xm spark AMD Ryzen Threadripper PRO 7995WX 96-Cores testing with a HP 8B24 (U65 Ver. 01.01.04 BIOS) and NVIDIA RTX A4000 16GB on Ubuntu 23.10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2312055-NE-XMSPARK0007&sro&grs .
xm spark Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL OpenCL Compiler File-System Screen Resolution a b c AMD Ryzen Threadripper PRO 7995WX 96-Cores @ 6.44GHz (96 Cores / 192 Threads) HP 8B24 (U65 Ver. 01.01.04 BIOS) AMD Device 14a4 128GB 2 x 1024GB SAMSUNG MZVL21T0HCLR-00BH1 NVIDIA RTX A4000 16GB NVIDIA GA104 HD Audio ASUS VP28U Realtek RTL8111/8168/8411 Ubuntu 23.10 6.5.0-13-generic (x86_64) GNOME Shell 45.0 X Server 1.21.1.7 NVIDIA 535.129.03 4.6.0 OpenCL 3.0 CUDA 12.2.147 GCC 13.2.0 ext4 3840x2160 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Compiler Details - --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 Processor Details - Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa108105 Java Details - OpenJDK Runtime Environment (build 11.0.20+8-post-Ubuntu-1ubuntu1) Python Details - Python 3.11.6 Security Details - gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: 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
xm spark spark-tpch: 100 - Geometric Mean Of All Queries xmrig: KawPow - 1M xmrig: Monero - 1M spark-tpch: 1 - Geometric Mean Of All Queries spark-tpch: 10 - Geometric Mean Of All Queries xmrig: CryptoNight-Femto UPX2 - 1M xmrig: Wownero - 1M xmrig: CryptoNight-Heavy - 1M xmrig: GhostRider - 1M spark-tpch: 50 - Geometric Mean Of All Queries spark-tpch: 100 - Q22 spark-tpch: 100 - Q21 spark-tpch: 100 - Q20 spark-tpch: 100 - Q19 spark-tpch: 100 - Q18 spark-tpch: 100 - Q17 spark-tpch: 100 - Q16 spark-tpch: 100 - Q15 spark-tpch: 100 - Q14 spark-tpch: 100 - Q13 spark-tpch: 100 - Q12 spark-tpch: 100 - Q11 spark-tpch: 100 - Q10 spark-tpch: 100 - Q09 spark-tpch: 100 - Q08 spark-tpch: 100 - Q07 spark-tpch: 100 - Q06 spark-tpch: 100 - Q05 spark-tpch: 100 - Q04 spark-tpch: 100 - Q03 spark-tpch: 100 - Q02 spark-tpch: 100 - Q01 spark-tpch: 50 - Q22 spark-tpch: 50 - Q21 spark-tpch: 50 - Q20 spark-tpch: 50 - Q19 spark-tpch: 50 - Q18 spark-tpch: 50 - Q17 spark-tpch: 50 - Q16 spark-tpch: 50 - Q15 spark-tpch: 50 - Q14 spark-tpch: 50 - Q13 spark-tpch: 50 - Q12 spark-tpch: 50 - Q11 spark-tpch: 50 - Q10 spark-tpch: 50 - Q09 spark-tpch: 50 - Q08 spark-tpch: 50 - Q07 spark-tpch: 50 - Q06 spark-tpch: 50 - Q05 spark-tpch: 50 - Q04 spark-tpch: 50 - Q03 spark-tpch: 50 - Q02 spark-tpch: 50 - Q01 spark-tpch: 10 - Q22 spark-tpch: 10 - Q21 spark-tpch: 10 - Q20 spark-tpch: 10 - Q19 spark-tpch: 10 - Q18 spark-tpch: 10 - Q17 spark-tpch: 10 - Q16 spark-tpch: 10 - Q15 spark-tpch: 10 - Q14 spark-tpch: 10 - Q13 spark-tpch: 10 - Q12 spark-tpch: 10 - Q11 spark-tpch: 10 - Q10 spark-tpch: 10 - Q09 spark-tpch: 10 - Q08 spark-tpch: 10 - Q07 spark-tpch: 10 - Q06 spark-tpch: 10 - Q05 spark-tpch: 10 - Q04 spark-tpch: 10 - Q03 spark-tpch: 10 - Q02 spark-tpch: 10 - Q01 spark-tpch: 1 - Q22 spark-tpch: 1 - Q21 spark-tpch: 1 - Q20 spark-tpch: 1 - Q19 spark-tpch: 1 - Q18 spark-tpch: 1 - Q17 spark-tpch: 1 - Q16 spark-tpch: 1 - Q15 spark-tpch: 1 - Q14 spark-tpch: 1 - Q13 spark-tpch: 1 - Q12 spark-tpch: 1 - Q11 spark-tpch: 1 - Q10 spark-tpch: 1 - Q09 spark-tpch: 1 - Q08 