tpch sparky Tests for a future article. AMD Ryzen 9 7950X 16-Core testing with a ASUS ROG STRIX X670E-E GAMING WIFI (1416 BIOS) and NVIDIA NV174 8GB on Ubuntu 23.10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2312041-PTS-TPCHSPAR10&sor&grs .
tpch sparky Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL Compiler File-System Screen Resolution a b AMD Ryzen 9 7950X 16-Core @ 5.88GHz (16 Cores / 32 Threads) ASUS ROG STRIX X670E-E GAMING WIFI (1416 BIOS) AMD Device 14d8 32GB 2000GB Samsung SSD 980 PRO 2TB + 4001GB Western Digital WD_BLACK SN850X 4000GB NVIDIA NV174 8GB NVIDIA GA104 HD Audio DELL U2723QE Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411 Ubuntu 23.10 6.7.0-060700rc2daily20231127-generic (x86_64) GNOME Shell 45.1 X Server 1.21.1.7 + Wayland nouveau 4.3 Mesa 24.0~git2311260600.945288~oibaf~m (git-945288f 2023-11-26 mantic-oibaf-ppa) GCC 13.2.0 + LLVM 16.0.6 ext4 3840x2160 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Processor Details - Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa601203 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: Vulnerable: Safe RET no microcode + 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 STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected
tpch sparky spark-tpch: 100 - Geometric Mean Of All Queries spark-tpch: 50 - Geometric Mean Of All Queries spark-tpch: 1 - 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 52.10228998 25.67956047 1.07551776 5.75490740 15.61734390 257.50322469 57.65707398 50.71526591 128.13427480 123.03999074 13.42031988 46.88688024 51.28989792 22.81828880 66.35007477 12.33996900 66.99342346 104.64765930 72.40360769 67.8046875 44.72012329 75.23068237 63.45726903 68.93591054 11.49857966 49.17952347 8.09008837 128.89452616 28.74859746 25.30857913 63.01756032 58.29380417 6.54233440 23.34649658 25.64216487 11.80730565 32.37508329 6.12172890 33.06687800 45.66526032 36.28119914 33.64093908 22.11989021 36.86378097 31.13532194 36.09375890 6.85708189 25.41260084 2.17159438 23.40988223 6.33807818 5.20179097 12.66393947 11.82977899 2.27786120 4.97813797 5.44949262 3.02257347 6.23972781 1.79728555 7.10535590 9.19322745 7.33203538 6.74756765 4.43370914 7.90605259 6.57711776 7.48101139 2.25004848 6.31123320 0.62112687 3.59445604 1.07470175 0.69395985 1.78931276 1.46219754 0.77560131 0.77650092 0.73867546 0.79169283 1.05782934 0.62522713 1.26676043 1.99082625 1.17277988 1.41287736 0.53335468 1.43073702 1.23955063 1.38435690 1.17284179 2.15049744 51.03976536 25.9047539 1.06830837 5.7573568 15.30221462 251.0748291 56.27810669 50.32149124 124.86743164 119.16635132 13.19703007 46.54631805 50.8004837 22.05514908 63.16571045 12.13181114 65.45317078 102.81005096 72.32094574 68.33406067 44.59963989 74.52184296 62.6139183 69.42839813 11.56032753 49.30712128 8.37519741 129.67033386 29.01455307 25.79829979 62.96906662 59.47691345 7.12703753 23.47036362 26.25609779 12.00696564 32.2621994 5.90383053 33.62889481 44.23796463 34.89360428 33.19272614 22.31266403 37.95347977 31.28269577 35.11714935 6.84252167 25.54037476 2.08513021 23.30423164 6.10991335 5.2261281 12.62981319 11.80338097 2.33905911 5.01319218 5.33258104 2.90124249 6.35672379 1.9416523 7.15195179 9.60581684 7.11410093 6.81029701 4.36986017 7.57603073 6.30942202 7.33041668 2.1100986 6.14967728 0.60666102 3.61977267 1.15345001 0.66654742 1.77616072 1.44221175 0.71527606 0.77098012 0.76540375 0.76867819 1.06473088 0.6105814 1.28957009 2.03148746 1.12742186 1.3959434 0.53715831 1.48697722 1.28710282 1.36037207 1.18847537 2.13585591 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 b a 12 24 36 48 60 SE +/- 0.11, N = 3 51.04 52.10 MIN: 12.13 / MAX: 251.07 MIN: 12.07 / MAX: 259.51
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 6 12 18 24 30 SE +/- 0.30, N = 3 25.68 25.90 MIN: 6.05 / MAX: 130.94 MIN: 5.9 / MAX: 129.67
