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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a
December 04 2023
  14 Hours, 16 Minutes
b
December 04 2023
  14 Hours, 22 Minutes
c
December 04 2023
  14 Hours, 39 Minutes
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  14 Hours, 26 Minutes

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a

Kernel Notes: Transparent Huge Pages: madvise
Processor Notes: Scaling Governor: intel_pstate powersave (EPP: performance) - CPU Microcode: 0x11d - Thermald 2.5.4
Java Notes: OpenJDK Runtime Environment (build 11.0.20+8-post-Ubuntu-1ubuntu1)
Python Notes: Python 3.11.6
Security Notes: 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

b

c

Processor: Intel Core i9-14900K @ 5.70GHz (24 Cores / 32 Threads), Motherboard: ASUS PRIME Z790-P WIFI (1402 BIOS), Chipset: Intel Device 7a27, Memory: 32GB, Disk: Western Digital WD_BLACK SN850X 1000GB, Graphics: AMD Radeon 15GB (1617/1124MHz), Audio: Realtek ALC897, Monitor: ASUS VP28U

OS: Ubuntu 23.10, Kernel: 6.5.0-10-generic (x86_64), Desktop: GNOME Shell 45.0, Display Server: X Server 1.21.1.7 + Wayland, OpenGL: 4.6 Mesa 24.0~git2311100600.05fb6b~oibaf~m (git-05fb6b9 2023-11-10 mantic-oibaf-ppa) (LLVM 16.0.6 DRM 3.54), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 3840x2160

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 - Q22abc3691215Min: 7.08 / Avg: 7.25 / Max: 7.37Min: 7.28 / Avg: 7.37 / Max: 7.48Min: 7.18 / Avg: 7.26 / Max: 7.41

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 - Q21abc20406080100Min: 105.22 / Avg: 105.89 / Max: 106.29Min: 105.3 / Avg: 106.39 / Max: 108.24Min: 106.57 / Avg: 107.18 / Max: 108.1

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 - Q20abc510152025Min: 22.68 / Avg: 23 / Max: 23.29Min: 22.73 / Avg: 23.06 / Max: 23.26Min: 22.93 / Avg: 23.12 / Max: 23.36

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 - Q19abc510152025Min: 19.98 / Avg: 20.1 / Max: 20.18Min: 20.12 / Avg: 23.01 / Max: 28.57Min: 20.04 / Avg: 20.29 / Max: 20.72

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 - Q18abc1122334455Min: 49.29 / Avg: 49.58 / Max: 50.02Min: 49.77 / Avg: 52.83 / Max: 58.54Min: 49.76 / Avg: 50.04 / Max: 50.26

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 - Q17abc1020304050Min: 47.08 / Avg: 47.4 / Max: 47.91Min: 46.56 / Avg: 47.11 / Max: 47.81Min: 47.27 / Avg: 47.34 / Max: 47.45

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 - Q16abc246810Min: 5.32 / Avg: 5.84 / Max: 6.63Min: 5.09 / Avg: 5.43 / Max: 5.75Min: 5.05 / Avg: 5.19 / Max: 5.31

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 - Q15abc510152025Min: 18.39 / Avg: 18.55 / Max: 18.75Min: 18.39 / Avg: 18.56 / Max: 18.88Min: 18.49 / Avg: 18.66 / Max: 18.96

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 - Q14abc510152025Min: 19.98 / Avg: 20.2 / Max: 20.41Min: 20.22 / Avg: 20.35 / Max: 20.54Min: 20.15 / Avg: 20.35 / Max: 20.57

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 - Q13abc3691215Min: 10.28 / Avg: 10.46 / Max: 10.65Min: 9.95 / Avg: 10.27 / Max: 10.53Min: 10.15 / Avg: 10.21 / Max: 10.32

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 - Q12abc612182430Min: 25.61 / Avg: 25.95 / Max: 26.51Min: 25.25 / Avg: 25.69 / Max: 26.16Min: 24.93 / Avg: 25.56 / Max: 26.22

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 - Q11abc246810Min: 4.44 / Avg: 4.57 / Max: 4.74Min: 4.56 / Avg: 4.67 / Max: 4.8Min: 4.43 / Avg: 4.51 / Max: 4.58

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 - Q10abc612182430Min: 26.77 / Avg: 26.81 / Max: 26.86Min: 26.38 / Avg: 26.66 / Max: 26.91Min: 26.71 / Avg: 27.14 / Max: 27.84

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 - Q09abc816243240Min: 36.11 / Avg: 37.07 / Max: 37.92Min: 36 / Avg: 36.35 / Max: 36.69Min: 36.11 / Avg: 36.77 / Max: 37.41

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 - Q08abc612182430Min: 28.61 / Avg: 28.89 / Max: 29.32Min: 28.58 / Avg: 28.7 / Max: 28.81Min: 28.71 / Avg: 29.17 / Max: 29.46