spark-tpch: 1 - Q07 spark-tpch: 1 - Q06 spark-tpch: 1 - Q05 spark-tpch: 1 - Q04 spark-tpch: 1 - Q03 spark-tpch: 1 - Q02 spark-tpch: 1 - Q01 a b c 24.16959226 60295.4 58795.9 1.51891356 4.96799863 57205 72056.5 57025.5 13538.8 13.42474055 10.05578136 118.82025909 27.67133522 18.487957 51.24792099 45.24134445 12.21855927 16.86589813 19.64035225 11.02666092 22.74088669 8.78064823 30.48651505 46.22399521 31.5261364 28.34518242 13.86988831 33.92338562 22.32920265 32.94317627 10.38261604 17.47468567 6.08925676 57.33026505 14.24179459 9.16332626 24.99852753 21.97641563 7.47283697 8.51527596 9.70560741 6.99574947 14.22867966 6.78428793 17.06746483 25.20354652 18.46334457 17.2942524 6.49295807 21.03942108 13.12432957 21.63772011 7.35925674 10.04148006 2.37985826 17.45407677 5.55879831 2.95919561 8.24496555 6.41755915 3.1867218 2.91853523 3.02889991 3.01429987 4.49249029 3.71962643 6.88861942 11.03013134 7.11018515 6.51667595 1.56427085 8.41058254 5.05504417 6.13379049 3.3848443 4.49434376 0.76568067 6.02661514 1.98389852 0.49329549 3.23498678 2.03973651 0.92593056 1.62079513 1.29217482 0.84505594 1.32404113 0.75734341 2.19158959 3.10479283 1.58599615 2.50697136 0.37237483 2.45946813 2.33742785 2.51740241 1.50106955 3.11813903 24.89459416 58309 56869.9 1.47953148 5.05491803 56252.5 71291.1 56132.5 13457.5 13.43842783 10.88104343 114.37428284 24.60857964 18.80553055 56.14859009 44.39985275 14.32119465 16.99094009 19.32258987 11.47577477 24.91334152 8.79490376 33.98863602 47.60396576 31.82734108 30.19837761 13.94176483 34.67943192 25.0573082 30.52789307 10.54655838 17.49611473 6.05252361 57.92815399 14.14790058 9.2835331 25.0187664 21.84548569 7.53124523 8.38387203 10.06569386 7.16858625 13.83334732 6.60671139 17.15024948 25.01174927 18.72630501 17.31156731 6.49882984 21.53473663 12.18541241 21.53642464 7.31851864 10.11860847 2.39569354 17.83976555 5.57176781 2.93612957 9.53253078 6.5029707 3.19056916 2.92201185 3.12050486 3.12149072 4.45917034 3.85801053 7.00270653 10.61659718 7.1416297 6.81242418 1.6247859 8.36106014 5.34387636 6.34404755 3.47544336 4.413764 0.69433546 6.00196791 1.89088869 0.48743689 3.30404043 1.99548805 0.83235848 1.54829574 1.35796571 0.76787025 1.36916709 0.72336912 2.07343245 3.1872251 1.59978378 2.34698224 0.38475433 2.45459294 2.35218143 2.53519988 1.41991067 3.15593004 25.00183943 58496.6 57800.1 1.47767494 5.04063531 56423.9 72432.3 56481.2 13610.6 13.50899161 10.98448753 121.33037567 28.08350563 18.87691689 52.03686905 46.38251877 12.61252785 16.79269409 18.99903679 11.42175198 25.15987015 8.89297771 32.76418686 50.95513916 31.84581757 29.11835098 14.24522972 34.22718811 25.66960716 34.77074814 10.39291859 17.4994297 6.09238052 56.83037949 14.11793709 9.21878719 25.22075081 21.92030144 7.8119607 8.26745319 10.18012333 7.28804493 14.03540802 6.62817478 16.95269394 26.16338921 18.48754501 17.22501183 6.588696 19.8144207 12.77232361 18.04907227 7.10811806 10.19892216 2.55949187 17.36117744 5.62863016 2.92710781 8.4383955 6.53743744 3.17122769 2.92050409 3.07320762 3.14841723 4.67835808 3.85913682 7.00415373 10.71341515 7.02749777 6.87554359 1.63041437 8.35870838 4.91738033 6.81219864 3.37414861 4.60054493 0.64223039 5.84427834 1.86651027 0.48511827 3.07040811 2.15241623 0.94181794 1.5597508 1.35046673 0.84979033 1.28390682 0.69618446 2.11511016 3.09847164 1.57654107 2.42848158 0.30270249 2.39056325 2.14378142 2.58462906 1.3736794 3.09720683 OpenBenchmarking.org
