tpch raptor lake refresh

Intel Core i9-14900K testing with a ASUS PRIME Z790-P WIFI (1402 BIOS) and AMD Radeon 15GB on Ubuntu 23.10 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2312042-PTS-TPCHRAPT66
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December 04 2023
  14 Hours, 16 Minutes
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December 04 2023
  14 Hours, 22 Minutes
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December 04 2023
  14 Hours, 39 Minutes
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  14 Hours, 26 Minutes

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tpch raptor lake refreshOpenBenchmarking.orgPhoronix Test SuiteIntel Core i9-14900K @ 5.70GHz (24 Cores / 32 Threads)ASUS PRIME Z790-P WIFI (1402 BIOS)Intel Device 7a2732GBWestern Digital WD_BLACK SN850X 1000GBAMD Radeon 15GB (1617/1124MHz)Realtek ALC897ASUS VP28UUbuntu 23.106.5.0-10-generic (x86_64)GNOME Shell 45.0X Server 1.21.1.7 + Wayland4.6 Mesa 24.0~git2311100600.05fb6b~oibaf~m (git-05fb6b9 2023-11-10 mantic-oibaf-ppa) (LLVM 16.0.6 DRM 3.54)GCC 13.2.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionTpch Raptor Lake Refresh BenchmarksSystem Logs- Transparent Huge Pages: madvise- Scaling Governor: intel_pstate powersave (EPP: performance) - CPU Microcode: 0x11d - Thermald 2.5.4- OpenJDK Runtime Environment (build 11.0.20+8-post-Ubuntu-1ubuntu1)- Python 3.11.6- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

abcResult OverviewPhoronix Test Suite100%104%107%111%115%Apache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-H50 - G.M.O.A.Q1 - G.M.O.A.Q10 - G.M.O.A.Q50 - Q2250 - Q2150 - Q2050 - Q1950 - Q1850 - Q1750 - Q1650 - Q1550 - Q1450 - Q1350 - Q1250 - Q1150 - Q1050 - Q0950 - Q0850 - Q0750 - Q0650 - Q0550 - Q0450 - Q0350 - Q0250 - Q0110 - Q2210 - Q2110 - Q2010 - Q1910 - Q1810 - Q1710 - Q1610 - Q1510 - Q1410 - Q1310 - Q1210 - Q1110 - Q1010 - Q0910 - Q0810 - Q0710 - Q0610 - Q0510 - Q0410 - Q0310 - Q0210 - Q011 - Q221 - Q211 - Q201 - Q191 - Q181 - Q171 - Q161 - Q151 - Q141 - Q131 - Q121 - Q111 - Q101 - Q091 - Q081 - Q071 - Q061 - Q051 - Q041 - Q031 - Q021 - Q01

