spark tpch benchmark xeon

2 x Intel Xeon Platinum 8490H testing with a Quanta Cloud S6Q-MB-MPS (3A10.uh BIOS) and ASPEED on Ubuntu 23.10 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2312057-NE-SPARKTPCH81&rdt.

spark tpch benchmark xeonProcessorMotherboardChipsetMemoryDiskGraphicsNetworkOSKernelCompilerFile-SystemScreen Resolutionab2 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 13.2.0ext41920x1080OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseProcessor Details- Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0x2b0004d0 Java 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 - Q22ab1.926817784.926302121.855504492.912842312.607173843.368314110.768010042.970415951.892110273.957229462.724498390.990493461.910990461.228319781.720304811.795108261.210527842.297739273.243384920.942220922.222167377.359979710.963043076.649610277.179414274.764167948.574233377.0148892410.486206692.205627408.172349618.5329345113.273308758.965245884.847642106.270245394.887215614.139957903.818186444.363078288.6514600110.528648064.493385076.7959626519.879419963.9508829916.0952159613.9031728110.6149406527.8946870217.4275372827.133960727.0433952020.9681892421.7359294928.9566574120.271762857.1565489816.1191415810.4618066211.617184649.468338019.7574024225.2481994630.9899648011.3376846315.7230847773.681671147.4921498327.6480314320.4589756012.6629663551.9675941530.7560672837.5873962411.9943445231.4488525435.1438179057.1769116732.377579129.5140573530.7736026814.4740705520.1340320616.9292648316.3894941349.7394508457.7968231220.7542572025.36702080144.5908386213.996261411.876711955.368044381.939615612.86002352.277596953.442064050.839891672.877943042.039551973.915166623.158519511.167011861.729034421.215781691.34116841.547615531.082250242.231829643.457467080.832487762.065347917.273092270.940757816.584106437.750827795.018533718.808214196.8418946310.019138342.267287028.025947579.0985870414.549153338.56665235.009202485.726495275.1202244.380564693.545779714.183871757.9821915610.659009934.048899657.2531938619.900465013.5196106415.8758108813.2133178710.040087731.6714897218.3906536127.257514957.2226400420.3914947521.5815792128.8585205120.072620397.230300915.056835179.9517965311.961516389.3915500610.1622905725.1552562730.0131130211.1912050214.7144079273.932502757.2173185329.0598272320.0409030912.501154947.9020500237.6510276837.9086570712.3594179231.5776882234.5925788954.8636016832.221141829.5120773341.0882034314.9643545219.52896517.6061801921.5084857950.0931472858.0580673221.2176036826.04597473143.2830352814.61200809OpenBenchmarking.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 Queriesab0.43350.8671.30051.7342.1675SE +/- 0.01846436, N = 61.926817781.87671195MIN: 0.83 / MAX: 7.62MIN: 0.83 / MAX: 7.27

Apache Spark TPC-H

Scale Factor: 1 - Q01

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q01ab1.20782.41563.62344.83126.039SE +/- 0.18773897, N = 64.926302125.36804438

Apache Spark TPC-H

Scale Factor: 1 - Q02

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q02ab0.43640.87281.30921.74562.182SE +/- 0.04818301, N = 61.855504491.93961561

Apache Spark TPC-H

Scale Factor: 1 - Q03

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q03ab0.65541.31081.96622.62163.277SE +/- 0.09541907, N = 62.912842312.86002350

Apache Spark TPC-H

Scale Factor: 1 - Q04

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q04ab0.58661.17321.75982.34642.933SE +/- 0.06221389, N = 62.607173842.27759695

Apache Spark TPC-H

Scale Factor: 1 - Q05

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q05ab0.77451.5492.32353.0983.8725SE +/- 0.17943352, N = 63.368314113.44206405

Apache Spark TPC-H

Scale Factor: 1 - Q06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q06ab0.1890.3780.5670.7560.945SE +/- 0.07035924, N = 60.768010040.83989167

Apache Spark TPC-H

Scale Factor: 1 - Q07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q07ab0.66831.33662.00492.67323.3415SE +/- 0.08663080, N = 62.970415952.87794304

Apache Spark TPC-H

Scale Factor: 1 - Q08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q08ab0.45890.91781.37671.83562.2945SE +/- 0.05279574, N = 61.892110272.03955197

