tpch sparky

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.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2312045-PTS-TPCHSPAR47
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a
December 04 2023
  1 Day, 21 Hours, 49 Minutes
b
December 04 2023
  15 Hours, 8 Minutes
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  1 Day, 6 Hours, 29 Minutes
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a

Kernel Notes: Transparent Huge Pages: madvise
Processor Notes: Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa601203
Java Notes: OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu123.10)
Python Notes: Python 3.11.6
Security Notes: 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

b

Processor: AMD Ryzen 9 7950X 16-Core @ 5.88GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG STRIX X670E-E GAMING WIFI (1416 BIOS), Chipset: AMD Device 14d8, Memory: 32GB, Disk: 2000GB Samsung SSD 980 PRO 2TB + 4001GB Western Digital WD_BLACK SN850X 4000GB, Graphics: NVIDIA NV174 8GB, Audio: NVIDIA GA104 HD Audio, Monitor: DELL U2723QE, Network: Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411

OS: Ubuntu 23.10, Kernel: 6.7.0-060700rc2daily20231127-generic (x86_64), Desktop: GNOME Shell 45.1, Display Server: X Server 1.21.1.7 + Wayland, Display Driver: nouveau, OpenGL: 4.3 Mesa 24.0~git2311260600.945288~oibaf~m (git-945288f 2023-11-26 mantic-oibaf-ppa), Compiler: GCC 13.2.0 + LLVM 16.0.6, File-System: ext4, Screen Resolution: 3840x2160

tpch sparkyOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 9 7950X 16-Core @ 5.88GHz (16 Cores / 32 Threads)ASUS ROG STRIX X670E-E GAMING WIFI (1416 BIOS)AMD Device 14d832GB2000GB Samsung SSD 980 PRO 2TB + 4001GB Western Digital WD_BLACK SN850X 4000GBNVIDIA NV174 8GBNVIDIA GA104 HD AudioDELL U2723QEIntel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411Ubuntu 23.106.7.0-060700rc2daily20231127-generic (x86_64)GNOME Shell 45.1X Server 1.21.1.7 + Waylandnouveau4.3 Mesa 24.0~git2311260600.945288~oibaf~m (git-945288f 2023-11-26 mantic-oibaf-ppa)GCC 13.2.0 + LLVM 16.0.6ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionTpch Sparky BenchmarksSystem Logs- Transparent Huge Pages: madvise- Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa601203- OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu123.10)- Python 3.11.6- 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

a vs. b ComparisonPhoronix Test SuiteBaseline+2.2%+2.2%+4.4%+4.4%+6.6%+6.6%+8.8%+8.8%2.1%2.1%2.6%2.5%2.6%3.3%3.5%5%2.4%3.7%3.2%4%2.8%4.1%3.7%2.2%4.2%3.1%4.4%4.2%2.1%6.6%2.6%2.4%4.1%8.4%3%2.4%4%100 - G.M.O.A.Q100 - Q22100 - Q21100 - Q20100 - Q18100 - Q17100 - Q13100 - Q12100 - Q1050 - Q223.5%50 - Q172%50 - Q168.9%50 - Q142.4%50 - Q1150 - Q0950 - Q0850 - Q053%50 - Q0310 - Q2210 - Q2010 - Q162.7%10 - Q1410 - Q1310 - Q118%10 - Q094.5%10 - Q0810 - Q0510 - Q0410 - Q0310 - Q0210 - Q011 - Q221 - Q207.3%1 - Q191 - Q161 - Q143.6%1 - Q131 - Q111 - Q092%1 - Q081 - Q053.9%1 - Q043.8%Apache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-HApache Spark TPC-Hab