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 - Q07abc612182430Min: 27.1 / Avg: 27.19 / Max: 27.27Min: 26.74 / Avg: 27.04 / Max: 27.52Min: 26.94 / Avg: 27.26 / Max: 27.42

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 - Q06abc48121620Min: 17.48 / Avg: 17.59 / Max: 17.65Min: 17.59 / Avg: 17.68 / Max: 17.81Min: 17.62 / Avg: 17.7 / Max: 17.77

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 - Q05abc714212835Min: 30.27 / Avg: 30.44 / Max: 30.62Min: 29.58 / Avg: 30.07 / Max: 30.5Min: 29.79 / Avg: 30.47 / Max: 31.41

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 - Q04abc612182430Min: 24.91 / Avg: 25.17 / Max: 25.38Min: 24.7 / Avg: 26.33 / Max: 29.05Min: 24.78 / Avg: 25.36 / Max: 25.76

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 - Q03abc714212835Min: 29.32 / Avg: 29.69 / Max: 30.08Min: 28.84 / Avg: 29.43 / Max: 30.05Min: 28.96 / Avg: 29.43 / Max: 30

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 - Q02abc246810Min: 5.39 / Avg: 5.94 / Max: 6.7Min: 5.5 / Avg: 5.62 / Max: 5.83Min: 5.42 / Avg: 5.71 / Max: 6.06

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 - Q01abc510152025Min: 20.77 / Avg: 21.31 / Max: 21.86Min: 21.23 / Avg: 21.63 / Max: 22.39Min: 21.21 / Avg: 21.72 / Max: 22.61

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: 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - Geometric Mean Of All Queriesabc510152025Min: 20.8 / Avg: 20.93 / Max: 21.17Min: 20.57 / Avg: 21.07 / Max: 21.59Min: 20.66 / Avg: 20.79 / Max: 20.89

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 - Q22abc246810Min: 1.68 / Avg: 1.75 / Max: 1.81Min: 1.66 / Avg: 1.89 / Max: 2.29Min: 1.76 / Avg: 1.84 / Max: 1.91

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 - Q21abc510152025Min: 19.47 / Avg: 19.76 / Max: 19.92Min: 19.16 / Avg: 19.52 / Max: 20.01Min: 19.23 / Avg: 19.47 / Max: 19.8

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 - Q20abc246810Min: 4.82 / Avg: 4.89 / Max: 4.94Min: 4.83 / Avg: 4.91 / Max: 5Min: 4.8 / Avg: 4.84 / Max: 4.9

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 - Q19abc246810Min: 4.08 / Avg: 4.16 / Max: 4.25Min: 4.05 / Avg: 4.06 / Max: 4.09Min: 4.1 / Avg: 4.16 / Max: 4.2

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 - Q18abc3691215Min: 9.98 / Avg: 10.11 / Max: 10.18Min: 10.03 / Avg: 10.08 / Max: 10.14Min: 10.06 / Avg: 10.13 / Max: 10.22

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 - Q17abc3691215Min: 9.4 / Avg: 9.53 / Max: 9.71Min: 9.46 / Avg: 9.51 / Max: 9.54Min: 9.62 / Avg: 9.68 / Max: 9.8

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 - Q16abc246810Min: 1.78 / Avg: 1.88 / Max: 2.05Min: 1.7 / Avg: 1.76 / Max: 1.83Min: 1.6 / Avg: 1.7 / Max: 1.78

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 - Q15abc246810Min: 3.87 / Avg: 3.89 / Max: 3.91Min: 3.89 / Avg: 3.92 / Max: 3.94Min: 3.88 / Avg: 4.02 / Max: 4.2

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 - Q14abc246810Min: 4.1 / Avg: 4.21 / Max: 4.42Min: 4.42 / Avg: 4.5 / Max: 4.56Min: 4.07 / Avg: 4.13 / Max: 4.24

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 - Q13abc246810Min: 2.14 / Avg: 2.36 / Max: 2.53Min: 2.27 / Avg: 2.32 / Max: 2.4Min: 2.19 / Avg: 2.28 / Max: 2.35

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 - Q12abc246810Min: 4.86 / Avg: 4.95 / Max: 5.02Min: 4.87 / Avg: 4.97 / Max: 5.11Min: 4.75 / Avg: 4.9 / Max: 5

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 - Q11abc246810Min: 1.28 / Avg: 1.37 / Max: 1.46Min: 1.23 / Avg: 1.3 / Max: 1.37Min: 1.35 / Avg: 1.44 / Max: 1.53

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 - Q10abc246810Min: 5.59 / Avg: 5.77 / Max: 5.96Min: 5.43 / Avg: 5.55 / Max: 5.7Min: 5.86 / Avg: 5.95 / Max: 6.06