Apache Spark TPC-H Scale Factor: 100 - Geometric Mean Of All Queries OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Geometric Mean Of All Queries a b c 6 12 18 24 30 24.17 24.89 25.00 MIN: 8.78 / MAX: 118.82 MIN: 8.79 / MAX: 114.37 MIN: 8.89 / MAX: 121.33
Xmrig Variant: KawPow - Hash Count: 1M OpenBenchmarking.org H/s, More Is Better Xmrig 6.21 Variant: KawPow - Hash Count: 1M a b c 13K 26K 39K 52K 65K 60295.4 58309.0 58496.6 1. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc
Xmrig Variant: Monero - Hash Count: 1M OpenBenchmarking.org H/s, More Is Better Xmrig 6.21 Variant: Monero - Hash Count: 1M a b c 13K 26K 39K 52K 65K 58795.9 56869.9 57800.1 1. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc
Apache Spark TPC-H Scale Factor: 1 - Geometric Mean Of All Queries OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Geometric Mean Of All Queries a b c 0.3418 0.6836 1.0254 1.3672 1.709 1.51891356 1.47953148 1.47767494 MIN: 0.49 / MAX: 6.03 MIN: 0.49 / MAX: 6 MIN: 0.49 / MAX: 5.84
Apache Spark TPC-H Scale Factor: 10 - Geometric Mean Of All Queries OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Geometric Mean Of All Queries a b c 1.1374 2.2748 3.4122 4.5496 5.687 4.96799863 5.05491803 5.04063531 MIN: 2.38 / MAX: 17.45 MIN: 2.4 / MAX: 17.84 MIN: 2.56 / MAX: 17.36
Xmrig Variant: CryptoNight-Femto UPX2 - Hash Count: 1M OpenBenchmarking.org H/s, More Is Better Xmrig 6.21 Variant: CryptoNight-Femto UPX2 - Hash Count: 1M a b c 12K 24K 36K 48K 60K 57205.0 56252.5 56423.9 1. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc
Xmrig Variant: Wownero - Hash Count: 1M OpenBenchmarking.org H/s, More Is Better Xmrig 6.21 Variant: Wownero - Hash Count: 1M a b c 16K 32K 48K 64K 80K 72056.5 71291.1 72432.3 1. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc
Xmrig Variant: CryptoNight-Heavy - Hash Count: 1M OpenBenchmarking.org H/s, More Is Better Xmrig 6.21 Variant: CryptoNight-Heavy - Hash Count: 1M a b c 12K 24K 36K 48K 60K 57025.5 56132.5 56481.2 1. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc
Xmrig Variant: GhostRider - Hash Count: 1M OpenBenchmarking.org H/s, More Is Better Xmrig 6.21 Variant: GhostRider - Hash Count: 1M a b c 3K 6K 9K 12K 15K 13538.8 13457.5 13610.6 1. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc
Apache Spark TPC-H Scale Factor: 50 - Geometric Mean Of All Queries OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Geometric Mean Of All Queries a b c 3 6 9 12 15 13.42 13.44 13.51 MIN: 6.09 / MAX: 57.33 MIN: 6.05 / MAX: 57.93 MIN: 6.09 / MAX: 56.83
Apache Spark TPC-H Scale Factor: 100 - Q22 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q22 a b c 3 6 9 12 15 10.06 10.88 10.98
Apache Spark TPC-H Scale Factor: 100 - Q21 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q21 a b c 30 60 90 120 150 118.82 114.37 121.33
Apache Spark TPC-H Scale Factor: 100 - Q20 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q20 a b c 7 14 21 28 35 27.67 24.61 28.08
Apache Spark TPC-H Scale Factor: 100 - Q19 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q19 a b c 5 10 15 20 25 18.49 18.81 18.88
