprovision manually as neededBut load is dynamicMust overprovision for surgesHigh variable cost of capacityNeed dynamic provisioning to achieve true economies of scaleLoad multiplexingTradeoff cost vs. qualityService level agreementsDynamic resource recruitment
*[email protected] CHICAGO
Load Is Dynamicibm.com external site February 2001 Daily fluctuations (3x) Workday cycle Weekends offWorld Cup soccer site May-June 1998 Seasonal fluctuations Event surges (11x) ita.ee.lbl.gov M T W Th F S S Week 6 7 8
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382
377
373
452
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1521
1990
1233
1077
1116
789
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1315
1073
466
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338
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226
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323
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304
265
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268
276
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289
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418
456
528
932
1039
672
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828
758
404
312
311
305
266
245
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337
397
430
482
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931
636
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404
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904
1693
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565
649
1012
1279
571
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384
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450
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1702
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1056
484
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throughput
Time (two months)
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worldcup-trace
throughput
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2119
2217
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2414
258
269
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287
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377
387
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408
4110
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489
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527
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547
557
567
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6510
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729
738
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1047
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11121
11225
11327
11428
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11725
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11923
12011
12118
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13016
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13221
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15012
15111
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19024
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1969
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2008
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1353279
worldcup-trace
throughput
Time (two months)
Throughput (requests/s)
*[email protected] CHICAGO
For Example:Energy-Conscious ProvisioningLight load: concentrate traffic on a minimal set of serversStep down surplus servers to low-power stateAPM and ACPIActivate surplus servers on demandWake-On-LANBrowndown: provision for a specified energy targetEven smarter: also manage air conditioning
