spark tpch benchmark xeon

2 x INTEL XEON PLATINUM 8592+ testing with a Quanta Cloud S6Q-MB-MPS (3B05.TEL4P1 BIOS) and ASPEED on Ubuntu 23.10 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2312141-NE-SPARKTPCH73&grs&sor.

spark tpch benchmark xeonProcessorMotherboardChipsetMemoryDiskGraphicsNetworkOSKernelCompilerFile-SystemScreen Resolutionabc2 x Intel Xeon Platinum 8490H @ 3.50GHz (120 Cores / 240 Threads)Quanta Cloud S6Q-MB-MPS (3A10.uh BIOS)Intel Device 1bce1008GB3201GB Micron_7450_MTFDKCB3T2TFSASPEED2 x Intel X710 for 10GBASE-TUbuntu 23.106.5.0-13-generic (x86_64)GCC 13.2.0ext41920x10802 x INTEL XEON PLATINUM 8592+ @ 3.90GHz (128 Cores / 256 Threads)Quanta Cloud S6Q-MB-MPS (3B05.TEL4P1 BIOS)OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseProcessor Details- a: Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0x2b0004d0- b: Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0x2b0004d0- c: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x21000161Java 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: 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

spark tpch benchmark xeonspark-tpch: 100 - Geometric Mean Of All Queriesspark-tpch: 50 - Geometric Mean Of All Queriesspark-tpch: 10 - Geometric Mean Of All Queriesspark-tpch: 1 - 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 - Q01abc27.6480314316.095215966.649610271.9268177813.99626141144.5908386225.3670208020.7542572057.7968231249.7394508416.3894941316.9292648320.1340320614.4740705530.773602689.5140573532.3775791257.1769116735.1438179031.4488525411.9943445237.5873962430.7560672851.9675941512.6629663520.458975607.4921498373.6816711415.7230847711.3376846330.9899648025.248199469.757402429.4683380111.6171846410.4618066216.119141587.1565489820.2717628528.9566574121.7359294920.968189247.0433952027.1339607217.4275372827.8946870210.6149406513.903172813.9508829919.879419966.795962654.4933850710.528648068.651460014.363078283.818186444.139957904.887215616.270245394.847642108.9652458813.273308758.532934518.172349612.2056274010.486206697.014889248.574233374.764167947.179414270.963043077.359979712.222167370.942220923.243384922.297739271.210527841.795108261.720304811.228319781.910990460.990493462.724498393.957229461.892110272.970415950.768010043.368314112.607173842.912842311.855504494.9263021229.0598272315.875810886.584106431.8767119514.61200809143.2830352826.0459747321.2176036858.0580673250.0931472821.5084857917.6061801919.52896514.9643545241.088203439.5120773332.2211418254.8636016834.5925788931.5776882212.3594179237.9086570737.6510276847.9020500212.501154920.040903097.2173185373.9325027514.7144079211.1912050230.0131130225.1552562710.162290579.3915500611.961516389.9517965315.056835177.230300920.0726203928.8585205121.5815792120.391494757.2226400427.2575149518.3906536131.6714897210.040087713.213317873.5196106419.900465017.253193864.0488996510.659009937.982191564.183871753.545779714.380564695.1202245.726495275.009202488.566652314.549153339.098587048.025947572.2672870210.019138346.841894638.808214195.018533717.750827790.940757817.273092272.065347910.832487763.457467082.231829641.082250241.547615531.34116841.215781691.729034421.167011863.158519513.915166622.039551972.877943040.839891673.442064052.277596952.86002351.939615615.3680443838.9991170821.240336858.651722382.2972911616.74190331235.7351989734.082668333.6672439686.8188476674.3000106819.5355377220.686462431.7057590518.8464717939.4169387813.590505649.7853012183.7835540846.5789909447.0083885215.9629907653.7263717738.5232734765.0662765521.5813236225.262899410.43688583113.0974197419.4461059616.3212223141.2963676535.451282511.0060567910.6886558515.8317279812.3937406520.027406699.9997625425.9402694740.7584075930.14231326.594141018.4363660834.2961616523.426080732.9244346614.4000549315.048953064.0285711326.084644328.884613997.6190671910.8694381711.538725854.663198474.724839216.114914426.483417998.058779726.8375339512.140001316.1055793813.566510212.817502022.1794581412.77925118.546212211.397716526.932012087.86558390.950198598.907902722.26996161.021512394.728209024.204265591.076111082.14328171.842793351.158712512.404198411.174091464.330640324.704895022.370493894.141925330.772371893.84918073.375233894.429696082.516377215.33987236OpenBenchmarking.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 Queriesabc918273645SE +/- 0.30, N = 527.6529.0639.00MIN: 9.13 / MAX: 150.71MIN: 9.51 / MAX: 143.28MIN: 13.59 / MAX: 235.74

