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&grw&sro&rro .
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 xmrig: KawPow - 1M xmrig: Monero - 1M xmrig: Wownero - 1M xmrig: GhostRider - 1M xmrig: CryptoNight-Heavy - 1M xmrig: CryptoNight-Femto UPX2 - 1M spark-tpch: 1 - Geometric Mean Of All Queries spark-tpch: 10 - Geometric Mean Of All Queries spark-tpch: 50 - Geometric Mean Of All Queries spark-tpch: 100 - Geometric Mean Of All Queries spark-tpch: 1 - Q01 spark-tpch: 1 - Q02 spark-tpch: 1 - Q03 spark-tpch: 1 - Q04 spark-tpch: 1 - Q05 spark-tpch: 1 - Q06 spark-tpch: 1 - Q07 spark-tpch: 1 - Q08 spark-tpch: 1 - Q09 spark-tpch: 1 - Q10 spark-tpch: 1 - Q11 spark-tpch: 1 - Q12 spark-tpch: 1 - Q13 spark-tpch: 1 - Q14 spark-tpch: 1 - Q15 spark-tpch: 1 - Q16 spark-tpch: 1 - Q17 spark-tpch: 1 - Q18 spark-tpch: 1 - Q19 spark-tpch: 1 - Q20 spark-tpch: 1 - Q21 spark-tpch: 1 - Q22 spark-tpch: 10 - Q01 spark-tpch: 10 - Q02 spark-tpch: 10 - Q03 spark-tpch: 10 - Q04 spark-tpch: 10 - Q05 spark-tpch: 10 - Q06 spark-tpch: 10 - Q07 spark-tpch: 10 - Q08 spark-tpch: 10 - Q09 spark-tpch: 10 - Q10 spark-tpch: 10 - Q11 spark-tpch: 10 - Q12 spark-tpch: 10 - Q13 spark-tpch: 10 - Q14 spark-tpch: 10 - Q15 spark-tpch: 10 - Q16 spark-tpch: 10 - Q17 spark-tpch: 10 - Q18 spark-tpch: 10 - Q19 spark-tpch: 10 - Q20 spark-tpch: 10 - Q21 spark-tpch: 10 - Q22 spark-tpch: 50 - Q01 spark-tpch: 50 - Q02 spark-tpch: 50 - Q03 spark-tpch: 50 - Q04 spark-tpch: 50 - Q05 spark-tpch: 50 - Q06 spark-tpch: 50 - Q07 spark-tpch: 50 - Q08 spark-tpch: 50 - Q09 spark-tpch: 50 - Q10 spark-tpch: 50 - Q11 spark-tpch: 50 - Q12 spark-tpch: 50 - Q13 spark-tpch: 50 - Q14 spark-tpch: 50 - Q15 spark-tpch: 50 - Q16 spark-tpch: 50 - Q17 spark-tpch: 50 - Q18 spark-tpch: 50 - Q19 spark-tpch: 50 - Q20 spark-tpch: 50 - Q21 spark-tpch: 50 - Q22 spark-tpch: 100 - Q01 spark-tpch: 100 - Q02 spark-tpch: 100 - Q03 spark-tpch: 100 - Q04 spark-tpch: 100 - Q05 spark-tpch: 100 - Q06 spark-tpch: 100 - Q07 spark-tpch: 100 - Q08 spark-tpch: 100 - Q09 spark-tpch: 100 - Q10 spark-tpch: 100 - Q11 spark-tpch: 100 - Q12 spark-tpch: 100 - Q13 spark-tpch: 100 - Q14 spark-tpch: 100 - Q15 spark-tpch: 100 - Q16 spark-tpch: 100 - Q17 spark-tpch: 100 - Q18 spark-tpch: 100 - Q19 spark-tpch: 100 - Q20 spark-tpch: 100 - Q21 spark-tpch: 100 - Q22 a b c 60295.4 58795.9 72056.5 13538.8 57025.5 57205 1.51891356 4.96799863 13.42474055 24.16959226 3.11813903 1.50106955 2.51740241 2.33742785 2.45946813 0.37237483 2.50697136 1.58599615 3.10479283 2.19158959 0.75734341 1.32404113 0.84505594 1.29217482 1.62079513 0.92593056 2.03973651 3.23498678 0.49329549 1.98389852 6.02661514 0.76568067 4.49434376 3.3848443 6.13379049 5.05504417 8.41058254 1.56427085 6.51667595 7.11018515 11.03013134 6.88861942 3.71962643 4.49249029 3.01429987 3.02889991 2.91853523 3.1867218 6.41755915 8.24496555 2.95919561 5.55879831 17.45407677 2.37985826 10.04148006 7.35925674 21.63772011 13.12432957 21.03942108 6.49295807 17.2942524 18.46334457 25.20354652 17.06746483 6.78428793 14.22867966 6.99574947 9.70560741 8.51527596 7.47283697 21.97641563 24.99852753 9.16332626 14.24179459 57.33026505 6.08925676 17.47468567 10.38261604 32.94317627 22.32920265 33.92338562 13.86988831 28.34518242 31.5261364 46.22399521 30.48651505 8.78064823 22.74088669 11.02666092 19.64035225 16.86589813 12.21855927 45.24134445 51.24792099 18.487957 27.67133522 118.82025909 10.05578136 58309 56869.9 71291.1 13457.5 56132.5 56252.5 1.47953148 5.05491803 