*[email protected] CHICAGO
Power Management via MUSE:IBM Trace Run (Before)1 msThroughput (requests/s)Power draw (watts) Latency (ms*50) MUSE: Jeff Chase et al., Duke University (SOSP 2003)
Chart1
826.526217.36713.35
887.537217.41713.65
875.262211.68316.7
844.774210.91710.6
886.191211.0516.85
956.373212.116
893.598211.7518.4
906.057208.13318.45
876.276214.13313.45
848.83217.21714.1
866.047212.18311.2
854.882213.56718.8
842.133211.58315.6
838.22213.98314.35
832.483213.730.75
815.072205.5528.55
749.812211.43324.8
767.083211.63323.9
744.272208.11715.85
738.038207.8515
772.836207.51712.7
802.271206.66722.45
709.771201.33320.8
801.53203.06720.75
812.453208.81711.2
816.317209.16711.15
843.597209.13310.25
900210.38314.05
996.197213.113.6
996.29210.28310.6
1022.476196.53315.95
1084.533193.73316.05
1109.475209.6677.25
1067.65212.98311.95
1106.803218.2513.4
1060.693206.917.45
1124.631223.01723.35
1086.908215.219.4
1037.53212.9533.05
1059.429219.16733.6
1064.035214.719.95
1114.91218.333.6
1123.087216.78322.25
1184.516216.43328.95
1224.936214.63314.45
1321.141212.43321.6
1359.283212.86727.6
1479.282214.96732.95
1622.523210.36725.35
1718.00121419.85
1781.302209.13321
1866.142213.93326.3
1979.175220.128.7
1966.477219.56735.85
1989.874219.46746.95
2016.323211.01755.05
2006.134225.11750.25
2024.805229.08353.75
1943.719231.2552.75
1923.12122443.85
1892.601224.16745.6
1842.223239.51747.1
1772.855237.48342.2
1833.788235.83346.05
1850.372230.58347.9
1830.467233.76742.3
1827.375236.0543.4
1880.784233.31741.5
1959.341233.18343.95
1878.794222.83350.3
1903.902225.242.85
1829.109225.5550.3
1811.76222.41743.25
1771.12229.78348.85
1756.863234.550.05
1781.973227.36745.75
1726.99227.947.5
1652.95218.91742.45
1498.406231.58345.2
1512.62231.7544.75
1431.234226.9542.65
1338.416223.742.1
1310.187198.9548.2
1188.292206.56749.95
1235.247212.3546.05
1431.234226.9545.15
1338.416223.745.3
1310.187198.9542.55
1188.292206.56752.5
1235.247212.3550.2
1134.8211.1547.75
1078.588191.7562.1
1133.174191.9548.05
1119.52191.36750.55
1071.731196.746.25
1089.967215.83335.4
1088.98219.36733.65
1125.54721236.05
1089.56721521.95
1021.449209.5528
1033.11217.48326.35
1028.769215.28323.3
987.189209.63315
938.68919612.7
931.563213.48322.45
909.945217.98320.8
870.584215.320.75
814.741215.41711.2
817.432213.73311.15
780.194207.410.25
753.819213.53314.05
795.339207.3513.6
758.562209.13310.6
779.811213.36715.95
848.386212.116.05
824.047203.87.25
849.907210.66711.95
893.6320713.4
936.955208.5517.45
1025.708207.823.35
1013.33211.319.4
1057.602209.76733.05
1026.14208.13333.6
1075.24209.11719.95
1079.748213.33333.6
1061.807215.422.25
1087.016213.8528.95
1092.004209.96714.45
1075.461216.6521.6
1072.645212.18327.6
1058.698208.13332.95
1093.213205.81725.35
1057.752209.0519.85
1023.653216.23321
1105.443213.2526.3
1164.528216.71728.7
1195.245218.2535.85
1233.981210.1546.95
1399.67212.98355.05
1455.773211.73350.25
1595.24211.56753.75
1742.723217.96752.75
1704.557214.23343.85
1826.926223.21745.6
1803.615224.747.1
1916.7723142.2
1917.72723146.05
2009.067226.0547.9
2003.698234.01742.3
2039.527215.6543.4
1958.558220.33341.5
1888.852220.843.95
1839.249231.88350.3
1848.954225.13342.85
1790.777225.5550.3
1805.771233.71743.25
1727.972232.48348.85
1753.315235.13350.05
1851.767228.76745.75
1849.723228.23347.5
1852.42232.81742.45
1853.536227.345.2
1796.655221.46744.75
1841.48219.48342.65
