apache spark tpc benchmark

Tests for a future article. AMD Ryzen Threadripper 7980X 64-Cores testing with a ASUS Pro WS TRX50-SAGE WIFI (0217 BIOS) and AMD Radeon RX 7900 XT 20GB 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 2401048-NE-APACHESPA81
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results
Show Result Confidence Charts
Allow Limiting Results To Certain Suite(s)

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Prefer Vertical Bar Graphs

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Toggle/Hide
Result
Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
a
January 03
 
b
January 04
  4 Days, 12 Hours, 1 Minute
Invert Behavior (Only Show Selected Data)
 
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):


apache spark tpc benchmarkOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen Threadripper 7980X 64-Cores @ 8.21GHz (64 Cores / 128 Threads)ASUS Pro WS TRX50-SAGE WIFI (0217 BIOS)AMD Device 14a4128GB2000GB Corsair MP700 PRO + 1000GB Western Digital WDS100T1X0E-00AFY0AMD Radeon RX 7900 XT 20GB (2025/1249MHz)Realtek ALC1220DELL U2723QEAquantia Device 04c0 + Intel I226-LM + MEDIATEK MT7922 802.11ax PCIUbuntu 23.106.7.0-060700rc2daily20231126-generic (x86_64)GNOME Shell 45.0X Server 1.21.1.7 + Wayland4.6 Mesa 23.2.1-1ubuntu3 (LLVM 15.0.7 DRM 3.56)GCC 13.2.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionApache Spark Tpc Benchmark PerformanceSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Scaling Governor: amd-pstate-epp performance (EPP: performance) - CPU Microcode: 0xa108105- OpenJDK Runtime Environment (build 17.0.9-ea+6-Ubuntu-1)- 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: Mitigation of Safe RET + 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+10.8%+10.8%+21.6%+21.6%+32.4%+32.4%27.9%27.3%18.2%13.9%12.7%11.7%10%9.9%9.9%9.7%8.6%8.6%7.8%7.6%7.2%6.5%6.4%6.4%6.3%6.3%5.5%5.5%5.4%5.4%5.2%5.1%4.5%4.5%4.1%4%4%4%3.9%3.5%3.5%3.3%3.3%3.3%3.1%2.9%2.7%2.6%2.5%2.4%2.3%2.2%2.1%500 - Q4443.2%500 - Q6028.3%500 - Q451 - Q52500 - Q1826.5%1 - Q3921.8%500 - Q5618.7%500 - Q3718.6%1 - Q42500 - Q9016.1%1 - Q8014.6%500 - Q2614.6%1 - Q15500 - Q071 - Q0712.6%1 - Q1911.7%1 - Q891 - Q7311.2%500 - Q3410.9%500 - Q7610.2%1 - Q56500 - Q271 - Q96500 - Q191 - Q559.5%500 - Q999.2%1 - Q708.7%1 - Q881 - Q711 - Q038.4%1 - Q088%500 - Q52500 - Q211 - Q827.4%500 - Q131 - Q436.9%1 - Q216.9%500 - Q156.8%500 - Q84500 - Q286.5%500 - Q58500 - Q921 - Q3150 - Q051 - Q496.2%1 - Q226.2%1 - Q725.8%1 - Q141 - Q231 - Q58500 - Q48500 - Q665.4%500 - Q331 - Q57500 - Q025.1%1 - Q014.8%1 - Q104.7%1 - Q464.5%1 - Q771 - Q674.5%100 - Q961 - Q284.2%1 - Q97500 - Q101 - Q34500 - Q594%1 - Q38500 - Q793.9%1 - Q12500 - Q863.7%1 - Q953.6%1 - Q833.6%1 - Q69500 - Q081 - Q063.4%1 - Q45500 - Q68500 - Q733.3%1 - Q623.3%1 - Q35100 - Q063.2%1 - Q443.2%1 - Q533.2%500 - Q701 - Q793.1%50 - Q853%1 - Q662.9%500 - Q692.9%1 - Q481 - Q17500 - Q632.7%1 - Q371 - Q021 - Q092.5%500 - Q552.5%1 - Q762.4%500 - Q621 - Q402.3%1 - Q812.3%500 - Q301 - Q302.3%50 - Q402.2%1 - Q502.2%1 - Q16500 - Q572.1%500 - Q42500 - Q712.1%500 - Q462%1 - Q512%500 - Q612%Apache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSApache Spark TPC-DSab