13.43842783 24.89459416 3.15593004 1.41991067 2.53519988 2.35218143 2.45459294 0.38475433 2.34698224 1.59978378 3.1872251 2.07343245 0.72336912 1.36916709 0.76787025 1.35796571 1.54829574 0.83235848 1.99548805 3.30404043 0.48743689 1.89088869 6.00196791 0.69433546 4.413764 3.47544336 6.34404755 5.34387636 8.36106014 1.6247859 6.81242418 7.1416297 10.61659718 7.00270653 3.85801053 4.45917034 3.12149072 3.12050486 2.92201185 3.19056916 6.5029707 9.53253078 2.93612957 5.57176781 17.83976555 2.39569354 10.11860847 7.31851864 21.53642464 12.18541241 21.53473663 6.49882984 17.31156731 18.72630501 25.01174927 17.15024948 6.60671139 13.83334732 7.16858625 10.06569386 8.38387203 7.53124523 21.84548569 25.0187664 9.2835331 14.14790058 57.92815399 6.05252361 17.49611473 10.54655838 30.52789307 25.0573082 34.67943192 13.94176483 30.19837761 31.82734108 47.60396576 33.98863602 8.79490376 24.91334152 11.47577477 19.32258987 16.99094009 14.32119465 44.39985275 56.14859009 18.80553055 24.60857964 114.37428284 10.88104343 58496.6 57800.1 72432.3 13610.6 56481.2 56423.9 1.47767494 5.04063531 13.50899161 25.00183943 3.09720683 1.3736794 2.58462906 2.14378142 2.39056325 0.30270249 2.42848158 1.57654107 3.09847164 2.11511016 0.69618446 1.28390682 0.84979033 1.35046673 1.5597508 0.94181794 2.15241623 3.07040811 0.48511827 1.86651027 5.84427834 0.64223039 4.60054493 3.37414861 6.81219864 4.91738033 8.35870838 1.63041437 6.87554359 7.02749777 10.71341515 7.00415373 3.85913682 4.67835808 3.14841723 3.07320762 2.92050409 3.17122769 6.53743744 8.4383955 2.92710781 5.62863016 17.36117744 2.55949187 10.19892216 7.10811806 18.04907227 12.77232361 19.8144207 6.588696 17.22501183 18.48754501 26.16338921 16.95269394 6.62817478 14.03540802 7.28804493 10.18012333 8.26745319 7.8119607 21.92030144 25.22075081 9.21878719 14.11793709 56.83037949 6.09238052 17.4994297 10.39291859 34.77074814 25.66960716 34.22718811 14.24522972 29.11835098 31.84581757 50.95513916 32.76418686 8.89297771 25.15987015 11.42175198 18.99903679 16.79269409 12.61252785 46.38251877 52.03686905 18.87691689 28.08350563 121.33037567 10.98448753 OpenBenchmarking.org
Xmrig Variant: KawPow - Hash Count: 1M OpenBenchmarking.org H/s, More Is Better Xmrig 6.21 Variant: KawPow - Hash Count: 1M c b a 13K 26K 39K 52K 65K 58496.6 58309.0 60295.4 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 c b a 13K 26K 39K 52K 65K 57800.1 56869.9 58795.9 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 c b a 16K 32K 48K 64K 80K 72432.3 71291.1 72056.5 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 c b a 3K 6K 9K 12K 15K 13610.6 13457.5 13538.8 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 c b a 12K 24K 36K 48K 60K 56481.2 56132.5 57025.5 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-Femto UPX2 - Hash Count: 1M OpenBenchmarking.org H/s, More Is Better Xmrig 6.21 Variant: CryptoNight-Femto UPX2 - Hash Count: 1M c b a 12K 24K 36K 48K 60K 56423.9 56252.5 57205.0 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 c b a 0.3418 0.6836 1.0254 1.3672 1.709 1.47767494 1.47953148 1.51891356 MIN: 0.49 / MAX: 5.84 MIN: 0.49 / MAX: 6 MIN: 0.49 / MAX: 6.03
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 c b a 1.1374 2.2748 3.4122 4.5496 5.687 5.04063531 5.05491803 4.96799863 MIN: 2.56 / MAX: 17.36 MIN: 2.4 / MAX: 17.84 MIN: 2.38 / MAX: 17.45
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 c b a 3 6 9 12 15 13.51 13.44 13.42 MIN: 6.09 / MAX: 56.83 MIN: 6.05 / MAX: 57.93 MIN: 6.09 / MAX: 57.33