tpch raptor lake refreshspark-tpch: 50 - Q22spark-tpch: 50 - Q21spark-tpch: 50 - Q20spark-tpch: 50 - Q19spark-tpch: 50 - Q18spark-tpch: 50 - Q17spark-tpch: 50 - Q16spark-tpch: 50 - Q15spark-tpch: 50 - Q14spark-tpch: 50 - Q13spark-tpch: 50 - Q12spark-tpch: 50 - Q11spark-tpch: 50 - Q10spark-tpch: 50 - Q09spark-tpch: 50 - Q08spark-tpch: 50 - Q07spark-tpch: 50 - Q06spark-tpch: 50 - Q05spark-tpch: 50 - Q04spark-tpch: 50 - Q03spark-tpch: 50 - Q02spark-tpch: 50 - Q01spark-tpch: 50 - Geometric Mean Of All Queriesspark-tpch: 10 - Q22spark-tpch: 10 - Q21spark-tpch: 10 - Q20spark-tpch: 10 - Q19spark-tpch: 10 - Q18spark-tpch: 10 - Q17spark-tpch: 10 - Q16spark-tpch: 10 - Q15spark-tpch: 10 - Q14spark-tpch: 10 - Q13spark-tpch: 10 - Q12spark-tpch: 10 - Q11spark-tpch: 10 - Q10spark-tpch: 10 - Q09spark-tpch: 10 - Q08spark-tpch: 10 - Q07spark-tpch: 10 - Q06spark-tpch: 10 - Q05spark-tpch: 10 - Q04spark-tpch: 10 - Q03spark-tpch: 10 - Q02spark-tpch: 10 - Q01spark-tpch: 10 - Geometric Mean Of All Queriesspark-tpch: 1 - Q22spark-tpch: 1 - Q21spark-tpch: 1 - Q20spark-tpch: 1 - Q19spark-tpch: 1 - Q18spark-tpch: 1 - Q17spark-tpch: 1 - Q16spark-tpch: 1 - Q15spark-tpch: 1 - Q14spark-tpch: 1 - Q13spark-tpch: 1 - Q12spark-tpch: 1 - Q11spark-tpch: 1 - Q10spark-tpch: 1 - Q09spark-tpch: 1 - Q08spark-tpch: 1 - Q07spark-tpch: 1 - Q06spark-tpch: 1 - Q05spark-tpch: 1 - Q04spark-tpch: 1 - Q03spark-tpch: 1 - Q02spark-tpch: 1 - Q01spark-tpch: 1 - Geometric Mean Of All Queriesabc7.25329781105.8925933823.0018762020.1016101849.5824966447.398349765.8370590218.5490951520.2036393510.4583362025.951365154.5672152926.8085448037.0733617128.8907458027.1893819217.5854237930.4408632925.1687997229.693055475.9366164221.3066355420.926580241.7450782819.757548654.889930094.1602309510.109531729.533895491.879596513.890746994.214814192.360853044.953968051.370762475.769618198.062225186.092596855.489208543.556625216.509300075.304034556.313166301.927962465.416866154.622163840.511430383.031555410.889609850.615442671.393104591.168189330.613134940.631158690.608994270.624153690.826151930.502257421.007547281.756822390.956949451.074576700.445495571.128860590.954276781.117381971.079544261.965442740.877762997.36617533106.3948923723.0644124323.0106538152.8323313447.113503775.4272289318.5598729420.3458461810.2733634325.685981124.6715893726.6567045936.3519630528.6978149427.0364399017.6764221230.0687052426.3329556829.430536915.6199963921.6253013621.069710501.8887992319.522759764.914939094.0649156610.076985369.507862091.757082783.919005714.495748362.318979504.967684111.295265915.549015367.672080046.055540245.528435393.585188556.456569205.325991156.170678301.962858245.406970824.584358680.494543813.139269040.894029520.573848351.447111131.140700340.599785430.646340610.593668900.661032160.841165960.476529941.045679371.671709420.932075421.073411380.447997831.187351460.940411921.192312281.126881882.005110340.872542247.26467959107.1757710823.1213665020.2914028250.0381863947.342895515.1899366418.6579011320.3463160210.2146062825.564696634.5133937227.1408564236.7741406829.1726563827.2562255817.6964956930.4676119525.3590723729.430282595.7060322721.7172260320.786553941.8447383219.465873084.836949194.1592679010.133581169.683472001.699907704.021243814.127534872.276659014.904390661.438756425.945309007.740558625.982488005.613779393.559795066.529461705.281606836.289603551.962733675.498143514.602351570.545038643.059672590.898028470.633740291.447962311.153938550.625398170.622650470.605171080.631280430.815925110.476935791.039058771.702552990.966751641.115681650.448662441.189025231.000647481.158202531.022450812.003405170.88304768OpenBenchmarking.org

Apache Spark TPC-H

This is a benchmark of Apache Spark using TPC-H data-set. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmarks the Apache Spark in a single-system configuration using spark-submit. The test makes use of https://github.com/ssavvides/tpch-spark/ for facilitating the TPC-H benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q22acb246810SE +/- 0.08879993, N = 3SE +/- 0.07415564, N = 3SE +/- 0.05972765, N = 37.253297817.264679597.36617533

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q21abc20406080100SE +/- 0.34, N = 3SE +/- 0.93, N = 3SE +/- 0.47, N = 3105.89106.39107.18

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q20abc612182430SE +/- 0.18, N = 3SE +/- 0.17, N = 3SE +/- 0.13, N = 323.0023.0623.12