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 Queriesbac510152025SE +/- 0.08, N = 315.8816.1021.24MIN: 7.22 / MAX: 73.93MIN: 6.98 / MAX: 76.43MIN: 10 / MAX: 113.1

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 Queriesbac246810SE +/- 0.09138457, N = 36.584106436.649610278.65172238MIN: 3.52 / MAX: 19.9MIN: 3.57 / MAX: 20.64MIN: 4.03 / MAX: 26.08

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 Queriesbac0.51691.03381.55072.06762.5845SE +/- 0.01846436, N = 61.876711951.926817782.29729116MIN: 0.83 / MAX: 7.27MIN: 0.83 / MAX: 7.62MIN: 0.95 / MAX: 8.91

Apache Spark TPC-H

Scale Factor: 100 - Q22

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q22abc48121620SE +/- 0.23, N = 514.0014.6116.74

Apache Spark TPC-H

Scale Factor: 100 - Q21

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q21bac50100150200250SE +/- 2.00, N = 5143.28144.59235.74

Apache Spark TPC-H

Scale Factor: 100 - Q20

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q20abc816243240SE +/- 0.30, N = 525.3726.0534.08

Apache Spark TPC-H

Scale Factor: 100 - Q19

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q19abc816243240SE +/- 0.13, N = 520.7521.2233.67

Apache Spark TPC-H

Scale Factor: 100 - Q18

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q18abc20406080100SE +/- 0.84, N = 557.8058.0686.82

Apache Spark TPC-H

Scale Factor: 100 - Q17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q17abc1632486480SE +/- 0.41, N = 549.7450.0974.30

Apache Spark TPC-H

Scale Factor: 100 - Q16

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q16acb510152025SE +/- 0.40, N = 516.3919.5421.51

Apache Spark TPC-H

Scale Factor: 100 - Q15

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q15abc510152025SE +/- 0.12, N = 516.9317.6120.69

Apache Spark TPC-H

Scale Factor: 100 - Q14

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q14bac714212835SE +/- 0.26, N = 519.5320.1331.71

Apache Spark TPC-H

Scale Factor: 100 - Q13

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q13abc510152025SE +/- 0.21, N = 414.4714.9618.85

Apache Spark TPC-H

Scale Factor: 100 - Q12

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q12acb918273645SE +/- 0.91, N = 530.7739.4241.09

Apache Spark TPC-H

Scale Factor: 100 - Q11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q11bac3691215SE +/- 0.18422343, N = 59.512077339.5140573513.59050560

Apache Spark TPC-H

Scale Factor: 100 - Q10

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q10bac1122334455SE +/- 0.29, N = 532.2232.3849.79

Apache Spark TPC-H

Scale Factor: 100 - Q09

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q09bac20406080100SE +/- 2.44, N = 354.8657.1883.78

Apache Spark TPC-H

Scale Factor: 100 - Q08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q08bac1122334455SE +/- 0.34, N = 534.5935.1446.58

Apache Spark TPC-H

Scale Factor: 100 - Q07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q07abc1122334455SE +/- 0.12, N = 531.4531.5847.01

