tpch sparky

Tests for a future article. AMD Ryzen 9 7950X 16-Core testing with a ASUS ROG STRIX X670E-E GAMING WIFI (1416 BIOS) and NVIDIA NV174 8GB on Ubuntu 23.10 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2312041-PTS-TPCHSPAR10&grs&rdt.

tpch sparkyProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionabAMD Ryzen 9 7950X 16-Core @ 5.88GHz (16 Cores / 32 Threads)ASUS ROG STRIX X670E-E GAMING WIFI (1416 BIOS)AMD Device 14d832GB2000GB Samsung SSD 980 PRO 2TB + 4001GB Western Digital WD_BLACK SN850X 4000GBNVIDIA NV174 8GBNVIDIA GA104 HD AudioDELL U2723QEIntel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411Ubuntu 23.106.7.0-060700rc2daily20231127-generic (x86_64)GNOME Shell 45.1X Server 1.21.1.7 + Waylandnouveau4.3 Mesa 24.0~git2311260600.945288~oibaf~m (git-945288f 2023-11-26 mantic-oibaf-ppa)GCC 13.2.0 + LLVM 16.0.6ext43840x2160OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseProcessor Details- Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa601203Java Details- OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu123.10)Python Details- Python 3.11.6Security Details- 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: Vulnerable: Safe RET no microcode + 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 STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

tpch sparkyspark-tpch: 100 - Geometric Mean Of All Queriesspark-tpch: 50 - Geometric Mean Of All Queriesspark-tpch: 1 - Geometric Mean Of All Queriesspark-tpch: 10 - Geometric Mean Of All Queriesspark-tpch: 100 - Q22spark-tpch: 100 - Q21spark-tpch: 100 - Q20spark-tpch: 100 - Q19spark-tpch: 100 - Q18spark-tpch: 100 - Q17spark-tpch: 100 - Q16spark-tpch: 100 - Q15spark-tpch: 100 - Q14spark-tpch: 100 - Q13spark-tpch: 100 - Q12spark-tpch: 100 - Q11spark-tpch: 100 - Q10spark-tpch: 100 - Q09spark-tpch: 100 - Q08spark-tpch: 100 - Q07spark-tpch: 100 - Q06spark-tpch: 100 - Q05spark-tpch: 100 - Q04spark-tpch: 100 - Q03spark-tpch: 100 - Q02spark-tpch: 100 - Q01spark-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: 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: 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 - Q01ab52.1022899825.679560471.075517765.7549074015.61734390257.5032246957.6570739850.71526591128.13427480123.0399907413.4203198846.8868802451.2898979222.8182888066.3500747712.3399690066.99342346104.6476593072.4036076967.804687544.7201232975.2306823763.4572690368.9359105411.4985796649.179523478.09008837128.8945261628.7485974625.3085791363.0175603258.293804176.5423344023.3464965825.6421648711.8073056532.375083296.1217289033.0668780045.6652603236.2811991433.6409390822.1198902136.8637809731.1353219436.093758906.8570818925.412600842.1715943823.409882236.338078185.2017909712.6639394711.829778992.277861204.978137975.449492623.022573476.239727811.797285557.105355909.193227457.332035386.747567654.433709147.906052596.577117767.481011392.250048486.311233200.621126873.594456041.074701750.693959851.789312761.462197540.775601310.776500920.738675460.791692831.057829340.625227131.266760431.990826251.172779881.412877360.533354681.430737021.239550631.384356901.172841792.1504974451.0397653625.90475391.068308375.757356815.30221462251.074829156.2781066950.32149124124.86743164119.1663513213.1970300746.5463180550.800483722.0551490863.1657104512.1318111465.45317078102.8100509672.3209457468.3340606744.5996398974.5218429662.613918369.4283981311.5603275349.307121288.37519741129.6703338629.0145530725.7982997962.9690666259.476913457.1270375323.4703636226.2560977912.0069656432.26219945.9038305333.6288948144.2379646334.8936042833.1927261422.3126640337.9534797731.2826957735.117149356.8425216725.540374762.0851302123.304231646.109913355.226128112.6298131911.803380972.339059115.013192185.332581042.901242496.356723791.94165237.151951799.605816847.114100936.810297014.369860177.576030736.309422027.330416682.11009866.149677280.606661023.619772671.153450010.666547421.776160721.442211750.715276060.770980120.765403750.768678191.064730880.61058141.289570092.031487461.127421861.39594340.537158311.486977221.287102821.360372071.188475372.13585591OpenBenchmarking.org