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 0.242 0.484 0.726 0.968 1.21 SE +/- 0.01125755, N = 3 1.06830837 1.07551776 MIN: 0.61 / MAX: 3.62 MIN: 0.55 / MAX: 3.68
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 1.2954 2.5908 3.8862 5.1816 6.477 SE +/- 0.01148675, N = 3 5.75490740 5.75735680 MIN: 1.77 / MAX: 23.49 MIN: 1.94 / MAX: 23.3
Apache Spark TPC-H Scale Factor: 100 - Q22 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q22 b a 4 8 12 16 20 SE +/- 0.05, N = 3 15.30 15.62
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 60 120 180 240 300 SE +/- 1.17, N = 3 251.07 257.50
Apache Spark TPC-H Scale Factor: 100 - Q20 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q20 b a 13 26 39 52 65 SE +/- 0.14, N = 3 56.28 57.66
Apache Spark TPC-H Scale Factor: 100 - Q19 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q19 b a 11 22 33 44 55 SE +/- 0.10, N = 3 50.32 50.72
Apache Spark TPC-H Scale Factor: 100 - Q18 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q18 b a 30 60 90 120 150 SE +/- 0.40, N = 3 124.87 128.13
Apache Spark TPC-H Scale Factor: 100 - Q17 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q17 b a 30 60 90 120 150 SE +/- 0.27, N = 3 119.17 123.04
Apache Spark TPC-H Scale Factor: 100 - Q16 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q16 b a 3 6 9 12 15 SE +/- 0.11, N = 3 13.20 13.42
Apache Spark TPC-H Scale Factor: 100 - Q15 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q15 b a 11 22 33 44 55 SE +/- 0.10, N = 3 46.55 46.89
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 12 24 36 48 60 SE +/- 0.30, N = 3 50.80 51.29
Apache Spark TPC-H Scale Factor: 100 - Q13 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q13 b a 5 10 15 20 25 SE +/- 0.67, N = 3 22.06 22.82
Apache Spark TPC-H Scale Factor: 100 - Q12 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q12 b a 15 30 45 60 75 SE +/- 0.05, N = 3 63.17 66.35
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 +/- 0.16, N = 3 12.13 12.34
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 15 30 45 60 75 SE +/- 0.38, N = 3 65.45 66.99
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 20 40 60 80 100 SE +/- 2.94, N = 3 102.81 104.65
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 16 32 48 64 80 SE +/- 1.59, N = 3 72.32 72.40
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 15 30 45 60 75 SE +/- 0.86, N = 3 67.80 68.33
Apache Spark TPC-H Scale Factor: 100 - Q06 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q06 b a 10 20 30 40 50 SE +/- 0.08, N = 3 44.60 44.72
Apache Spark TPC-H Scale Factor: 100 - Q05 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q05 b a 20 40 60 80 100 SE +/- 1.50, N = 3 74.52 75.23
Apache Spark TPC-H Scale Factor: 100 - Q04 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q04 b a 14 28 42 56 70 SE +/- 0.57, N = 3 62.61 63.46
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 15 30 45 60 75 SE +/- 0.74, N = 3 68.94 69.43
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 +/- 0.22, N = 3 11.50 11.56
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 11 22 33 44 55 SE +/- 0.19, N = 3 49.18 49.31
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 +/- 0.12625543, N = 3 8.09008837 8.37519741
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 30 60 90 120 150 SE +/- 1.18, N = 3 128.89 129.67
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 7 14 21 28 35 SE +/- 0.15, N = 3 28.75 29.01
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 6 12 18 24 30 SE +/- 0.05, N = 3 25.31 25.80
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 14 28 42 56 70 SE +/- 0.79, N = 3 62.97 63.02
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 13 26 39 52 65 SE +/- 0.33, N = 3 58.29 59.48
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 2 4 6 8 10 SE +/- 0.45590060, N = 3 6.54233440 7.12703753
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 6 12 18 24 30 SE +/- 0.07, N = 3 23.35 23.47
