spark tpch benchmark xeon Tests for a future article. 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/2312059-NE-SPARKTPCH04&grs&sor .
spark tpch benchmark xeon Processor Motherboard Chipset Memory Disk Graphics Network OS Kernel Compiler File-System Screen Resolution a b 2 x Intel Xeon Platinum 8490H @ 3.50GHz (120 Cores / 240 Threads) Quanta Cloud S6Q-MB-MPS (3A10.uh BIOS) Intel Device 1bce 1008GB 3201GB Micron_7450_MTFDKCB3T2TFS ASPEED 2 x Intel X710 for 10GBASE-T Ubuntu 23.10 6.5.0-13-generic (x86_64) GCC 13.2.0 ext4 1920x1080 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Processor 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 3.11.6 Security 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 xeon spark-tpch: 100 - Geometric Mean Of All Queries spark-tpch: 1 - Geometric Mean Of All Queries spark-tpch: 50 - Geometric Mean Of All Queries spark-tpch: 10 - Geometric Mean Of All Queries spark-tpch: 100 - Q22 spark-tpch: 100 - Q21 spark-tpch: 100 - Q20 spark-tpch: 100 - Q19 spark-tpch: 100 - Q18 spark-tpch: 100 - Q17 spark-tpch: 100 - Q16 spark-tpch: 100 - Q15 spark-tpch: 100 - Q14 spark-tpch: 100 - Q13 spark-tpch: 100 - Q12 spark-tpch: 100 - Q11 spark-tpch: 100 - Q10 spark-tpch: 100 - Q09 spark-tpch: 100 - Q08 spark-tpch: 100 - Q07 spark-tpch: 100 - Q06 spark-tpch: 100 - Q05 spark-tpch: 100 - Q04 spark-tpch: 100 - Q03 spark-tpch: 100 - Q02 spark-tpch: 100 - Q01 spark-tpch: 50 - Q22 spark-tpch: 50 - Q21 spark-tpch: 50 - Q20 spark-tpch: 50 - Q19 spark-tpch: 50 - Q18 spark-tpch: 50 - Q17 spark-tpch: 50 - Q16 spark-tpch: 50 - Q15 spark-tpch: 50 - Q14 spark-tpch: 50 - Q13 spark-tpch: 50 - Q12 spark-tpch: 50 - Q11 spark-tpch: 50 - Q10 spark-tpch: 50 - Q09 spark-tpch: 50 - Q08 spark-tpch: 50 - Q07 spark-tpch: 50 - Q06 spark-tpch: 50 - Q05 spark-tpch: 50 - Q04 spark-tpch: 50 - Q03 spark-tpch: 50 - Q02 spark-tpch: 50 - Q01 spark-tpch: 10 - Q22 spark-tpch: 10 - Q21 spark-tpch: 10 - Q20 spark-tpch: 10 - Q19 spark-tpch: 10 - Q18 spark-tpch: 10 - Q17 spark-tpch: 10 - Q16 spark-tpch: 10 - Q15 spark-tpch: 10 - Q14 spark-tpch: 10 - Q13 spark-tpch: 10 - Q12 spark-tpch: 10 - Q11 spark-tpch: 10 - Q10 spark-tpch: 10 - Q09 spark-tpch: 10 - Q08 spark-tpch: 10 - Q07 spark-tpch: 10 - Q06 spark-tpch: 10 - Q05 spark-tpch: 10 - Q04 spark-tpch: 10 - Q03 spark-tpch: 10 - Q02 spark-tpch: 10 - Q01 spark-tpch: 1 - Q22 spark-tpch: 1 - Q21 spark-tpch: 1 - Q20 spark-tpch: 1 - Q19 spark-tpch: 1 - Q18 spark-tpch: 1 - Q17 spark-tpch: 1 - Q16 spark-tpch: 1 - Q15 spark-tpch: 1 - Q14 spark-tpch: 1 - Q13 spark-tpch: 1 - Q12 spark-tpch: 1 - Q11 spark-tpch: 1 - Q10 spark-tpch: 1 - Q09 spark-tpch: 1 - Q08 spark-tpch: 1 - Q07 spark-tpch: 1 - Q06 spark-tpch: 1 - Q05 spark-tpch: 1 - Q04 spark-tpch: 1 - Q03 spark-tpch: 1 - Q02 spark-tpch: 1 - Q01 a b 27.64803143 1.92681778 16.09521596 6.64961027 13.99626141 144.59083862 25.36702080 20.75425720 57.79682312 49.73945084 16.38949413 16.92926483 20.13403206 14.47407055 30.77360268 9.51405735 32.37757912 57.17691167 35.14381790 31.44885254 11.99434452 37.58739624 30.75606728 51.96759415 12.66296635 20.45897560 7.49214983 73.68167114 15.72308477 11.33768463 30.98996480 25.24819946 9.75740242 9.46833801 11.61718464 10.46180662 16.11914158 7.15654898 20.27176285 28.95665741 21.73592949 20.96818924 7.04339520 27.13396072 17.42753728 27.89468702 10.61494065 13.90317281 3.95088299 19.87941996 6.79596265 