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 - Q22abc246810SE +/- 0.08879993, N = 3SE +/- 0.05972765, N = 3SE +/- 0.07415564, N = 37.253297817.366175337.26467959

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 - Q19abc612182430SE +/- 0.06, N = 3SE +/- 2.78, N = 3SE +/- 0.21, N = 320.1023.0120.29

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q18abc1224364860SE +/- 0.22, N = 3SE +/- 2.86, N = 3SE +/- 0.15, N = 349.5852.8350.04

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q17abc1122334455SE +/- 0.26, N = 3SE +/- 0.37, N = 3SE +/- 0.05, N = 347.4047.1147.34

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 - 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 - 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 - Q11abc1.05112.10223.15334.20445.2555SE +/- 0.08969490, N = 3SE +/- 0.07155205, N = 3SE +/- 0.04204767, N = 34.567215294.671589374.51339372

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q10abc612182430SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.35, N = 326.8126.6627.14

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q09abc918273645SE +/- 0.53, N = 3SE +/- 0.20, N = 3SE +/- 0.38, N = 337.0736.3536.77

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q08abc714212835SE +/- 0.22, N = 3SE +/- 0.06, N = 3SE +/- 0.23, N = 328.8928.7029.17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q07abc612182430SE +/- 0.05, N = 3SE +/- 0.24, N = 3SE +/- 0.16, N = 327.1927.0427.26

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 - Q05abc714212835SE +/- 0.10, N = 3SE +/- 0.27, N = 3SE +/- 0.48, N = 330.4430.0730.47

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q04abc612182430SE +/- 0.14, N = 3SE +/- 1.37, N = 3SE +/- 0.30, N = 325.1726.3325.36

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 - Q02abc1.33572.67144.00715.34286.6785SE +/- 0.39449648, N = 3SE +/- 0.10684775, N = 3SE +/- 0.18774866, N = 35.936616425.619996395.70603227

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 Queriesabc510152025SE +/- 0.12, N = 3SE +/- 0.30, N = 3SE +/- 0.07, N = 320.9321.0720.79MIN: 4.44 / MAX: 106.29MIN: 4.56 / MAX: 108.24MIN: 4.43 / MAX: 108.1

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q22abc0.4250.851.2751.72.125SE +/- 0.03616955, N = 3SE +/- 0.19973525, N = 3SE +/- 0.04540125, N = 31.745078281.888799231.84473832

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 - Q20abc1.10592.21183.31774.42365.5295SE +/- 0.03484394, N = 3SE +/- 0.04933337, N = 3SE +/- 0.03240981, N = 34.889930094.914939094.83694919

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q19abc0.93611.87222.80833.74444.6805SE +/- 0.04893303, N = 3SE +/- 0.01269652, N = 3SE +/- 0.03175194, N = 34.160230954.064915664.15926790

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q18abc3691215SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 310.1110.0810.13

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q17abc3691215SE +/- 0.09124726, N = 3SE +/- 0.02622960, N = 3SE +/- 0.05776654, N = 39.533895499.507862099.68347200

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 - 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 - Q14abc1.01152.0233.03454.0465.0575SE +/- 0.10426379, N = 3SE +/- 0.04072490, N = 3SE +/- 0.05388011, N = 34.214814194.495748364.12753487

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 - Q12abc1.11772.23543.35314.47085.5885SE +/- 0.04666689, N = 3SE +/- 0.07326101, N = 3SE +/- 0.07739419, N = 34.953968054.967684114.90439066

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q11abc0.32370.64740.97111.29481.6185SE +/- 0.05436805, N = 3SE +/- 0.04245030, N = 3SE +/- 0.05071133, N = 31.370762471.295265911.43875642

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q10abc1.33772.67544.01315.35086.6885SE +/- 0.10525463, N = 3SE +/- 0.07921354, N = 3SE +/- 0.06029529, N = 35.769618195.549015365.94530900

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q09abc246810SE +/- 0.18978055, N = 3SE +/- 0.13293258, N = 3SE +/- 0.14477705, N = 38.062225187.672080047.74055862

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 - 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 - Q06abc0.80671.61342.42013.22684.0335SE +/- 0.00338262, N = 3SE +/- 0.03708451, N = 3SE +/- 0.02890393, N = 33.556625213.585188553.55979506

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q05abc246810SE +/- 0.08395828, N = 3SE +/- 0.06209396, N = 3SE +/- 0.08877337, N = 36.509300076.456569206.52946170

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q04abc1.19832.39663.59494.79325.9915SE +/- 0.10565333, N = 3SE +/- 0.10290072, N = 3SE +/- 0.03886994, N = 35.304034555.325991155.28160683

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q03abc246810SE +/- 0.12005156, N = 3SE +/- 0.05504390, N = 3SE +/- 0.11388393, N = 36.313166306.170678306.28960355