Apache Spark TPC-H Scale Factor: 100 - Q18 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q18 a b c 13 26 39 52 65 51.25 56.15 52.04
Apache Spark TPC-H Scale Factor: 100 - Q17 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q17 a b c 11 22 33 44 55 45.24 44.40 46.38
Apache Spark TPC-H Scale Factor: 100 - Q16 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q16 a b c 4 8 12 16 20 12.22 14.32 12.61
Apache Spark TPC-H Scale Factor: 100 - Q15 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q15 a b c 4 8 12 16 20 16.87 16.99 16.79
Apache Spark TPC-H Scale Factor: 100 - Q14 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q14 a b c 5 10 15 20 25 19.64 19.32 19.00
Apache Spark TPC-H Scale Factor: 100 - Q13 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q13 a b c 3 6 9 12 15 11.03 11.48 11.42
Apache Spark TPC-H Scale Factor: 100 - Q12 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q12 a b c 6 12 18 24 30 22.74 24.91 25.16
Apache Spark TPC-H Scale Factor: 100 - Q11 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q11 a b c 2 4 6 8 10 8.78064823 8.79490376 8.89297771
Apache Spark TPC-H Scale Factor: 100 - Q10 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q10 a b c 8 16 24 32 40 30.49 33.99 32.76
Apache Spark TPC-H Scale Factor: 100 - Q09 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q09 a b c 11 22 33 44 55 46.22 47.60 50.96
Apache Spark TPC-H Scale Factor: 100 - Q08 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q08 a b c 7 14 21 28 35 31.53 31.83 31.85
Apache Spark TPC-H Scale Factor: 100 - Q07 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q07 a b c 7 14 21 28 35 28.35 30.20 29.12
Apache Spark TPC-H Scale Factor: 100 - Q06 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q06 a b c 4 8 12 16 20 13.87 13.94 14.25
Apache Spark TPC-H Scale Factor: 100 - Q05 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q05 a b c 8 16 24 32 40 33.92 34.68 34.23
Apache Spark TPC-H Scale Factor: 100 - Q04 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q04 a b c 6 12 18 24 30 22.33 25.06 25.67
Apache Spark TPC-H Scale Factor: 100 - Q03 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q03 a b c 8 16 24 32 40 32.94 30.53 34.77
Apache Spark TPC-H Scale Factor: 100 - Q02 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q02 a b c 3 6 9 12 15 10.38 10.55 10.39
Apache Spark TPC-H Scale Factor: 100 - Q01 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q01 a b c 4 8 12 16 20 17.47 17.50 17.50
Apache Spark TPC-H Scale Factor: 50 - Q22 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q22 a b c 2 4 6 8 10 6.08925676 6.05252361 6.09238052
Apache Spark TPC-H Scale Factor: 50 - Q21 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q21 a b c 13 26 39 52 65 57.33 57.93 56.83
Apache Spark TPC-H Scale Factor: 50 - Q20 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q20 a b c 4 8 12 16 20 14.24 14.15 14.12
Apache Spark TPC-H Scale Factor: 50 - Q19 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q19 a b c 3 6 9 12 15 9.16332626 9.28353310 9.21878719
Apache Spark TPC-H Scale Factor: 50 - Q18 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q18 a b c 6 12 18 24 30 25.00 25.02 25.22