apache spark tpc benchmarkspark-tpcds: 1 - Q01spark-tpcds: 1 - Q02spark-tpcds: 1 - Q03spark-tpcds: 1 - Q04spark-tpcds: 1 - Q05spark-tpcds: 1 - Q06spark-tpcds: 1 - Q07spark-tpcds: 1 - Q08spark-tpcds: 1 - Q09spark-tpcds: 1 - Q10spark-tpcds: 1 - Q11spark-tpcds: 1 - Q12spark-tpcds: 1 - Q13spark-tpcds: 1 - Q14spark-tpcds: 1 - Q15spark-tpcds: 1 - Q16spark-tpcds: 1 - Q17spark-tpcds: 1 - Q18spark-tpcds: 1 - Q19spark-tpcds: 1 - Q20spark-tpcds: 1 - Q21spark-tpcds: 1 - Q22spark-tpcds: 1 - Q23spark-tpcds: 1 - Q24spark-tpcds: 1 - Q25spark-tpcds: 1 - Q26spark-tpcds: 1 - Q27spark-tpcds: 1 - Q28spark-tpcds: 1 - Q29spark-tpcds: 1 - Q30spark-tpcds: 1 - Q31spark-tpcds: 1 - Q32spark-tpcds: 1 - Q33spark-tpcds: 1 - Q34spark-tpcds: 1 - Q35spark-tpcds: 1 - Q36spark-tpcds: 1 - Q37spark-tpcds: 1 - Q38spark-tpcds: 1 - Q39spark-tpcds: 1 - Q40spark-tpcds: 1 - Q41spark-tpcds: 1 - Q42spark-tpcds: 1 - Q43spark-tpcds: 1 - Q44spark-tpcds: 1 - Q45spark-tpcds: 1 - Q46spark-tpcds: 1 - Q47spark-tpcds: 1 - Q48spark-tpcds: 1 - Q49spark-tpcds: 1 - Q50spark-tpcds: 1 - Q51spark-tpcds: 1 - Q52spark-tpcds: 1 - Q53spark-tpcds: 1 - Q54spark-tpcds: 1 - Q55spark-tpcds: 1 - Q56spark-tpcds: 1 - Q57spark-tpcds: 1 - Q58spark-tpcds: 1 - Q59spark-tpcds: 1 - Q60spark-tpcds: 1 - Q61spark-tpcds: 1 - Q62spark-tpcds: 1 - Q63spark-tpcds: 1 - Q64spark-tpcds: 1 - Q65spark-tpcds: 1 - Q66spark-tpcds: 1 - Q67spark-tpcds: 1 - Q68spark-tpcds: 1 - Q69spark-tpcds: 1 - Q70spark-tpcds: 1 - Q71spark-tpcds: 1 - Q72spark-tpcds: 1 - Q73spark-tpcds: 1 - Q74spark-tpcds: 1 - Q75spark-tpcds: 1 - Q76spark-tpcds: 1 - Q77spark-tpcds: 1 - Q78spark-tpcds: 1 - Q79spark-tpcds: 1 - Q80spark-tpcds: 1 - Q81spark-tpcds: 1 - Q82spark-tpcds: 1 - Q83spark-tpcds: 1 - Q84spark-tpcds: 1 - Q85spark-tpcds: 1 - Q86spark-tpcds: 1 - Q87spark-tpcds: 1 - Q88spark-tpcds: 1 - Q89spark-tpcds: 1 - Q90spark-tpcds: 1 - Q91spark-tpcds: 1 - Q92spark-tpcds: 1 - Q93spark-tpcds: 1 - Q94spark-tpcds: 1 - Q95spark-tpcds: 1 - Q96spark-tpcds: 1 - Q97spark-tpcds: 1 - Q98spark-tpcds: 1 - Q99spark-tpcds: 10 - Q01spark-tpcds: 10 - Q02spark-tpcds: 10 - Q03spark-tpcds: 10 - Q05spark-tpcds: 10 - Q06spark-tpcds: 10 - Q07spark-tpcds: 10 - Q08spark-tpcds: 10 - Q09spark-tpcds: 10 - Q10spark-tpcds: 10 - Q11spark-tpcds: 10 - Q12spark-tpcds: 10 - Q13spark-tpcds: 10 - Q14spark-tpcds: 10 - Q15spark-tpcds: 10 - Q18spark-tpcds: 10 - Q19spark-tpcds: 10 - Q20spark-tpcds: 10 - Q21spark-tpcds: 10 - Q22spark-tpcds: 10 - Q24spark-tpcds: 10 - Q26spark-tpcds: 10 - Q27spark-tpcds: 10 - Q28spark-tpcds: 10 - Q30spark-tpcds: 10 - Q31spark-tpcds: 10 - Q32spark-tpcds: 10 - Q33spark-tpcds: 10 - Q34spark-tpcds: 10 - Q35spark-tpcds: 10 - Q36spark-tpcds: 10 - Q37spark-tpcds: 10 - Q38spark-tpcds: 10 - Q39spark-tpcds: 10 - Q40spark-tpcds: 10 - Q41spark-tpcds: 10 - Q42spark-tpcds: 10 - Q43spark-tpcds: 10 - Q44spark-tpcds: 10 - Q45spark-tpcds: 10 - Q46spark-tpcds: 10 - Q47spark-tpcds: 10 - Q48spark-tpcds: 10 - Q49spark-tpcds: 10 - Q50spark-tpcds: 10 - Q51spark-tpcds: 10 - Q52spark-tpcds: 10 - Q53spark-tpcds: 10 - Q54spark-tpcds: 10 - Q55spark-tpcds: 10 - Q56spark-tpcds: 10 - Q57spark-tpcds: 10 - Q58spark-tpcds: 10 - Q59spark-tpcds: 10 - Q60spark-tpcds: 10 - Q61spark-tpcds: 10 - Q62spark-tpcds: 10 - Q63spark-tpcds: 10 - Q65spark-tpcds: 10 - Q66spark-tpcds: 10 - Q68spark-tpcds: 10 - Q69spark-tpcds: 10 - Q70spark-tpcds: 10 - Q71spark-tpcds: 10 - Q73spark-tpcds: 10 - Q74spark-tpcds: 10 - Q75spark-tpcds: 10 - Q76spark-tpcds: 10 - Q77spark-tpcds: 10 - Q78spark-tpcds: 10 - Q79spark-tpcds: 10 - Q80spark-tpcds: 10 - Q81spark-tpcds: 10 - Q82spark-tpcds: 10 - Q83spark-tpcds: 10 - Q84spark-tpcds: 10 - Q85spark-tpcds: 10 - Q86spark-tpcds: 10 - Q87spark-tpcds: 10 - Q88spark-tpcds: 10 - Q89spark-tpcds: 10 - Q90spark-tpcds: 10 - Q91spark-tpcds: 10 - Q92spark-tpcds: 10 - Q93spark-tpcds: 10 - Q94spark-tpcds: 10 - Q95spark-tpcds: 10 - Q96spark-tpcds: 10 - Q97spark-tpcds: 10 - Q98spark-tpcds: 10 - Q99spark-tpcds: 10 - Q04spark-tpcds: 10 - Q29spark-tpcds: 10 - Q23spark-tpcds: 50 - Q01spark-tpcds: 50 - Q02spark-tpcds: 50 - Q03spark-tpcds: 50 - Q07spark-tpcds: 50 - Q08spark-tpcds: 50 - Q09spark-tpcds: 50 - Q10spark-tpcds: 50 - Q12spark-tpcds: 50 - Q13spark-tpcds: 50 - Q14spark-tpcds: 50 - Q15spark-tpcds: 50 - Q18spark-tpcds: 50 - Q19spark-tpcds: 50 - Q20spark-tpcds: 50 - Q21spark-tpcds: 50 - Q22spark-tpcds: 50 - Q26spark-tpcds: 50 - Q27spark-tpcds: 50 - Q28spark-tpcds: 50 - Q30spark-tpcds: 50 - Q31spark-tpcds: 50 - Q32spark-tpcds: 50 - Q33spark-tpcds: 50 - Q34spark-tpcds: 50 - Q35spark-tpcds: 50 - Q36spark-tpcds: 50 - Q37spark-tpcds: 50 - Q39spark-tpcds: 50 - Q40spark-tpcds: 50 - Q41spark-tpcds: 50 - Q42spark-tpcds: 50 - Q43spark-tpcds: 50 - Q44spark-tpcds: 50 - Q45spark-tpcds: 50 - Q46spark-tpcds: 50 - Q47spark-tpcds: 50 - Q48spark-tpcds: 50 - Q52spark-tpcds: 50 - Q53spark-tpcds: 50 - Q54spark-tpcds: 50 - Q55spark-tpcds: 50 - Q56spark-tpcds: 50 - Q57spark-tpcds: 50 - Q58spark-tpcds: 50 - Q59spark-tpcds: 50 - Q60spark-tpcds: 50 - Q61spark-tpcds: 50 - Q62spark-tpcds: 50 - Q63spark-tpcds: 50 - Q66spark-tpcds: 50 - Q68spark-tpcds: 50 - Q69spark-tpcds: 50 - Q70spark-tpcds: 50 - Q71spark-tpcds: 50 - Q73spark-tpcds: 50 - Q75spark-tpcds: 50 - Q76spark-tpcds: 50 - Q77spark-tpcds: 50 - Q79spark-tpcds: 50 - Q81spark-tpcds: 50 - Q82spark-tpcds: 50 - Q83spark-tpcds: 50 - Q84spark-tpcds: 50 - Q85spark-tpcds: 50 - Q86spark-tpcds: 50 - Q88spark-tpcds: 50 - Q89spark-tpcds: 50 - Q90spark-tpcds: 50 - Q91spark-tpcds: 50 - Q92spark-tpcds: 50 - Q94spark-tpcds: 50 - Q95spark-tpcds: 50 - Q96spark-tpcds: 50 - Q98spark-tpcds: 50 - Q99spark-tpcds: 50 - Q87spark-tpcds: 50 - Q05spark-tpcds: 50 - Q38spark-tpcds: 100 - Q01spark-tpcds: 100 - Q02spark-tpcds: 100 - Q03spark-tpcds: 100 - Q06spark-tpcds: 100 - Q07spark-tpcds: 100 - Q08spark-tpcds: 100 - Q09spark-tpcds: 100 - Q10spark-tpcds: 100 - Q12spark-tpcds: 100 - Q13spark-tpcds: 100 - Q15spark-tpcds: 100 - Q18spark-tpcds: 100 - Q19spark-tpcds: 100 - Q20spark-tpcds: 100 - Q21spark-tpcds: 100 - Q22spark-tpcds: 100 - Q26spark-tpcds: 100 - Q27spark-tpcds: 100 - Q28spark-tpcds: 100 - Q30spark-tpcds: 100 - Q31spark-tpcds: 100 - Q32spark-tpcds: 100 - Q33spark-tpcds: 100 - Q34spark-tpcds: 100 - Q36spark-tpcds: 100 - Q37spark-tpcds: 100 - Q39spark-tpcds: 100 - Q41spark-tpcds: 100 - Q42spark-tpcds: 100 - Q43spark-tpcds: 100 - Q44spark-tpcds: 100 - Q45spark-tpcds: 100 - Q46spark-tpcds: 100 - Q47spark-tpcds: 100 - Q48spark-tpcds: 100 - Q52spark-tpcds: 100 - Q53spark-tpcds: 100 - Q55spark-tpcds: 100 - Q56spark-tpcds: 100 - Q57spark-tpcds: 100 - Q58spark-tpcds: 100 - Q59spark-tpcds: 100 - Q60spark-tpcds: 100 - Q61spark-tpcds: 100 - Q62spark-tpcds: 100 - Q63spark-tpcds: 100 - Q66spark-tpcds: 100 - Q68spark-tpcds: 100 - Q69spark-tpcds: 100 - Q70spark-tpcds: 100 - Q71spark-tpcds: 100 - Q73spark-tpcds: 100 - Q76spark-tpcds: 100 - Q77spark-tpcds: 100 - Q79spark-tpcds: 100 - Q81spark-tpcds: 100 - Q82spark-tpcds: 100 - Q83spark-tpcds: 100 - Q84spark-tpcds: 100 - Q86spark-tpcds: 100 - Q88spark-tpcds: 100 - Q89spark-tpcds: 100 - Q90spark-tpcds: 100 - Q91spark-tpcds: 100 - Q92spark-tpcds: 100 - Q96spark-tpcds: 100 - Q98spark-tpcds: 100 - Q99spark-tpcds: 100 - Q35spark-tpcds: 100 - Q40spark-tpcds: 500 - Q02spark-tpcds: 500 - Q03spark-tpcds: 500 - Q07spark-tpcds: 500 - Q08spark-tpcds: 500 - Q09spark-tpcds: 500 - Q10spark-tpcds: 500 - Q12spark-tpcds: 500 - Q13spark-tpcds: 500 - Q15spark-tpcds: 