1739.337222.53342.1
1825.647226.41748.2
1795.216221.03349.95
1722.038228.83346.05
1741.384234.61745.15
1677.314231.33345.3
1578.848231.942.55
1484.486223.03352.5
1450.318231.750.2
1418.989224.3547.75
1295.421362.1
1251.444212.73348.05
1231.926223.91750.55
1144.398227.06746.25
1151.186223.835.4
1166.705216.73333.65
1131.549216.28336.05
1159.729212.11721.95
1112.055208.78328
1082.823213.726.35
1076.862214.8523.3
1117.418205.68326.25
1089.387212.420
1016.826216.78315.6
1009.32211.6515.9
1029.821210.6523.95
1035.103216.2526.05
971.038214.03315.75
928.939211.23319.85
880.344215.83313.55
844.585203.68313.6
874.938209.78313.8
859.261210.63313.95
822.334213.23310.9
780.411211.1677.65
811.486210.7337
790.438210.256.4
802.905211.9338.05
823.3592159.2
861.191212.859.05
880.337213.03311.65
875.498205.31714.75
910.8210.71722.4
996.344210.81719.25
972.038207.16715.95
977.59209.41716.15
1019.789212.38315
1065.735214.916.6
1088.797209.914.9
1105.6201.9518.95
1086.385203.6521.5
1083.869218.26731.6
1007.211213.6519.25
955.395214.51715.9
1006.578214.716.5
991.776211.86714.15
1057.682212.823.25
1079.52215.66718.15
1093.425211.81717.9
1116.281216.3517.6
1153.061206.01722.05
1275.767207.26744.3
1281.973208.88345.5
1435.695210.56752.65
1509.271208.253.45
1624.284212.06751.55
1786.568218.23352.85
1766.173215.11753
1889.276214.4545.3
1965.999216.41742
1948.914225.23347.5
1945.31821751.95
2000.323219.03347.8
1936.988219.548.7
1960.886226.540.1
1974.181228.5546.05
1853.805230.6546.85
1844.483245.36741.7
1897.5247.28347.8
1779.994240.88341
1738.083231.13349.7
1817.218233.46746.45
1813.312238.41745.65
1878.338234.58342.4
1854.275239.640.25
1827.82522647.65
1868.098229.0549.25
1851.821228.33348.55
1820.276220.08342.45
1774.129223.06749.6
1808.447238.53347
1738.596232.98348.8
1782.347226.91743.2
1713.361233.53346.05
1648.561217.88340.1
1555.737210.33349.7
1462.7220945.5
1415.407220.93349.25
1319.963230.1554.2
1269.342230.88358.4
1211.492223.150.8
1125.685231.11746.15
1198.938229.730.75
1150.862217.81730.35
1079.864226.23319.1
1145.019218.423.05
1090.621210.81724.25
1097.929218.91719.95
1082.861216.16716.25
1084.15921616.1
1036.409214.11715.7
1001.219221.3516.65
935.445217.512.05
970.045212.412.25
962.876212.21716
907.521218.91714
951.281216.66720.1
898.809208.43317.95
897.117218.18316.25
853.276216.612.6
807.484214.759.9
777.091215.47.4
783.707217.356.5
759.406215.8836.4
768.9672017.4
748.949200.2176.45
833.935196.81713.05
811.881201.559.1
850.913208.510.95
859.941210.814.35
908.972208.31712.35
938.463208.23319
985.396207.58315.85
1019.837207.98312.7
1016.092212.36711.9
1077.266208.66715.55
1070.452212.01722.9
1035.832210.78319.05
1055.853206.517.45
1051.714205.91717.85
1100.859211.3521.75
1075.275220.98325.4
1068.785208.5526.95
1027.054214.63322.85
1052.83212.38320.4
1036.035216.6515.95
1080.924212.63321.35
1071.584218.43313.05
1127.65521026
1224.159212.5535.65
1245.289213.76745.35
1387.624219.36744.05
1483.958219.78351.25
1529.69222250.8
1642.046215.0550.55
1746.066205.78346.05
1823.382209.71738.25
1892.016218.8538.9
1960.367218.73343.75
1867.307213.81748.65
1985.484221.23341.55
1979.60321243.2
2024.669220.81742.55
2069.691231.21734.95
1922.585224.7543.5
1901.004224.541.55
1886.713231.58339.85
1815.574228.639.6
1800.99222.637.1
1779.542230.440.55
1799.696240.73344.45
1768.867234.88343.7
1804.559263.2545.4
1839.21233.21743.9
1788.026237.48344.85
1840.521237.16747.95
1798.13223.66745.7
1747.912227.16741.25
1728.088229.73341.75
1743.814233.28344
1809.612236.03338.35