Apache Spark TPC-H Scale Factor: 50 - Q17 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q17 a b c 5 10 15 20 25 21.98 21.85 21.92
Apache Spark TPC-H Scale Factor: 50 - Q16 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q16 a b c 2 4 6 8 10 7.47283697 7.53124523 7.81196070
Apache Spark TPC-H Scale Factor: 50 - Q15 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q15 a b c 2 4 6 8 10 8.51527596 8.38387203 8.26745319
Apache Spark TPC-H Scale Factor: 50 - Q14 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q14 a b c 3 6 9 12 15 9.70560741 10.06569386 10.18012333
Apache Spark TPC-H Scale Factor: 50 - Q13 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q13 a b c 2 4 6 8 10 6.99574947 7.16858625 7.28804493
Apache Spark TPC-H Scale Factor: 50 - Q12 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q12 a b c 4 8 12 16 20 14.23 13.83 14.04
Apache Spark TPC-H Scale Factor: 50 - Q11 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q11 a b c 2 4 6 8 10 6.78428793 6.60671139 6.62817478
Apache Spark TPC-H Scale Factor: 50 - Q10 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q10 a b c 4 8 12 16 20 17.07 17.15 16.95
Apache Spark TPC-H Scale Factor: 50 - Q09 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q09 a b c 6 12 18 24 30 25.20 25.01 26.16
Apache Spark TPC-H Scale Factor: 50 - Q08 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q08 a b c 5 10 15 20 25 18.46 18.73 18.49
Apache Spark TPC-H Scale Factor: 50 - Q07 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q07 a b c 4 8 12 16 20 17.29 17.31 17.23
Apache Spark TPC-H Scale Factor: 50 - Q06 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q06 a b c 2 4 6 8 10 6.49295807 6.49882984 6.58869600
Apache Spark TPC-H Scale Factor: 50 - Q05 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q05 a b c 5 10 15 20 25 21.04 21.53 19.81
Apache Spark TPC-H Scale Factor: 50 - Q04 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q04 a b c 3 6 9 12 15 13.12 12.19 12.77
Apache Spark TPC-H Scale Factor: 50 - Q03 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q03 a b c 5 10 15 20 25 21.64 21.54 18.05
Apache Spark TPC-H Scale Factor: 50 - Q02 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q02 a b c 2 4 6 8 10 7.35925674 7.31851864 7.10811806
Apache Spark TPC-H Scale Factor: 50 - Q01 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q01 a b c 3 6 9 12 15 10.04 10.12 10.20
Apache Spark TPC-H Scale Factor: 10 - Q22 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q22 a b c 0.5759 1.1518 1.7277 2.3036 2.8795 2.37985826 2.39569354 2.55949187
Apache Spark TPC-H Scale Factor: 10 - Q21 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q21 a b c 4 8 12 16 20 17.45 17.84 17.36
Apache Spark TPC-H Scale Factor: 10 - Q20 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q20 a b c 1.2664 2.5328 3.7992 5.0656 6.332 5.55879831 5.57176781 5.62863016
Apache Spark TPC-H Scale Factor: 10 - Q19 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q19 a b c 0.6658 1.3316 1.9974 2.6632 3.329 2.95919561 2.93612957 2.92710781
Apache Spark TPC-H Scale Factor: 10 - Q18 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q18 a b c 3 6 9 12 15 8.24496555 9.53253078 8.43839550