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q19acb612182430SE +/- 0.06, N = 3SE +/- 0.21, N = 3SE +/- 2.78, N = 320.1020.2923.01

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q18acb1224364860SE +/- 0.22, N = 3SE +/- 0.15, N = 3SE +/- 2.86, N = 349.5850.0452.83

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q17bca1122334455SE +/- 0.37, N = 3SE +/- 0.05, N = 3SE +/- 0.26, N = 347.1147.3447.40

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q16cba1.31332.62663.93995.25326.5665SE +/- 0.07663613, N = 3SE +/- 0.18940471, N = 3SE +/- 0.40496749, N = 35.189936645.427228935.83705902

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q15abc510152025SE +/- 0.11, N = 3SE +/- 0.16, N = 3SE +/- 0.15, N = 318.5518.5618.66

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q14abc510152025SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 320.2020.3520.35

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q13cba3691215SE +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 0.11, N = 310.2110.2710.46

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q12cba612182430SE +/- 0.37, N = 3SE +/- 0.26, N = 3SE +/- 0.28, N = 325.5625.6925.95

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q11cab1.05112.10223.15334.20445.2555SE +/- 0.04204767, N = 3SE +/- 0.08969490, N = 3SE +/- 0.07155205, N = 34.513393724.567215294.67158937

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q10bac612182430SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.35, N = 326.6626.8127.14

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q09bca918273645SE +/- 0.20, N = 3SE +/- 0.38, N = 3SE +/- 0.53, N = 336.3536.7737.07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q08bac714212835SE +/- 0.06, N = 3SE +/- 0.22, N = 3SE +/- 0.23, N = 328.7028.8929.17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q07bac612182430SE +/- 0.24, N = 3SE +/- 0.05, N = 3SE +/- 0.16, N = 327.0427.1927.26

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q06abc48121620SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 317.5917.6817.70

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q05bac714212835SE +/- 0.27, N = 3SE +/- 0.10, N = 3SE +/- 0.48, N = 330.0730.4430.47

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q04acb612182430SE +/- 0.14, N = 3SE +/- 0.30, N = 3SE +/- 1.37, N = 325.1725.3626.33

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q03cba714212835SE +/- 0.30, N = 3SE +/- 0.35, N = 3SE +/- 0.22, N = 329.4329.4329.69

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q02bca1.33572.67144.00715.34286.6785SE +/- 0.10684775, N = 3SE +/- 0.18774866, N = 3SE +/- 0.39449648, N = 35.619996395.706032275.93661642

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q01abc510152025SE +/- 0.32, N = 3SE +/- 0.38, N = 3SE +/- 0.45, N = 321.3121.6321.72

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Geometric Mean Of All Queriescab510152025SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.30, N = 320.7920.9321.07MIN: 4.43 / MAX: 108.1MIN: 4.44 / MAX: 106.29MIN: 4.56 / MAX: 108.24

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q22acb0.4250.851.2751.72.125SE +/- 0.03616955, N = 3SE +/- 0.04540125, N = 3SE +/- 0.19973525, N = 31.745078281.844738321.88879923

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q21cba510152025SE +/- 0.17, N = 3SE +/- 0.25, N = 3SE +/- 0.15, N = 319.4719.5219.76

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q20cab1.10592.21183.31774.42365.5295SE +/- 0.03240981, N = 3SE +/- 0.03484394, N = 3SE +/- 0.04933337, N = 34.836949194.889930094.91493909

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q19bca0.93611.87222.80833.74444.6805SE +/- 0.01269652, N = 3SE +/- 0.03175194, N = 3SE +/- 0.04893303, N = 34.064915664.159267904.16023095

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q18bac3691215SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 310.0810.1110.13

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q17bac3691215SE +/- 0.02622960, N = 3SE +/- 0.09124726, N = 3SE +/- 0.05776654, N = 39.507862099.533895499.68347200

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q16cba0.42290.84581.26871.69162.1145SE +/- 0.05466908, N = 3SE +/- 0.03946799, N = 3SE +/- 0.08706420, N = 31.699907701.757082781.87959651