1656.823226.81742.85
1608.86222643.7
1539.1229.28346
1516.514216.76739.65
1415.15217.748.35
1390.242233.73344.7
1342.882220.749.2
1251.482224.53354.65
1267.26235.3547.8
1266.558230.43356.75
1212.016223.01742
1172.33218.740.5
1094.608228.126.2
1044.864224.06717.85
1000.066224.5514.4
1000.983213.73311.1
986.316216.46715.4
1042.729215.08314.8
977.52233.61716.2
976.165226.53316.05
935.145229.98316.1
910.061227.815.55
868.915222.33312.35
844.851213.712.1
842.135218.710.95
780.789216.4511.55
813.455218.89.3
766.837223.757.25
739.595216.7835.75
723.606215.1335.4
703.894215.6335.55
697.258209.7836.65
730.357212.5337.6
759.423206.1838.15
745.649208.557.55
737.223204.556.55
747.871209.4339.4
758.261212.91710.75
830.973204.51717.55
917.033207.01710.05
906.36205.9511.8
905.424207.458
920.461207.7179
966.767211.71712.1
1005.855205.118.05
959.68207.8515.05
1021.192210.48319.3
996.61205.68326.45
1086.328216.18318.1
971.705213.66724.35
929.028214.78315.95
991.69521319.15
963.498215.610.9
967.59213.9838.85
995.857210.96711.4
1061.102210.73316.9
1065.555214.73317.5
1176.699215.925.7
1217.363221.71734.75
1336.195211.346.55
1480.207221.148.25
1482.973212.6551.45
1599.569213.547.65
1657.978215.01747.95
1719.827207.88343.8
1750.451214.23340.3
1770.31215.61741.55
1865.409213.5543.25
1791.378205.36745.7
1827.901216.647.2
1780.051214.6541.95
1749.13721742.75
1683.037222.68338.4
1628.136226.93340.2
1638.408228.08350.3
1620.983218.96743.3
1562.905235.66748.15
1601.84234.3547.45
1633.266236.16746.5
1632.124231.9546.4
1627.161233.48346.6
1699.055229.0546.2
1666.498225.98337.35
1683.42219.23339.55
1620.06121938.35
1655.543231.16745.6
1575.373227.543.7
1566.265225.8540.9
1574.443224.38342.1
1540.535221.140.65
1456.12224.93345.15
1355.275222.03346.05
1297.038220.2549
1219.423217.03344.8
1159.641221.43338
1089.39210.934.1
1038.642227.826.85
1000.513219.13331.3
1002.646216.918.75
903.442221.11719.75
861.561219.68315.4
873.403218.11710.1
814.123219.26.9
797.615228.9835.9
771.91215.5336.1
797.418215.2176.1
832.715211.0837.9
770.519213.2838
761.715213.8337.15
744.368213.6676.7
719.432217.66.2
743.145213.557.6
701.842208.48.9
750.55214.9838.9
680.75214.4338
704.3382225.8
657.284214.855.4
634.968209.2675.15
598.107204.5174.55
599.483210.74.6
608.59208.6174.9
561.203205.9334.6
583.956210.7335
594.991211.7335.1
571.602211.2174.8
514.391206.64.55
513.529202.0174.4
522.074203.74.55
556.277208.355.1
543.235206.0835.45
512.217200.6674.2
562.928205.3834.4
521.115204.8834.1
519.685205.4834.2
510.46208.8674.1
556.795212.2834.4
537.718204.14.6
547.019205.654.4
503.93201.854.35
530.049204.354.45
546.141206.954.65
570.109207.8174.95
562.288202.4175.5
560.765205.2174.3
571.434205.1674.45
588.674207.2834.65
601.552205.7834.7
600.564204.4834.85
642.145204.2675.2
669.093205.56.15
702.366206.1675.5
712.569206.2179.05
719.834203.98.85
776.878204.8176.65
787.989207.6836.1
789.615205.5839.55
847.274205.5839.9
873.135201.5511.65
864.954203.49.8
883.929197.33310.55
892.648203.11717.05
850.128207.98312.45
917.51209.88326.8
921.607207.9513.65
860.282208.56711.25
917.336209.5339.5
857.975212.756.6
909.496205.2338.35
944.145207.5510.45
917.145207.23310.2
878.348205.4510.75
887.482207.96711.3
850.15209.99.9
889.917209.917.05
863.914212.612.7
868.512213.3517.8
852.371214.03313.55
832.64212.7513.9
848.244207.757.1
827.547211.2676.6
804.073218.756.5
797.699213.88.15
768.787215.5838.25
774.307215.0677.1
749.583218.7177
740.335215.956.45
736.276202.67.15
757.774213.3679.35
679.278215.46.45
681.471211.0679.6