4.49338507 10.52864806 8.65146001 4.36307828 3.81818644 4.13995790 4.88721561 6.27024539 4.84764210 8.96524588 13.27330875 8.53293451 8.17234961 2.20562740 10.48620669 7.01488924 8.57423337 4.76416794 7.17941427 0.96304307 7.35997971 2.22216737 0.94222092 3.24338492 2.29773927 1.21052784 1.79510826 1.72030481 1.22831978 1.91099046 0.99049346 2.72449839 3.95722946 1.89211027 2.97041595 0.76801004 3.36831411 2.60717384 2.91284231 1.85550449 4.92630212 29.05982723 1.87671195 15.87581088 6.58410643 14.61200809 143.28303528 26.04597473 21.21760368 58.05806732 50.09314728 21.50848579 17.60618019 19.528965 14.96435452 41.08820343 9.51207733 32.22114182 54.86360168 34.59257889 31.57768822 12.35941792 37.90865707 37.65102768 47.90205002 12.5011549 20.04090309 7.21731853 73.93250275 14.71440792 11.19120502 30.01311302 25.15525627 10.16229057 9.39155006 11.96151638 9.95179653 15.05683517 7.2303009 20.07262039 28.85852051 21.58157921 20.39149475 7.22264004 27.25751495 18.39065361 31.67148972 10.0400877 13.21331787 3.51961064 19.90046501 7.25319386 4.04889965 10.65900993 7.98219156 4.18387175 3.54577971 4.38056469 5.120224 5.72649527 5.00920248 8.5666523 14.54915333 9.09858704 8.02594757 2.26728702 10.01913834 6.84189463 8.80821419 5.01853371 7.75082779 0.94075781 7.27309227 2.06534791 0.83248776 3.45746708 2.23182964 1.08225024 1.54761553 1.3411684 1.21578169 1.72903442 1.16701186 3.15851951 3.91516662 2.03955197 2.87794304 0.83989167 3.44206405 2.27759695 2.8600235 1.93961561 5.36804438 OpenBenchmarking.org
Apache Spark TPC-H Scale Factor: 100 - Geometric Mean Of All Queries OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Geometric Mean Of All Queries a b 7 14 21 28 35 SE +/- 0.30, N = 5 27.65 29.06 MIN: 9.13 / MAX: 150.71 MIN: 9.51 / MAX: 143.28
Apache Spark TPC-H Scale Factor: 1 - Geometric Mean Of All Queries OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Geometric Mean Of All Queries b a 0.4335 0.867 1.3005 1.734 2.1675 SE +/- 0.01846436, N = 6 1.87671195 1.92681778 MIN: 0.83 / MAX: 7.27 MIN: 0.83 / MAX: 7.62
Apache Spark TPC-H Scale Factor: 50 - Geometric Mean Of All Queries OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Geometric Mean Of All Queries b a 4 8 12 16 20 SE +/- 0.08, N = 3 15.88 16.10 MIN: 7.22 / MAX: 73.93 MIN: 6.98 / MAX: 76.43
Apache Spark TPC-H Scale Factor: 10 - Geometric Mean Of All Queries OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Geometric Mean Of All Queries b a 2 4 6 8 10 SE +/- 0.09138457, N = 3 6.58410643 6.64961027 MIN: 3.52 / MAX: 19.9 MIN: 3.57 / MAX: 20.64
Apache Spark TPC-H Scale Factor: 100 - Q22 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q22 a b 4 8 12 16 20 SE +/- 0.23, N = 5 14.00 14.61
Apache Spark TPC-H Scale Factor: 100 - Q21 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q21 b a 30 60 90 120 150 SE +/- 2.00, N = 5 143.28 144.59
Apache Spark TPC-H Scale Factor: 100 - Q20 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q20 a b 6 12 18 24 30 SE +/- 0.30, N = 5 25.37 26.05
Apache Spark TPC-H Scale Factor: 100 - Q19 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q19 a b 5 10 15 20 25 SE +/- 0.13, N = 5 20.75 21.22
Apache Spark TPC-H Scale Factor: 100 - Q18 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q18 a b 13 26 39 52 65 SE +/- 0.84, N = 5 57.80 58.06