tpch sparkyspark-tpch: 100 - Q22spark-tpch: 100 - Q21spark-tpch: 100 - Q20spark-tpch: 100 - Q19spark-tpch: 100 - Q18spark-tpch: 100 - Q17spark-tpch: 100 - Q16spark-tpch: 100 - Q15spark-tpch: 100 - Q14spark-tpch: 100 - Q13spark-tpch: 100 - Q12spark-tpch: 100 - Q11spark-tpch: 100 - Q10spark-tpch: 100 - Q09spark-tpch: 100 - Q08spark-tpch: 100 - Q07spark-tpch: 100 - Q06spark-tpch: 100 - Q05spark-tpch: 100 - Q04spark-tpch: 100 - Q03spark-tpch: 100 - Q02spark-tpch: 100 - Q01spark-tpch: 100 - Geometric Mean Of All Queriesspark-tpch: 50 - Q22spark-tpch: 50 - Q21spark-tpch: 50 - Q20spark-tpch: 50 - Q19spark-tpch: 50 - Q18spark-tpch: 50 - Q17spark-tpch: 50 - Q16spark-tpch: 50 - Q15spark-tpch: 50 - Q14spark-tpch: 50 - Q13spark-tpch: 50 - Q12spark-tpch: 50 - Q11spark-tpch: 50 - Q10spark-tpch: 50 - Q09spark-tpch: 50 - Q08spark-tpch: 50 - Q07spark-tpch: 50 - Q06spark-tpch: 50 - Q05spark-tpch: 50 - Q04spark-tpch: 50 - Q03spark-tpch: 50 - Q02spark-tpch: 50 - Q01spark-tpch: 50 - Geometric Mean Of All Queriesspark-tpch: 10 - Q22spark-tpch: 10 - Q21spark-tpch: 10 - Q20spark-tpch: 10 - Q19spark-tpch: 10 - Q18spark-tpch: 10 - Q17spark-tpch: 10 - Q16spark-tpch: 10 - Q15spark-tpch: 10 - Q14spark-tpch: 10 - Q13spark-tpch: 10 - Q12spark-tpch: 10 - Q11spark-tpch: 10 - Q10spark-tpch: 10 - Q09spark-tpch: 10 - Q08spark-tpch: 10 - Q07spark-tpch: 10 - Q06spark-tpch: 10 - Q05spark-tpch: 10 - Q04spark-tpch: 10 - Q03spark-tpch: 10 - Q02spark-tpch: 10 - Q01spark-tpch: 10 - Geometric Mean Of All Queriesspark-tpch: 1 - Q22spark-tpch: 1 - Q21spark-tpch: 1 - Q20spark-tpch: 1 - Q19spark-tpch: 1 - Q18spark-tpch: 1 - Q17spark-tpch: 1 - Q16spark-tpch: 1 - Q15spark-tpch: 1 - Q14spark-tpch: 1 - Q13spark-tpch: 1 - Q12spark-tpch: 1 - Q11spark-tpch: 1 - Q10spark-tpch: 1 - Q09spark-tpch: 1 - Q08spark-tpch: 1 - Q07spark-tpch: 1 - Q06spark-tpch: 1 - Q05spark-tpch: 1 - Q04spark-tpch: 1 - Q03spark-tpch: 1 - Q02spark-tpch: 1 - Q01spark-tpch: 1 - Geometric Mean Of All Queriesab15.61734390257.5032246957.6570739850.71526591128.13427480123.0399907413.4203198846.8868802451.2898979222.8182888066.3500747712.3399690066.99342346104.6476593072.4036076967.804687544.7201232975.2306823763.4572690368.9359105411.4985796649.1795234752.102289988.09008837128.8945261628.7485974625.3085791363.0175603258.293804176.5423344023.3464965825.6421648711.8073056532.375083296.1217289033.0668780045.6652603236.2811991433.6409390822.1198902136.8637809731.1353219436.093758906.8570818925.4126008425.679560472.1715943823.409882236.338078185.2017909712.6639394711.829778992.277861204.978137975.449492623.022573476.239727811.797285557.105355909.193227457.332035386.747567654.433709147.906052596.577117767.481011392.250048486.311233205.754907400.621126873.594456041.074701750.693959851.789312761.462197540.775601310.776500920.738675460.791692831.057829340.625227131.266760431.990826251.172779881.412877360.533354681.430737021.239550631.384356901.172841792.150497441.0755177615.30221462251.074829156.2781066950.32149124124.86743164119.1663513213.1970300746.5463180550.800483722.0551490863.1657104512.1318111465.45317078102.8100509672.3209457468.3340606744.5996398974.5218429662.613918369.4283981311.5603275349.3071212851.039765368.37519741129.6703338629.0145530725.7982997962.9690666259.476913457.1270375323.4703636226.2560977912.0069656432.26219945.9038305333.6288948144.2379646334.8936042833.1927261422.3126640337.9534797731.2826957735.117149356.8425216725.5403747625.90475392.0851302123.304231646.109913355.226128112.6298131911.803380972.339059115.013192185.332581042.901242496.356723791.94165237.151951799.605816847.114100936.810297014.369860177.576030736.309422027.330416682.11009866.149677285.75735680.606661023.619772671.153450010.666547421.776160721.442211750.715276060.770980120.765403750.768678191.064730880.61058141.289570092.031487461.127421861.39594340.537158311.486977221.287102821.360372071.188475372.135855911.06830837OpenBenchmarking.org