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 - Q09abc3691215Min: 7.71 / Avg: 8.06 / Max: 8.36Min: 7.44 / Avg: 7.67 / Max: 7.9Min: 7.57 / Avg: 7.74 / Max: 8.03

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 - Q08abc246810Min: 5.96 / Avg: 6.09 / Max: 6.2Min: 5.93 / Avg: 6.06 / Max: 6.14Min: 5.91 / Avg: 5.98 / Max: 6.05

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 - Q07abc246810Min: 5.38 / Avg: 5.49 / Max: 5.56Min: 5.47 / Avg: 5.53 / Max: 5.58Min: 5.53 / Avg: 5.61 / Max: 5.78

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 - Q06abc246810Min: 3.55 / Avg: 3.56 / Max: 3.56Min: 3.51 / Avg: 3.59 / Max: 3.64Min: 3.5 / Avg: 3.56 / Max: 3.6

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 - Q05abc3691215Min: 6.34 / Avg: 6.51 / Max: 6.6Min: 6.38 / Avg: 6.46 / Max: 6.58Min: 6.39 / Avg: 6.53 / Max: 6.69

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 - Q04abc246810Min: 5.11 / Avg: 5.3 / Max: 5.47Min: 5.22 / Avg: 5.33 / Max: 5.53Min: 5.22 / Avg: 5.28 / Max: 5.35

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 - Q03abc3691215Min: 6.12 / Avg: 6.31 / Max: 6.53Min: 6.06 / Avg: 6.17 / Max: 6.23Min: 6.16 / Avg: 6.29 / Max: 6.52

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 - Q02abc246810Min: 1.88 / Avg: 1.93 / Max: 2.01Min: 1.93 / Avg: 1.96 / Max: 1.99Min: 1.89 / Avg: 1.96 / Max: 2.1

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 - Q01abc246810Min: 5.39 / Avg: 5.42 / Max: 5.44Min: 5.33 / Avg: 5.41 / Max: 5.45Min: 5.39 / Avg: 5.5 / Max: 5.57

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: 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - Geometric Mean Of All Queriesabc246810Min: 4.58 / Avg: 4.62 / Max: 4.67Min: 4.54 / Avg: 4.58 / Max: 4.67Min: 4.58 / Avg: 4.6 / Max: 4.64

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 - Q22abc246810Min: 0.49 / Avg: 0.51 / Max: 0.52Min: 0.47 / Avg: 0.49 / Max: 0.52Min: 0.51 / Avg: 0.55 / Max: 0.59

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 - Q21abc246810Min: 2.9 / Avg: 3.03 / Max: 3.13Min: 2.99 / Avg: 3.14 / Max: 3.26Min: 2.91 / Avg: 3.06 / Max: 3.24

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 - Q20abc246810Min: 0.88 / Avg: 0.89 / Max: 0.91Min: 0.89 / Avg: 0.89 / Max: 0.9Min: 0.84 / Avg: 0.9 / Max: 0.97

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 - Q19abc246810Min: 0.58 / Avg: 0.62 / Max: 0.69Min: 0.56 / Avg: 0.57 / Max: 0.58Min: 0.57 / Avg: 0.63 / Max: 0.71

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 - Q18abc246810Min: 1.32 / Avg: 1.39 / Max: 1.43Min: 1.36 / Avg: 1.45 / Max: 1.55Min: 1.37 / Avg: 1.45 / Max: 1.55

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 - Q17abc246810Min: 1.14 / Avg: 1.17 / Max: 1.19Min: 1.1 / Avg: 1.14 / Max: 1.17Min: 1.14 / Avg: 1.15 / Max: 1.18

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 - Q16abc246810Min: 0.59 / Avg: 0.61 / Max: 0.63Min: 0.58 / Avg: 0.6 / Max: 0.62Min: 0.62 / Avg: 0.63 / Max: 0.64

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 - Q15abc246810Min: 0.62 / Avg: 0.63 / Max: 0.65Min: 0.63 / Avg: 0.65 / Max: 0.68Min: 0.61 / Avg: 0.62 / Max: 0.64

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 - Q14abc246810Min: 0.59 / Avg: 0.61 / Max: 0.63Min: 0.59 / Avg: 0.59 / Max: 0.6Min: 0.59 / Avg: 0.61 / Max: 0.63

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 - Q13abc246810Min: 0.59 / Avg: 0.62 / Max: 0.65Min: 0.58 / Avg: 0.66 / Max: 0.74Min: 0.58 / Avg: 0.63 / Max: 0.71

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 - Q12abc246810Min: 0.81 / Avg: 0.83 / Max: 0.84Min: 0.81 / Avg: 0.84 / Max: 0.87Min: 0.8 / Avg: 0.82 / Max: 0.85