Apache Spark TPC-H Scale Factor: 10 - Q17 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q17 a b c 2 4 6 8 10 6.41755915 6.50297070 6.53743744
Apache Spark TPC-H Scale Factor: 10 - Q16 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q16 a b c 0.7179 1.4358 2.1537 2.8716 3.5895 3.18672180 3.19056916 3.17122769
Apache Spark TPC-H Scale Factor: 10 - Q15 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q15 a b c 0.6575 1.315 1.9725 2.63 3.2875 2.91853523 2.92201185 2.92050409
Apache Spark TPC-H Scale Factor: 10 - Q14 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q14 a b c 0.7021 1.4042 2.1063 2.8084 3.5105 3.02889991 3.12050486 3.07320762
Apache Spark TPC-H Scale Factor: 10 - Q13 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q13 a b c 0.7084 1.4168 2.1252 2.8336 3.542 3.01429987 3.12149072 3.14841723
Apache Spark TPC-H Scale Factor: 10 - Q12 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q12 a b c 1.0526 2.1052 3.1578 4.2104 5.263 4.49249029 4.45917034 4.67835808
Apache Spark TPC-H Scale Factor: 10 - Q11 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q11 a b c 0.8683 1.7366 2.6049 3.4732 4.3415 3.71962643 3.85801053 3.85913682
Apache Spark TPC-H Scale Factor: 10 - Q10 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q10 a b c 2 4 6 8 10 6.88861942 7.00270653 7.00415373
Apache Spark TPC-H Scale Factor: 10 - Q09 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q09 a b c 3 6 9 12 15 11.03 10.62 10.71
Apache Spark TPC-H Scale Factor: 10 - Q08 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q08 a b c 2 4 6 8 10 7.11018515 7.14162970 7.02749777
Apache Spark TPC-H Scale Factor: 10 - Q07 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q07 a b c 2 4 6 8 10 6.51667595 6.81242418 6.87554359
Apache Spark TPC-H Scale Factor: 10 - Q06 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q06 a b c 0.3668 0.7336 1.1004 1.4672 1.834 1.56427085 1.62478590 1.63041437
Apache Spark TPC-H Scale Factor: 10 - Q05 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q05 a b c 2 4 6 8 10 8.41058254 8.36106014 8.35870838
Apache Spark TPC-H Scale Factor: 10 - Q04 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q04 a b c 1.2024 2.4048 3.6072 4.8096 6.012 5.05504417 5.34387636 4.91738033
Apache Spark TPC-H Scale Factor: 10 - Q03 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q03 a b c 2 4 6 8 10 6.13379049 6.34404755 6.81219864
Apache Spark TPC-H Scale Factor: 10 - Q02 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q02 a b c 0.782 1.564 2.346 3.128 3.91 3.38484430 3.47544336 3.37414861
Apache Spark TPC-H Scale Factor: 10 - Q01 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q01 a b c 1.0351 2.0702 3.1053 4.1404 5.1755 4.49434376 4.41376400 4.60054493
Apache Spark TPC-H Scale Factor: 1 - Q22 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q22 a b c 0.1723 0.3446 0.5169 0.6892 0.8615 0.76568067 0.69433546 0.64223039
Apache Spark TPC-H Scale Factor: 1 - Q21 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q21 a b c 2 4 6 8 10 6.02661514 6.00196791 5.84427834
Apache Spark TPC-H Scale Factor: 1 - Q20 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q20 a b c 0.4464 0.8928 1.3392 1.7856 2.232 1.98389852 1.89088869 1.86651027