689.785205.9837.25
678.424212.95.7
647.18210.7335.05
674.939203.5175.2
650.901203.6174.95
673.593203.355.4
622.648209.5174.75
639.055209.855.2
632.375210.55.05
637.6442105.25
655.737210.5335.8
643.61204.1175.5
603.977207.8175.8
591.958213.7835.1
591.165207.455.45
554.3208.8334.45
588.733205.64.6
572.026207.454.4
529.717206.854.2
461.055207.63.9
549.768207.5834.8
485.409204.4674.95
460.1362063.9
445.064201.2673.9
467.424206.94
460.694207.2333.95
445.465203.0173.85
446.32205.6833.8
445.425204.7333.75
463.176203.9333.85
439.972203.2833.75
464.435205.3833.9
481.882204.6174.25
473.489206.93.9
480.951207.453.95
471.492203.1173.95
480.704204.1674.3
494.749203.5834.05
481.624203.4334.1
481.839195.94.05
470.878196.8334
521.918205.4674.2
540.001202.154.25
544.785201.2674.25
574.946205.354.5
597.739201.94.65
564.361203.84.45
609.358206.755.2
635.5982035.2
690.21198.39.05
700.008200.859.5
715.111202.86712.15
742.446204.4176.95
756.862203.75.6
759.144199.1175.6
804.31202.556.1
854.838202.7679.15
832.277196.259.7
865.273203.91713.65
862.706205.98314.15
848.175200.410.5
830.36220710.35
821.331200.11716.8
849.988206.6516.55
842.28209.38.95
906.451202.38.9
810.316204.6339.8
868.754205.9678.1
841.46208.056.85
916.056206.23312.7
860.4581949.5
899.533205.08310.9
864.543210.93322.35
864.676209.514.15
877.308208.03320.95
871.213211.5522.3
866.375203.01713.05
900.457196.5678.5
881.546211.57.4
895.072211.0837.35
825.949206.7676.95
861.601206.98310.75
803.481197.158.6
803.537207.7336.95
755.756207.2337.15
133156.188
Throughput
Power
Latency
Time (minutes)
Throughput (requests/s)
Power Draw (watts), Latency (ms x50)
ibm
ThroughputLatencyPowerreal latreal powThroughputLatencyPowerreal latreal pow
1826.52613.35217.3670.267232.3671768.72743.651180.873188.133042.7070555556
2887.53713.65217.4170.273232.4172843.38833.15118.3330.663133.33316.258064516146.8548888889
3875.26216.7211.6830.334226.6833815.10437.85115.7670.757130.76732.516129032345.2835555556
4844.77410.6210.9170.212225.9174787.15240.3115.5830.806130.58348.774193548443.73066666672232
5886.19116.85211.050.337226.055805.57533.2116.350.664131.3565.032258064544.7541666667
6956.37316212.10.32227.16853.48436.5116.9670.73131.96781.290322580647.4157777778
7893.59818.4211.750.368226.757819.18533.6111.70.672126.797.548387096845.5102777778
8906.05718.45208.1330.369223.1338853.61131.9110.450.638125.45113.806451612947.4228333333
9876.27613.45214.1330.269229.1339801.47838.4116.60.768131.6130.06451612944.5265555556
10848.8314.1217.2170.282232.21710761.45244.5122.50.89137.5146.322580645242.3028888889
11866.04711.2212.1830.224227.18311795.74639116.8830.78131.883162.580645161344.2081111111
12854.88218.8213.5670.376228.56712800.55542.7115.6330.854130.633178.838709677444.4752777778
13842.13315.6211.5830.312226.58313776.70638.25114.4330.765129.433195.096774193543.1503333333
14838.2214.35213.9830.287228.98314785.34538.95117.250.779132.25211.354838709743.6302777778
15832.48330.75213.70.445228.715791.34446.4110.350.731125.35227.612903225843.9635555556
16815.07228.55205.550.269220.5516732.6351.751090.717124243.870967741940.7016666667
17749.81224.8211.4330.2226.43317709.09554.4119.10.827134.1260.129032258139.3941666667
18767.08323.9211.6330.122226.63318684.52749.6120.5830.955135.583276.387096774238.0292777778
19744.27215.85208.1170.1223.11719683.50351117.20.881132.2292.645161290337.9723888889
20738.03815207.850.115222.8520645.20147.75113.850.9128.85308.903225806535.8445
21772.83612.7207.5170.284222.51721741.43157.85110.4170.952125.417325.161290322641.1906111111