Apache Spark TPC-H

This is a benchmark of Apache Spark using TPC-H data-set. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmarks the Apache Spark in a single-system configuration using spark-submit. The test makes use of https://github.com/ssavvides/tpch-spark/ for facilitating the TPC-H benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q22ba48121620SE +/- 0.05, N = 315.3015.62
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q22ba48121620Min: 15.53 / Avg: 15.62 / Max: 15.7

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q21ba60120180240300SE +/- 1.17, N = 3251.07257.50
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q21ba50100150200250Min: 255.45 / Avg: 257.5 / Max: 259.51

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q20ba1326395265SE +/- 0.14, N = 356.2857.66
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q20ba1122334455Min: 57.48 / Avg: 57.66 / Max: 57.92

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q19ba1122334455SE +/- 0.10, N = 350.3250.72
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q19ba1020304050Min: 50.53 / Avg: 50.72 / Max: 50.86

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q18ba306090120150SE +/- 0.40, N = 3124.87128.13
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q18ba20406080100Min: 127.33 / Avg: 128.13 / Max: 128.59

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q17ba306090120150SE +/- 0.27, N = 3119.17123.04
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q17ba20406080100Min: 122.67 / Avg: 123.04 / Max: 123.56

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q16ba3691215SE +/- 0.11, N = 313.2013.42
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q16ba48121620Min: 13.21 / Avg: 13.42 / Max: 13.56

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q15ba1122334455SE +/- 0.10, N = 346.5546.89
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q15ba1020304050Min: 46.69 / Avg: 46.89 / Max: 47

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q14ba1224364860SE +/- 0.30, N = 350.8051.29
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q14ba1020304050Min: 50.96 / Avg: 51.29 / Max: 51.88

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q13ba510152025SE +/- 0.67, N = 322.0622.82
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q13ba510152025Min: 22.09 / Avg: 22.82 / Max: 24.15

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q12ba1530456075SE +/- 0.05, N = 363.1766.35
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q12ba1326395265Min: 66.26 / Avg: 66.35 / Max: 66.43

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q11ba3691215SE +/- 0.16, N = 312.1312.34
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q11ba48121620Min: 12.07 / Avg: 12.34 / Max: 12.61

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q10ba1530456075SE +/- 0.38, N = 365.4566.99
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q10ba1326395265Min: 66.3 / Avg: 66.99 / Max: 67.62

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q09ba20406080100SE +/- 2.94, N = 3102.81104.65
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q09ba20406080100Min: 98.85 / Avg: 104.65 / Max: 108.44

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q08ba1632486480SE +/- 1.59, N = 372.3272.40
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q08ba1428425670Min: 69.24 / Avg: 72.4 / Max: 74.23

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q07ba1530456075SE +/- 0.86, N = 368.3367.80
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q07ba1326395265Min: 66.09 / Avg: 67.8 / Max: 68.83

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q06ba1020304050SE +/- 0.08, N = 344.6044.72
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q06ba918273645Min: 44.56 / Avg: 44.72 / Max: 44.8

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q05ba20406080100SE +/- 1.50, N = 374.5275.23
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q05ba1428425670Min: 72.26 / Avg: 75.23 / Max: 77.12

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q04ba1428425670SE +/- 0.57, N = 362.6163.46
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q04ba1224364860Min: 62.48 / Avg: 63.46 / Max: 64.45

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q03ba1530456075SE +/- 0.74, N = 369.4368.94
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q03ba1326395265Min: 67.54 / Avg: 68.94 / Max: 70.05

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q02ba3691215SE +/- 0.22, N = 311.5611.50
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q02ba3691215Min: 11.06 / Avg: 11.5 / Max: 11.72

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q01ba1122334455SE +/- 0.19, N = 349.3149.18
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q01ba1020304050Min: 48.91 / Avg: 49.18 / Max: 49.56

