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 - Q22bca246810SE +/- 0.05972765, N = 3SE +/- 0.07415564, N = 3SE +/- 0.08879993, N = 37.366175337.264679597.25329781

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q21cba20406080100SE +/- 0.47, N = 3SE +/- 0.93, N = 3SE +/- 0.34, N = 3107.18106.39105.89

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q20cba612182430SE +/- 0.13, N = 3SE +/- 0.17, N = 3SE +/- 0.18, N = 323.1223.0623.00

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q19bca612182430SE +/- 2.78, N = 3SE +/- 0.21, N = 3SE +/- 0.06, N = 323.0120.2920.10

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q18bca1224364860SE +/- 2.86, N = 3SE +/- 0.15, N = 3SE +/- 0.22, N = 352.8350.0449.58

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q17acb1122334455SE +/- 0.26, N = 3SE +/- 0.05, N = 3SE +/- 0.37, N = 347.4047.3447.11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q16abc1.31332.62663.93995.25326.5665SE +/- 0.40496749, N = 3SE +/- 0.18940471, N = 3SE +/- 0.07663613, N = 35.837059025.427228935.18993664

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q15cba510152025SE +/- 0.15, N = 3SE +/- 0.16, N = 3SE +/- 0.11, N = 318.6618.5618.55

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q14cba510152025SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 320.3520.3520.20

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q13abc3691215SE +/- 0.11, N = 3SE +/- 0.17, N = 3SE +/- 0.05, N = 310.4610.2710.21

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q12abc612182430SE +/- 0.28, N = 3SE +/- 0.26, N = 3SE +/- 0.37, N = 325.9525.6925.56

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q11bac1.05112.10223.15334.20445.2555SE +/- 0.07155205, N = 3SE +/- 0.08969490, N = 3SE +/- 0.04204767, N = 34.671589374.567215294.51339372

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q10cab612182430SE +/- 0.35, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 327.1426.8126.66

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q09acb918273645SE +/- 0.53, N = 3SE +/- 0.38, N = 3SE +/- 0.20, N = 337.0736.7736.35

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q08cab714212835SE +/- 0.23, N = 3SE +/- 0.22, N = 3SE +/- 0.06, N = 329.1728.8928.70

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q07cab612182430SE +/- 0.16, N = 3SE +/- 0.05, N = 3SE +/- 0.24, N = 327.2627.1927.04

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q06cba48121620SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 317.7017.6817.59

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q05cab714212835SE +/- 0.48, N = 3SE +/- 0.10, N = 3SE +/- 0.27, N = 330.4730.4430.07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q04bca612182430SE +/- 1.37, N = 3SE +/- 0.30, N = 3SE +/- 0.14, N = 326.3325.3625.17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q03abc714212835SE +/- 0.22, N = 3SE +/- 0.35, N = 3SE +/- 0.30, N = 329.6929.4329.43

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q02acb1.33572.67144.00715.34286.6785SE +/- 0.39449648, N = 3SE +/- 0.18774866, N = 3SE +/- 0.10684775, N = 35.936616425.706032275.61999639

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q01cba510152025SE +/- 0.45, N = 3SE +/- 0.38, N = 3SE +/- 0.32, N = 321.7221.6321.31

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Geometric Mean Of All Queriesbac510152025SE +/- 0.30, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 321.0720.9320.79MIN: 4.56 / MAX: 108.24MIN: 4.44 / MAX: 106.29MIN: 4.43 / MAX: 108.1

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q22bca0.4250.851.2751.72.125SE +/- 0.19973525, N = 3SE +/- 0.04540125, N = 3SE +/- 0.03616955, N = 31.888799231.844738321.74507828

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q21abc510152025SE +/- 0.15, N = 3SE +/- 0.25, N = 3SE +/- 0.17, N = 319.7619.5219.47

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q20bac1.10592.21183.31774.42365.5295SE +/- 0.04933337, N = 3SE +/- 0.03484394, N = 3SE +/- 0.03240981, N = 34.914939094.889930094.83694919

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q19acb0.93611.87222.80833.74444.6805SE +/- 0.04893303, N = 3SE +/- 0.03175194, N = 3SE +/- 0.01269652, N = 34.160230954.159267904.06491566