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 6 12 18 24 30 SE +/- 0.18, N = 3 25.64 26.26
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 +/- 0.16, N = 3 11.81 12.01
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 8 16 24 32 40 SE +/- 0.50, N = 3 32.26 32.38
Apache Spark TPC-H Scale Factor: 50 - Q11 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q11 b a 2 4 6 8 10 SE +/- 0.05184602, N = 3 5.90383053 6.12172890
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 8 16 24 32 40 SE +/- 0.08, N = 3 33.07 33.63
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 10 20 30 40 50 SE +/- 1.28, N = 3 44.24 45.67
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 8 16 24 32 40 SE +/- 0.70, N = 3 34.89 36.28
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 8 16 24 32 40 SE +/- 0.34, N = 3 33.19 33.64
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 5 10 15 20 25 SE +/- 0.04, N = 3 22.12 22.31
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 9 18 27 36 45 SE +/- 0.30, N = 3 36.86 37.95
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 7 14 21 28 35 SE +/- 0.51, N = 3 31.14 31.28
Apache Spark TPC-H Scale Factor: 50 - Q03 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q03 b a 8 16 24 32 40 SE +/- 0.48, N = 3 35.12 36.09
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 2 4 6 8 10 SE +/- 0.10852285, N = 3 6.84252167 6.85708189
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 6 12 18 24 30 SE +/- 0.18, N = 3 25.41 25.54
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 0.4886 0.9772 1.4658 1.9544 2.443 SE +/- 0.02290474, N = 3 2.08513021 2.17159438
Apache Spark TPC-H Scale Factor: 10 - Q21 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q21 b a 6 12 18 24 30 SE +/- 0.05, N = 3 23.30 23.41
Apache Spark TPC-H Scale Factor: 10 - Q20 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q20 b a 2 4 6 8 10 SE +/- 0.05893057, N = 3 6.10991335 6.33807818
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 1.1759 2.3518 3.5277 4.7036 5.8795 SE +/- 0.04884219, N = 3 5.20179097 5.22612810
Apache Spark TPC-H Scale Factor: 10 - Q18 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q18 b a 3 6 9 12 15 SE +/- 0.02, N = 3 12.63 12.66
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 3 6 9 12 15 SE +/- 0.07, N = 3 11.80 11.83
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 0.5263 1.0526 1.5789 2.1052 2.6315 SE +/- 0.03214906, N = 3 2.27786120 2.33905911
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 1.128 2.256 3.384 4.512 5.64 SE +/- 0.05671005, N = 3 4.97813797 5.01319218
Apache Spark TPC-H Scale Factor: 10 - Q14 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q14 b a 1.2261 2.4522 3.6783 4.9044 6.1305 SE +/- 0.03750473, N = 3 5.33258104 5.44949262
Apache Spark TPC-H Scale Factor: 10 - Q13 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q13 b a 0.6801 1.3602 2.0403 2.7204 3.4005 SE +/- 0.04012746, N = 3 2.90124249 3.02257347
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 +/- 0.06795618, N = 3 6.23972781 6.35672379
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 0.4369 0.8738 1.3107 1.7476 2.1845 SE +/- 0.02123125, N = 3 1.79728555 1.94165230
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 2 4 6 8 10 SE +/- 0.04310040, N = 3 7.10535590 7.15195179
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 3 6 9 12 15 SE +/- 0.14272942, N = 3 9.19322745 9.60581684
Apache Spark TPC-H Scale Factor: 10 - Q08 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q08 b a 2 4 6 8 10 SE +/- 0.08511200, N = 3 7.11410093 7.33203538
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 +/- 0.15015487, N = 3 6.74756765 6.81029701
Apache Spark TPC-H Scale Factor: 10 - Q06 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q06 b a 0.9976 1.9952 2.9928 3.9904 4.988 SE +/- 0.05008379, N = 3 4.36986017 4.43370914