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Geometric Mean Of All Queriesba1224364860SE +/- 0.11, N = 351.0452.10MIN: 12.13 / MAX: 251.07MIN: 12.07 / MAX: 259.51
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q01ba1122334455SE +/- 0.19, N = 349.3149.18
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q02ba3691215SE +/- 0.22, N = 311.5611.50
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q03ba1530456075SE +/- 0.74, N = 369.4368.94
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q04ba1428425670SE +/- 0.57, N = 362.6163.46
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q05ba20406080100SE +/- 1.50, N = 374.5275.23
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q06ba1020304050SE +/- 0.08, N = 344.6044.72
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q07ba1530456075SE +/- 0.86, N = 368.3367.80
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q08ba1632486480SE +/- 1.59, N = 372.3272.40
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q09ba20406080100SE +/- 2.94, N = 3102.81104.65
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q10ba1530456075SE +/- 0.38, N = 365.4566.99
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q11ba3691215SE +/- 0.16, N = 312.1312.34
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q12ba1530456075SE +/- 0.05, N = 363.1766.35
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q13ba510152025SE +/- 0.67, N = 322.0622.82
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q14ba1224364860SE +/- 0.30, N = 350.8051.29
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q15ba1122334455SE +/- 0.10, N = 346.5546.89
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q16ba3691215SE +/- 0.11, N = 313.2013.42
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q17ba306090120150SE +/- 0.27, N = 3119.17123.04
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q18ba306090120150SE +/- 0.40, N = 3124.87128.13
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q19ba1122334455SE +/- 0.10, N = 350.3250.72
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q20ba1326395265SE +/- 0.14, N = 356.2857.66
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q21ba60120180240300SE +/- 1.17, N = 3251.07257.50
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Q22ba48121620SE +/- 0.05, N = 315.3015.62
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Geometric Mean Of All Queriesba1020304050Min: 51.98 / Avg: 52.1 / Max: 52.32

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q22ba246810SE +/- 0.12625543, N = 38.375197418.09008837
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q22ba3691215Min: 7.9 / Avg: 8.09 / Max: 8.33

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q21ba306090120150SE +/- 1.18, N = 3129.67128.89
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q21ba20406080100Min: 126.85 / Avg: 128.89 / Max: 130.94

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q20ba714212835SE +/- 0.15, N = 329.0128.75
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q20ba612182430Min: 28.47 / Avg: 28.75 / Max: 29

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q19ba612182430SE +/- 0.05, N = 325.8025.31
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q19ba612182430Min: 25.21 / Avg: 25.31 / Max: 25.37

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q18ba1428425670SE +/- 0.79, N = 362.9763.02
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q18ba1224364860Min: 61.7 / Avg: 63.02 / Max: 64.44

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q17ba1326395265SE +/- 0.33, N = 359.4858.29
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q17ba1224364860Min: 57.67 / Avg: 58.29 / Max: 58.81

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q16ba246810SE +/- 0.45590060, N = 37.127037536.54233440
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q16ba3691215Min: 6.05 / Avg: 6.54 / Max: 7.45

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q15ba612182430SE +/- 0.07, N = 323.4723.35
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q15ba510152025Min: 23.21 / Avg: 23.35 / Max: 23.44

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q14ba612182430SE +/- 0.18, N = 326.2625.64
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q14ba612182430Min: 25.31 / Avg: 25.64 / Max: 25.91

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q13ba3691215SE +/- 0.16, N = 312.0111.81
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q13ba3691215Min: 11.59 / Avg: 11.81 / Max: 12.11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q12ba816243240SE +/- 0.50, N = 332.2632.38
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q12ba714212835Min: 31.71 / Avg: 32.38 / Max: 33.35

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q11ba246810SE +/- 0.05184602, N = 35.903830536.12172890
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q11ba246810Min: 6.06 / Avg: 6.12 / Max: 6.22

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q10ba816243240SE +/- 0.08, N = 333.6333.07
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q10ba714212835Min: 32.93 / Avg: 33.07 / Max: 33.21

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q09ba1020304050SE +/- 1.28, N = 344.2445.67
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q09ba918273645Min: 43.11 / Avg: 45.67 / Max: 46.96

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q08ba816243240SE +/- 0.70, N = 334.8936.28
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q08ba816243240Min: 34.89 / Avg: 36.28 / Max: 37.07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q07ba816243240SE +/- 0.34, N = 333.1933.64
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q07ba714212835Min: 33.11 / Avg: 33.64 / Max: 34.28

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q06ba510152025SE +/- 0.04, N = 322.3122.12
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q06ba510152025Min: 22.04 / Avg: 22.12 / Max: 22.17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q05ba918273645SE +/- 0.30, N = 337.9536.86
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q05ba816243240Min: 36.32 / Avg: 36.86 / Max: 37.33