Apache Spark TPC-H

Scale Factor: 1 - Q09

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q09ab0.89041.78082.67123.56164.452SE +/- 0.13449946, N = 63.957229463.91516662

Apache Spark TPC-H

Scale Factor: 1 - Q10

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q10ab0.71071.42142.13212.84283.5535SE +/- 0.07304682, N = 62.724498393.15851951

Apache Spark TPC-H

Scale Factor: 1 - Q11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q11ab0.26260.52520.78781.05041.313SE +/- 0.03746457, N = 60.990493461.16701186

Apache Spark TPC-H

Scale Factor: 1 - Q12

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q12ab0.430.861.291.722.15SE +/- 0.10307428, N = 61.910990461.72903442

Apache Spark TPC-H

Scale Factor: 1 - Q13

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q13ab0.27640.55280.82921.10561.382SE +/- 0.03414257, N = 61.228319781.21578169

Apache Spark TPC-H

Scale Factor: 1 - Q14

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q14ab0.38710.77421.16131.54841.9355SE +/- 0.11941087, N = 61.720304811.34116840

Apache Spark TPC-H

Scale Factor: 1 - Q15

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q15ab0.40390.80781.21171.61562.0195SE +/- 0.07958495, N = 61.795108261.54761553

Apache Spark TPC-H

Scale Factor: 1 - Q16

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q16ab0.27240.54480.81721.08961.362SE +/- 0.03311086, N = 61.210527841.08225024

Apache Spark TPC-H

Scale Factor: 1 - Q17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q17ab0.5171.0341.5512.0682.585SE +/- 0.05498739, N = 62.297739272.23182964

Apache Spark TPC-H

Scale Factor: 1 - Q18

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q18ab0.77791.55582.33373.11163.8895SE +/- 0.06033490, N = 63.243384923.45746708

Apache Spark TPC-H

Scale Factor: 1 - Q19

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q19ab0.2120.4240.6360.8481.06SE +/- 0.03098553, N = 60.942220920.83248776

Apache Spark TPC-H

Scale Factor: 1 - Q20

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q20ab0.511.522.5SE +/- 0.09308727, N = 62.222167372.06534791

Apache Spark TPC-H

Scale Factor: 1 - Q21

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q21ab246810SE +/- 0.06916663, N = 67.359979717.27309227

Apache Spark TPC-H

Scale Factor: 1 - Q22

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q22ab0.21670.43340.65010.86681.0835SE +/- 0.02438513, N = 60.963043070.94075781

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 Queriesab246810SE +/- 0.09138457, N = 36.649610276.58410643MIN: 3.57 / MAX: 20.64MIN: 3.52 / MAX: 19.9

Apache Spark TPC-H

Scale Factor: 10 - Q01

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q01ab246810SE +/- 0.22626002, N = 37.179414277.75082779

Apache Spark TPC-H

Scale Factor: 10 - Q02

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q02ab1.12922.25843.38764.51685.646SE +/- 0.13985277, N = 34.764167945.01853371

Apache Spark TPC-H

Scale Factor: 10 - Q03

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q03ab246810SE +/- 0.30946731, N = 38.574233378.80821419

Apache Spark TPC-H

Scale Factor: 10 - Q04

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q04ab246810SE +/- 0.39510107, N = 37.014889246.84189463

Apache Spark TPC-H

Scale Factor: 10 - Q05

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q05ab3691215SE +/- 0.18, N = 310.4910.02

Apache Spark TPC-H

Scale Factor: 10 - Q06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q06ab0.51011.02021.53032.04042.5505SE +/- 0.27682158, N = 32.205627402.26728702

Apache Spark TPC-H

Scale Factor: 10 - Q07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q07ab246810SE +/- 0.05491095, N = 38.172349618.02594757

Apache Spark TPC-H

Scale Factor: 10 - Q08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q08ab3691215SE +/- 0.15575170, N = 38.532934519.09858704

Apache Spark TPC-H

Scale Factor: 10 - Q09

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q09ab48121620SE +/- 0.23, N = 313.2714.55

Apache Spark TPC-H

Scale Factor: 10 - Q10

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q10ab3691215SE +/- 0.17383905, N = 38.965245888.56665230