22802.27122.45206.6670.2221.66722734.97449.7114.9170.908129.917341.419354838740.8318888889
23709.77120.8201.3330.225216.33323664.81852.65109.4830.984124.483357.677419354836.9343333333
24801.5320.75203.0670.314218.06724720.83149.8109.30.948124.3373.93548387140.0461666667
25812.45311.2208.8170.261223.81725761.78239.35113.8670.915128.867390.193548387142.3212222222
26816.31711.15209.1670.293224.16726771.82553.55114.150.862129.15406.451612903242.8791666667
27843.59710.25209.1330.236224.13327793.42838.25114.2670.894129.267422.709677419444.0793333333
2890014.05210.3830.337225.38328843.77649113.70.707128.7438.967741935546.8764444444
29996.19713.6213.10.409228.129853.90649.1115.40.694130.4455.225806451647.4392222222
30996.2910.6210.2830.852225.28330923.41950.55115.550.618130.55471.483870967751.3010555556
311022.47615.95196.5330.502211.53331954.19445.2113.0670.758128.067487.741935483953.0107777778
321084.53316.05193.7330.498208.73332904.07253.85122.750.766137.7550450.2262222222
331109.4757.25209.6670.603224.66733936.6444.15122.9170.646137.917520.258064516152.0355555556
341067.6511.95212.9830.46227.983341087.4139.7166.250.772181.25536.516129032360.4116666667
351106.80313.4218.250.66233.25351006.54439.1150.8170.744165.817552.774193548455.9191111111
361060.69317.45206.90.623221.9361038.48338.35122.8170.666137.817569.032258064557.6935
371124.63123.35223.0170.591238.017371092.5136.251590.565174585.290322580660.695
381086.90819.4215.20.608230.2381015.64551.55157.9670.756172.967601.548387096856.4247222222
391037.5333.05212.950.627227.95391040.14444.8136.850.488151.85617.806451612957.7857777778
401059.42933.6219.1670.543234.167401031.63736.1163.80.763178.8634.06451612957.3131666667
411064.03519.95214.70.254229.741932.87844.55159.750.678174.75650.322580645251.8265555556
421114.9133.6218.30.353233.3421001.46841.8181.20.555196.2666.580645161355.6371111111
431123.08722.25216.7830.375231.783431051.76541.21760.671191682.838709677458.4313888889
441184.51628.95216.4330.705231.433441022.78940.6146.6170.716161.617699.096774193556.8216111111
451224.93614.45214.6330.62229.633451102.75846.15154.9170.596169.917715.354838709761.2643333333
461321.14121.6212.4330.695227.433461183.7843.45170.0670.789185.067731.612903225865.7655555556
471359.28327.6212.8670.733227.867471191.81856.8156.5170.612171.517747.870967741966.2121111111
481479.28232.95214.9670.678229.967481319.72543.91730.534188764.129032258173.3180555556
491622.52325.35210.3670.802225.367491366.6551.5165.0830.699180.083780.387096774275.925
501718.00119.852140.558229501462.43949.65162.8670.554177.867796.645161290381.2466111111
511781.30221209.1330.445224.133511527.52141.05163.050.609178.05812.903225806584.8622777778
521866.14226.3213.9330.484228.933521696.29746.95168.950.545183.95829.161290322694.2387222222
531979.17528.7220.10.443235.1531773.93246.25171.5170.378186.517845.419354838798.5517777778
541966.47735.85219.5670.404234.567541837.21236.65170.7830.348185.783861.6774193548102.0673333333
551989.87446.95219.4670.303234.467551983.6233.75213.050.299228.05877.935483871110.2011111111
562016.32355.05211.0170.295226.017561869.12948.65213.4170.296228.417894.1935483871103.8405
572006.13450.25225.1170.288240.117572017.17948.7199.5330.281214.533910.4516129032112.0655
582024.80553.75229.0830.273244.083581942.63151.4212.150.267227.15926.7096774194107.9239444444
591943.71952.75231.250.275246.25591969.57243.45218.9830.264233.983942.9677419355109.4206666667
601923.12143.852240.305239601973.22944208.6170.279223.617959.2258064516109.6238333333