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q04ba714212835SE +/- 0.51, N = 331.2831.14
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q04ba714212835Min: 30.48 / Avg: 31.14 / Max: 32.15

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q03ba816243240SE +/- 0.48, N = 335.1236.09
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q03ba816243240Min: 35.17 / Avg: 36.09 / Max: 36.76

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q02ba246810SE +/- 0.10852285, N = 36.842521676.85708189
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q02ba3691215Min: 6.67 / Avg: 6.86 / Max: 7.05

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q01ba612182430SE +/- 0.18, N = 325.5425.41
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q01ba612182430Min: 25.15 / Avg: 25.41 / Max: 25.75

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Geometric Mean Of All Queriesba612182430SE +/- 0.30, N = 325.9025.68MIN: 5.9 / MAX: 129.67MIN: 6.05 / MAX: 130.94
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q01ba612182430SE +/- 0.18, N = 325.5425.41
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q02ba246810SE +/- 0.10852285, N = 36.842521676.85708189
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q03ba816243240SE +/- 0.48, N = 335.1236.09
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q04ba714212835SE +/- 0.51, N = 331.2831.14
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q05ba918273645SE +/- 0.30, N = 337.9536.86
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q06ba510152025SE +/- 0.04, N = 322.3122.12
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q07ba816243240SE +/- 0.34, N = 333.1933.64
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q08ba816243240SE +/- 0.70, N = 334.8936.28
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q09ba1020304050SE +/- 1.28, N = 344.2445.67
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q10ba816243240SE +/- 0.08, N = 333.6333.07
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q11ba246810SE +/- 0.05184602, N = 35.903830536.12172890
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q12ba816243240SE +/- 0.50, N = 332.2632.38
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q13ba3691215SE +/- 0.16, N = 312.0111.81
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q14ba612182430SE +/- 0.18, N = 326.2625.64
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q15ba612182430SE +/- 0.07, N = 323.4723.35
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q16ba246810SE +/- 0.45590060, N = 37.127037536.54233440
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q17ba1326395265SE +/- 0.33, N = 359.4858.29
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q18ba1428425670SE +/- 0.79, N = 362.9763.02
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q19ba612182430SE +/- 0.05, N = 325.8025.31
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q20ba714212835SE +/- 0.15, N = 329.0128.75
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q21ba306090120150SE +/- 1.18, N = 3129.67128.89
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Q22ba246810SE +/- 0.12625543, N = 38.375197418.09008837
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Geometric Mean Of All Queriesba612182430Min: 25.26 / Avg: 25.68 / Max: 26.25

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q22ba0.48860.97721.46581.95442.443SE +/- 0.02290474, N = 32.085130212.17159438
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q22ba246810Min: 2.13 / Avg: 2.17 / Max: 2.2

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q21ba612182430SE +/- 0.05, N = 323.3023.41
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q21ba510152025Min: 23.34 / Avg: 23.41 / Max: 23.49

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q20ba246810SE +/- 0.05893057, N = 36.109913356.33807818
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q20ba3691215Min: 6.26 / Avg: 6.34 / Max: 6.45

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q19ba1.17592.35183.52774.70365.8795SE +/- 0.04884219, N = 35.226128105.20179097
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q19ba246810Min: 5.11 / Avg: 5.2 / Max: 5.28

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q18ba3691215SE +/- 0.02, N = 312.6312.66
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q18ba48121620Min: 12.63 / Avg: 12.66 / Max: 12.71

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q17ba3691215SE +/- 0.07, N = 311.8011.83
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q17ba3691215Min: 11.74 / Avg: 11.83 / Max: 11.98

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q16ba0.52631.05261.57892.10522.6315SE +/- 0.03214906, N = 32.339059112.27786120
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q16ba246810Min: 2.25 / Avg: 2.28 / Max: 2.34

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q15ba1.1282.2563.3844.5125.64SE +/- 0.05671005, N = 35.013192184.97813797
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q15ba246810Min: 4.92 / Avg: 4.98 / Max: 5.09

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q14ba1.22612.45223.67834.90446.1305SE +/- 0.03750473, N = 35.332581045.44949262
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q14ba246810Min: 5.39 / Avg: 5.45 / Max: 5.52

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q13ba0.68011.36022.04032.72043.4005SE +/- 0.04012746, N = 32.901242493.02257347
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q13ba246810Min: 2.97 / Avg: 3.02 / Max: 3.1

