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&sor&grt.

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: 1 - Geometric Mean Of All Queriesspark-tpch: 1 - Q01spark-tpch: 1 - Q02spark-tpch: 1 - Q03spark-tpch: 1 - Q04spark-tpch: 1 - Q05spark-tpch: 1 - Q06spark-tpch: 1 - Q07spark-tpch: 1 - Q08spark-tpch: 1 - Q09spark-tpch: 1 - Q10spark-tpch: 1 - Q11spark-tpch: 1 - Q12spark-tpch: 1 - Q13spark-tpch: 1 - Q14spark-tpch: 1 - Q15spark-tpch: 1 - Q16spark-tpch: 1 - Q17spark-tpch: 1 - Q18spark-tpch: 1 - Q19spark-tpch: 1 - Q20spark-tpch: 1 - Q21spark-tpch: 1 - Q22spark-tpch: 10 - Geometric Mean Of All Queriesspark-tpch: 10 - Q01spark-tpch: 10 - Q02spark-tpch: 10 - Q03spark-tpch: 10 - Q04spark-tpch: 10 - Q05spark-tpch: 10 - Q06spark-tpch: 10 - Q07spark-tpch: 10 - Q08spark-tpch: 10 - Q09spark-tpch: 10 - Q10spark-tpch: 10 - Q11spark-tpch: 10 - Q12spark-tpch: 10 - Q13spark-tpch: 10 - Q14spark-tpch: 10 - Q15spark-tpch: 10 - Q16spark-tpch: 10 - Q17spark-tpch: 10 - Q18spark-tpch: 10 - Q19spark-tpch: 10 - Q20spark-tpch: 10 - Q21spark-tpch: 10 - Q22spark-tpch: 50 - Geometric Mean Of All Queriesspark-tpch: 50 - Q01spark-tpch: 50 - Q02spark-tpch: 50 - Q03spark-tpch: 50 - Q04spark-tpch: 50 - Q05spark-tpch: 50 - Q06spark-tpch: 50 - Q07spark-tpch: 50 - Q08spark-tpch: 50 - Q09spark-tpch: 50 - Q10spark-tpch: 50 - Q11spark-tpch: 50 - Q12spark-tpch: 50 - Q13spark-tpch: 50 - Q14spark-tpch: 50 - Q15spark-tpch: 50 - Q16spark-tpch: 50 - Q17spark-tpch: 50 - Q18spark-tpch: 50 - Q19spark-tpch: 50 - Q20spark-tpch: 50 - Q21spark-tpch: 50 - Q22spark-tpch: 100 - Geometric Mean Of All Queriesspark-tpch: 100 - Q01spark-tpch: 100 - Q02spark-tpch: 100 - Q03spark-tpch: 100 - Q04spark-tpch: 100 - Q05spark-tpch: 100 - Q06spark-tpch: 100 - Q07spark-tpch: 100 - Q08spark-tpch: 100 - Q09spark-tpch: 100 - Q10spark-tpch: 100 - Q11spark-tpch: 100 - Q12spark-tpch: 100 - Q13spark-tpch: 100 - Q14spark-tpch: 100 - Q15spark-tpch: 100 - Q16spark-tpch: 100 - Q17spark-tpch: 100 - Q18spark-tpch: 100 - Q19spark-tpch: 100 - Q20spark-tpch: 100 - Q21spark-tpch: 100 - Q22abc1.926817784.926302121.855504492.912842312.607173843.368314110.768010042.970415951.892110273.957229462.724498390.990493461.910990461.228319781.720304811.795108261.210527842.297739273.243384920.942220922.222167377.359979710.963043076.649610277.179414274.764167948.574233377.0148892410.486206692.205627408.172349618.5329345113.273308758.965245884.847642106.270245394.887215614.139957903.818186444.363078288.6514600110.528648064.493385076.7959626519.879419963.9508829916.0952159613.9031728110.6149406527.8946870217.4275372827.133960727.0433952020.9681892421.7359294928.9566574120.271762857.1565489816.1191415810.4618066211.617184649.468338019.7574024225.2481994630.9899648011.3376846315.7230847773.681671147.4921498327.6480314320.4589756012.6629663551.9675941530.7560672837.5873962411.9943445231.4488525435.1438179057.1769116732.377579129.5140573530.7736026814.4740705520.1340320616.9292648316.3894941349.7394508457.7968231220.7542572025.36702080144.5908386213.996261411.876711955.368044381.939615612.86002352.277596953.442064050.839891672.877943042.039551973.915166623.158519511.167011861.729034421.215781691.34116841.547615531.082250242.231829643.457467080.832487762.065347917.273092270.940757816.584106437.750827795.018533718.808214196.8418946310.019138342.267287028.025947579.0985870414.549153338.56665235.009202485.726495275.1202244.380564693.545779714.183871757.9821915610.659009934.048899657.2531938619.900465013.5196106415.8758108813.2133178710.040087731.6714897218.3906536127.257514957.2226400420.3914947521.5815792128.8585205120.072620397.230300915.056835179.9517965311.961516389.3915500610.1622905725.1552562730.0131130211.1912050214.7144079273.932502757.2173185329.0598272320.0409030912.501154947.9020500237.6510276837.9086570712.3594179231.5776882234.5925788954.8636016832.221141829.5120773341.0882034314.9643545219.52896517.6061801921.5084857950.0931472858.0580673221.2176036826.04597473143.2830352814.612008092.297291165.339872362.516377214.429696083.375233893.84918070.772371894.141925332.370493894.704895024.330640321.174091462.404198411.158712511.842793352.14328171.076111084.204265594.728209021.021512392.26996168.907902720.950198598.651722387.86558396.9320120811.397716528.546212212.77925112.1794581412.8175020213.566510216.1055793812.14000136.837533958.058779726.483417996.114914424.724839214.6631984711.5387258510.869438177.619067198.8846139926.084644324.0285711321.2403368515.0489530614.4000549332.9244346623.426080734.296161658.4363660826.5941410130.14231340.7584075925.940269479.9997625420.0274066912.3937406515.8317279810.6886558511.0060567935.451282541.2963676516.3212223119.44610596113.0974197410.4368858338.9991170825.262899421.5813236265.0662765538.5232734753.7263717715.9629907647.0083885246.5789909483.7835540849.7853012113.590505639.4169387818.8464717931.7057590520.686462419.5355377274.3000106886.8188476633.6672439634.0826683235.7351989716.74190331OpenBenchmarking.org

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: 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

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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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: 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: 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: 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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: 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: 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: 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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: 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: 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: 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - Q22

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

Phoronix Test Suite v10.8.5