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q15abc0.90481.80962.71443.61924.524SE +/- 0.01037973, N = 3SE +/- 0.01467620, N = 3SE +/- 0.09181390, N = 33.890746993.919005714.02124381

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q14cab1.01152.0233.03454.0465.0575SE +/- 0.05388011, N = 3SE +/- 0.10426379, N = 3SE +/- 0.04072490, N = 34.127534874.214814194.49574836

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q13cba0.53121.06241.59362.12482.656SE +/- 0.04558576, N = 3SE +/- 0.03976253, N = 3SE +/- 0.11522013, N = 32.276659012.318979502.36085304

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q12cab1.11772.23543.35314.47085.5885SE +/- 0.07739419, N = 3SE +/- 0.04666689, N = 3SE +/- 0.07326101, N = 34.904390664.953968054.96768411

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q11bac0.32370.64740.97111.29481.6185SE +/- 0.04245030, N = 3SE +/- 0.05436805, N = 3SE +/- 0.05071133, N = 31.295265911.370762471.43875642

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q10bac1.33772.67544.01315.35086.6885SE +/- 0.07921354, N = 3SE +/- 0.10525463, N = 3SE +/- 0.06029529, N = 35.549015365.769618195.94530900

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q09bca246810SE +/- 0.13293258, N = 3SE +/- 0.14477705, N = 3SE +/- 0.18978055, N = 37.672080047.740558628.06222518

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q08cba246810SE +/- 0.03840569, N = 3SE +/- 0.06206116, N = 3SE +/- 0.07071426, N = 35.982488006.055540246.09259685

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q07abc1.26312.52623.78935.05246.3155SE +/- 0.05347363, N = 3SE +/- 0.03015178, N = 3SE +/- 0.08448470, N = 35.489208545.528435395.61377939

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q06acb0.80671.61342.42013.22684.0335SE +/- 0.00338262, N = 3SE +/- 0.02890393, N = 3SE +/- 0.03708451, N = 33.556625213.559795063.58518855

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q05bac246810SE +/- 0.06209396, N = 3SE +/- 0.08395828, N = 3SE +/- 0.08877337, N = 36.456569206.509300076.52946170

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q04cab1.19832.39663.59494.79325.9915SE +/- 0.03886994, N = 3SE +/- 0.10565333, N = 3SE +/- 0.10290072, N = 35.281606835.304034555.32599115

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q03bca246810SE +/- 0.05504390, N = 3SE +/- 0.11388393, N = 3SE +/- 0.12005156, N = 36.170678306.289603556.31316630

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q02acb0.44160.88321.32481.76642.208SE +/- 0.03957265, N = 3SE +/- 0.06896646, N = 3SE +/- 0.01619127, N = 31.927962461.962733671.96285824

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q01bac1.23712.47423.71134.94846.1855SE +/- 0.04076953, N = 3SE +/- 0.01594396, N = 3SE +/- 0.05370656, N = 35.406970825.416866155.49814351

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Geometric Mean Of All Queriesbca1.042.083.124.165.2SE +/- 0.04191924, N = 3SE +/- 0.01708274, N = 3SE +/- 0.02540501, N = 34.584358684.602351574.62216384MIN: 1.23 / MAX: 20.01MIN: 1.35 / MAX: 19.8MIN: 1.28 / MAX: 19.92

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q22bac0.12260.24520.36780.49040.613SE +/- 0.01280428, N = 3SE +/- 0.01197312, N = 3SE +/- 0.01483143, N = 50.494543810.511430380.54503864

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q21acb0.70631.41262.11892.82523.5315SE +/- 0.07037842, N = 3SE +/- 0.07324751, N = 5SE +/- 0.07871920, N = 33.031555413.059672593.13926904

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q20abc0.20210.40420.60630.80841.0105SE +/- 0.01136903, N = 3SE +/- 0.00235428, N = 3SE +/- 0.02169782, N = 50.889609850.894029520.89802847

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q19bac0.14260.28520.42780.57040.713SE +/- 0.00819637, N = 3SE +/- 0.03812282, N = 3SE +/- 0.02637092, N = 50.573848350.615442670.63374029