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q12ba246810SE +/- 0.06795618, N = 36.356723796.23972781
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q12ba3691215Min: 6.13 / Avg: 6.24 / Max: 6.37

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q11ba0.43690.87381.31071.74762.1845SE +/- 0.02123125, N = 31.941652301.79728555
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q11ba246810Min: 1.77 / Avg: 1.8 / Max: 1.84

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q10ba246810SE +/- 0.04310040, N = 37.151951797.10535590
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q10ba3691215Min: 7.02 / Avg: 7.11 / Max: 7.16

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q09ba3691215SE +/- 0.14272942, N = 39.605816849.19322745
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q09ba3691215Min: 9.02 / Avg: 9.19 / Max: 9.48

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q08ba246810SE +/- 0.08511200, N = 37.114100937.33203538
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q08ba3691215Min: 7.16 / Avg: 7.33 / Max: 7.44

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q07ba246810SE +/- 0.15015487, N = 36.810297016.74756765
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q07ba3691215Min: 6.59 / Avg: 6.75 / Max: 7.05

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q06ba0.99761.99522.99283.99044.988SE +/- 0.05008379, N = 34.369860174.43370914
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q06ba246810Min: 4.34 / Avg: 4.43 / Max: 4.51

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q05ba246810SE +/- 0.08963252, N = 37.576030737.90605259
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q05ba3691215Min: 7.73 / Avg: 7.91 / Max: 8

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q04ba246810SE +/- 0.07691562, N = 36.309422026.57711776
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q04ba3691215Min: 6.46 / Avg: 6.58 / Max: 6.72

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q03ba246810SE +/- 0.05235045, N = 37.330416687.48101139
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q03ba3691215Min: 7.38 / Avg: 7.48 / Max: 7.56

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q02ba0.50631.01261.51892.02522.5315SE +/- 0.04460037, N = 32.110098602.25004848
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q02ba246810Min: 2.18 / Avg: 2.25 / Max: 2.33

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q01ba246810SE +/- 0.10785121, N = 36.149677286.31123320
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q01ba3691215Min: 6.1 / Avg: 6.31 / Max: 6.46

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Geometric Mean Of All Queriesba1.29542.59083.88625.18166.477SE +/- 0.01148675, N = 35.757356805.75490740MIN: 1.94 / MAX: 23.3MIN: 1.77 / MAX: 23.49
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q01ba246810SE +/- 0.10785121, N = 36.149677286.31123320
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q02ba0.50631.01261.51892.02522.5315SE +/- 0.04460037, N = 32.110098602.25004848
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q03ba246810SE +/- 0.05235045, N = 37.330416687.48101139
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q04ba246810SE +/- 0.07691562, N = 36.309422026.57711776
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q05ba246810SE +/- 0.08963252, N = 37.576030737.90605259
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q06ba0.99761.99522.99283.99044.988SE +/- 0.05008379, N = 34.369860174.43370914
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q07ba246810SE +/- 0.15015487, N = 36.810297016.74756765
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q08ba246810SE +/- 0.08511200, N = 37.114100937.33203538
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q09ba3691215SE +/- 0.14272942, N = 39.605816849.19322745
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q10ba246810SE +/- 0.04310040, N = 37.151951797.10535590
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q11ba0.43690.87381.31071.74762.1845SE +/- 0.02123125, N = 31.941652301.79728555
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q12ba246810SE +/- 0.06795618, N = 36.356723796.23972781
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q13ba0.68011.36022.04032.72043.4005SE +/- 0.04012746, N = 32.901242493.02257347
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q14ba1.22612.45223.67834.90446.1305SE +/- 0.03750473, N = 35.332581045.44949262
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q15ba1.1282.2563.3844.5125.64SE +/- 0.05671005, N = 35.013192184.97813797
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q16ba0.52631.05261.57892.10522.6315SE +/- 0.03214906, N = 32.339059112.27786120
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q17ba3691215SE +/- 0.07, N = 311.8011.83
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q18ba3691215SE +/- 0.02, N = 312.6312.66
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q19ba1.17592.35183.52774.70365.8795SE +/- 0.04884219, N = 35.226128105.20179097
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q20ba246810SE +/- 0.05893057, N = 36.109913356.33807818
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q21ba612182430SE +/- 0.05, N = 323.3023.41
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Q22ba0.48860.97721.46581.95442.443SE +/- 0.02290474, N = 32.085130212.17159438
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Geometric Mean Of All Queriesba246810Min: 5.74 / Avg: 5.75 / Max: 5.78

