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 .
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: 1 - Geometric Mean Of All Queries spark-tpch: 1 - Q01 spark-tpch: 1 - Q02 spark-tpch: 1 - Q03 spark-tpch: 1 - Q04 spark-tpch: 1 - Q05 spark-tpch: 1 - Q06 spark-tpch: 1 - Q07 spark-tpch: 1 - Q08 spark-tpch: 1 - Q09 spark-tpch: 1 - Q10 spark-tpch: 1 - Q11 spark-tpch: 1 - Q12 spark-tpch: 1 - Q13 spark-tpch: 1 - Q14 spark-tpch: 1 - Q15 spark-tpch: 1 - Q16 spark-tpch: 1 - Q17 spark-tpch: 1 - Q18 spark-tpch: 1 - Q19 spark-tpch: 1 - Q20 spark-tpch: 1 - Q21 spark-tpch: 1 - Q22 spark-tpch: 10 - Geometric Mean Of All Queries spark-tpch: 10 - Q01 spark-tpch: 10 - Q02 spark-tpch: 10 - Q03 spark-tpch: 10 - Q04 spark-tpch: 10 - Q05 spark-tpch: 10 - Q06 spark-tpch: 10 - Q07 spark-tpch: 10 - Q08 spark-tpch: 10 - Q09 spark-tpch: 10 - Q10 spark-tpch: 10 - Q11 spark-tpch: 10 - Q12 spark-tpch: 10 - Q13 spark-tpch: 10 - Q14 spark-tpch: 10 - Q15 spark-tpch: 10 - Q16 spark-tpch: 10 - Q17 spark-tpch: 10 - Q18 spark-tpch: 10 - Q19 spark-tpch: 10 - Q20 spark-tpch: 10 - Q21 spark-tpch: 10 - Q22 spark-tpch: 50 - Geometric Mean Of All Queries spark-tpch: 50 - Q01 spark-tpch: 50 - Q02 spark-tpch: 50 - Q03 spark-tpch: 50 - Q04 spark-tpch: 50 - Q05 spark-tpch: 50 - Q06 spark-tpch: 50 - Q07 spark-tpch: 50 - Q08 spark-tpch: 50 - Q09 spark-tpch: 50 - Q10 spark-tpch: 50 - Q11 spark-tpch: 50 - Q12 spark-tpch: 50 - Q13 spark-tpch: 50 - Q14 spark-tpch: 50 - Q15 spark-tpch: 50 - Q16 spark-tpch: 50 - Q17 spark-tpch: 50 - Q18 spark-tpch: 50 - Q19 spark-tpch: 50 - Q20 spark-tpch: 50 - Q21 spark-tpch: 50 - Q22 spark-tpch: 100 - Geometric Mean Of All Queries spark-tpch: 100 - Q01 spark-tpch: 100 - Q02 spark-tpch: 100 - Q03 spark-tpch: 100 - Q04 spark-tpch: 100 - Q05 spark-tpch: 100 - Q06 spark-tpch: 100 - Q07 spark-tpch: 100 - Q08 spark-tpch: 100 - Q09 spark-tpch: 100 - Q10 spark-tpch: 100 - Q11 spark-tpch: 100 - Q12 spark-tpch: 100 - Q13 spark-tpch: 100 - Q14 spark-tpch: 100 - Q15 spark-tpch: 100 - Q16 spark-tpch: 100 - Q17 spark-tpch: 100 - Q18 spark-tpch: 100 - Q19 spark-tpch: 100 - Q20 spark-tpch: 100 - Q21 spark-tpch: 100 - Q22 a b 1.92681778 4.92630212 1.85550449 2.91284231 2.60717384 3.36831411 0.76801004 2.97041595 1.89211027 3.95722946 2.72449839 0.99049346 1.91099046 1.22831978 1.72030481 1.79510826 1.21052784 2.29773927 3.24338492 0.94222092 2.22216737 7.35997971 0.96304307 6.64961027 7.17941427 4.76416794 8.57423337 7.01488924 10.48620669 2.20562740 8.17234961 8.53293451 13.27330875 8.96524588 4.84764210 6.27024539 4.88721561 4.13995790 3.81818644 4.36307828 8.65146001 10.52864806 4.49338507 6.79596265 19.87941996 3.95088299 16.09521596 13.90317281 10.61494065 27.89468702 17.42753728 27.13396072 7.04339520 20.96818924 21.73592949 28.95665741 20.27176285 7.15654898 16.11914158 10.46180662 11.61718464 9.46833801 9.75740242 25.24819946 30.98996480 11.33768463 15.72308477 73.68167114 7.49214983 27.64803143 20.45897560 12.66296635 51.96759415 30.75606728 37.58739624 11.99434452 31.44885254 35.14381790 57.17691167 32.37757912 9.51405735 30.77360268 14.47407055 20.13403206 16.92926483 16.38949413 49.73945084 57.79682312 20.75425720 25.36702080 144.59083862 13.99626141 1.87671195 5.36804438 1.93961561 2.8600235 2.27759695 3.44206405 0.83989167 2.87794304 2.03955197 3.91516662 3.15851951 1.16701186 1.72903442 1.21578169 1.3411684 1.54761553 1.08225024 2.23182964 3.45746708 0.83248776 2.06534791 7.27309227 0.94075781 6.58410643 7.75082779 5.01853371 8.80821419 6.84189463 10.01913834 2.26728702 8.02594757 9.09858704 14.54915333 8.5666523 5.00920248 5.72649527 5.120224 4.38056469 3.54577971 4.18387175 7.98219156 10.65900993 4.04889965 7.25319386 19.90046501 3.51961064 15.87581088 13.21331787 10.0400877 31.67148972 18.39065361 27.25751495 7.22264004 20.39149475 21.58157921 28.85852051 20.07262039 7.2303009 15.05683517 9.95179653 11.96151638 9.39155006 10.16229057 25.15525627 30.01311302 11.19120502 14.71440792 73.93250275 7.21731853 29.05982723 20.04090309 12.5011549 47.90205002 37.65102768 37.90865707 12.35941792 31.57768822 34.59257889 54.86360168 32.22114182 9.51207733 41.08820343 14.96435452 19.528965 17.60618019 21.50848579 50.09314728 58.05806732 21.21760368 26.04597473 143.28303528 14.61200809 OpenBenchmarking.org
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 a b 0.4335 0.867 1.3005 1.734 2.1675 SE +/- 0.01846436, N = 6 1.92681778 1.87671195 MIN: 0.83 / MAX: 7.62 MIN: 0.83 / MAX: 7.27
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
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 - Q03 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q03 a b 0.6554 1.3108 1.9662 2.6216 3.277 SE +/- 0.09541907, N = 6 2.91284231 2.86002350