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 c b a 6 12 18 24 30 25.00 24.89 24.17 MIN: 8.89 / MAX: 121.33 MIN: 8.79 / MAX: 114.37 MIN: 8.78 / MAX: 118.82
Apache Spark TPC-H Scale Factor: 1 - Q01 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q01 c b a 0.7101 1.4202 2.1303 2.8404 3.5505 3.09720683 3.15593004 3.11813903
Apache Spark TPC-H Scale Factor: 1 - Q02 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q02 c b a 0.3377 0.6754 1.0131 1.3508 1.6885 1.37367940 1.41991067 1.50106955
Apache Spark TPC-H Scale Factor: 1 - Q03 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q03 c b a 0.5815 1.163 1.7445 2.326 2.9075 2.58462906 2.53519988 2.51740241
Apache Spark TPC-H Scale Factor: 1 - Q04 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q04 c b a 0.5292 1.0584 1.5876 2.1168 2.646 2.14378142 2.35218143 2.33742785
Apache Spark TPC-H Scale Factor: 1 - Q05 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q05 c b a 0.5534 1.1068 1.6602 2.2136 2.767 2.39056325 2.45459294 2.45946813
Apache Spark TPC-H Scale Factor: 1 - Q06 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q06 c b a 0.0866 0.1732 0.2598 0.3464 0.433 0.30270249 0.38475433 0.37237483
Apache Spark TPC-H Scale Factor: 1 - Q07 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q07 c b a 0.5641 1.1282 1.6923 2.2564 2.8205 2.42848158 2.34698224 2.50697136
Apache Spark TPC-H Scale Factor: 1 - Q08 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q08 c b a 0.36 0.72 1.08 1.44 1.8 1.57654107 1.59978378 1.58599615
Apache Spark TPC-H Scale Factor: 1 - Q09 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q09 c b a 0.7171 1.4342 2.1513 2.8684 3.5855 3.09847164 3.18722510 3.10479283
Apache Spark TPC-H Scale Factor: 1 - Q10 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q10 c b a 0.4931 0.9862 1.4793 1.9724 2.4655 2.11511016 2.07343245 2.19158959
Apache Spark TPC-H Scale Factor: 1 - Q11 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q11 c b a 0.1704 0.3408 0.5112 0.6816 0.852 0.69618446 0.72336912 0.75734341
Apache Spark TPC-H Scale Factor: 1 - Q12 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q12 c b a 0.3081 0.6162 0.9243 1.2324 1.5405 1.28390682 1.36916709 1.32404113
Apache Spark TPC-H Scale Factor: 1 - Q13 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q13 c b a 0.1912 0.3824 0.5736 0.7648 0.956 0.84979033 0.76787025 0.84505594
Apache Spark TPC-H Scale Factor: 1 - Q14 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q14 c b a 0.3055 0.611 0.9165 1.222 1.5275 1.35046673 1.35796571 1.29217482
Apache Spark TPC-H Scale Factor: 1 - Q15 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q15 c b a 0.3647 0.7294 1.0941 1.4588 1.8235 1.55975080 1.54829574 1.62079513
Apache Spark TPC-H Scale Factor: 1 - Q16 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q16 c b a 0.2119 0.4238 0.6357 0.8476 1.0595 0.94181794 0.83235848 0.92593056
Apache Spark TPC-H Scale Factor: 1 - Q17 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q17 c b a 0.4843 0.9686 1.4529 1.9372 2.4215 2.15241623 1.99548805 2.03973651
Apache Spark TPC-H Scale Factor: 1 - Q18 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q18 c b a 0.7434 1.4868 2.2302 2.9736 3.717 3.07040811 3.30404043 3.23498678
Apache Spark TPC-H Scale Factor: 1 - Q19 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q19 c b a 0.111 0.222 0.333 0.444 0.555 0.48511827 0.48743689 0.49329549