500 - Q18spark-tpcds: 500 - Q19spark-tpcds: 500 - Q20spark-tpcds: 500 - Q21spark-tpcds: 500 - Q22spark-tpcds: 500 - Q26spark-tpcds: 500 - Q27spark-tpcds: 500 - Q28spark-tpcds: 500 - Q30spark-tpcds: 500 - Q31spark-tpcds: 500 - Q32spark-tpcds: 500 - Q33spark-tpcds: 500 - Q34spark-tpcds: 500 - Q36spark-tpcds: 500 - Q37spark-tpcds: 500 - Q39spark-tpcds: 500 - Q41spark-tpcds: 500 - Q42spark-tpcds: 500 - Q43spark-tpcds: 500 - Q44spark-tpcds: 500 - Q45spark-tpcds: 500 - Q46spark-tpcds: 500 - Q47spark-tpcds: 500 - Q48spark-tpcds: 500 - Q52spark-tpcds: 500 - Q53spark-tpcds: 500 - Q55spark-tpcds: 500 - Q56spark-tpcds: 500 - Q57spark-tpcds: 500 - Q58spark-tpcds: 500 - Q59spark-tpcds: 500 - Q60spark-tpcds: 500 - Q61spark-tpcds: 500 - Q62spark-tpcds: 500 - Q63spark-tpcds: 500 - Q66spark-tpcds: 500 - Q68spark-tpcds: 500 - Q69spark-tpcds: 500 - Q70spark-tpcds: 500 - Q71spark-tpcds: 500 - Q73spark-tpcds: 500 - Q76spark-tpcds: 500 - Q79spark-tpcds: 500 - Q82spark-tpcds: 500 - Q84spark-tpcds: 500 - Q86spark-tpcds: 500 - Q88spark-tpcds: 500 - Q89spark-tpcds: 500 - Q90spark-tpcds: 500 - Q92spark-tpcds: 500 - Q96spark-tpcds: 500 - Q98spark-tpcds: 500 - Q99spark-tpcds: 500 - Q06spark-tpcds: 500 - Q35spark-tpcds: 100 - Q05spark-tpch: 1 - Geometric Mean Of All Queriesspark-tpch: 1 - Q01spark-tpch: 1 - Q02spark-tpch: 1 - Q03spark-tpch: 1 - Q04spark-tpch: 1 - Q05spark-tpch: 1 - Q06spark-tpch: 1 - Q07spark-tpch: 1 - Q08spark-tpch: 1 - Q09spark-tpch: 1 - Q10spark-tpch: 1 - Q11spark-tpch: 1 - Q12spark-tpch: 1 - Q13spark-tpch: 1 - Q14spark-tpch: 1 - Q15spark-tpch: 1 - Q16spark-tpch: 1 - Q17spark-tpch: 1 - Q18spark-tpch: 1 - Q19spark-tpch: 1 - Q20spark-tpch: 1 - Q21spark-tpch: 1 - Q22spark-tpch: 10 - Geometric Mean Of All Queriesspark-tpch: 10 - Q01spark-tpch: 10 - Q02spark-tpch: 10 - Q03spark-tpch: 10 - Q04spark-tpch: 10 - Q05spark-tpch: 10 - Q06spark-tpch: 10 - Q07spark-tpch: 10 - Q08spark-tpch: 10 - Q09spark-tpch: 10 - Q10spark-tpch: 10 - Q11spark-tpch: 10 - Q12spark-tpch: 10 - Q13spark-tpch: 10 - Q14spark-tpch: 10 - Q15spark-tpch: 10 - Q16spark-tpch: 10 - Q17spark-tpch: 10 - Q18spark-tpch: 10 - Q19spark-tpch: 10 - Q20spark-tpch: 10 - Q21spark-tpch: 10 - Q22spark-tpch: 50 - Geometric Mean Of All Queriesspark-tpch: 50 - Q01spark-tpch: 50 - Q02spark-tpch: 50 - Q03spark-tpch: 50 - Q04spark-tpch: 50 - Q05spark-tpch: 50 - Q06spark-tpch: 50 - Q07spark-tpch: 50 - Q08spark-tpch: 50 - Q09spark-tpch: 50 - Q10spark-tpch: 50 - Q11spark-tpch: 50 - Q12spark-tpch: 50 - Q13spark-tpch: 50 - Q14spark-tpch: 50 - Q15spark-tpch: 50 - Q16spark-tpch: 50 - Q17spark-tpch: 50 - Q18spark-tpch: 50 - Q19spark-tpch: 50 - Q20spark-tpch: 50 - Q21spark-tpch: 50 - Q22spark-tpch: 100 - Geometric Mean Of All Queriesspark-tpch: 100 - Q01spark-tpch: 100 - Q02spark-tpch: 100 - Q03spark-tpch: 100 - Q04spark-tpch: 100 - Q05spark-tpch: 100 - Q06spark-tpch: 100 - Q07spark-tpch: 100 - Q08spark-tpch: 100 - Q10spark-tpch: 100 - Q11spark-tpch: 100 - Q12spark-tpch: 100 - Q13spark-tpch: 100 - Q14spark-tpch: 100 - Q15spark-tpch: 100 - Q16spark-tpch: 100 - Q17spark-tpch: 100 - Q19spark-tpch: 100 - Q20spark-tpch: 100 - Q21spark-tpch: 100 - Q22spark-tpch: 100 - Q09spark-tpch: 100 - Q18ab2.312.832.494.783.112.922.943.123.572.974.241.342.833.812.781.834.203.702.901.332.773.083.050.503.982.833.275.514.052.224.022.293.002.853.142.911.593.421.012.581.642.272.613.752.473.104.012.862.913.134.512.472.503.332.423.083.272.923.163.121.692.422.554.753.353.413.793.392.933.462.794.492.504.014.952.913.014.652.943.622.173.092.252.133.212.323.314.783.152.252.192.322.561.691.922.003.521.352.593.703.602.586.075.294.343.316.024.5210.641.423.646.223.924.523.971.423.694.803.383.954.307.853.047.253.025.133.774.823.495.016.261.755.361.942.742.591.823.433.875.843.346.215.677.522.792.934.882.654.574.414.583.915.221.733.452.685.093.953.894.514.033.703.276.459.994.175.1711.373.6810.613.205.373.253.165.623.246.127.243.693.352.903.546.163.893.972.204.641.413.1815.328.697.524.753.823.055.284.405.845.361.464.0413.764.645.134.781.433.636.444.194.6411.004.888.773.595.754.686.373.845.762.358.452.073.513.101.884.265.357.983.793.483.416.893.494.995.285.244.886.041.903.393.734.965.555.584.044.594.2815.945.056.714.974.616.304.504.396.723.297.534.073.583.94.095.275.022.111.493.149.988.669.985.704.413.676.825.924.876.066.711.495.505.605.375.051.503.647.955.145.2811.305.7010.034.376.705.184.634.663.632.083.423.177.464.785.889.254.053.923.693.705.835.655.515.847.021.963.574.005.155.666.404.745.204.135.657.595.405.354.814.914.703.457.454.423.653.834.092.341.473.807.476.094.333.655.964.996.146.951.485.545.125.675.521.483.388.374.935.4311.975.7910.264.176.904.954.464.143.772.113.353.205.694.355.378.923.924.013.684.005.935.596.195.806.652.033.894.154.846.186.584.715.254.195.585.364.744.733.527.594.263.544.352.281.504.026.717.851.091155702.308133600.967762951.537550891.393316111.634049300.346846981.562882111.058073962.246302211.379250170.597798631.026949880.723697190.957945411.030766410.774394631.373910591.901791730.474228301.274876403.676603870.575811294.114855974.298731012.207967205.254525344.374661766.487686312.184205215.297494735.445801587.602911155.444938982.174536314.095235192.109559853.070442123.027486962.161055646.525137427.762416203.063209934.6886353514.801516851.7985691614.2131806013.092595745.2034549718.1540298515.5686356220.0083046010.2447770417.7568365719.0353838623.5713278417.979839334.6498039516.028389616.5561698312.6345968311.663821545.5674494128.5587457031.6335144012.3546301515.2615922368.052886965.2174371126.2387106824.772325248.0484256134.8304972030.7368869837.9248368420.9420046133.2932581235.4230259534.251677927.1351894030.5919966011.8853062225.3326707523.0985592410.6024021458.2766336724.7959891729.22121811138.115729199.0513830252.5694847163.990544132.422.762.74.823.093.023.313.373.663.114.231.292.833.612.441.794.093.773.241.322.963.272.890.53.992.843.225.744.042.273.782.262.962.743.042.91.553.291.232.641.611.922.793.872.393.244.052.783.093.24.61.942.583.32.652.83.112.773.133.151.672.52.594.783.393.513.963.432.833.762.574.752.784.024.922.982.884.73.034.152.223.322.332.133.232.333.334.42.822.292.22.322.521.691.991.823.381.342.643.663.352.456.255.414.053.35.484.4710.61.434.066.224.264.83.821.383.355.142.793.994.537.93.086.82.634.863.344.583.464.466.031.545.321.942.992.31.864.123.825.823.016.215.627.963.392.954.942.734.454.583.993.894.941.783.342.675.174.613.424.194.323.992.816.7210.423.755.0811.253.711.112.944.863.043.165.413.036.277.353.573.572.943.466.074.013.991.844.371.393.6515.744.663.83.15.074.255.475.191.434.059.974.534.964.471.453.336.453.534.7610.984.749.573.76.194.146.513.995.522.548.642.063.563.031.894.365.167.933.693.524.236.543.55.325.085.24.735.871.933.633.664.065.95.334.454.683.735.466.694.714.286.644.984.276.923.657.994.063.423.593.745.195.252.141.443.839.758.159.765.894.313.557.046.15.056.117.061.495.175.055.455.421.543.47.834.535.4512.065.7110.473.836.534.674.785.283.622.143.313.487.914.96.039.083.813.953.713.616.375.735.386.096.342.074.033.685.36.26.54.75.184.16.087.565.35.254.915.054.383.47.624.34.073.654.632.241.524.687.456.264.553.675.294.826.16.681.475.175.477.175.031.483.148.395.654.9412.755.6610.224.246.565.494.434.913.752.133.283.168.153.45.483.723.723.634.17.045.715.826.038.532.073.84.265.15.986.774.575.364.336.155.574.714.443.657.494.274.114.092.281.494.3911.02OpenBenchmarking.org