Apache Spark TPC-H

Scale Factor: 100 - Q06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q06abc48121620SE +/- 0.14, N = 511.9912.3615.96

Apache Spark TPC-H

Scale Factor: 100 - Q05

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q05abc1224364860SE +/- 0.31, N = 537.5937.9153.73

Apache Spark TPC-H

Scale Factor: 100 - Q04

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q04abc918273645SE +/- 0.97, N = 530.7637.6538.52

Apache Spark TPC-H

Scale Factor: 100 - Q03

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q03bac1530456075SE +/- 2.22, N = 547.9051.9765.07

Apache Spark TPC-H

Scale Factor: 100 - Q02

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q02bac510152025SE +/- 0.21, N = 512.5012.6621.58

Apache Spark TPC-H

Scale Factor: 100 - Q01

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q01bac612182430SE +/- 0.21, N = 520.0420.4625.26

Apache Spark TPC-H

Scale Factor: 50 - Q22

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q22bac3691215SE +/- 0.24303003, N = 37.217318537.4921498310.43688583

Apache Spark TPC-H

Scale Factor: 50 - Q21

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q21abc306090120150SE +/- 2.63, N = 373.6873.93113.10

Apache Spark TPC-H

Scale Factor: 50 - Q20

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q20bac510152025SE +/- 0.08, N = 314.7115.7219.45

Apache Spark TPC-H

Scale Factor: 50 - Q19

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q19bac48121620SE +/- 0.23, N = 311.1911.3416.32

Apache Spark TPC-H

Scale Factor: 50 - Q18

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q18bac918273645SE +/- 0.38, N = 330.0130.9941.30

Apache Spark TPC-H

Scale Factor: 50 - Q17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q17bac816243240SE +/- 0.19, N = 325.1625.2535.45

Apache Spark TPC-H

Scale Factor: 50 - Q16

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q16abc3691215SE +/- 0.12588108, N = 39.7574024210.1622905711.00605679

Apache Spark TPC-H

Scale Factor: 50 - Q15

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q15bac3691215SE +/- 0.12753167, N = 39.391550069.4683380110.68865585

Apache Spark TPC-H

Scale Factor: 50 - Q14

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q14abc48121620SE +/- 0.19, N = 311.6211.9615.83

Apache Spark TPC-H

Scale Factor: 50 - Q13

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q13bac3691215SE +/- 0.36269507, N = 39.9517965310.4618066212.39374065

Apache Spark TPC-H

Scale Factor: 50 - Q12

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q12bac510152025SE +/- 0.87, N = 315.0616.1220.03

Apache Spark TPC-H

Scale Factor: 50 - Q11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q11abc3691215SE +/- 0.14487549, N = 37.156548987.230300909.99976254

Apache Spark TPC-H

Scale Factor: 50 - Q10

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q10bac612182430SE +/- 0.65, N = 320.0720.2725.94

Apache Spark TPC-H

Scale Factor: 50 - Q09

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q09bac918273645SE +/- 0.90, N = 328.8628.9640.76

Apache Spark TPC-H

Scale Factor: 50 - Q08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q08bac714212835SE +/- 0.10, N = 321.5821.7430.14

Apache Spark TPC-H

Scale Factor: 50 - Q07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q07bac612182430SE +/- 0.22, N = 320.3920.9726.59

Apache Spark TPC-H

Scale Factor: 50 - Q06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q06abc246810SE +/- 0.28695458, N = 37.043395207.222640048.43636608

Apache Spark TPC-H

Scale Factor: 50 - Q05

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q05abc816243240SE +/- 2.10, N = 327.1327.2634.30

Apache Spark TPC-H

Scale Factor: 50 - Q04

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q04abc612182430SE +/- 1.03, N = 317.4318.3923.43

Apache Spark TPC-H

Scale Factor: 50 - Q03

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q03abc816243240SE +/- 3.59, N = 327.8931.6732.92

Apache Spark TPC-H

Scale Factor: 50 - Q02

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q02bac48121620SE +/- 0.34, N = 310.0410.6114.40