Apache Spark TPC-H

Scale Factor: 10 - Q11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q11ab1.12712.25423.38134.50845.6355SE +/- 0.10007938, N = 34.847642105.00920248

Apache Spark TPC-H

Scale Factor: 10 - Q12

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q12ab246810SE +/- 0.33877901, N = 36.270245395.72649527

Apache Spark TPC-H

Scale Factor: 10 - Q13

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q13ab1.15212.30423.45634.60845.7605SE +/- 0.31099802, N = 34.887215615.12022400

Apache Spark TPC-H

Scale Factor: 10 - Q14

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q14ab0.98561.97122.95683.94244.928SE +/- 0.07417046, N = 34.139957904.38056469

Apache Spark TPC-H

Scale Factor: 10 - Q15

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q15ab0.85911.71822.57733.43644.2955SE +/- 0.08527822, N = 33.818186443.54577971

Apache Spark TPC-H

Scale Factor: 10 - Q16

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q16ab0.98171.96342.94513.92684.9085SE +/- 0.16303406, N = 34.363078284.18387175

Apache Spark TPC-H

Scale Factor: 10 - Q17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q17ab246810SE +/- 0.16820100, N = 38.651460017.98219156

Apache Spark TPC-H

Scale Factor: 10 - Q18

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q18ab3691215SE +/- 0.12, N = 310.5310.66

Apache Spark TPC-H

Scale Factor: 10 - Q19

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q19ab1.0112.0223.0334.0445.055SE +/- 0.69953999, N = 34.493385074.04889965

Apache Spark TPC-H

Scale Factor: 10 - Q20

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q20ab246810SE +/- 0.05985674, N = 36.795962657.25319386

Apache Spark TPC-H

Scale Factor: 10 - Q21

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q21ab510152025SE +/- 0.39, N = 319.8819.90

Apache Spark TPC-H

Scale Factor: 10 - Q22

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q22ab0.88891.77782.66673.55564.4445SE +/- 0.19949728, N = 33.950882993.51961064

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 Queriesab48121620SE +/- 0.08, N = 316.1015.88MIN: 6.98 / MAX: 76.43MIN: 7.22 / MAX: 73.93

Apache Spark TPC-H

Scale Factor: 50 - Q01

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q01ab48121620SE +/- 0.46, N = 313.9013.21

Apache Spark TPC-H

Scale Factor: 50 - Q02

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q02ab3691215SE +/- 0.34, N = 310.6110.04

Apache Spark TPC-H

Scale Factor: 50 - Q03

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q03ab714212835SE +/- 3.59, N = 327.8931.67

Apache Spark TPC-H

Scale Factor: 50 - Q04

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q04ab510152025SE +/- 1.03, N = 317.4318.39

Apache Spark TPC-H

Scale Factor: 50 - Q05

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q05ab612182430SE +/- 2.10, N = 327.1327.26

Apache Spark TPC-H

Scale Factor: 50 - Q06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q06ab246810SE +/- 0.28695458, N = 37.043395207.22264004

Apache Spark TPC-H

Scale Factor: 50 - Q07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q07ab510152025SE +/- 0.22, N = 320.9720.39

Apache Spark TPC-H

Scale Factor: 50 - Q08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q08ab510152025SE +/- 0.10, N = 321.7421.58

Apache Spark TPC-H

Scale Factor: 50 - Q09

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q09ab714212835SE +/- 0.90, N = 328.9628.86

Apache Spark TPC-H

Scale Factor: 50 - Q10

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q10ab510152025SE +/- 0.65, N = 320.2720.07

Apache Spark TPC-H

Scale Factor: 50 - Q11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q11ab246810SE +/- 0.14487549, N = 37.156548987.23030090

Apache Spark TPC-H

Scale Factor: 50 - Q12

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q12ab48121620SE +/- 0.87, N = 316.1215.06

Apache Spark TPC-H

Scale Factor: 50 - Q13

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q13ab3691215SE +/- 0.36269507, N = 310.461806629.95179653

Apache Spark TPC-H

Scale Factor: 50 - Q14

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q14ab3691215SE +/- 0.19, N = 311.6211.96

Apache Spark TPC-H

Scale Factor: 50 - Q15

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q15ab3691215SE +/- 0.12753167, N = 39.468338019.39155006