Apache Spark TPC-DS

This is a benchmark of Apache Spark using the TPC-DS 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 and leverages the https://github.com/databricks/tpcds-kit and https://github.com/IBM/spark-tpc-ds-performance-test/ projects for testing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q01ab0.54451.0891.63352.1782.7225SE +/- 0.03, N = 32.312.421. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q02ab0.63681.27361.91042.54723.184SE +/- 0.07, N = 32.832.761. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q03ab0.60751.2151.82252.433.0375SE +/- 0.16, N = 32.492.701. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q04ab1.08452.1693.25354.3385.4225SE +/- 0.02, N = 34.784.821. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q05ab0.69981.39962.09942.79923.499SE +/- 0.02, N = 33.113.091. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q06ab0.67951.3592.03852.7183.3975SE +/- 0.04, N = 32.923.021. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q07ab0.74481.48962.23442.97923.724SE +/- 0.20, N = 32.943.311. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q08ab0.75831.51662.27493.03323.7915SE +/- 0.10, N = 33.123.371. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q09ab0.82351.6472.47053.2944.1175SE +/- 0.10, N = 33.573.661. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q10ab0.69981.39962.09942.79923.499SE +/- 0.01, N = 32.973.111. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q11ab0.9541.9082.8623.8164.77SE +/- 0.03, N = 34.244.231. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q12ab0.30150.6030.90451.2061.5075SE +/- 0.00, N = 31.341.291. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q13ab0.63681.27361.91042.54723.184SE +/- 0.07, N = 32.832.831. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q14ab0.85731.71462.57193.42924.2865SE +/- 0.11, N = 33.813.611. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q15ab0.62551.2511.87652.5023.1275SE +/- 0.02, N = 32.782.441. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q16ab0.41180.82361.23541.64722.059SE +/- 0.01, N = 31.831.791. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q17ab0.9451.892.8353.784.725SE +/- 0.04, N = 34.204.091. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q18ab0.84831.69662.54493.39324.2415SE +/- 0.05, N = 33.703.771. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q19ab0.7291.4582.1872.9163.645SE +/- 0.25, N = 32.903.241. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q20ab0.29930.59860.89791.19721.4965SE +/- 0.01, N = 31.331.321. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q21ab0.6661.3321.9982.6643.33SE +/- 0.11, N = 32.772.961. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q22ab0.73581.47162.20742.94323.679SE +/- 0.24, N = 33.083.271. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q23ab0.68631.37262.05892.74523.4315SE +/- 0.09, N = 33.052.891. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q24ab0.11250.2250.33750.450.5625SE +/- 0.06, N = 30.500.501. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q25ab0.89781.79562.69343.59124.489SE +/- 0.08, N = 33.983.991. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q26ab0.6391.2781.9172.5563.195SE +/- 0.09, N = 32.832.841. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q27ab0.73581.47162.20742.94323.679SE +/- 0.21, N = 33.273.221. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q28ab1.29152.5833.87455.1666.4575SE +/- 0.03, N = 35.515.741. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q29ab0.91131.82262.73393.64524.5565SE +/- 0.02, N = 34.054.041. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q30ab0.51081.02161.53242.04322.554SE +/- 0.06, N = 32.222.271. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q31ab0.90451.8092.71353.6184.5225SE +/- 0.11, N = 34.023.781. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q32ab0.51531.03061.54592.06122.5765SE +/- 0.04, N = 32.292.261. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q33ab0.6751.352.0252.73.375SE +/- 0.03, N = 33.002.961. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q34ab0.64131.28261.92392.56523.2065SE +/- 0.09, N = 32.852.741. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q35ab0.70651.4132.11952.8263.5325SE +/- 0.09, N = 33.143.041. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q36ab0.65481.30961.96442.61923.274SE +/- 0.07, N = 32.912.901. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q37ab0.35780.71561.07341.43121.789SE +/- 0.02, N = 31.591.551. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q38ab0.76951.5392.30853.0783.8475SE +/- 0.10, N = 33.423.291. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q39ab0.27680.55360.83041.10721.384SE +/- 0.13, N = 31.011.231. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q40ab0.5941.1881.7822.3762.97SE +/- 0.09, N = 32.582.641. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q41ab0.3690.7381.1071.4761.845SE +/- 0.00, N = 31.641.611. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q42ab0.51081.02161.53242.04322.554SE +/- 0.18, N = 32.271.921. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q43ab0.62781.25561.88342.51123.139SE +/- 0.15, N = 32.612.791. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q44ab0.87081.74162.61243.48324.354SE +/- 0.11, N = 33.753.871. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q45ab0.55581.11161.66742.22322.779SE +/- 0.05, N = 32.472.391. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q46ab0.7291.4582.1872.9163.645SE +/- 0.30, N = 33.103.241. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q47ab0.91131.82262.73393.64524.5565SE +/- 0.01, N = 34.014.051. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q48ab0.64351.2871.93052.5743.2175SE +/- 0.03, N = 32.862.781. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q49ab0.69531.39062.08592.78123.4765SE +/- 0.07, N = 32.913.091. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q50ab0.721.442.162.883.6SE +/- 0.06, N = 33.133.201. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q51ab1.0352.073.1054.145.175SE +/- 0.08, N = 34.514.601. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q52ab0.55581.11161.66742.22322.779SE +/- 0.22, N = 32.471.941. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q53ab0.58051.1611.74152.3222.9025SE +/- 0.05, N = 32.502.581. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q54ab0.74931.49862.24792.99723.7465SE +/- 0.08, N = 33.333.301. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q55ab0.59631.19261.78892.38522.9815SE +/- 0.14, N = 32.422.651. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q56ab0.6931.3862.0792.7723.465SE +/- 0.15, N = 33.082.801. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q57ab0.73581.47162.20742.94323.679SE +/- 0.03, N = 33.273.111. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q58ab0.6571.3141.9712.6283.285SE +/- 0.12, N = 32.922.771. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q59ab0.7111.4222.1332.8443.555SE +/- 0.02, N = 33.163.131. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q60ab0.70881.41762.12642.83523.544SE +/- 0.11, N = 33.123.151. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q61ab0.38030.76061.14091.52121.9015SE +/- 0.03, N = 31.691.671. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q62ab0.56251.1251.68752.252.8125SE +/- 0.05, N = 32.422.501. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q63ab0.58281.16561.74842.33122.914SE +/- 0.16, N = 32.552.591. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q64ab1.07552.1513.22654.3025.3775SE +/- 0.06, N = 34.754.781. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q65ab0.76281.52562.28843.05123.814SE +/- 0.02, N = 33.353.391. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q66ab0.78981.57962.36943.15923.949SE +/- 0.04, N = 33.413.511. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q67ab0.8911.7822.6733.5644.455SE +/- 0.04, N = 33.793.961. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q68ab0.77181.54362.31543.08723.859SE +/- 0.22, N = 33.393.431. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q69ab0.65931.31861.97792.63723.2965SE +/- 0.02, N = 32.932.831. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q70ab0.8461.6922.5383.3844.23SE +/- 0.17, N = 33.463.761. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q71ab0.62781.25561.88342.51123.139SE +/- 0.09, N = 32.792.571. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q72ab1.06882.13763.20644.27525.344SE +/- 0.04, N = 34.494.751. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q73ab0.62551.2511.87652.5023.1275SE +/- 0.14, N = 32.502.781. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q74ab0.90451.8092.71353.6184.5225SE +/- 0.04, N = 34.014.021. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q75ab1.11382.22763.34144.45525.569SE +/- 0.04, N = 34.954.921. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q76ab0.67051.3412.01152.6823.3525SE +/- 0.06, N = 32.912.981. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q77ab0.67731.35462.03192.70923.3865SE +/- 0.14, N = 33.012.881. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q78ab1.05752.1153.17254.235.2875SE +/- 0.15, N = 34.654.701. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q79ab0.68181.36362.04542.72723.409SE +/- 0.07, N = 32.943.031. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q80ab0.93381.86762.80143.73524.669SE +/- 0.23, N = 33.624.151. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q81ab0.49950.9991.49851.9982.4975SE +/- 0.04, N = 32.172.221. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q82ab0.7471.4942.2412.9883.735SE +/- 0.06, N = 33.093.321. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q83ab0.52431.04861.57292.09722.6215SE +/- 0.02, N = 32.252.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q84ab0.47930.95861.43791.91722.3965SE +/- 0.01, N = 32.132.131. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q85ab0.72681.45362.18042.90723.634SE +/- 0.02, N = 33.213.231. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q86ab0.52431.04861.57292.09722.6215SE +/- 0.05, N = 32.322.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q87ab0.74931.49862.24792.99723.7465SE +/- 0.05, N = 33.313.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q88ab1.07552.1513.22654.3025.3775SE +/- 0.23, N = 34.784.401. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q89ab0.70881.41762.12642.83523.544SE +/- 0.16, N = 33.152.821. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q90ab0.51531.03061.54592.06122.5765SE +/- 0.05, N = 32.252.291. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q91ab0.4950.991.4851.982.475SE +/- 0.03, N = 32.192.201. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q92ab0.5221.0441.5662.0882.61SE +/- 0.03, N = 32.322.321. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q93ab0.5761.1521.7282.3042.88SE +/- 0.11, N = 32.562.521. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q94ab0.38030.76061.14091.52121.9015SE +/- 0.02, N = 31.691.691. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q95ab0.44780.89561.34341.79122.239SE +/- 0.03, N = 31.921.991. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q96ab0.450.91.351.82.25SE +/- 0.03, N = 32.001.821. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q97ab0.7921.5842.3763.1683.96SE +/- 0.21, N = 33.523.381. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q98ab0.30380.60760.91141.21521.519SE +/- 0.01, N = 31.351.341. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 1 - Q99ab0.5941.1881.7822.3762.97SE +/- 0.01, N = 32.592.641. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q01ab0.8371.6742.5113.3484.185SE +/- 0.04, N = 93.703.651. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q02ab0.81451.6292.44353.2584.0725SE +/- 0.03, N = 93.603.351. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q03ab0.64581.29161.93742.58323.229SE +/- 0.07, N = 92.582.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q05ab246810SE +/- 0.05, N = 96.076.011. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q06ab1.21732.43463.65194.86926.0865SE +/- 0.04, N = 95.295.161. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q07ab0.9811.9622.9433.9244.905SE +/- 0.16, N = 94.344.051. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q08ab0.8821.7642.6463.5284.41SE +/- 0.18, N = 93.312.921. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q09ab246810SE +/- 0.24, N = 96.025.481. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q10ab1.07332.14663.21994.29325.3665SE +/- 0.06, N = 94.524.281. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q11ab3691215SE +/- 0.10, N = 610.6410.601. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q12ab0.32180.64360.96541.28721.609SE +/- 0.01, N = 91.421.391. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q13ab0.91351.8272.74053.6544.5675SE +/- 0.07, N = 93.643.031. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q14ab246810SE +/- 0.06, N = 96.226.201. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q15ab0.95851.9172.87553.8344.7925SE +/- 0.10, N = 93.923.241. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q18ab1.28252.5653.84755.136.4125SE +/- 0.20, N = 94.524.241. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q19ab0.89331.78662.67993.57324.4665SE +/- 0.11, N = 93.973.611. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q20ab0.3240.6480.9721.2961.62SE +/- 0.01, N = 91.421.381. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q21ab0.91131.82262.73393.64524.5565SE +/- 0.14, N = 93.693.281. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q22ab1.15652.3133.46954.6265.7825SE +/- 0.13, N = 94.804.821. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q24ab0.76051.5212.28153.0423.8025SE +/- 0.52, N = 93.382.791. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q26ab0.96081.92162.88243.84324.804SE +/- 0.12, N = 93.953.801. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q27ab1.0352.073.1054.145.175SE +/- 0.07, N = 94.304.421. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q28ab246810SE +/- 0.24, N = 97.856.831. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q30ab0.6931.3862.0792.7723.465SE +/- 0.02, N = 93.042.961. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q31ab246810SE +/- 0.22, N = 97.256.411. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q32ab0.75831.51662.27493.03323.7915SE +/- 0.09, N = 93.022.631. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q33ab1.20382.40763.61144.81526.019SE +/- 0.09, N = 95.134.861. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q34ab0.92931.85862.78793.71724.6465SE +/- 0.12, N = 93.773.341. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q35ab1.08452.1693.25354.3385.4225SE +/- 0.10, N = 94.824.521. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q36ab0.85731.71462.57193.42924.2865SE +/- 0.05, N = 93.493.461. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q37ab1.21282.42563.63844.85126.064SE +/- 0.13, N = 95.014.181. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q38ab246810SE +/- 0.13, N = 96.265.821. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q39ab0.4230.8461.2691.6922.115SE +/- 0.06, N = 91.751.541. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q40ab1.21052.4213.63154.8426.0525SE +/- 0.10, N = 95.365.051. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q41ab0.4410.8821.3231.7642.205SE +/- 0.02, N = 91.941.911. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q42ab0.67281.34562.01842.69123.364SE +/- 0.17, N = 92.742.241. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q43ab0.58281.16561.74842.33122.914SE +/- 0.12, N = 92.592.301. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q44ab0.4410.8821.3231.7642.205SE +/- 0.02, N = 91.821.731. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q45ab0.9271.8542.7813.7084.635SE +/- 0.14, N = 93.433.451. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q46ab0.91581.83162.74743.66324.579SE +/- 0.09, N = 93.873.701. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q47ab1.32982.65963.98945.31926.649SE +/- 0.04, N = 95.845.511. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q48ab0.82351.6472.47053.2944.1175SE +/- 0.11, N = 93.342.701. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q49ab246810SE +/- 0.06, N = 96.216.091. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q50ab1.28932.57863.86795.15726.4465SE +/- 0.03, N = 95.675.621. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q51ab246810SE +/- 0.10, N = 97.527.321. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q52ab0.76281.52562.28843.05123.814SE +/- 0.04, N = 92.792.571. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q53ab0.74481.48962.23442.97923.724SE +/- 0.07, N = 92.932.681. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q54ab1.13632.27263.40894.54525.6815SE +/- 0.04, N = 94.884.891. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q55ab0.67281.34562.01842.69123.364SE +/- 0.07, N = 92.652.441. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q56ab1.14752.2953.44254.595.7375SE +/- 0.13, N = 94.574.451. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q57ab1.03052.0613.09154.1225.1525SE +/- 0.05, N = 94.414.321. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q58ab1.0622.1243.1864.2485.31SE +/- 0.11, N = 94.583.991. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q59ab0.90231.80462.70693.60924.5115SE +/- 0.03, N = 93.913.881. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q60ab246810SE +/- 0.10, N = 95.224.941. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q61ab0.4050.811.2151.622.025SE +/- 0.01, N = 91.731.731. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q62ab0.81451.6292.44353.2584.0725SE +/- 0.07, N = 93.453.261. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q63ab0.6751.352.0252.73.375SE +/- 0.05, N = 92.682.671. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q65ab1.16332.32663.48994.65325.8165SE +/- 0.12, N = 95.094.921. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q66ab1.1432.2863.4294.5725.715SE +/- 0.10, N = 93.953.691. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q68ab0.88651.7732.65953.5464.4325SE +/- 0.16, N = 93.893.421. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q69ab1.0622.1243.1864.2485.31SE +/- 0.06, N = 94.514.191. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q70ab0.9721.9442.9163.8884.86SE +/- 0.16, N = 94.033.851. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q71ab0.9361.8722.8083.7444.68SE +/- 0.09, N = 93.703.921. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q73ab0.7831.5662.3493.1323.915SE +/- 0.19, N = 93.272.811. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q74ab246810SE +/- 0.07, N = 96.456.241. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q75ab3691215SE +/- 0.09, N = 99.999.751. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q76ab0.93831.87662.81493.75324.6915SE +/- 0.04, N = 94.173.661. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q77ab1.16332.32663.48994.65325.8165SE +/- 0.13, N = 95.175.081. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q78ab3691215SE +/- 0.14, N = 911.3711.071. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q79ab1.01032.02063.03094.04125.0515SE +/- 0.08, N = 93.683.451. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q80ab3691215SE +/- 0.12, N = 910.6110.091. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q81ab0.72681.45362.18042.90723.634SE +/- 0.03, N = 93.202.941. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q82ab1.2962.5923.8885.1846.48SE +/- 0.11, N = 95.374.861. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q83ab0.73351.4672.20052.9343.6675SE +/- 0.04, N = 93.253.041. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q84ab0.73131.46262.19392.92523.6565SE +/- 0.03, N = 93.163.161. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q85ab1.31632.63263.94895.26526.5815SE +/- 0.06, N = 95.625.411. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q86ab0.7651.532.2953.063.825SE +/- 0.07, N = 93.243.031. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q87ab246810SE +/- 0.10, N = 96.126.101. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q88ab246810SE +/- 0.31, N = 97.246.831. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q89ab0.86181.72362.58543.44724.309SE +/- 0.05, N = 93.693.541. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q90ab0.92931.85862.78793.71724.6465SE +/- 0.09, N = 93.353.501. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q91ab0.66151.3231.98452.6463.3075SE +/- 0.04, N = 92.902.771. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q92ab0.86631.73262.59893.46524.3315SE +/- 0.08, N = 93.543.411. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q93ab246810SE +/- 0.06, N = 96.165.971. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q94ab0.90231.80462.70693.60924.5115SE +/- 0.03, N = 93.893.771. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q95ab0.90681.81362.72043.62724.534SE +/- 0.02, N = 93.973.931. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q96ab0.50181.00361.50542.00722.509SE +/- 0.14, N = 92.201.771. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q97ab1.21052.4213.63154.8426.0525SE +/- 0.11, N = 94.644.371. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q98ab0.32850.6570.98551.3141.6425SE +/- 0.01, N = 91.411.391. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q99ab0.83481.66962.50443.33924.174SE +/- 0.15, N = 93.182.671. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q04ab48121620SE +/- 0.11, N = 615.3214.471. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q29a2468108.691. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10 - Q23a2468107.521. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q01ab1.07782.15563.23344.31125.389SE +/- 0.07, N = 34.754.661. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q02ab0.87981.75962.63943.51924.399SE +/- 0.05, N = 33.823.791. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q03ab0.69751.3952.09252.793.4875SE +/- 0.04, N = 33.053.011. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q07ab1.28932.57863.86795.15726.4465SE +/- 0.18, N = 35.284.341. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q08ab0.991.982.973.964.95SE +/- 0.16, N = 34.404.251. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q09ab246810SE +/- 0.25, N = 35.845.471. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q10ab1.3052.613.9155.226.525SE +/- 0.16, N = 35.365.191. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q12ab0.32850.6570.98551.3141.6425SE +/- 0.02, N = 31.461.431. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q13ab0.91131.82262.73393.64524.5565SE +/- 0.17, N = 34.043.791. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q14ab48121620SE +/- 3.72, N = 213.769.971. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q15ab1.2152.433.6454.866.075SE +/- 0.17, N = 34.644.531. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q18ab1.15432.30863.46294.61725.7715SE +/- 0.10, N = 35.134.611. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q19ab1.07552.1513.22654.3025.3775SE +/- 0.21, N = 34.784.471. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q20ab0.33530.67061.00591.34121.6765SE +/- 0.01, N = 31.431.451. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q21ab0.98331.96662.94993.93324.9165SE +/- 0.19, N = 33.633.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q22ab246810SE +/- 0.28, N = 36.446.451. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q26ab1.06652.1333.19954.2665.3325SE +/- 0.22, N = 34.193.531. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q27ab1.22182.44363.66544.88726.109SE +/- 0.15, N = 34.644.401. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q28ab3691215SE +/- 0.70, N = 311.0010.981. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q30ab1.0982.1963.2944.3925.49SE +/- 0.14, N = 34.884.721. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q31ab3691215SE +/- 0.17, N = 38.778.941. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q32ab0.86181.72362.58543.44724.309SE +/- 0.12, N = 33.593.701. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q33ab246810SE +/- 0.13, N = 35.755.611. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q34ab1.0532.1063.1594.2125.265SE +/- 0.18, N = 34.684.041. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q35ab246810SE +/- 0.16, N = 36.376.511. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q36ab0.92251.8452.76753.694.6125SE +/- 0.01, N = 33.843.981. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q37ab1.33882.67764.01645.35526.694SE +/- 0.08, N = 35.765.521. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q39ab0.57151.1431.71452.2862.8575SE +/- 0.04, N = 32.352.241. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q40ab2468108.458.641. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q41ab0.47250.9451.41751.892.3625SE +/- 0.02, N = 32.071.991. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q42ab0.8011.6022.4033.2044.005SE +/- 0.11, N = 33.513.291. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q43ab0.69751.3952.09252.793.4875SE +/- 0.21, N = 33.103.031. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q44ab0.42750.8551.28251.712.1375SE +/- 0.02, N = 31.881.801. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q45ab0.9811.9622.9433.9244.905SE +/- 0.06, N = 34.263.621. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q46ab1.2692.5383.8075.0766.345SE +/- 0.19, N = 35.355.031. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q47ab246810SE +/- 0.12, N = 37.987.931. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q48ab0.85281.70562.55843.41124.264SE +/- 0.13, N = 33.793.621. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q52ab0.83931.67862.51793.35724.1965SE +/- 0.09, N = 33.483.521. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q53ab0.95181.90362.85543.80724.759SE +/- 0.17, N = 33.413.291. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q54ab246810SE +/- 0.02, N = 36.896.541. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q55ab0.78751.5752.36253.153.9375SE +/- 0.28, N = 33.493.281. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q56ab1.1972.3943.5914.7885.985SE +/- 0.21, N = 34.994.521. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q57ab1.2062.4123.6184.8246.03SE +/- 0.46, N = 35.284.551. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q58ab1.30282.60563.90845.21126.514SE +/- 0.14, N = 35.245.201. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q59ab1.0982.1963.2944.3925.49SE +/- 0.05, N = 34.884.721. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q60ab246810SE +/- 0.11, N = 36.045.711. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q61ab0.43430.86861.30291.73722.1715SE +/- 0.01, N = 31.901.861. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q62ab0.8461.6922.5383.3844.23SE +/- 0.03, N = 33.393.511. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q63ab0.83931.67862.51793.35724.1965SE +/- 0.06, N = 33.733.231. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q66ab1.1162.2323.3484.4645.58SE +/- 0.15, N = 34.964.011. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q68ab1.32752.6553.98255.316.6375SE +/- 0.05, N = 35.555.361. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q69ab246810SE +/- 0.31, N = 35.585.