Apache Spark TPC-H Scale Factor: 1 - Q04 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q04 a b 0.5866 1.1732 1.7598 2.3464 2.933 SE +/- 0.06221389, N = 6 2.60717384 2.27759695
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 - 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 - Q07 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q07 a b 0.6683 1.3366 2.0049 2.6732 3.3415 SE +/- 0.08663080, N = 6 2.97041595 2.87794304
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 - Q09 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q09 a b 0.8904 1.7808 2.6712 3.5616 4.452 SE +/- 0.13449946, N = 6 3.95722946 3.91516662
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 - 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 - Q12 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q12 a b 0.43 0.86 1.29 1.72 2.15 SE +/- 0.10307428, N = 6 1.91099046 1.72903442
Apache Spark TPC-H Scale Factor: 1 - Q13 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q13 a b 0.2764 0.5528 0.8292 1.1056 1.382 SE +/- 0.03414257, N = 6 1.22831978 1.21578169
Apache Spark TPC-H Scale Factor: 1 - Q14 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q14 a b 0.3871 0.7742 1.1613 1.5484 1.9355 SE +/- 0.11941087, N = 6 1.72030481 1.34116840
Apache Spark TPC-H Scale Factor: 1 - Q15 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q15 a b 0.4039 0.8078 1.2117 1.6156 2.0195 SE +/- 0.07958495, N = 6 1.79510826 1.54761553
Apache Spark TPC-H Scale Factor: 1 - Q16 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q16 a b 0.2724 0.5448 0.8172 1.0896 1.362 SE +/- 0.03311086, N = 6 1.21052784 1.08225024
Apache Spark TPC-H Scale Factor: 1 - Q17 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q17 a b 0.517 1.034 1.551 2.068 2.585 SE +/- 0.05498739, N = 6 2.29773927 2.23182964
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 - Q19 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q19 a b 0.212 0.424 0.636 0.848 1.06 SE +/- 0.03098553, N = 6 0.94222092 0.83248776
Apache Spark TPC-H Scale Factor: 1 - Q20 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q20 a b 0.5 1 1.5 2 2.5 SE +/- 0.09308727, N = 6 2.22216737 2.06534791
Apache Spark TPC-H Scale Factor: 1 - Q21 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q21 a b 2 4 6 8 10 SE +/- 0.06916663, N = 6 7.35997971 7.27309227
Apache Spark TPC-H Scale Factor: 1 - Q22 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q22 a b 0.2167 0.4334 0.6501 0.8668 1.0835 SE +/- 0.02438513, N = 6 0.96304307 0.94075781
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 a b 2 4 6 8 10 SE +/- 0.09138457, N = 3 6.64961027 6.58410643 MIN: 3.57 / MAX: 20.64 MIN: 3.52 / MAX: 19.9
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: 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 - 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 - Q04 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q04 a b 2 4 6 8 10 SE +/- 0.39510107, N = 3 7.01488924 6.84189463
Apache Spark TPC-H Scale Factor: 10 - Q05 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q05 a b 3 6 9 12 15 SE +/- 0.18, N = 3 10.49 10.02
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 - Q07 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q07 a b 2 4 6 8 10 SE +/- 0.05491095, N = 3 8.17234961 8.02594757
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 - 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 - Q10 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q10 a b 3 6 9 12 15 SE +/- 0.17383905, N = 3 8.96524588 8.56665230
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 - Q12 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q12 a b 2 4 6 8 10 SE +/- 0.33877901, N = 3 6.27024539 5.72649527
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 - 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 - Q15 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q15 a b 0.8591 1.7182 2.5773 3.4364 4.2955 SE +/- 0.08527822, N = 3 3.81818644 3.54577971
Apache Spark TPC-H Scale Factor: 10 - Q16 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q16 a b 0.9817 1.9634 2.9451 3.9268 4.9085 SE +/- 0.16303406, N = 3 4.36307828 4.18387175
Apache Spark TPC-H Scale Factor: 10 - Q17 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q17 a b 2 4 6 8 10 SE +/- 0.16820100, N = 3 8.65146001 7.98219156
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 - Q19 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q19 a b 1.011 2.022 3.033 4.044 5.055 SE +/- 0.69953999, N = 3 4.49338507 4.04889965