Apache Spark TPC-H

Scale Factor: 50 - Q16

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q16ab3691215SE +/- 0.12588108, N = 39.7574024210.16229057

Apache Spark TPC-H

Scale Factor: 50 - Q17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q17ab612182430SE +/- 0.19, N = 325.2525.16

Apache Spark TPC-H

Scale Factor: 50 - Q18

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q18ab714212835SE +/- 0.38, N = 330.9930.01

Apache Spark TPC-H

Scale Factor: 50 - Q19

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q19ab3691215SE +/- 0.23, N = 311.3411.19

Apache Spark TPC-H

Scale Factor: 50 - Q20

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q20ab48121620SE +/- 0.08, N = 315.7214.71

Apache Spark TPC-H

Scale Factor: 50 - Q21

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q21ab1632486480SE +/- 2.63, N = 373.6873.93

Apache Spark TPC-H

Scale Factor: 50 - Q22

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q22ab246810SE +/- 0.24303003, N = 37.492149837.21731853

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 Queriesab714212835SE +/- 0.30, N = 527.6529.06MIN: 9.13 / MAX: 150.71MIN: 9.51 / MAX: 143.28

Apache Spark TPC-H

Scale Factor: 100 - Q01

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q01ab510152025SE +/- 0.21, N = 520.4620.04

Apache Spark TPC-H

Scale Factor: 100 - Q02

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q02ab3691215SE +/- 0.21, N = 512.6612.50

Apache Spark TPC-H

Scale Factor: 100 - Q03

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q03ab1224364860SE +/- 2.22, N = 551.9747.90

Apache Spark TPC-H

Scale Factor: 100 - Q04

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q04ab918273645SE +/- 0.97, N = 530.7637.65

Apache Spark TPC-H

Scale Factor: 100 - Q05

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q05ab918273645SE +/- 0.31, N = 537.5937.91

Apache Spark TPC-H

Scale Factor: 100 - Q06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q06ab3691215SE +/- 0.14, N = 511.9912.36

Apache Spark TPC-H

Scale Factor: 100 - Q07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q07ab714212835SE +/- 0.12, N = 531.4531.58

Apache Spark TPC-H

Scale Factor: 100 - Q08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q08ab816243240SE +/- 0.34, N = 535.1434.59

Apache Spark TPC-H

Scale Factor: 100 - Q09

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q09ab1326395265SE +/- 2.44, N = 357.1854.86

Apache Spark TPC-H

Scale Factor: 100 - Q10

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q10ab816243240SE +/- 0.29, N = 532.3832.22

Apache Spark TPC-H

Scale Factor: 100 - Q11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q11ab3691215SE +/- 0.18422343, N = 59.514057359.51207733

Apache Spark TPC-H

Scale Factor: 100 - Q12

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q12ab918273645SE +/- 0.91, N = 530.7741.09

Apache Spark TPC-H

Scale Factor: 100 - Q13

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q13ab48121620SE +/- 0.21, N = 414.4714.96

Apache Spark TPC-H

Scale Factor: 100 - Q14

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q14ab510152025SE +/- 0.26, N = 520.1319.53

Apache Spark TPC-H

Scale Factor: 100 - Q15

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q15ab48121620SE +/- 0.12, N = 516.9317.61

Apache Spark TPC-H

Scale Factor: 100 - Q16

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q16ab510152025SE +/- 0.40, N = 516.3921.51

Apache Spark TPC-H

Scale Factor: 100 - Q17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q17ab1122334455SE +/- 0.41, N = 549.7450.09

Apache Spark TPC-H

Scale Factor: 100 - Q18

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q18ab1326395265SE +/- 0.84, N = 557.8058.06

Apache Spark TPC-H

Scale Factor: 100 - Q19

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q19ab510152025SE +/- 0.13, N = 520.7521.22

Apache Spark TPC-H

Scale Factor: 100 - Q20

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q20ab612182430SE +/- 0.30, N = 525.3726.05

Apache Spark TPC-H

Scale Factor: 100 - Q21

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q21ab306090120150SE +/- 2.00, N = 5144.59143.28

Apache Spark TPC-H

Scale Factor: 100 - Q22

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q22ab48121620SE +/- 0.23, N = 514.0014.61

Phoronix Test Suite v10.8.4