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q70ab1.0082.0163.0244.0325.04SE +/- 0.13, N = 34.043.941. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q71ab1.0532.1063.1594.2125.265SE +/- 0.07, N = 34.594.241. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q73ab0.9631.9262.8893.8524.815SE +/- 0.31, N = 34.283.711. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q75a4812162015.941. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q76ab1.22852.4573.68554.9146.1425SE +/- 0.15, N = 35.055.131. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q77ab246810SE +/- 0.07, N = 36.716.561. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q79ab1.1972.3943.5914.7885.985SE +/- 0.15, N = 34.974.711. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q81ab1.07552.1513.22654.3025.3775SE +/- 0.07, N = 34.614.281. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q82ab246810SE +/- 0.09, N = 36.306.241. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q83ab1.12052.2413.36154.4825.6025SE +/- 0.12, N = 34.504.291. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q84ab1.03732.07463.11194.14925.1865SE +/- 0.19, N = 34.394.271. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q85ab246810SE +/- 0.14, N = 36.726.921. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q86ab0.82131.64262.46393.28524.1065SE +/- 0.04, N = 33.293.241. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q88ab246810SE +/- 0.34, N = 37.537.831. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q89ab1.01932.03863.05794.07725.0965SE +/- 0.06, N = 34.074.061. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q90ab0.83931.67862.51793.35724.1965SE +/- 0.05, N = 33.583.421. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q91ab0.87751.7552.63253.514.3875SE +/- 0.09, N = 33.903.591. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q92ab0.92031.84062.76093.68124.6015SE +/- 0.17, N = 34.093.741. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q94ab1.1972.3943.5914.7885.985SE +/- 0.03, N = 35.275.191. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q95ab1.18352.3673.55054.7345.9175SE +/- 0.05, N = 35.025.141. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q96ab0.48150.9631.44451.9262.4075SE +/- 0.07, N = 32.112.021. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q98ab0.3420.6841.0261.3681.71SE +/- 0.01, N = 31.491.441. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q99ab0.86181.72362.58543.44724.309SE +/- 0.30, N = 33.142.771. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q87ab36912159.989.731. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q05ab2468108.668.151. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q38ab36912159.989.361. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q01ab1.32532.65063.97595.30126.6265SE +/- 0.06, N = 45.705.691. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q02ab0.99231.98462.97693.96924.9615SE +/- 0.06, N = 44.414.181. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q03ab0.82581.65162.47743.30324.129SE +/- 0.09, N = 43.673.451. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q06ab246810SE +/- 0.12, N = 26.827.041. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q07ab246810SE +/- 0.30, N = 45.925.821. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q08ab1.13632.27263.40894.54525.6815SE +/- 0.07, N = 44.874.711. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q09ab246810SE +/- 0.10, N = 46.066.111. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q10ab246810SE +/- 0.25, N = 46.716.791. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q12ab0.33750.6751.01251.351.6875SE +/- 0.02, N = 41.491.491. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q13ab1.23752.4753.71254.956.1875SE +/- 0.16, N = 45.505.171. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q15ab1.262.523.785.046.3SE +/- 0.18, N = 45.604.971. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q18ab1.34332.68664.02995.37326.7165SE +/- 0.03, N = 45.375.451. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q19ab1.21952.4393.65854.8786.0975SE +/- 0.08, N = 45.055.111. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q20ab0.3510.7021.0531.4041.755SE +/- 0.01, N = 41.501.541. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q21ab0.8191.6382.4573.2764.095SE +/- 0.23, N = 43.643.401. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q22ab246810SE +/- 0.64, N = 47.957.831. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q26ab1.15652.3133.46954.6265.7825SE +/- 0.11, N = 45.144.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q27ab1.22632.45263.67894.90526.1315SE +/- 0.08, N = 45.285.161. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q28ab3691215SE +/- 0.31, N = 411.3012.061. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q30ab1.28482.56963.85445.13926.424SE +/- 0.11, N = 45.705.651. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q31ab3691215SE +/- 0.14, N = 410.0310.421. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q32ab0.98331.96662.94993.93324.9165SE +/- 0.15, N = 44.373.831. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q33ab246810SE +/- 0.27, N = 46.706.511. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q34ab1.16552.3313.49654.6625.8275SE +/- 0.21, N = 45.184.671. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q36ab1.07552.1513.22654.3025.3775SE +/- 0.05, N = 44.634.701. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q37ab246810SE +/- 0.17, N = 44.665.281. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q39ab0.8551.712.5653.424.275SE +/- 0.04, N = 43.633.621. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q41ab0.48150.9631.44451.9262.4075SE +/- 0.02, N = 42.082.071. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q42ab0.90231.80462.70693.60924.5115SE +/- 0.02, N = 43.423.311. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q43ab0.7831.5662.3493.1323.915SE +/- 0.06, N = 43.173.311. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q44ab246810SE +/- 0.87, N = 47.466.001. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q45ab1.10252.2053.30754.415.5125SE +/- 0.23, N = 44.784.271. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q46ab246810SE +/- 0.14, N = 45.886.031. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q47ab3691215SE +/- 0.21, N = 49.259.081. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q48ab0.91131.82262.73393.64524.5565SE +/- 0.07, N = 44.053.811. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q52ab0.90231.80462.70693.60924.5115SE +/- 0.05, N = 43.923.951. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q53ab0.83481.66962.50443.33924.174SE +/- 0.03, N = 43.693.631. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q55ab0.83251.6652.49753.334.1625SE +/- 0.06, N = 43.703.611. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q56ab246810SE +/- 0.11, N = 45.836.371. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q57ab1.28932.57863.86795.15726.4465SE +/- 0.12, N = 45.655.301. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q58ab1.23982.47963.71944.95926.199SE +/- 0.07, N = 45.515.371. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q59ab246810SE +/- 0.08, N = 45.845.801. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q60ab246810SE +/- 0.03, N = 47.026.341. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q61ab0.46580.93161.39741.86322.329SE +/- 0.01, N = 41.962.021. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q62ab0.90681.81362.72043.62724.534SE +/- 0.06, N = 43.573.591. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q63ab0.91.82.73.64.5SE +/- 0.18, N = 44.003.681. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q66ab1.19252.3853.57754.775.9625SE +/- 0.15, N = 45.155.171. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q68ab246810SE +/- 0.12, N = 45.665.981. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q69ab246810SE +/- 0.16, N = 46.406.151. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q70ab1.06652.1333.19954.2665.3325SE +/- 0.07, N = 44.744.591. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q71ab1.21732.43463.65194.86926.0865SE +/- 0.08, N = 45.205.181. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q73ab1.08452.1693.25354.3385.4225SE +/- 0.17, N = 44.134.101. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q76ab246810SE +/- 0.19, N = 45.655.471. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q77ab246810SE +/- 0.22, N = 47.597.561. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q79ab1.22182.44363.66544.88726.109SE +/- 0.12, N = 45.405.301. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q81ab1.32532.65063.97595.30126.6265SE +/- 0.22, N = 45.355.251. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q82ab1.10482.20963.31444.41925.524SE +/- 0.17, N = 44.814.701. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q83ab1.19252.3853.57754.775.9625SE +/- 0.11, N = 44.915.051. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q84ab1.11832.23663.35494.47325.5915SE +/- 0.12, N = 44.704.381. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q86ab0.8011.6022.4033.2044.005SE +/- 0.03, N = 43.453.401. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q88ab246810SE +/- 0.29, N = 47.457.321. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q89ab0.99451.9892.98353.9784.9725SE +/- 0.05, N = 44.424.301. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q90ab0.91581.83162.74743.66324.579SE +/- 0.10, N = 43.653.581. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q91ab0.86181.72362.58543.44724.309SE +/- 0.02, N = 43.833.551. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q92ab1.04182.08363.12544.16725.209SE +/- 0.05, N = 44.094.471. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q96ab0.52651.0531.57952.1062.6325SE +/- 0.11, N = 42.342.241. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q98ab0.3420.6841.0261.3681.71SE +/- 0.02, N = 41.471.481. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q99ab1.0532.1063.1594.2125.265SE +/- 0.04, N = 43.803.781. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q35ab2468107.477.451. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q40ab246810SE +/- 0.14, N = 36.096.261. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q02ab1.02382.04763.07144.09525.119SE +/- 0.04, N = 34.334.551. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q03ab0.82581.65162.47743.30324.129SE +/- 0.18, N = 33.653.671. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q07ab1.3412.6824.0235.3646.705SE +/- 0.25, N = 35.965.291. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q08ab1.12282.24563.36844.49125.614SE +/- 0.13, N = 34.994.821. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q09ab246810SE +/- 0.05, N = 36.146.101. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q10ab246810SE +/- 0.14, N = 36.956.681. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q12ab0.3330.6660.9991.3321.665SE +/- 0.01, N = 31.481.471. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q13ab1.24652.4933.73954.9866.2325SE +/- 0.09, N = 35.545.171. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q15ab1.23082.46163.69244.92326.154SE +/- 0.20, N = 35.125.471. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q18ab246810SE +/- 0.39, N = 35.677.171. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q19ab1.2422.4843.7264.9686.21SE +/- 0.17, N = 35.525.031. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q20ab0.3330.6660.9991.3321.665SE +/- 0.01, N = 31.481.481. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q21ab0.76051.5212.28153.0423.8025SE +/- 0.05, N = 33.383.141. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q22ab246810SE +/- 0.14, N = 38.378.391. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q26ab1.27132.54263.81395.08526.3565SE +/- 0.15, N = 34.935.651. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q27ab1.22182.44363.66544.88726.109SE +/- 0.12, N = 35.434.941. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q28ab3691215SE +/- 0.09, N = 311.9712.751. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q30ab1.30282.60563.90845.21126.514SE +/- 0.25, N = 35.795.661. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q31ab3691215SE +/- 0.11, N = 310.2610.221. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q32ab0.9541.9082.8623.8164.77SE +/- 0.09, N = 34.174.241. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q33ab246810SE +/- 0.25, N = 36.906.561. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q34ab1.23532.47063.70594.94126.1765SE +/- 0.23, N = 34.955.491. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q36ab1.00352.0073.01054.0145.0175SE +/- 0.18, N = 34.464.431. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q37ab1.10482.20963.31444.41925.524SE +/- 0.36, N = 34.144.911. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q39ab0.84831.69662.54493.39324.2415SE +/- 0.15, N = 33.773.751. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q41ab0.47930.95861.43791.91722.3965SE +/- 0.02, N = 32.112.131. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q42ab0.75381.50762.26143.01523.769SE +/- 0.05, N = 33.353.281. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q43ab0.721.442.162.883.6SE +/- 0.04, N = 33.203.161. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q44ab246810SE +/- 0.62, N = 35.698.151. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q45ab0.97881.95762.93643.91524.894SE +/- 0.10, N = 34.353.401. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q46ab1.2332.4663.6994.9326.165SE +/- 0.11, N = 35.375.481. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q47a246810SE +/- 0.03, N = 28.921. (CC) gcc options: -O3 -fcommon -lm