Apache Spark TPC-H

Scale Factor: 100 - Geometric Mean Of All Queries

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Geometric Mean Of All Queriesab1224364860SE +/- 0.11, N = 352.1051.04MIN: 12.07 / MAX: 259.51MIN: 12.13 / MAX: 251.07

Apache Spark TPC-H

Scale Factor: 50 - Geometric Mean Of All Queries

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Geometric Mean Of All Queriesab612182430SE +/- 0.30, N = 325.6825.90MIN: 6.05 / MAX: 130.94MIN: 5.9 / MAX: 129.67

Apache Spark TPC-H

Scale Factor: 1 - Geometric Mean Of All Queries

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Geometric Mean Of All Queriesab0.2420.4840.7260.9681.21SE +/- 0.01125755, N = 31.075517761.06830837MIN: 0.55 / MAX: 3.68MIN: 0.61 / MAX: 3.62

Apache Spark TPC-H

Scale Factor: 10 - Geometric Mean Of All Queries

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Geometric Mean Of All Queriesab1.29542.59083.88625.18166.477SE +/- 0.01148675, N = 35.754907405.75735680MIN: 1.77 / MAX: 23.49MIN: 1.94 / MAX: 23.3

Apache Spark TPC-H

Scale Factor: 100 - Q22

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q22ab48121620SE +/- 0.05, N = 315.6215.30

Apache Spark TPC-H

Scale Factor: 100 - Q21

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q21ab60120180240300SE +/- 1.17, N = 3257.50251.07

Apache Spark TPC-H

Scale Factor: 100 - Q20

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q20ab1326395265SE +/- 0.14, N = 357.6656.28

Apache Spark TPC-H

Scale Factor: 100 - Q19

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q19ab1122334455SE +/- 0.10, N = 350.7250.32

Apache Spark TPC-H

Scale Factor: 100 - Q18

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q18ab306090120150SE +/- 0.40, N = 3128.13124.87

Apache Spark TPC-H

Scale Factor: 100 - Q17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q17ab306090120150SE +/- 0.27, N = 3123.04119.17

Apache Spark TPC-H

Scale Factor: 100 - Q16

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q16ab3691215SE +/- 0.11, N = 313.4213.20

Apache Spark TPC-H

Scale Factor: 100 - Q15

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q15ab1122334455SE +/- 0.10, N = 346.8946.55

Apache Spark TPC-H

Scale Factor: 100 - Q14

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q14ab1224364860SE +/- 0.30, N = 351.2950.80

Apache Spark TPC-H

Scale Factor: 100 - Q13

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q13ab510152025SE +/- 0.67, N = 322.8222.06

Apache Spark TPC-H

Scale Factor: 100 - Q12

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q12ab1530456075SE +/- 0.05, N = 366.3563.17

Apache Spark TPC-H

Scale Factor: 100 - Q11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q11ab3691215SE +/- 0.16, N = 312.3412.13

Apache Spark TPC-H

Scale Factor: 100 - Q10

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q10ab1530456075SE +/- 0.38, N = 366.9965.45

Apache Spark TPC-H

Scale Factor: 100 - Q09

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q09ab20406080100SE +/- 2.94, N = 3104.65102.81

Apache Spark TPC-H

Scale Factor: 100 - Q08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q08ab1632486480SE +/- 1.59, N = 372.4072.32