Apache Spark TPC-H Scale Factor: 100 - Q17 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q17 a b 11 22 33 44 55 SE +/- 0.41, N = 5 49.74 50.09
Apache Spark TPC-H Scale Factor: 100 - Q16 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q16 a b 5 10 15 20 25 SE +/- 0.40, N = 5 16.39 21.51
Apache Spark TPC-H Scale Factor: 100 - Q15 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q15 a b 4 8 12 16 20 SE +/- 0.12, N = 5 16.93 17.61
Apache Spark TPC-H Scale Factor: 100 - Q14 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q14 b a 5 10 15 20 25 SE +/- 0.26, N = 5 19.53 20.13
Apache Spark TPC-H Scale Factor: 100 - Q13 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q13 a b 4 8 12 16 20 SE +/- 0.21, N = 4 14.47 14.96
Apache Spark TPC-H Scale Factor: 100 - Q12 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q12 a b 9 18 27 36 45 SE +/- 0.91, N = 5 30.77 41.09
Apache Spark TPC-H Scale Factor: 100 - Q11 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q11 b a 3 6 9 12 15 SE +/- 0.18422343, N = 5 9.51207733 9.51405735
Apache Spark TPC-H Scale Factor: 100 - Q10 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q10 b a 8 16 24 32 40 SE +/- 0.29, N = 5 32.22 32.38
Apache Spark TPC-H Scale Factor: 100 - Q09 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q09 b a 13 26 39 52 65 SE +/- 2.44, N = 3 54.86 57.18
Apache Spark TPC-H Scale Factor: 100 - Q08 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q08 b a 8 16 24 32 40 SE +/- 0.34, N = 5 34.59 35.14
Apache Spark TPC-H Scale Factor: 100 - Q07 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q07 a b 7 14 21 28 35 SE +/- 0.12, N = 5 31.45 31.58
Apache Spark TPC-H Scale Factor: 100 - Q06 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q06 a b 3 6 9 12 15 SE +/- 0.14, N = 5 11.99 12.36
Apache Spark TPC-H Scale Factor: 100 - Q05 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q05 a b 9 18 27 36 45 SE +/- 0.31, N = 5 37.59 37.91
Apache Spark TPC-H Scale Factor: 100 - Q04 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q04 a b 9 18 27 36 45 SE +/- 0.97, N = 5 30.76 37.65
Apache Spark TPC-H Scale Factor: 100 - Q03 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q03 b a 12 24 36 48 60 SE +/- 2.22, N = 5 47.90 51.97
Apache Spark TPC-H Scale Factor: 100 - Q02 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q02 b a 3 6 9 12 15 SE +/- 0.21, N = 5 12.50 12.66
Apache Spark TPC-H Scale Factor: 100 - Q01 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q01 b a 5 10 15 20 25 SE +/- 0.21, N = 5 20.04 20.46
Apache Spark TPC-H Scale Factor: 50 - Q22 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q22 b a 2 4 6 8 10 SE +/- 0.24303003, N = 3 7.21731853 7.49214983
Apache Spark TPC-H Scale Factor: 50 - Q21 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q21 a b 16 32 48 64 80 SE +/- 2.63, N = 3 73.68 73.93
Apache Spark TPC-H Scale Factor: 50 - Q20 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q20 b a 4 8 12 16 20 SE +/- 0.08, N = 3 14.71 15.72
Apache Spark TPC-H Scale Factor: 50 - Q19 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q19 b a 3 6 9 12 15 SE +/- 0.23, N = 3 11.19 11.34
Apache Spark TPC-H Scale Factor: 50 - Q18 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q18 b a 7 14 21 28 35 SE +/- 0.38, N = 3 30.01 30.99
Apache Spark TPC-H Scale Factor: 50 - Q17 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q17 b a 6 12 18 24 30 SE +/- 0.19, N = 3 25.16 25.25