611892.60145.6224.1670.304239.167611892.44745.25211.9830.255226.983975.4838709677105.1359444444
621842.22347.1239.5170.359254.517621846.63945.7211.5330.28226.533991.7419354839102.5910555556
631772.85542.2237.4830.393252.483631842.30545.35215.050.282230.051008102.3502777778
641833.78846.05235.8330.415250.833641738.97848.15210.950.299225.951024.258064516196.6098888889
651850.37247.9230.5830.376245.583651724.60845.75208.050.313223.051040.516129032395.8115555556
661830.46742.3233.7670.402248.767661797.93439.25208.1830.328223.1831056.774193548499.8852222222
671827.37543.4236.050.452251.05671787.3245.85197.2170.335212.2171073.032258064599.2955555556
681880.78441.5233.3170.444248.317681770.1642.25200.20.348215.21089.290322580698.3422222222
691959.34143.95233.1830.378248.183691740.30844.05209.0170.377224.0171105.548387096896.6837777778
701878.79450.3222.8330.319237.833701835.86944.55206.90.305221.91121.8064516129101.9927222222
711903.90242.85225.20.376240.2711883.03349.5206.7830.309221.7831138.064516129104.6129444444
721829.10950.3225.550.429240.55721772.66345.6209.8830.325224.8831154.322580645298.4812777778
731811.7643.25222.4170.497237.417731810.27838.65202.0170.351217.0171170.5806451613100.571
741771.1248.85229.7830.385244.783741721.95337.6211.4670.336226.4671186.838709677495.6640555556
751756.86350.05234.50.457249.5751721.9150.5212.0670.42227.0671203.096774193695.6616666667
761781.97345.75227.3670.424242.367761688.36137.65196.60.379211.61219.354838709793.7978333333
771726.9947.5227.90.462242.9771710.32342.51940.4412091235.612903225895.0179444444
781652.9542.45218.9170.48233.917781684.64151.25196.10.347211.11251.870967741993.5911666667
791498.40645.2231.5830.451246.583791615.32745.85207.9830.422222.9831268.129032258189.7403888889
801512.6244.75231.750.568246.75801534.81832.5200.4170.42215.4171284.387096774285.2676666667
811431.23442.65226.950.667241.95811429.26844.6206.0670.365221.0671300.645161290379.4037777778
821338.41642.1223.70.631238.7821381.21150.25202.9170.328217.9171316.903225806476.7339444444
831310.18748.2198.950.656213.95831308.60545.6209.1330.325224.1331333.161290322672.7002777778
841188.29249.95206.5670.6221.567841270.28842.1203.70.482218.71349.419354838770.5715555556
851235.24746.05212.350.695227.35851162.12353.8161.30.555176.31365.677419354876.7339444444
861431.23445.15226.950.667241.95861534.81838.15200.4170.42215.4171381.93548387172.7002777778
871338.41645.3223.70.631238.7871429.26847.3206.0670.365221.0671398.193548387170.5715555556
881310.18742.55198.950.656213.95881381.21144.35202.9170.328217.9171414.451612903276.7339444444
891188.29252.5206.5670.6221.567891308.60535.3209.1330.325224.1331430.709677419472.7002777778
901235.24750.2212.350.695227.35901270.28841.15203.70.482218.71446.967741935570.5715555556
911134.847.75211.150.744226.15911162.12340.85161.30.555176.31463.225806451664.5623888889
921078.58862.1191.750.425206.75921084.48745.4128.9830.585143.9831479.483870967760.2492777778
931133.17448.05191.950.522206.9593969.96437.998.8330.814113.8331495.741935483953.8868888889
941119.5250.55191.3670.632206.367941030.4847.1598.60.979113.6151257.2488888889
951071.73146.25196.70.692211.7951072.10641.15104.5330.75119.5331528.258064516159.5614444444
961089.96735.4215.8330.609230.833961067.66844125.7330.728140.7331544.516129032359.3148888889
971088.9833.65219.3670.51234.36797980.34838.9140.6170.995155.6171560.774193548454.4637777778
981125.54736.052120.61522798999.05547.7160.50.949175.51577.032258064555.5030555556