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q18abc0.32580.65160.97741.30321.629SE +/- 0.03736446, N = 3SE +/- 0.05543091, N = 3SE +/- 0.03225756, N = 51.393104591.447111131.44796231

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q17bca0.26280.52560.78841.05121.314SE +/- 0.02002921, N = 3SE +/- 0.00618880, N = 5SE +/- 0.01661503, N = 31.140700341.153938551.16818933

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q16bac0.14070.28140.42210.56280.7035SE +/- 0.01159593, N = 3SE +/- 0.01122523, N = 3SE +/- 0.00366242, N = 50.599785430.613134940.62539817

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q15cab0.14540.29080.43620.58160.727SE +/- 0.00535155, N = 5SE +/- 0.01053189, N = 3SE +/- 0.01497221, N = 30.622650470.631158690.64634061

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q14bca0.1370.2740.4110.5480.685SE +/- 0.00356042, N = 3SE +/- 0.00636362, N = 5SE +/- 0.01071812, N = 30.593668900.605171080.60899427

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q13acb0.14870.29740.44610.59480.7435SE +/- 0.01794735, N = 3SE +/- 0.02316584, N = 5SE +/- 0.04564272, N = 30.624153690.631280430.66103216

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q12cab0.18930.37860.56790.75720.9465SE +/- 0.00977394, N = 5SE +/- 0.01044729, N = 3SE +/- 0.01516868, N = 30.815925110.826151930.84116596

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q11bca0.1130.2260.3390.4520.565SE +/- 0.01124001, N = 3SE +/- 0.01029070, N = 5SE +/- 0.02619047, N = 30.476529940.476935790.50225742

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q10acb0.23530.47060.70590.94121.1765SE +/- 0.02276922, N = 3SE +/- 0.02707250, N = 5SE +/- 0.02586816, N = 31.007547281.039058771.04567937

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q09bca0.39530.79061.18591.58121.9765SE +/- 0.01118125, N = 3SE +/- 0.04620451, N = 5SE +/- 0.02042088, N = 31.671709421.702552991.75682239

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q08bac0.21750.4350.65250.871.0875SE +/- 0.02504056, N = 3SE +/- 0.02085146, N = 3SE +/- 0.03104628, N = 50.932075420.956949450.96675164

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q07bac0.2510.5020.7531.0041.255SE +/- 0.03835809, N = 3SE +/- 0.02652786, N = 3SE +/- 0.02627718, N = 51.073411381.074576701.11568165

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q06abc0.10090.20180.30270.40360.5045SE +/- 0.00381918, N = 3SE +/- 0.00452793, N = 3SE +/- 0.00509602, N = 50.445495570.447997830.44866244

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q05abc0.26750.5350.80251.071.3375SE +/- 0.02966001, N = 3SE +/- 0.07466321, N = 3SE +/- 0.02940788, N = 51.128860591.187351461.18902523

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q04bac0.22510.45020.67530.90041.1255SE +/- 0.00570430, N = 3SE +/- 0.00533023, N = 3SE +/- 0.04075950, N = 50.940411920.954276781.00064748

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q03acb0.26830.53660.80491.07321.3415SE +/- 0.02561180, N = 3SE +/- 0.03025807, N = 5SE +/- 0.04314913, N = 31.117381971.158202531.19231228

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q02cab0.25350.5070.76051.0141.2675SE +/- 0.01462254, N = 5SE +/- 0.01285985, N = 3SE +/- 0.06755222, N = 31.022450811.079544261.12688188

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q01acb0.45110.90221.35331.80442.2555SE +/- 0.02759866, N = 3SE +/- 0.01558666, N = 5SE +/- 0.02956222, N = 31.965442742.003405172.00511034

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Geometric Mean Of All Queriesbac0.19870.39740.59610.79480.9935SE +/- 0.00863163, N = 3SE +/- 0.01034684, N = 3SE +/- 0.00898441, N = 50.872542240.877762990.88304768MIN: 0.46 / MAX: 3.26MIN: 0.46 / MAX: 3.13MIN: 0.45 / MAX: 3.24