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q22ba0.13980.27960.41940.55920.699SE +/- 0.03385261, N = 30.606661020.62112687
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q22ba246810Min: 0.55 / Avg: 0.62 / Max: 0.67

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q21ba0.81441.62882.44323.25764.072SE +/- 0.04461235, N = 33.619772673.59445604
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q21ba246810Min: 3.53 / Avg: 3.59 / Max: 3.68

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q20ba0.25950.5190.77851.0381.2975SE +/- 0.02430008, N = 31.153450011.07470175
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q20ba246810Min: 1.04 / Avg: 1.07 / Max: 1.12

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q19ba0.15610.31220.46830.62440.7805SE +/- 0.03020707, N = 30.666547420.69395985
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q19ba246810Min: 0.66 / Avg: 0.69 / Max: 0.75

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q18ba0.40260.80521.20781.61042.013SE +/- 0.05290042, N = 31.776160721.78931276
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q18ba246810Min: 1.7 / Avg: 1.79 / Max: 1.89

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q17ba0.3290.6580.9871.3161.645SE +/- 0.02547655, N = 31.442211751.46219754
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q17ba246810Min: 1.43 / Avg: 1.46 / Max: 1.51

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q16ba0.17450.3490.52350.6980.8725SE +/- 0.01281809, N = 30.715276060.77560131
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q16ba246810Min: 0.75 / Avg: 0.78 / Max: 0.8

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q15ba0.17470.34940.52410.69880.8735SE +/- 0.01635970, N = 30.770980120.77650092
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q15ba246810Min: 0.76 / Avg: 0.78 / Max: 0.81

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q14ba0.17220.34440.51660.68880.861SE +/- 0.00590603, N = 30.765403750.73867546
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q14ba246810Min: 0.73 / Avg: 0.74 / Max: 0.75

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q13ba0.17810.35620.53430.71240.8905SE +/- 0.01146951, N = 30.768678190.79169283
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q13ba246810Min: 0.77 / Avg: 0.79 / Max: 0.81

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q12ba0.23960.47920.71880.95841.198SE +/- 0.02665135, N = 31.064730881.05782934
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q12ba246810Min: 1.02 / Avg: 1.06 / Max: 1.11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q11ba0.14070.28140.42210.56280.7035SE +/- 0.00652178, N = 30.610581400.62522713
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q11ba246810Min: 0.61 / Avg: 0.63 / Max: 0.63

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q10ba0.29020.58040.87061.16081.451SE +/- 0.00838453, N = 31.289570091.26676043
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q10ba246810Min: 1.25 / Avg: 1.27 / Max: 1.28

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q09ba0.45710.91421.37131.82842.2855SE +/- 0.01974284, N = 32.031487461.99082625
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q09ba246810Min: 1.97 / Avg: 1.99 / Max: 2.03

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q08ba0.26390.52780.79171.05561.3195SE +/- 0.00999755, N = 31.127421861.17277988
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q08ba246810Min: 1.15 / Avg: 1.17 / Max: 1.18

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q07ba0.31790.63580.95371.27161.5895SE +/- 0.03064907, N = 31.395943401.41287736
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q07ba246810Min: 1.38 / Avg: 1.41 / Max: 1.47

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q06ba0.12090.24180.36270.48360.6045SE +/- 0.00241116, N = 30.537158310.53335468
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q06ba246810Min: 0.53 / Avg: 0.53 / Max: 0.54

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q05ba0.33460.66921.00381.33841.673SE +/- 0.01308397, N = 31.486977221.43073702
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q05ba246810Min: 1.41 / Avg: 1.43 / Max: 1.46

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q04ba0.28960.57920.86881.15841.448SE +/- 0.03111532, N = 31.287102821.23955063
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q04ba246810Min: 1.19 / Avg: 1.24 / Max: 1.3

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q03ba0.31150.6230.93451.2461.5575SE +/- 0.05306582, N = 31.360372071.38435690
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q03ba246810Min: 1.31 / Avg: 1.38 / Max: 1.49

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q02ba0.26740.53480.80221.06961.337SE +/- 0.02240378, N = 31.188475371.17284179
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q02ba246810Min: 1.15 / Avg: 1.17 / Max: 1.22

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q01ba0.48390.96781.45171.93562.4195SE +/- 0.02370651, N = 32.135855912.15049744
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q01ba246810Min: 2.12 / Avg: 2.15 / Max: 2.2