Apache Spark TPC-H Scale Factor: 50 - Q16 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q16 a b 3 6 9 12 15 SE +/- 0.12588108, N = 3 9.75740242 10.16229057
Apache Spark TPC-H Scale Factor: 50 - Q15 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q15 b a 3 6 9 12 15 SE +/- 0.12753167, N = 3 9.39155006 9.46833801
Apache Spark TPC-H Scale Factor: 50 - Q14 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q14 a b 3 6 9 12 15 SE +/- 0.19, N = 3 11.62 11.96
Apache Spark TPC-H Scale Factor: 50 - Q13 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q13 b a 3 6 9 12 15 SE +/- 0.36269507, N = 3 9.95179653 10.46180662
Apache Spark TPC-H Scale Factor: 50 - Q12 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q12 b a 4 8 12 16 20 SE +/- 0.87, N = 3 15.06 16.12
Apache Spark TPC-H Scale Factor: 50 - Q11 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q11 a b 2 4 6 8 10 SE +/- 0.14487549, N = 3 7.15654898 7.23030090
Apache Spark TPC-H Scale Factor: 50 - Q10 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q10 b a 5 10 15 20 25 SE +/- 0.65, N = 3 20.07 20.27
Apache Spark TPC-H Scale Factor: 50 - Q09 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q09 b a 7 14 21 28 35 SE +/- 0.90, N = 3 28.86 28.96
Apache Spark TPC-H Scale Factor: 50 - Q08 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q08 b a 5 10 15 20 25 SE +/- 0.10, N = 3 21.58 21.74
Apache Spark TPC-H Scale Factor: 50 - Q07 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q07 b a 5 10 15 20 25 SE +/- 0.22, N = 3 20.39 20.97
Apache Spark TPC-H Scale Factor: 50 - Q06 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q06 a b 2 4 6 8 10 SE +/- 0.28695458, N = 3 7.04339520 7.22264004
Apache Spark TPC-H Scale Factor: 50 - Q05 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q05 a b 6 12 18 24 30 SE +/- 2.10, N = 3 27.13 27.26
Apache Spark TPC-H Scale Factor: 50 - Q04 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q04 a b 5 10 15 20 25 SE +/- 1.03, N = 3 17.43 18.39
Apache Spark TPC-H Scale Factor: 50 - Q03 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q03 a b 7 14 21 28 35 SE +/- 3.59, N = 3 27.89 31.67
Apache Spark TPC-H Scale Factor: 50 - Q02 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q02 b a 3 6 9 12 15 SE +/- 0.34, N = 3 10.04 10.61
Apache Spark TPC-H Scale Factor: 50 - Q01 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q01 b a 4 8 12 16 20 SE +/- 0.46, N = 3 13.21 13.90
Apache Spark TPC-H Scale Factor: 10 - Q22 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q22 b a 0.8889 1.7778 2.6667 3.5556 4.4445 SE +/- 0.19949728, N = 3 3.51961064 3.95088299
Apache Spark TPC-H Scale Factor: 10 - Q21 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q21 a b 5 10 15 20 25 SE +/- 0.39, N = 3 19.88 19.90
Apache Spark TPC-H Scale Factor: 10 - Q20 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q20 a b 2 4 6 8 10 SE +/- 0.05985674, N = 3 6.79596265 7.25319386
Apache Spark TPC-H Scale Factor: 10 - Q19 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q19 b a 1.011 2.022 3.033 4.044 5.055 SE +/- 0.69953999, N = 3 4.04889965 4.49338507
Apache Spark TPC-H Scale Factor: 10 - Q18 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q18 a b 3 6 9 12 15 SE +/- 0.12, N = 3 10.53 10.66
Apache Spark TPC-H Scale Factor: 10 - Q17 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q17 b a 2 4 6 8 10 SE +/- 0.16820100, N = 3 7.98219156 8.65146001