Apache Spark TPC-H Scale Factor: 1 - Q19 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q19 a b c 0.111 0.222 0.333 0.444 0.555 0.49329549 0.48743689 0.48511827
Apache Spark TPC-H Scale Factor: 1 - Q18 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q18 a b c 0.7434 1.4868 2.2302 2.9736 3.717 3.23498678 3.30404043 3.07040811
Apache Spark TPC-H Scale Factor: 1 - Q17 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q17 a b c 0.4843 0.9686 1.4529 1.9372 2.4215 2.03973651 1.99548805 2.15241623
Apache Spark TPC-H Scale Factor: 1 - Q16 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q16 a b c 0.2119 0.4238 0.6357 0.8476 1.0595 0.92593056 0.83235848 0.94181794
Apache Spark TPC-H Scale Factor: 1 - Q15 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q15 a b c 0.3647 0.7294 1.0941 1.4588 1.8235 1.62079513 1.54829574 1.55975080
Apache Spark TPC-H Scale Factor: 1 - Q14 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q14 a b c 0.3055 0.611 0.9165 1.222 1.5275 1.29217482 1.35796571 1.35046673
Apache Spark TPC-H Scale Factor: 1 - Q13 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q13 a b c 0.1912 0.3824 0.5736 0.7648 0.956 0.84505594 0.76787025 0.84979033
Apache Spark TPC-H Scale Factor: 1 - Q12 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q12 a b c 0.3081 0.6162 0.9243 1.2324 1.5405 1.32404113 1.36916709 1.28390682
Apache Spark TPC-H Scale Factor: 1 - Q11 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q11 a b c 0.1704 0.3408 0.5112 0.6816 0.852 0.75734341 0.72336912 0.69618446
Apache Spark TPC-H Scale Factor: 1 - Q10 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q10 a b c 0.4931 0.9862 1.4793 1.9724 2.4655 2.19158959 2.07343245 2.11511016
Apache Spark TPC-H Scale Factor: 1 - Q09 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q09 a b c 0.7171 1.4342 2.1513 2.8684 3.5855 3.10479283 3.18722510 3.09847164
Apache Spark TPC-H Scale Factor: 1 - Q08 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q08 a b c 0.36 0.72 1.08 1.44 1.8 1.58599615 1.59978378 1.57654107
Apache Spark TPC-H Scale Factor: 1 - Q07 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q07 a b c 0.5641 1.1282 1.6923 2.2564 2.8205 2.50697136 2.34698224 2.42848158
Apache Spark TPC-H Scale Factor: 1 - Q06 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q06 a b c 0.0866 0.1732 0.2598 0.3464 0.433 0.37237483 0.38475433 0.30270249
Apache Spark TPC-H Scale Factor: 1 - Q05 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q05 a b c 0.5534 1.1068 1.6602 2.2136 2.767 2.45946813 2.45459294 2.39056325
Apache Spark TPC-H Scale Factor: 1 - Q04 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q04 a b c 0.5292 1.0584 1.5876 2.1168 2.646 2.33742785 2.35218143 2.14378142
Apache Spark TPC-H Scale Factor: 1 - Q03 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q03 a b c 0.5815 1.163 1.7445 2.326 2.9075 2.51740241 2.53519988 2.58462906
Apache Spark TPC-H Scale Factor: 1 - Q02 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q02 a b c 0.3377 0.6754 1.0131 1.3508 1.6885 1.50106955 1.41991067 1.37367940
Apache Spark TPC-H Scale Factor: 1 - Q01 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q01 a b c 0.7101 1.4202 2.1303 2.8404 3.5505 3.11813903 3.15593004 3.09720683
Phoronix Test Suite v10.8.4