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 - 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 - Q22 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q22 a b 0.8889 1.7778 2.6667 3.5556 4.4445 SE +/- 0.19949728, N = 3 3.95088299 3.51961064
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 a b 4 8 12 16 20 SE +/- 0.08, N = 3 16.10 15.88 MIN: 6.98 / MAX: 76.43 MIN: 7.22 / MAX: 73.93
Apache Spark TPC-H Scale Factor: 50 - Q01 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q01 a b 4 8 12 16 20 SE +/- 0.46, N = 3 13.90 13.21
Apache Spark TPC-H Scale Factor: 50 - Q02 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q02 a b 3 6 9 12 15 SE +/- 0.34, N = 3 10.61 10.04
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 - 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 - 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 - 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 - Q07 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q07 a b 5 10 15 20 25 SE +/- 0.22, N = 3 20.97 20.39
Apache Spark TPC-H Scale Factor: 50 - Q08 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q08 a b 5 10 15 20 25 SE +/- 0.10, N = 3 21.74 21.58
Apache Spark TPC-H Scale Factor: 50 - Q09 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q09 a b 7 14 21 28 35 SE +/- 0.90, N = 3 28.96 28.86
Apache Spark TPC-H Scale Factor: 50 - Q10 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q10 a b 5 10 15 20 25 SE +/- 0.65, N = 3 20.27 20.07
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 - Q12 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q12 a b 4 8 12 16 20 SE +/- 0.87, N = 3 16.12 15.06
Apache Spark TPC-H Scale Factor: 50 - Q13 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q13 a b 3 6 9 12 15 SE +/- 0.36269507, N = 3 10.46180662 9.95179653
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 - Q15 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q15 a b 3 6 9 12 15 SE +/- 0.12753167, N = 3 9.46833801 9.39155006
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 - Q17 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q17 a b 6 12 18 24 30 SE +/- 0.19, N = 3 25.25 25.16
Apache Spark TPC-H Scale Factor: 50 - Q18 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q18 a b 7 14 21 28 35 SE +/- 0.38, N = 3 30.99 30.01
Apache Spark TPC-H Scale Factor: 50 - Q19 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q19 a b 3 6 9 12 15 SE +/- 0.23, N = 3 11.34 11.19
Apache Spark TPC-H Scale Factor: 50 - Q20 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q20 a b 4 8 12 16 20 SE +/- 0.08, N = 3 15.72 14.71
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 - Q22 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q22 a b 2 4 6 8 10 SE +/- 0.24303003, N = 3 7.49214983 7.21731853
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: 100 - Q01 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q01 a b 5 10 15 20 25 SE +/- 0.21, N = 5 20.46 20.04
Apache Spark TPC-H Scale Factor: 100 - Q02 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q02 a b 3 6 9 12 15 SE +/- 0.21, N = 5 12.66 12.50
Apache Spark TPC-H Scale Factor: 100 - Q03 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q03 a b 12 24 36 48 60 SE +/- 2.22, N = 5 51.97 47.90
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 - 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 - 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 - 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 - Q08 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q08 a b 8 16 24 32 40 SE +/- 0.34, N = 5 35.14 34.59
Apache Spark TPC-H Scale Factor: 100 - Q09 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q09 a b 13 26 39 52 65 SE +/- 2.44, N = 3 57.18 54.86
Apache Spark TPC-H Scale Factor: 100 - Q10 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q10 a b 8 16 24 32 40 SE +/- 0.29, N = 5 32.38 32.22
Apache Spark TPC-H Scale Factor: 100 - Q11 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q11 a b 3 6 9 12 15 SE +/- 0.18422343, N = 5 9.51405735 9.51207733
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 - 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 - Q14 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q14 a b 5 10 15 20 25 SE +/- 0.26, N = 5 20.13 19.53
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 - 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 - 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 - 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 - 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 - 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 - Q21 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q21 a b 30 60 90 120 150 SE +/- 2.00, N = 5 144.59 143.28
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
Phoronix Test Suite v10.8.5