Apache Spark TPC-H Scale Factor: 10 - Q16 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q16 b a 0.9817 1.9634 2.9451 3.9268 4.9085 SE +/- 0.16303406, N = 3 4.18387175 4.36307828
Apache Spark TPC-H Scale Factor: 10 - Q15 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q15 b a 0.8591 1.7182 2.5773 3.4364 4.2955 SE +/- 0.08527822, N = 3 3.54577971 3.81818644
Apache Spark TPC-H Scale Factor: 10 - Q14 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q14 a b 0.9856 1.9712 2.9568 3.9424 4.928 SE +/- 0.07417046, N = 3 4.13995790 4.38056469
Apache Spark TPC-H Scale Factor: 10 - Q13 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q13 a b 1.1521 2.3042 3.4563 4.6084 5.7605 SE +/- 0.31099802, N = 3 4.88721561 5.12022400
Apache Spark TPC-H Scale Factor: 10 - Q12 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q12 b a 2 4 6 8 10 SE +/- 0.33877901, N = 3 5.72649527 6.27024539
Apache Spark TPC-H Scale Factor: 10 - Q11 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q11 a b 1.1271 2.2542 3.3813 4.5084 5.6355 SE +/- 0.10007938, N = 3 4.84764210 5.00920248
Apache Spark TPC-H Scale Factor: 10 - Q10 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q10 b a 3 6 9 12 15 SE +/- 0.17383905, N = 3 8.56665230 8.96524588
Apache Spark TPC-H Scale Factor: 10 - Q09 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q09 a b 4 8 12 16 20 SE +/- 0.23, N = 3 13.27 14.55
Apache Spark TPC-H Scale Factor: 10 - Q08 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q08 a b 3 6 9 12 15 SE +/- 0.15575170, N = 3 8.53293451 9.09858704
Apache Spark TPC-H Scale Factor: 10 - Q07 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q07 b a 2 4 6 8 10 SE +/- 0.05491095, N = 3 8.02594757 8.17234961
Apache Spark TPC-H Scale Factor: 10 - Q06 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q06 a b 0.5101 1.0202 1.5303 2.0404 2.5505 SE +/- 0.27682158, N = 3 2.20562740 2.26728702
Apache Spark TPC-H Scale Factor: 10 - Q05 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q05 b a 3 6 9 12 15 SE +/- 0.18, N = 3 10.02 10.49
Apache Spark TPC-H Scale Factor: 10 - Q04 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q04 b a 2 4 6 8 10 SE +/- 0.39510107, N = 3 6.84189463 7.01488924
Apache Spark TPC-H Scale Factor: 10 - Q03 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q03 a b 2 4 6 8 10 SE +/- 0.30946731, N = 3 8.57423337 8.80821419
Apache Spark TPC-H Scale Factor: 10 - Q02 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q02 a b 1.1292 2.2584 3.3876 4.5168 5.646 SE +/- 0.13985277, N = 3 4.76416794 5.01853371
Apache Spark TPC-H Scale Factor: 10 - Q01 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q01 a b 2 4 6 8 10 SE +/- 0.22626002, N = 3 7.17941427 7.75082779
Apache Spark TPC-H Scale Factor: 1 - Q22 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q22 b a 0.2167 0.4334 0.6501 0.8668 1.0835 SE +/- 0.02438513, N = 6 0.94075781 0.96304307
Apache Spark TPC-H Scale Factor: 1 - Q21 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q21 b a 2 4 6 8 10 SE +/- 0.06916663, N = 6 7.27309227 7.35997971
Apache Spark TPC-H Scale Factor: 1 - Q20 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q20 b a 0.5 1 1.5 2 2.5 SE +/- 0.09308727, N = 6 2.06534791 2.22216737
Apache Spark TPC-H Scale Factor: 1 - Q19 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q19 b a 0.212 0.424 0.636 0.848 1.06 SE +/- 0.03098553, N = 6 0.83248776 0.94222092