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 - Q11abc246810Min: 0.46 / Avg: 0.5 / Max: 0.55Min: 0.46 / Avg: 0.48 / Max: 0.5Min: 0.45 / Avg: 0.48 / Max: 0.51

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 - Q10abc246810Min: 0.96 / Avg: 1.01 / Max: 1.03Min: 1 / Avg: 1.05 / Max: 1.09Min: 0.94 / Avg: 1.04 / Max: 1.1

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 - Q09abc246810Min: 1.72 / Avg: 1.76 / Max: 1.79Min: 1.65 / Avg: 1.67 / Max: 1.69Min: 1.62 / Avg: 1.7 / Max: 1.88

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 - Q08abc246810Min: 0.93 / Avg: 0.96 / Max: 1Min: 0.88 / Avg: 0.93 / Max: 0.97Min: 0.9 / Avg: 0.97 / Max: 1.08

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 - Q07abc246810Min: 1.04 / Avg: 1.07 / Max: 1.13Min: 1.02 / Avg: 1.07 / Max: 1.15Min: 1.05 / Avg: 1.12 / Max: 1.19

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 - Q06abc12345Min: 0.44 / Avg: 0.45 / Max: 0.45Min: 0.44 / Avg: 0.45 / Max: 0.46Min: 0.44 / Avg: 0.45 / Max: 0.47

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 - Q05abc246810Min: 1.07 / Avg: 1.13 / Max: 1.17Min: 1.09 / Avg: 1.19 / Max: 1.33Min: 1.13 / Avg: 1.19 / Max: 1.28

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 - Q04abc246810Min: 0.94 / Avg: 0.95 / Max: 0.96Min: 0.93 / Avg: 0.94 / Max: 0.95Min: 0.93 / Avg: 1 / Max: 1.16

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 - Q03abc246810Min: 1.08 / Avg: 1.12 / Max: 1.17Min: 1.13 / Avg: 1.19 / Max: 1.28Min: 1.08 / Avg: 1.16 / Max: 1.26

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 - Q02abc246810Min: 1.06 / Avg: 1.08 / Max: 1.1Min: 1.03 / Avg: 1.13 / Max: 1.26Min: 0.97 / Avg: 1.02 / Max: 1.06

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 - Q01abc246810Min: 1.93 / Avg: 1.97 / Max: 2.02Min: 1.96 / Avg: 2.01 / Max: 2.06Min: 1.96 / Avg: 2 / Max: 2.05

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
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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - Geometric Mean Of All Queriesabc246810Min: 0.86 / Avg: 0.88 / Max: 0.9Min: 0.86 / Avg: 0.87 / Max: 0.89Min: 0.86 / Avg: 0.88 / Max: 0.91

a

Kernel Notes: Transparent Huge Pages: madvise
Processor Notes: Scaling Governor: intel_pstate powersave (EPP: performance) - CPU Microcode: 0x11d - Thermald 2.5.4
Java Notes: OpenJDK Runtime Environment (build 11.0.20+8-post-Ubuntu-1ubuntu1)
Python Notes: Python 3.11.6
Security Notes: 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

Testing initiated at 4 December 2023 21:07 by user pts.

b

Kernel Notes: Transparent Huge Pages: madvise
Processor Notes: Scaling Governor: intel_pstate powersave (EPP: performance) - CPU Microcode: 0x11d - Thermald 2.5.4
Java Notes: OpenJDK Runtime Environment (build 11.0.20+8-post-Ubuntu-1ubuntu1)
Python Notes: Python 3.11.6
Security Notes: 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

Testing initiated at 4 December 2023 21:52 by user pts.

c

Processor: Intel Core i9-14900K @ 5.70GHz (24 Cores / 32 Threads), Motherboard: ASUS PRIME Z790-P WIFI (1402 BIOS), Chipset: Intel Device 7a27, Memory: 32GB, Disk: Western Digital WD_BLACK SN850X 1000GB, Graphics: AMD Radeon 15GB (1617/1124MHz), Audio: Realtek ALC897, Monitor: ASUS VP28U

OS: Ubuntu 23.10, Kernel: 6.5.0-10-generic (x86_64), Desktop: GNOME Shell 45.0, Display Server: X Server 1.21.1.7 + Wayland, OpenGL: 4.6 Mesa 24.0~git2311100600.05fb6b~oibaf~m (git-05fb6b9 2023-11-10 mantic-oibaf-ppa) (LLVM 16.0.6 DRM 3.54), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 3840x2160

Kernel Notes: Transparent Huge Pages: madvise
Processor Notes: Scaling Governor: intel_pstate powersave (EPP: performance) - CPU Microcode: 0x11d - Thermald 2.5.4
Java Notes: OpenJDK Runtime Environment (build 11.0.20+8-post-Ubuntu-1ubuntu1)
Python Notes: Python 3.11.6
Security Notes: 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

Testing initiated at 4 December 2023 22:52 by user pts.