Apache Spark TPC-H

Scale Factor: 100 - Q07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q07ab1530456075SE +/- 0.86, N = 367.8068.33

Apache Spark TPC-H

Scale Factor: 100 - Q06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q06ab1020304050SE +/- 0.08, N = 344.7244.60

Apache Spark TPC-H

Scale Factor: 100 - Q05

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q05ab20406080100SE +/- 1.50, N = 375.2374.52

Apache Spark TPC-H

Scale Factor: 100 - Q04

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q04ab1428425670SE +/- 0.57, N = 363.4662.61

Apache Spark TPC-H

Scale Factor: 100 - Q03

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q03ab1530456075SE +/- 0.74, N = 368.9469.43

Apache Spark TPC-H

Scale Factor: 100 - Q02

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q02ab3691215SE +/- 0.22, N = 311.5011.56

Apache Spark TPC-H

Scale Factor: 100 - Q01

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q01ab1122334455SE +/- 0.19, N = 349.1849.31

Apache Spark TPC-H

Scale Factor: 50 - Q22

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q22ab246810SE +/- 0.12625543, N = 38.090088378.37519741

Apache Spark TPC-H

Scale Factor: 50 - Q21

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q21ab306090120150SE +/- 1.18, N = 3128.89129.67

Apache Spark TPC-H

Scale Factor: 50 - Q20

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q20ab714212835SE +/- 0.15, N = 328.7529.01

Apache Spark TPC-H

Scale Factor: 50 - Q19

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q19ab612182430SE +/- 0.05, N = 325.3125.80

Apache Spark TPC-H

Scale Factor: 50 - Q18

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q18ab1428425670SE +/- 0.79, N = 363.0262.97

Apache Spark TPC-H

Scale Factor: 50 - Q17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q17ab1326395265SE +/- 0.33, N = 358.2959.48

Apache Spark TPC-H

Scale Factor: 50 - Q16

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q16ab246810SE +/- 0.45590060, N = 36.542334407.12703753

Apache Spark TPC-H

Scale Factor: 50 - Q15

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q15ab612182430SE +/- 0.07, N = 323.3523.47

Apache Spark TPC-H

Scale Factor: 50 - Q14

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q14ab612182430SE +/- 0.18, N = 325.6426.26

Apache Spark TPC-H

Scale Factor: 50 - Q13

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q13ab3691215SE +/- 0.16, N = 311.8112.01

Apache Spark TPC-H

Scale Factor: 50 - Q12

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q12ab816243240SE +/- 0.50, N = 332.3832.26

Apache Spark TPC-H

Scale Factor: 50 - Q11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q11ab246810SE +/- 0.05184602, N = 36.121728905.90383053

Apache Spark TPC-H

Scale Factor: 50 - Q10

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q10ab816243240SE +/- 0.08, N = 333.0733.63

Apache Spark TPC-H

Scale Factor: 50 - Q09

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q09ab1020304050SE +/- 1.28, N = 345.6744.24

Apache Spark TPC-H

Scale Factor: 50 - Q08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q08ab816243240SE +/- 0.70, N = 336.2834.89

Apache Spark TPC-H

Scale Factor: 50 - Q07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q07ab816243240SE +/- 0.34, N = 333.6433.19

Apache Spark TPC-H

Scale Factor: 50 - Q06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q06ab510152025SE +/- 0.04, N = 322.1222.31

Apache Spark TPC-H

Scale Factor: 50 - Q05

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q05ab918273645SE +/- 0.30, N = 336.8637.95

Apache Spark TPC-H

Scale Factor: 50 - Q04

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q04ab714212835SE +/- 0.51, N = 331.1431.28

Apache Spark TPC-H

Scale Factor: 50 - Q03

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q03ab816243240SE +/- 0.48, N = 336.0935.12