Apache Spark TPC-H Scale Factor: 1 - Q18 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q18 a b 0.7779 1.5558 2.3337 3.1116 3.8895 SE +/- 0.06033490, N = 6 3.24338492 3.45746708
Apache Spark TPC-H Scale Factor: 1 - Q17 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q17 b a 0.517 1.034 1.551 2.068 2.585 SE +/- 0.05498739, N = 6 2.23182964 2.29773927
Apache Spark TPC-H Scale Factor: 1 - Q16 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q16 b a 0.2724 0.5448 0.8172 1.0896 1.362 SE +/- 0.03311086, N = 6 1.08225024 1.21052784
Apache Spark TPC-H Scale Factor: 1 - Q15 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q15 b a 0.4039 0.8078 1.2117 1.6156 2.0195 SE +/- 0.07958495, N = 6 1.54761553 1.79510826
Apache Spark TPC-H Scale Factor: 1 - Q14 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q14 b a 0.3871 0.7742 1.1613 1.5484 1.9355 SE +/- 0.11941087, N = 6 1.34116840 1.72030481
Apache Spark TPC-H Scale Factor: 1 - Q13 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q13 b a 0.2764 0.5528 0.8292 1.1056 1.382 SE +/- 0.03414257, N = 6 1.21578169 1.22831978
Apache Spark TPC-H Scale Factor: 1 - Q12 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q12 b a 0.43 0.86 1.29 1.72 2.15 SE +/- 0.10307428, N = 6 1.72903442 1.91099046
Apache Spark TPC-H Scale Factor: 1 - Q11 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q11 a b 0.2626 0.5252 0.7878 1.0504 1.313 SE +/- 0.03746457, N = 6 0.99049346 1.16701186
Apache Spark TPC-H Scale Factor: 1 - Q10 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q10 a b 0.7107 1.4214 2.1321 2.8428 3.5535 SE +/- 0.07304682, N = 6 2.72449839 3.15851951
Apache Spark TPC-H Scale Factor: 1 - Q09 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q09 b a 0.8904 1.7808 2.6712 3.5616 4.452 SE +/- 0.13449946, N = 6 3.91516662 3.95722946
Apache Spark TPC-H Scale Factor: 1 - Q08 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q08 a b 0.4589 0.9178 1.3767 1.8356 2.2945 SE +/- 0.05279574, N = 6 1.89211027 2.03955197
Apache Spark TPC-H Scale Factor: 1 - Q07 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q07 b a 0.6683 1.3366 2.0049 2.6732 3.3415 SE +/- 0.08663080, N = 6 2.87794304 2.97041595
Apache Spark TPC-H Scale Factor: 1 - Q06 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q06 a b 0.189 0.378 0.567 0.756 0.945 SE +/- 0.07035924, N = 6 0.76801004 0.83989167
Apache Spark TPC-H Scale Factor: 1 - Q05 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q05 a b 0.7745 1.549 2.3235 3.098 3.8725 SE +/- 0.17943352, N = 6 3.36831411 3.44206405
Apache Spark TPC-H Scale Factor: 1 - Q04 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q04 b a 0.5866 1.1732 1.7598 2.3464 2.933 SE +/- 0.06221389, N = 6 2.27759695 2.60717384
Apache Spark TPC-H Scale Factor: 1 - Q03 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q03 b a 0.6554 1.3108 1.9662 2.6216 3.277 SE +/- 0.09541907, N = 6 2.86002350 2.91284231
Apache Spark TPC-H Scale Factor: 1 - Q02 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q02 a b 0.4364 0.8728 1.3092 1.7456 2.182 SE +/- 0.04818301, N = 6 1.85550449 1.93961561
Apache Spark TPC-H Scale Factor: 1 - Q01 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q01 a b 1.2078 2.4156 3.6234 4.8312 6.039 SE +/- 0.18773897, N = 6 4.92630212 5.36804438
Phoronix Test Suite v10.8.4