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q18cab3691215SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 310.1310.1110.08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q17cab3691215SE +/- 0.05776654, N = 3SE +/- 0.09124726, N = 3SE +/- 0.02622960, N = 39.683472009.533895499.50786209

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q16abc0.42290.84581.26871.69162.1145SE +/- 0.08706420, N = 3SE +/- 0.03946799, N = 3SE +/- 0.05466908, N = 31.879596511.757082781.69990770

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q15cba0.90481.80962.71443.61924.524SE +/- 0.09181390, N = 3SE +/- 0.01467620, N = 3SE +/- 0.01037973, N = 34.021243813.919005713.89074699

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q14bac1.01152.0233.03454.0465.0575SE +/- 0.04072490, N = 3SE +/- 0.10426379, N = 3SE +/- 0.05388011, N = 34.495748364.214814194.12753487

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q13abc0.53121.06241.59362.12482.656SE +/- 0.11522013, N = 3SE +/- 0.03976253, N = 3SE +/- 0.04558576, N = 32.360853042.318979502.27665901

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q12bac1.11772.23543.35314.47085.5885SE +/- 0.07326101, N = 3SE +/- 0.04666689, N = 3SE +/- 0.07739419, N = 34.967684114.953968054.90439066

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q11cab0.32370.64740.97111.29481.6185SE +/- 0.05071133, N = 3SE +/- 0.05436805, N = 3SE +/- 0.04245030, N = 31.438756421.370762471.29526591

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q10cab1.33772.67544.01315.35086.6885SE +/- 0.06029529, N = 3SE +/- 0.10525463, N = 3SE +/- 0.07921354, N = 35.945309005.769618195.54901536

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q09acb246810SE +/- 0.18978055, N = 3SE +/- 0.14477705, N = 3SE +/- 0.13293258, N = 38.062225187.740558627.67208004

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q08abc246810SE +/- 0.07071426, N = 3SE +/- 0.06206116, N = 3SE +/- 0.03840569, N = 36.092596856.055540245.98248800

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q07cba1.26312.52623.78935.05246.3155SE +/- 0.08448470, N = 3SE +/- 0.03015178, N = 3SE +/- 0.05347363, N = 35.613779395.528435395.48920854

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q06bca0.80671.61342.42013.22684.0335SE +/- 0.03708451, N = 3SE +/- 0.02890393, N = 3SE +/- 0.00338262, N = 33.585188553.559795063.55662521

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q05cab246810SE +/- 0.08877337, N = 3SE +/- 0.08395828, N = 3SE +/- 0.06209396, N = 36.529461706.509300076.45656920

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q04bac1.19832.39663.59494.79325.9915SE +/- 0.10290072, N = 3SE +/- 0.10565333, N = 3SE +/- 0.03886994, N = 35.325991155.304034555.28160683

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q03acb246810SE +/- 0.12005156, N = 3SE +/- 0.11388393, N = 3SE +/- 0.05504390, N = 36.313166306.289603556.17067830

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q02bca0.44160.88321.32481.76642.208SE +/- 0.01619127, N = 3SE +/- 0.06896646, N = 3SE +/- 0.03957265, N = 31.962858241.962733671.92796246

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q01cab1.23712.47423.71134.94846.1855SE +/- 0.05370656, N = 3SE +/- 0.01594396, N = 3SE +/- 0.04076953, N = 35.498143515.416866155.40697082

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Geometric Mean Of All Queriesacb1.042.083.124.165.2SE +/- 0.02540501, N = 3SE +/- 0.01708274, N = 3SE +/- 0.04191924, N = 34.622163844.602351574.58435868MIN: 1.28 / MAX: 19.92MIN: 1.35 / MAX: 19.8MIN: 1.23 / MAX: 20.01

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q22cab0.12260.24520.36780.49040.613SE +/- 0.01483143, N = 5SE +/- 0.01197312, N = 3SE +/- 0.01280428, N = 30.545038640.511430380.49454381

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q21bca0.70631.41262.11892.82523.5315SE +/- 0.07871920, N = 3SE +/- 0.07324751, N = 5SE +/- 0.07037842, N = 33.139269043.059672593.03155541

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q20cba0.20210.40420.60630.80841.0105SE +/- 0.02169782, N = 5SE +/- 0.00235428, N = 3SE +/- 0.01136903, N = 30.898028470.894029520.88960985