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q02abc0.44160.88321.32481.76642.208SE +/- 0.03957265, N = 3SE +/- 0.01619127, N = 3SE +/- 0.06896646, N = 31.927962461.962858241.96273367

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q01abc1.23712.47423.71134.94846.1855SE +/- 0.01594396, N = 3SE +/- 0.04076953, N = 3SE +/- 0.05370656, N = 35.416866155.406970825.49814351

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Geometric Mean Of All Queriesabc1.042.083.124.165.2SE +/- 0.02540501, N = 3SE +/- 0.04191924, N = 3SE +/- 0.01708274, N = 34.622163844.584358684.60235157MIN: 1.28 / MAX: 19.92MIN: 1.23 / MAX: 20.01MIN: 1.35 / MAX: 19.8

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q22abc0.12260.24520.36780.49040.613SE +/- 0.01197312, N = 3SE +/- 0.01280428, N = 3SE +/- 0.01483143, N = 50.511430380.494543810.54503864

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q21abc0.70631.41262.11892.82523.5315SE +/- 0.07037842, N = 3SE +/- 0.07871920, N = 3SE +/- 0.07324751, N = 53.031555413.139269043.05967259

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 - Q19abc0.14260.28520.42780.57040.713SE +/- 0.03812282, N = 3SE +/- 0.00819637, N = 3SE +/- 0.02637092, N = 50.615442670.573848350.63374029

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 - Q17abc0.26280.52560.78841.05121.314SE +/- 0.01661503, N = 3SE +/- 0.02002921, N = 3SE +/- 0.00618880, N = 51.168189331.140700341.15393855

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q16abc0.14070.28140.42210.56280.7035SE +/- 0.01122523, N = 3SE +/- 0.01159593, N = 3SE +/- 0.00366242, N = 50.613134940.599785430.62539817

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q15abc0.14540.29080.43620.58160.727SE +/- 0.01053189, N = 3SE +/- 0.01497221, N = 3SE +/- 0.00535155, N = 50.631158690.646340610.62265047

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q14abc0.1370.2740.4110.5480.685SE +/- 0.01071812, N = 3SE +/- 0.00356042, N = 3SE +/- 0.00636362, N = 50.608994270.593668900.60517108

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q13abc0.14870.29740.44610.59480.7435SE +/- 0.01794735, N = 3SE +/- 0.04564272, N = 3SE +/- 0.02316584, N = 50.624153690.661032160.63128043

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q12abc0.18930.37860.56790.75720.9465SE +/- 0.01044729, N = 3SE +/- 0.01516868, N = 3SE +/- 0.00977394, N = 50.826151930.841165960.81592511

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q11abc0.1130.2260.3390.4520.565SE +/- 0.02619047, N = 3SE +/- 0.01124001, N = 3SE +/- 0.01029070, N = 50.502257420.476529940.47693579

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q10abc0.23530.47060.70590.94121.1765SE +/- 0.02276922, N = 3SE +/- 0.02586816, N = 3SE +/- 0.02707250, N = 51.007547281.045679371.03905877

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q09abc0.39530.79061.18591.58121.9765SE +/- 0.02042088, N = 3SE +/- 0.01118125, N = 3SE +/- 0.04620451, N = 51.756822391.671709421.70255299

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q08abc0.21750.4350.65250.871.0875SE +/- 0.02085146, N = 3SE +/- 0.02504056, N = 3SE +/- 0.03104628, N = 50.956949450.932075420.96675164

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q07abc0.2510.5020.7531.0041.255SE +/- 0.02652786, N = 3SE +/- 0.03835809, N = 3SE +/- 0.02627718, N = 51.074576701.073411381.11568165

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 - Q04abc0.22510.45020.67530.90041.1255SE +/- 0.00533023, N = 3SE +/- 0.00570430, N = 3SE +/- 0.04075950, N = 50.954276780.940411921.00064748

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q03abc0.26830.53660.80491.07321.3415SE +/- 0.02561180, N = 3SE +/- 0.04314913, N = 3SE +/- 0.03025807, N = 51.117381971.192312281.15820253

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q02abc0.25350.5070.76051.0141.2675SE +/- 0.01285985, N = 3SE +/- 0.06755222, N = 3SE +/- 0.01462254, N = 51.079544261.126881881.02245081

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q01abc0.45110.90221.35331.80442.2555SE +/- 0.02759866, N = 3SE +/- 0.02956222, N = 3SE +/- 0.01558666, N = 51.965442742.005110342.00340517

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Geometric Mean Of All Queriesabc0.19870.39740.59610.79480.9935SE +/- 0.01034684, N = 3SE +/- 0.00863163, N = 3SE +/- 0.00898441, N = 50.877762990.872542240.88304768MIN: 0.46 / MAX: 3.13MIN: 0.46 / MAX: 3.26MIN: 0.45 / MAX: 3.24