Scale Factor: 500 - Q47

b: The test quit with a non-zero exit status. E: ./spark-tpcds: line 9: echo: write error: No space left on device

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q48ab0.8821.7642.6463.5284.41SE +/- 0.09, N = 33.923.721. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q52ab0.90231.80462.70693.60924.5115SE +/- 0.16, N = 34.013.721. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q53ab0.8281.6562.4843.3124.14SE +/- 0.06, N = 33.683.631. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q55ab0.92251.8452.76753.694.6125SE +/- 0.19, N = 34.004.101. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q56ab246810SE +/- 0.27, N = 35.937.041. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q57ab1.28482.56963.85445.13926.424SE +/- 0.14, N = 35.595.711. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q58ab246810SE +/- 0.41, N = 36.195.821. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q59ab246810SE +/- 0.06, N = 35.806.031. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q60ab246810SE +/- 0.10, N = 36.658.531. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q61ab0.46580.93161.39741.86322.329SE +/- 0.03, N = 32.032.071. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q62ab0.87531.75062.62593.50124.3765SE +/- 0.02, N = 33.893.801. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q63ab0.95851.9172.87553.8344.7925SE +/- 0.21, N = 34.154.261. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q66ab1.14752.2953.44254.595.7375SE +/- 0.13, N = 34.845.101. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q68ab246810SE +/- 0.22, N = 36.185.981. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q69ab246810SE +/- 0.35, N = 36.586.771. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q70ab1.05982.11963.17944.23925.299SE +/- 0.28, N = 34.714.571. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q71ab1.2062.4123.6184.8246.03SE +/- 0.10, N = 35.255.361. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q73ab0.97431.94862.92293.89724.8715SE +/- 0.19, N = 34.194.331. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q76ab246810SE +/- 0.26, N = 35.586.151. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q79ab1.25332.50663.75995.01326.2665SE +/- 0.11, N = 35.365.571. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q82ab1.06652.1333.19954.2665.3325SE +/- 0.16, N = 34.744.711. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q84ab1.06432.12863.19294.25725.3215SE +/- 0.21, N = 34.734.441. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q86ab0.82131.64262.46393.28524.1065SE +/- 0.04, N = 33.523.651. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q88ab246810SE +/- 0.18, N = 37.597.491. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q89ab0.96081.92162.88243.84324.804SE +/- 0.07, N = 34.264.271. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q90ab0.92481.84962.77443.69924.624SE +/- 0.27, N = 33.544.111. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q92ab0.97881.95762.93643.91524.894SE +/- 0.10, N = 34.354.091. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q96ab0.5131.0261.5392.0522.565SE +/- 0.03, N = 32.282.281. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q98ab0.33750.6751.01251.351.6875SE +/- 0.03, N = 31.501.491. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q99ab0.98781.97562.96343.95124.939SE +/- 0.21, N = 34.024.391. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q06a2468106.711. (CC) gcc options: -O3 -fcommon -lm