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 2 4 6 8 10 SE +/- 0.08963252, N = 3 7.57603073 7.90605259
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 +/- 0.07691562, N = 3 6.30942202 6.57711776
Apache Spark TPC-H Scale Factor: 10 - Q03 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q03 b a 2 4 6 8 10 SE +/- 0.05235045, N = 3 7.33041668 7.48101139
Apache Spark TPC-H Scale Factor: 10 - Q02 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q02 b a 0.5063 1.0126 1.5189 2.0252 2.5315 SE +/- 0.04460037, N = 3 2.11009860 2.25004848
Apache Spark TPC-H Scale Factor: 10 - Q01 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q01 b a 2 4 6 8 10 SE +/- 0.10785121, N = 3 6.14967728 6.31123320
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 0.1398 0.2796 0.4194 0.5592 0.699 SE +/- 0.03385261, N = 3 0.60666102 0.62112687
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 0.8144 1.6288 2.4432 3.2576 4.072 SE +/- 0.04461235, N = 3 3.59445604 3.61977267
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 0.2595 0.519 0.7785 1.038 1.2975 SE +/- 0.02430008, N = 3 1.07470175 1.15345001
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 0.1561 0.3122 0.4683 0.6244 0.7805 SE +/- 0.03020707, N = 3 0.66654742 0.69395985
Apache Spark TPC-H Scale Factor: 1 - Q18 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q18 b a 0.4026 0.8052 1.2078 1.6104 2.013 SE +/- 0.05290042, N = 3 1.77616072 1.78931276
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 0.329 0.658 0.987 1.316 1.645 SE +/- 0.02547655, N = 3 1.44221175 1.46219754
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 0.1745 0.349 0.5235 0.698 0.8725 SE +/- 0.01281809, N = 3 0.71527606 0.77560131
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 0.1747 0.3494 0.5241 0.6988 0.8735 SE +/- 0.01635970, N = 3 0.77098012 0.77650092
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 0.1722 0.3444 0.5166 0.6888 0.861 SE +/- 0.00590603, N = 3 0.73867546 0.76540375
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 0.1781 0.3562 0.5343 0.7124 0.8905 SE +/- 0.01146951, N = 3 0.76867819 0.79169283
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 0.2396 0.4792 0.7188 0.9584 1.198 SE +/- 0.02665135, N = 3 1.05782934 1.06473088
Apache Spark TPC-H Scale Factor: 1 - Q11 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q11 b a 0.1407 0.2814 0.4221 0.5628 0.7035 SE +/- 0.00652178, N = 3 0.61058140 0.62522713
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 0.2902 0.5804 0.8706 1.1608 1.451 SE +/- 0.00838453, N = 3 1.26676043 1.28957009
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 0.4571 0.9142 1.3713 1.8284 2.2855 SE +/- 0.01974284, N = 3 1.99082625 2.03148746
Apache Spark TPC-H Scale Factor: 1 - Q08 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q08 b a 0.2639 0.5278 0.7917 1.0556 1.3195 SE +/- 0.00999755, N = 3 1.12742186 1.17277988
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 0.3179 0.6358 0.9537 1.2716 1.5895 SE +/- 0.03064907, N = 3 1.39594340 1.41287736
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 0.1209 0.2418 0.3627 0.4836 0.6045 SE +/- 0.00241116, N = 3 0.53335468 0.53715831
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 0.3346 0.6692 1.0038 1.3384 1.673 SE +/- 0.01308397, N = 3 1.43073702 1.48697722
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 0.2896 0.5792 0.8688 1.1584 1.448 SE +/- 0.03111532, N = 3 1.23955063 1.28710282
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 0.3115 0.623 0.9345 1.246 1.5575 SE +/- 0.05306582, N = 3 1.36037207 1.38435690
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 0.2674 0.5348 0.8022 1.0696 1.337 SE +/- 0.02240378, N = 3 1.17284179 1.18847537
Apache Spark TPC-H Scale Factor: 1 - Q01 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q01 b a 0.4839 0.9678 1.4517 1.9356 2.4195 SE +/- 0.02370651, N = 3 2.13585591 2.15049744
Phoronix Test Suite v10.8.5