Apache Spark TPC-H

Scale Factor: 50 - Q01

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q01bac48121620SE +/- 0.46, N = 313.2113.9015.05

Apache Spark TPC-H

Scale Factor: 10 - Q22

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q22bac0.90641.81282.71923.62564.532SE +/- 0.19949728, N = 33.519610643.950882994.02857113

Apache Spark TPC-H

Scale Factor: 10 - Q21

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q21abc612182430SE +/- 0.39, N = 319.8819.9026.08

Apache Spark TPC-H

Scale Factor: 10 - Q20

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q20abc246810SE +/- 0.05985674, N = 36.795962657.253193868.88461399

Apache Spark TPC-H

Scale Factor: 10 - Q19

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q19bac246810SE +/- 0.69953999, N = 34.048899654.493385077.61906719

Apache Spark TPC-H

Scale Factor: 10 - Q18

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q18abc3691215SE +/- 0.12, N = 310.5310.6610.87

Apache Spark TPC-H

Scale Factor: 10 - Q17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q17bac3691215SE +/- 0.16820100, N = 37.982191568.6514600111.53872585

Apache Spark TPC-H

Scale Factor: 10 - Q16

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q16bac1.04922.09843.14764.19685.246SE +/- 0.16303406, N = 34.183871754.363078284.66319847

Apache Spark TPC-H

Scale Factor: 10 - Q15

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q15bac1.06312.12623.18934.25245.3155SE +/- 0.08527822, N = 33.545779713.818186444.72483921

Apache Spark TPC-H

Scale Factor: 10 - Q14

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q14abc246810SE +/- 0.07417046, N = 34.139957904.380564696.11491442

Apache Spark TPC-H

Scale Factor: 10 - Q13

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q13abc246810SE +/- 0.31099802, N = 34.887215615.120224006.48341799

Apache Spark TPC-H

Scale Factor: 10 - Q12

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q12bac246810SE +/- 0.33877901, N = 35.726495276.270245398.05877972

Apache Spark TPC-H

Scale Factor: 10 - Q11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q11abc246810SE +/- 0.10007938, N = 34.847642105.009202486.83753395

Apache Spark TPC-H

Scale Factor: 10 - Q10

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q10bac3691215SE +/- 0.17383905, N = 38.566652308.9652458812.14000130

Apache Spark TPC-H

Scale Factor: 10 - Q09

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q09abc48121620SE +/- 0.23, N = 313.2714.5516.11

Apache Spark TPC-H

Scale Factor: 10 - Q08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q08abc3691215SE +/- 0.15575170, N = 38.532934519.0985870413.56651020

Apache Spark TPC-H

Scale Factor: 10 - Q07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q07bac3691215SE +/- 0.05491095, N = 38.025947578.1723496112.81750202

Apache Spark TPC-H

Scale Factor: 10 - Q06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q06cab0.51011.02021.53032.04042.5505SE +/- 0.27682158, N = 32.179458142.205627402.26728702

Apache Spark TPC-H

Scale Factor: 10 - Q05

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q05bac3691215SE +/- 0.18, N = 310.0210.4912.78

Apache Spark TPC-H

Scale Factor: 10 - Q04

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q04bac246810SE +/- 0.39510107, N = 36.841894637.014889248.54621220

Apache Spark TPC-H

Scale Factor: 10 - Q03

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q03abc3691215SE +/- 0.30946731, N = 38.574233378.8082141911.39771652

Apache Spark TPC-H

Scale Factor: 10 - Q02

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q02abc246810SE +/- 0.13985277, N = 34.764167945.018533716.93201208

Apache Spark TPC-H

Scale Factor: 10 - Q01

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q01abc246810SE +/- 0.22626002, N = 37.179414277.750827797.86558390

Apache Spark TPC-H

Scale Factor: 1 - Q22

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q22bca0.21670.43340.65010.86681.0835SE +/- 0.02438513, N = 60.940757810.950198590.96304307