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q19cab0.14260.28520.42780.57040.713SE +/- 0.02637092, N = 5SE +/- 0.03812282, N = 3SE +/- 0.00819637, N = 30.633740290.615442670.57384835

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q18cba0.32580.65160.97741.30321.629SE +/- 0.03225756, N = 5SE +/- 0.05543091, N = 3SE +/- 0.03736446, N = 31.447962311.447111131.39310459

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q17acb0.26280.52560.78841.05121.314SE +/- 0.01661503, N = 3SE +/- 0.00618880, N = 5SE +/- 0.02002921, N = 31.168189331.153938551.14070034

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q16cab0.14070.28140.42210.56280.7035SE +/- 0.00366242, N = 5SE +/- 0.01122523, N = 3SE +/- 0.01159593, N = 30.625398170.613134940.59978543

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q15bac0.14540.29080.43620.58160.727SE +/- 0.01497221, N = 3SE +/- 0.01053189, N = 3SE +/- 0.00535155, N = 50.646340610.631158690.62265047

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q14acb0.1370.2740.4110.5480.685SE +/- 0.01071812, N = 3SE +/- 0.00636362, N = 5SE +/- 0.00356042, N = 30.608994270.605171080.59366890

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q13bca0.14870.29740.44610.59480.7435SE +/- 0.04564272, N = 3SE +/- 0.02316584, N = 5SE +/- 0.01794735, N = 30.661032160.631280430.62415369

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q12bac0.18930.37860.56790.75720.9465SE +/- 0.01516868, N = 3SE +/- 0.01044729, N = 3SE +/- 0.00977394, N = 50.841165960.826151930.81592511

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q11acb0.1130.2260.3390.4520.565SE +/- 0.02619047, N = 3SE +/- 0.01029070, N = 5SE +/- 0.01124001, N = 30.502257420.476935790.47652994

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q10bca0.23530.47060.70590.94121.1765SE +/- 0.02586816, N = 3SE +/- 0.02707250, N = 5SE +/- 0.02276922, N = 31.045679371.039058771.00754728

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q09acb0.39530.79061.18591.58121.9765SE +/- 0.02042088, N = 3SE +/- 0.04620451, N = 5SE +/- 0.01118125, N = 31.756822391.702552991.67170942

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q08cab0.21750.4350.65250.871.0875SE +/- 0.03104628, N = 5SE +/- 0.02085146, N = 3SE +/- 0.02504056, N = 30.966751640.956949450.93207542

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q07cab0.2510.5020.7531.0041.255SE +/- 0.02627718, N = 5SE +/- 0.02652786, N = 3SE +/- 0.03835809, N = 31.115681651.074576701.07341138

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q06cba0.10090.20180.30270.40360.5045SE +/- 0.00509602, N = 5SE +/- 0.00452793, N = 3SE +/- 0.00381918, N = 30.448662440.447997830.44549557

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q05cba0.26750.5350.80251.071.3375SE +/- 0.02940788, N = 5SE +/- 0.07466321, N = 3SE +/- 0.02966001, N = 31.189025231.187351461.12886059

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q04cab0.22510.45020.67530.90041.1255SE +/- 0.04075950, N = 5SE +/- 0.00533023, N = 3SE +/- 0.00570430, N = 31.000647480.954276780.94041192

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q03bca0.26830.53660.80491.07321.3415SE +/- 0.04314913, N = 3SE +/- 0.03025807, N = 5SE +/- 0.02561180, N = 31.192312281.158202531.11738197

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q02bac0.25350.5070.76051.0141.2675SE +/- 0.06755222, N = 3SE +/- 0.01285985, N = 3SE +/- 0.01462254, N = 51.126881881.079544261.02245081

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q01bca0.45110.90221.35331.80442.2555SE +/- 0.02956222, N = 3SE +/- 0.01558666, N = 5SE +/- 0.02759866, N = 32.005110342.003405171.96544274

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Geometric Mean Of All Queriescab0.19870.39740.59610.79480.9935SE +/- 0.00898441, N = 5SE +/- 0.01034684, N = 3SE +/- 0.00863163, N = 30.883047680.877762990.87254224MIN: 0.45 / MAX: 3.24MIN: 0.46 / MAX: 3.13MIN: 0.46 / MAX: 3.26