Apache Spark TPC-H

Scale Factor: 50 - Q02

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q02ab246810SE +/- 0.10852285, N = 36.857081896.84252167

Apache Spark TPC-H

Scale Factor: 50 - Q01

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q01ab612182430SE +/- 0.18, N = 325.4125.54

Apache Spark TPC-H

Scale Factor: 10 - Q22

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q22ab0.48860.97721.46581.95442.443SE +/- 0.02290474, N = 32.171594382.08513021

Apache Spark TPC-H

Scale Factor: 10 - Q21

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q21ab612182430SE +/- 0.05, N = 323.4123.30

Apache Spark TPC-H

Scale Factor: 10 - Q20

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q20ab246810SE +/- 0.05893057, N = 36.338078186.10991335

Apache Spark TPC-H

Scale Factor: 10 - Q19

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q19ab1.17592.35183.52774.70365.8795SE +/- 0.04884219, N = 35.201790975.22612810

Apache Spark TPC-H

Scale Factor: 10 - Q18

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q18ab3691215SE +/- 0.02, N = 312.6612.63

Apache Spark TPC-H

Scale Factor: 10 - Q17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q17ab3691215SE +/- 0.07, N = 311.8311.80

Apache Spark TPC-H

Scale Factor: 10 - Q16

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q16ab0.52631.05261.57892.10522.6315SE +/- 0.03214906, N = 32.277861202.33905911

Apache Spark TPC-H

Scale Factor: 10 - Q15

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q15ab1.1282.2563.3844.5125.64SE +/- 0.05671005, N = 34.978137975.01319218

Apache Spark TPC-H

Scale Factor: 10 - Q14

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q14ab1.22612.45223.67834.90446.1305SE +/- 0.03750473, N = 35.449492625.33258104

Apache Spark TPC-H

Scale Factor: 10 - Q13

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q13ab0.68011.36022.04032.72043.4005SE +/- 0.04012746, N = 33.022573472.90124249

Apache Spark TPC-H

Scale Factor: 10 - Q12

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q12ab246810SE +/- 0.06795618, N = 36.239727816.35672379

Apache Spark TPC-H

Scale Factor: 10 - Q11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q11ab0.43690.87381.31071.74762.1845SE +/- 0.02123125, N = 31.797285551.94165230

Apache Spark TPC-H

Scale Factor: 10 - Q10

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q10ab246810SE +/- 0.04310040, N = 37.105355907.15195179

Apache Spark TPC-H

Scale Factor: 10 - Q09

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q09ab3691215SE +/- 0.14272942, N = 39.193227459.60581684

Apache Spark TPC-H

Scale Factor: 10 - Q08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q08ab246810SE +/- 0.08511200, N = 37.332035387.11410093

Apache Spark TPC-H

Scale Factor: 10 - Q07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q07ab246810SE +/- 0.15015487, N = 36.747567656.81029701

Apache Spark TPC-H

Scale Factor: 10 - Q06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q06ab0.99761.99522.99283.99044.988SE +/- 0.05008379, N = 34.433709144.36986017

Apache Spark TPC-H

Scale Factor: 10 - Q05

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q05ab246810SE +/- 0.08963252, N = 37.906052597.57603073

Apache Spark TPC-H

Scale Factor: 10 - Q04

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q04ab246810SE +/- 0.07691562, N = 36.577117766.30942202

Apache Spark TPC-H

Scale Factor: 10 - Q03

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q03ab246810SE +/- 0.05235045, N = 37.481011397.33041668

Apache Spark TPC-H

Scale Factor: 10 - Q02

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q02ab0.50631.01261.51892.02522.5315SE +/- 0.04460037, N = 32.250048482.11009860

Apache Spark TPC-H

Scale Factor: 10 - Q01

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q01ab246810SE +/- 0.10785121, N = 36.311233206.14967728

Apache Spark TPC-H

Scale Factor: 1 - Q22

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q22ab0.13980.27960.41940.55920.699SE +/- 0.03385261, N = 30.621126870.60666102