991089.56721.952150.571230991018.44342.5158.3170.797173.3171593.290322580656.5801666667
1001021.44928209.550.496224.551001005.45956.6156.951.134171.951609.548387096855.8588333333
1011033.1126.35217.4830.478232.4831011037.34552175.0831.089190.0831625.806451612957.6302777778
1021028.76923.3215.2830.317230.283102904.84351.4173.40.948188.41642.06451612950.2690555556
103987.18915209.6330.3224.633103925.36250.75158.51.015173.51658.322580645251.409
104938.68912.71960.254211104970.76546.65163.6170.933178.6171674.580645161353.9313888889
105931.56322.45213.4830.449228.483105852.9358.45158.0831.169173.0831690.838709677447.385
106909.94520.8217.9830.416232.983106855.49354.5157.4831.09172.4831707.096774193647.5273888889
107870.58420.75215.30.415230.3107818.87449.45150.850.989165.851723.354838709745.493
108814.74111.2215.4170.224230.417108807.57554.95167.351.099182.351739.612903225844.8652777778
109817.43211.15213.7330.223228.733109787.482491450.981601755.870967741943.749
110780.19410.25207.40.205222.4110722.25954.85123.6171.097138.6171772.129032258140.1255
111753.81914.05213.5330.281228.533111755.45348.61650.9721801788.387096774241.9696111111
112795.33913.6207.350.272222.35112678.34451.45137.7831.029152.7831804.645161290337.6857777778
113758.56210.6209.1330.212224.133113704.88852.3115.351.046130.351820.903225806439.1604444444
114779.81115.95213.3670.319228.367114713.90649.8111.7670.996126.7671837.161290322639.6614444444
115848.38616.05212.10.321227.1115691.59252.05114.8331.041129.8331853.419354838738.4217777778
116824.0477.25203.80.145218.8116706.12356.45114.3171.129129.3171869.677419354839.2290555556
117849.90711.95210.6670.239225.667117739.77447.35113.0670.947128.0671885.93548387141.0985555556
118893.6313.42070.268222118771.68346.4114.550.928129.551902.193548387142.8712777778
119936.95517.45208.550.349223.55119763.27251.75113.7171.035128.7171918.451612903242.404
1201025.70823.35207.80.467222.8120811.26954.4116.1831.088131.1831934.709677419445.0705
1211013.3319.4211.30.388226.3121855.38149.6123.4170.992138.4171950.967741935547.5211666667
1221057.60233.05209.7670.661224.767122928.14351115.61.02130.61967.225806451651.5635
1231026.1433.6208.1330.672223.133123960.86947.75109.80.955124.81983.483870967753.3816111111
1241075.2419.95209.1170.399224.117124935.77857.85116.81.157131.81999.741935483951.9876666667
1251079.74833.6213.3330.672228.333125942.22949.7122.3330.994137.333201652.3460555556
1261061.80722.25215.40.445230.41261059.47552.65131.4171.053146.4172032.258064516158.8597222222
1271087.01628.95213.850.579228.85127981.64249.8161.2170.996176.2172048.516129032354.5356666667
1281092.00414.45209.9670.289224.9671281014.76839.35152.6830.787167.6832064.774193548456.376
1291075.46121.6216.650.432231.651291007.7953.55132.851.071147.852081.032258064555.9883333333
1301072.64527.6212.1830.552227.1831301015.53538.251700.7651852097.290322580656.4186111111
1311058.69832.95208.1330.659223.133131996.79249157.650.98172.652113.548387096855.3773333333
1321093.21325.35205.8170.507220.8171321032.06249.1151.8670.982166.8672129.806451612957.3367777778
1331057.75219.85209.050.397224.05133954.21250.55145.651.011160.652146.06451612953.0117777778
1341023.65321216.2330.42231.2331341010.24345.21210.9041362162.322580645256.1246111111
1351105.44326.3213.250.526228.251351005.91353.85121.9171.077136.9172178.580645161355.8840555556
1361164.52828.7216.7170.574231.717136903.18544.15166.7330.883181.7332194.838709677450.1769444444
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