Apache Spark TPC-H

Scale Factor: 1 - Q21

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q21bac246810SE +/- 0.06916663, N = 67.273092277.359979718.90790272

Apache Spark TPC-H

Scale Factor: 1 - Q20

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q20bac0.51071.02141.53212.04282.5535SE +/- 0.09308727, N = 62.065347912.222167372.26996160

Apache Spark TPC-H

Scale Factor: 1 - Q19

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q19bac0.22980.45960.68940.91921.149SE +/- 0.03098553, N = 60.832487760.942220921.02151239

Apache Spark TPC-H

Scale Factor: 1 - Q18

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q18abc1.06382.12763.19144.25525.319SE +/- 0.06033490, N = 63.243384923.457467084.72820902

Apache Spark TPC-H

Scale Factor: 1 - Q17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q17bac0.9461.8922.8383.7844.73SE +/- 0.05498739, N = 62.231829642.297739274.20426559

Apache Spark TPC-H

Scale Factor: 1 - Q16

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q16cba0.27240.54480.81721.08961.362SE +/- 0.03311086, N = 61.076111081.082250241.21052784

Apache Spark TPC-H

Scale Factor: 1 - Q15

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q15bac0.48220.96441.44661.92882.411SE +/- 0.07958495, N = 61.547615531.795108262.14328170

Apache Spark TPC-H

Scale Factor: 1 - Q14

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q14bac0.41460.82921.24381.65842.073SE +/- 0.11941087, N = 61.341168401.720304811.84279335

Apache Spark TPC-H

Scale Factor: 1 - Q13

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q13cba0.27640.55280.82921.10561.382SE +/- 0.03414257, N = 61.158712511.215781691.22831978

Apache Spark TPC-H

Scale Factor: 1 - Q12

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q12bac0.54091.08181.62272.16362.7045SE +/- 0.10307428, N = 61.729034421.910990462.40419841

Apache Spark TPC-H

Scale Factor: 1 - Q11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q11abc0.26420.52840.79261.05681.321SE +/- 0.03746457, N = 60.990493461.167011861.17409146

Apache Spark TPC-H

Scale Factor: 1 - Q10

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q10abc0.97441.94882.92323.89764.872SE +/- 0.07304682, N = 62.724498393.158519514.33064032

Apache Spark TPC-H

Scale Factor: 1 - Q09

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q09bac1.05862.11723.17584.23445.293SE +/- 0.13449946, N = 63.915166623.957229464.70489502

Apache Spark TPC-H

Scale Factor: 1 - Q08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q08abc0.53341.06681.60022.13362.667SE +/- 0.05279574, N = 61.892110272.039551972.37049389

Apache Spark TPC-H

Scale Factor: 1 - Q07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q07bac0.93191.86382.79573.72764.6595SE +/- 0.08663080, N = 62.877943042.970415954.14192533

Apache Spark TPC-H

Scale Factor: 1 - Q06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q06acb0.1890.3780.5670.7560.945SE +/- 0.07035924, N = 60.768010040.772371890.83989167

Apache Spark TPC-H

Scale Factor: 1 - Q05

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q05abc0.86611.73222.59833.46444.3305SE +/- 0.17943352, N = 63.368314113.442064053.84918070

Apache Spark TPC-H

Scale Factor: 1 - Q04

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q04bac0.75941.51882.27823.03763.797SE +/- 0.06221389, N = 62.277596952.607173843.37523389

Apache Spark TPC-H

Scale Factor: 1 - Q03

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q03bac0.99671.99342.99013.98684.9835SE +/- 0.09541907, N = 62.860023502.912842314.42969608

Apache Spark TPC-H

Scale Factor: 1 - Q02

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q02abc0.56621.13241.69862.26482.831SE +/- 0.04818301, N = 61.855504491.939615612.51637721

Apache Spark TPC-H

Scale Factor: 1 - Q01

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q01acb1.20782.41563.62344.83126.039SE +/- 0.18773897, N = 64.926302125.339872365.36804438

Phoronix Test Suite v10.8.5