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Geometric Mean Of All Queriesba0.2420.4840.7260.9681.21SE +/- 0.01125755, N = 31.068308371.07551776MIN: 0.61 / MAX: 3.62MIN: 0.55 / MAX: 3.68
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q01ba0.48390.96781.45171.93562.4195SE +/- 0.02370651, N = 32.135855912.15049744
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q02ba0.26740.53480.80221.06961.337SE +/- 0.02240378, N = 31.188475371.17284179
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q03ba0.31150.6230.93451.2461.5575SE +/- 0.05306582, N = 31.360372071.38435690
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q04ba0.28960.57920.86881.15841.448SE +/- 0.03111532, N = 31.287102821.23955063
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q05ba0.33460.66921.00381.33841.673SE +/- 0.01308397, N = 31.486977221.43073702
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q06ba0.12090.24180.36270.48360.6045SE +/- 0.00241116, N = 30.537158310.53335468
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q07ba0.31790.63580.95371.27161.5895SE +/- 0.03064907, N = 31.395943401.41287736
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q08ba0.26390.52780.79171.05561.3195SE +/- 0.00999755, N = 31.127421861.17277988
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q09ba0.45710.91421.37131.82842.2855SE +/- 0.01974284, N = 32.031487461.99082625
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q10ba0.29020.58040.87061.16081.451SE +/- 0.00838453, N = 31.289570091.26676043
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q11ba0.14070.28140.42210.56280.7035SE +/- 0.00652178, N = 30.610581400.62522713
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q12ba0.23960.47920.71880.95841.198SE +/- 0.02665135, N = 31.064730881.05782934
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q13ba0.17810.35620.53430.71240.8905SE +/- 0.01146951, N = 30.768678190.79169283
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q14ba0.17220.34440.51660.68880.861SE +/- 0.00590603, N = 30.765403750.73867546
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q15ba0.17470.34940.52410.69880.8735SE +/- 0.01635970, N = 30.770980120.77650092
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q16ba0.17450.3490.52350.6980.8725SE +/- 0.01281809, N = 30.715276060.77560131
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q17ba0.3290.6580.9871.3161.645SE +/- 0.02547655, N = 31.442211751.46219754
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q18ba0.40260.80521.20781.61042.013SE +/- 0.05290042, N = 31.776160721.78931276
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q19ba0.15610.31220.46830.62440.7805SE +/- 0.03020707, N = 30.666547420.69395985
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q20ba0.25950.5190.77851.0381.2975SE +/- 0.02430008, N = 31.153450011.07470175
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q21ba0.81441.62882.44323.25764.072SE +/- 0.04461235, N = 33.619772673.59445604
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Q22ba0.13980.27960.41940.55920.699SE +/- 0.03385261, N = 30.606661020.62112687
OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 1 - Geometric Mean Of All Queriesba246810Min: 1.05 / Avg: 1.08 / Max: 1.09

a

Kernel Notes: Transparent Huge Pages: madvise
Processor Notes: Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa601203
Java Notes: OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu123.10)
Python Notes: Python 3.11.6
Security Notes: 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

Testing initiated at 4 December 2023 20:28 by user pts.

b

Processor: AMD Ryzen 9 7950X 16-Core @ 5.88GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG STRIX X670E-E GAMING WIFI (1416 BIOS), Chipset: AMD Device 14d8, Memory: 32GB, Disk: 2000GB Samsung SSD 980 PRO 2TB + 4001GB Western Digital WD_BLACK SN850X 4000GB, Graphics: NVIDIA NV174 8GB, Audio: NVIDIA GA104 HD Audio, Monitor: DELL U2723QE, Network: Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411

OS: Ubuntu 23.10, Kernel: 6.7.0-060700rc2daily20231127-generic (x86_64), Desktop: GNOME Shell 45.1, Display Server: X Server 1.21.1.7 + Wayland, Display Driver: nouveau, OpenGL: 4.3 Mesa 24.0~git2311260600.945288~oibaf~m (git-945288f 2023-11-26 mantic-oibaf-ppa), Compiler: GCC 13.2.0 + LLVM 16.0.6, File-System: ext4, Screen Resolution: 3840x2160

Kernel Notes: Transparent Huge Pages: madvise
Processor Notes: Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa601203
Java Notes: OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu123.10)
Python Notes: Python 3.11.6
Security Notes: 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

Testing initiated at 4 December 2023 22:52 by user pts.