Apache Spark TPC-H

Scale Factor: 1 - Q21

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q21ab0.81441.62882.44323.25764.072SE +/- 0.04461235, N = 33.594456043.61977267

Apache Spark TPC-H

Scale Factor: 1 - Q20

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q20ab0.25950.5190.77851.0381.2975SE +/- 0.02430008, N = 31.074701751.15345001

Apache Spark TPC-H

Scale Factor: 1 - Q19

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q19ab0.15610.31220.46830.62440.7805SE +/- 0.03020707, N = 30.693959850.66654742

Apache Spark TPC-H

Scale Factor: 1 - Q18

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q18ab0.40260.80521.20781.61042.013SE +/- 0.05290042, N = 31.789312761.77616072

Apache Spark TPC-H

Scale Factor: 1 - Q17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q17ab0.3290.6580.9871.3161.645SE +/- 0.02547655, N = 31.462197541.44221175

Apache Spark TPC-H

Scale Factor: 1 - Q16

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q16ab0.17450.3490.52350.6980.8725SE +/- 0.01281809, N = 30.775601310.71527606

Apache Spark TPC-H

Scale Factor: 1 - Q15

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q15ab0.17470.34940.52410.69880.8735SE +/- 0.01635970, N = 30.776500920.77098012

Apache Spark TPC-H

Scale Factor: 1 - Q14

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q14ab0.17220.34440.51660.68880.861SE +/- 0.00590603, N = 30.738675460.76540375

Apache Spark TPC-H

Scale Factor: 1 - Q13

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q13ab0.17810.35620.53430.71240.8905SE +/- 0.01146951, N = 30.791692830.76867819

Apache Spark TPC-H

Scale Factor: 1 - Q12

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q12ab0.23960.47920.71880.95841.198SE +/- 0.02665135, N = 31.057829341.06473088

Apache Spark TPC-H

Scale Factor: 1 - Q11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q11ab0.14070.28140.42210.56280.7035SE +/- 0.00652178, N = 30.625227130.61058140

Apache Spark TPC-H

Scale Factor: 1 - Q10

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q10ab0.29020.58040.87061.16081.451SE +/- 0.00838453, N = 31.266760431.28957009

Apache Spark TPC-H

Scale Factor: 1 - Q09

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q09ab0.45710.91421.37131.82842.2855SE +/- 0.01974284, N = 31.990826252.03148746

Apache Spark TPC-H

Scale Factor: 1 - Q08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q08ab0.26390.52780.79171.05561.3195SE +/- 0.00999755, N = 31.172779881.12742186

Apache Spark TPC-H

Scale Factor: 1 - Q07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q07ab0.31790.63580.95371.27161.5895SE +/- 0.03064907, N = 31.412877361.39594340

Apache Spark TPC-H

Scale Factor: 1 - Q06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q06ab0.12090.24180.36270.48360.6045SE +/- 0.00241116, N = 30.533354680.53715831

Apache Spark TPC-H

Scale Factor: 1 - Q05

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q05ab0.33460.66921.00381.33841.673SE +/- 0.01308397, N = 31.430737021.48697722

Apache Spark TPC-H

Scale Factor: 1 - Q04

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q04ab0.28960.57920.86881.15841.448SE +/- 0.03111532, N = 31.239550631.28710282

Apache Spark TPC-H

Scale Factor: 1 - Q03

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q03ab0.31150.6230.93451.2461.5575SE +/- 0.05306582, N = 31.384356901.36037207

Apache Spark TPC-H

Scale Factor: 1 - Q02

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q02ab0.26740.53480.80221.06961.337SE +/- 0.02240378, N = 31.172841791.18847537

Apache Spark TPC-H

Scale Factor: 1 - Q01

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q01ab0.48390.96781.45171.93562.4195SE +/- 0.02370651, N = 32.150497442.13585591


Phoronix Test Suite v10.8.5