Scale Factor: 500 - Q06

b: The test quit with a non-zero exit status. E: ./spark-tpcds: line 9: echo: write error: No space left on device

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 500 - Q35a2468107.851. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 100 - Q05b369121511.021. (CC) gcc options: -O3 -fcommon -lm

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: 1 - Geometric Mean Of All Queriesa0.24550.4910.73650.9821.2275SE +/- 0.00514612, N = 31.09115570MIN: 0.46 / MAX: 3.7

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 10 - Geometric Mean Of All Queriesa0.92581.85162.77743.70324.629SE +/- 0.00805719, N = 34.11485597MIN: 1.74 / MAX: 14.95

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 50 - Geometric Mean Of All Queriesa48121620SE +/- 0.04, N = 314.21MIN: 4.61 / MAX: 68.39

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor: 100 - Geometric Mean Of All Queriesa612182430SE +/- 0.39, N = 726.24MIN: 6.97 / MAX: 140.15

409 Results Shown

Apache Spark TPC-DS:
  1 - Q01
  1 - Q02
  1 - Q03
  1 - Q04
  1 - Q05
  1 - Q06
  1 - Q07
  1 - Q08
  1 - Q09
  1 - Q10
  1 - Q11
  1 - Q12
  1 - Q13
  1 - Q14
  1 - Q15
  1 - Q16
  1 - Q17
  1 - Q18
  1 - Q19
  1 - Q20
  1 - Q21
  1 - Q22
  1 - Q23
  1 - Q24
  1 - Q25
  1 - Q26
  1 - Q27
  1 - Q28
  1 - Q29
  1 - Q30
  1 - Q31
  1 - Q32
  1 - Q33
  1 - Q34
  1 - Q35
  1 - Q36
  1 - Q37
  1 - Q38
  1 - Q39
  1 - Q40
  1 - Q41
  1 - Q42
  1 - Q43
  1 - Q44
  1 - Q45
  1 - Q46
  1 - Q47
  1 - Q48
  1 - Q49
  1 - Q50
  1 - Q51
  1 - Q52
  1 - Q53
  1 - Q54
  1 - Q55
  1 - Q56
  1 - Q57
  1 - Q58
  1 - Q59
  1 - Q60
  1 - Q61
  1 - Q62
  1 - Q63
  1 - Q64
  1 - Q65
  1 - Q66
  1 - Q67
  1 - Q68
  1 - Q69
  1 - Q70
  1 - Q71
  1 - Q72
  1 - Q73
  1 - Q74
  1 - Q75
  1 - Q76
  1 - Q77
  1 - Q78
  1 - Q79
  1 - Q80
  1 - Q81
  1 - Q82
  1 - Q83
  1 - Q84
  1 - Q85
  1 - Q86
  1 - Q87
  1 - Q88
  1 - Q89
  1 - Q90
  1 - Q91
  1 - Q92
  1 - Q93
  1 - Q94
  1 - Q95
  1 - Q96
  1 - Q97
  1 - Q98
  1 - Q99
  10 - Q01
  10 - Q02
  10 - Q03
  10 - Q05
  10 - Q06
  10 - Q07
  10 - Q08
  10 - Q09
  10 - Q10
  10 - Q11
  10 - Q12
  10 - Q13
  10 - Q14
  10 - Q15
  10 - Q18
  10 - Q19
  10 - Q20
  10 - Q21
  10 - Q22
  10 - Q24
  10 - Q26
  10 - Q27
  10 - Q28
  10 - Q30
  10 - Q31
  10 - Q32
  10 - Q33
  10 - Q34
  10 - Q35
  10 - Q36
  10 - Q37
  10 - Q38
  10 - Q39
  10 - Q40
  10 - Q41
  10 - Q42
  10 - Q43
  10 - Q44
  10 - Q45
  10 - Q46
  10 - Q47
  10 - Q48
  10 - Q49
  10 - Q50
  10 - Q51
  10 - Q52
  10 - Q53
  10 - Q54
  10 - Q55
  10 - Q56
  10 - Q57
  10 - Q58
  10 - Q59
  10 - Q60
  10 - Q61
  10 - Q62
  10 - Q63
  10 - Q65
  10 - Q66
  10 - Q68
  10 - Q69
  10 - Q70
  10 - Q71
  10 - Q73
  10 - Q74
  10 - Q75
  10 - Q76
  10 - Q77
  10 - Q78
  10 - Q79
  10 - Q80
  10 - Q81
  10 - Q82
  10 - Q83
  10 - Q84
  10 - Q85
  10 - Q86
  10 - Q87
  10 - Q88
  10 - Q89
  10 - Q90
  10 - Q91
  10 - Q92
  10 - Q93
  10 - Q94
  10 - Q95
  10 - Q96
  10 - Q97
  10 - Q98
  10 - Q99
  10 - Q04
  10 - Q29
  10 - Q23
  50 - Q01
  50 - Q02
  50 - Q03
  50 - Q07
  50 - Q08
  50 - Q09
  50 - Q10
  50 - Q12
  50 - Q13
  50 - Q14
  50 - Q15
  50 - Q18
  50 - Q19
  50 - Q20
  50 - Q21
  50 - Q22
  50 - Q26
  50 - Q27
  50 - Q28
  50 - Q30
  50 - Q31
  50 - Q32
  50 - Q33
  50 - Q34
  50 - Q35
  50 - Q36
  50 - Q37
  50 - Q39
  50 - Q40
  50 - Q41
  50 - Q42
  50 - Q43
  50 - Q44
  50 - Q45
  50 - Q46
  50 - Q47
  50 - Q48
  50 - Q52
  50 - Q53
  50 - Q54
  50 - Q55
  50 - Q56
  50 - Q57
  50 - Q58
  50 - Q59
  50 - Q60
  50 - Q61
  50 - Q62
  50 - Q63
  50 - Q66
  50 - Q68
  50 - Q69
  50 - Q70
  50 - Q71
  50 - Q73
  50 - Q75
  50 - Q76
  50 - Q77
  50 - Q79
  50 - Q81
  50 - Q82
  50 - Q83
  50 - Q84
  50 - Q85
  50 - Q86
  50 - Q88
  50 - Q89
  50 - Q90
  50 - Q91
  50 - Q92
  50 - Q94
  50 - Q95
  50 - Q96
  50 - Q98
  50 - Q99
  50 - Q87
  50 - Q05
  50 - Q38
  100 - Q01
  100 - Q02
  100 - Q03
  100 - Q06
  100 - Q07
  100 - Q08
  100 - Q09
  100 - Q10
  100 - Q12
  100 - Q13
  100 - Q15
  100 - Q18
  100 - Q19
  100 - Q20
  100 - Q21
  100 - Q22
  100 - Q26
  100 - Q27
  100 - Q28
  100 - Q30
  100 - Q31
  100 - Q32
  100 - Q33
  100 - Q34
  100 - Q36
  100 - Q37
  100 - Q39
  100 - Q41
  100 - Q42
  100 - Q43
  100 - Q44
  100 - Q45
  100 - Q46
  100 - Q47
  100 - Q48
  100 - Q52
  100 - Q53
  100 - Q55
  100 - Q56
  100 - Q57
  100 - Q58
  100 - Q59
  100 - Q60
  100 - Q61
  100 - Q62
  100 - Q63
  100 - Q66
  100 - Q68
  100 - Q69
  100 - Q70
  100 - Q71
  100 - Q73
  100 - Q76
  100 - Q77
  100 - Q79
  100 - Q81
  100 - Q82
  100 - Q83
  100 - Q84
  100 - Q86
  100 - Q88
  100 - Q89
  100 - Q90
  100 - Q91
  100 - Q92
  100 - Q96
  100 - Q98
  100 - Q99
  100 - Q35
  100 - Q40
  500 - Q02
  500 - Q03
  500 - Q07
  500 - Q08
  500 - Q09
  500 - Q10
  500 - Q12
  500 - Q13
  500 - Q15
  500 - Q18
  500 - Q19
  500 - Q20
  500 - Q21
  500 - Q22
  500 - Q26
  500 - Q27
  500 - Q28
  500 - Q30
  500 - Q31
  500 - Q32
  500 - Q33
  500 - Q34
  500 - Q36
  500 - Q37
  500 - Q39
  500 - Q41
  500 - Q42
  500 - Q43
  500 - Q44
  500 - Q45
  500 - Q46
  500 - Q47
  500 - Q48
  500 - Q52
  500 - Q53
  500 - Q55
  500 - Q56
  500 - Q57
  500 - Q58
  500 - Q59
  500 - Q60
  500 - Q61
  500 - Q62
  500 - Q63
  500 - Q66
  500 - Q68
  500 - Q69
  500 - Q70
  500 - Q71
  500 - Q73
  500 - Q76
  500 - Q79
  500 - Q82
  500 - Q84
  500 - Q86
  500 - Q88
  500 - Q89
  500 - Q90
  500 - Q92
  500 - Q96
  500 - Q98
  500 - Q99
  500 - Q06
  500 - Q35
  100 - Q05
Apache Spark TPC-H:
  1 - Geometric Mean Of All Queries
  10 - Geometric Mean Of All Queries
  50 - Geometric Mean Of All Queries
  100 - Geometric Mean Of All Queries