Apache Spark TPC-H Scale Factor: 1 - Q20 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q20 c b a 0.4464 0.8928 1.3392 1.7856 2.232 1.86651027 1.89088869 1.98389852
Apache Spark TPC-H Scale Factor: 1 - Q21 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q21 c b a 2 4 6 8 10 5.84427834 6.00196791 6.02661514
Apache Spark TPC-H Scale Factor: 1 - Q22 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 1 - Q22 c b a 0.1723 0.3446 0.5169 0.6892 0.8615 0.64223039 0.69433546 0.76568067
Apache Spark TPC-H Scale Factor: 10 - Q01 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q01 c b a 1.0351 2.0702 3.1053 4.1404 5.1755 4.60054493 4.41376400 4.49434376
Apache Spark TPC-H Scale Factor: 10 - Q02 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q02 c b a 0.782 1.564 2.346 3.128 3.91 3.37414861 3.47544336 3.38484430
Apache Spark TPC-H Scale Factor: 10 - Q03 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q03 c b a 2 4 6 8 10 6.81219864 6.34404755 6.13379049
Apache Spark TPC-H Scale Factor: 10 - Q04 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q04 c b a 1.2024 2.4048 3.6072 4.8096 6.012 4.91738033 5.34387636 5.05504417
Apache Spark TPC-H Scale Factor: 10 - Q05 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q05 c b a 2 4 6 8 10 8.35870838 8.36106014 8.41058254
Apache Spark TPC-H Scale Factor: 10 - Q06 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q06 c b a 0.3668 0.7336 1.1004 1.4672 1.834 1.63041437 1.62478590 1.56427085
Apache Spark TPC-H Scale Factor: 10 - Q07 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q07 c b a 2 4 6 8 10 6.87554359 6.81242418 6.51667595
Apache Spark TPC-H Scale Factor: 10 - Q08 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q08 c b a 2 4 6 8 10 7.02749777 7.14162970 7.11018515
Apache Spark TPC-H Scale Factor: 10 - Q09 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q09 c b a 3 6 9 12 15 10.71 10.62 11.03
Apache Spark TPC-H Scale Factor: 10 - Q10 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q10 c b a 2 4 6 8 10 7.00415373 7.00270653 6.88861942
Apache Spark TPC-H Scale Factor: 10 - Q11 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q11 c b a 0.8683 1.7366 2.6049 3.4732 4.3415 3.85913682 3.85801053 3.71962643
Apache Spark TPC-H Scale Factor: 10 - Q12 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q12 c b a 1.0526 2.1052 3.1578 4.2104 5.263 4.67835808 4.45917034 4.49249029
Apache Spark TPC-H Scale Factor: 10 - Q13 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q13 c b a 0.7084 1.4168 2.1252 2.8336 3.542 3.14841723 3.12149072 3.01429987
Apache Spark TPC-H Scale Factor: 10 - Q14 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q14 c b a 0.7021 1.4042 2.1063 2.8084 3.5105 3.07320762 3.12050486 3.02889991
Apache Spark TPC-H Scale Factor: 10 - Q15 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q15 c b a 0.6575 1.315 1.9725 2.63 3.2875 2.92050409 2.92201185 2.91853523
Apache Spark TPC-H Scale Factor: 10 - Q16 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q16 c b a 0.7179 1.4358 2.1537 2.8716 3.5895 3.17122769 3.19056916 3.18672180
Apache Spark TPC-H Scale Factor: 10 - Q17 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q17 c b a 2 4 6 8 10 6.53743744 6.50297070 6.41755915
Apache Spark TPC-H Scale Factor: 10 - Q18 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q18 c b a 3 6 9 12 15 8.43839550 9.53253078 8.24496555
Apache Spark TPC-H Scale Factor: 10 - Q19 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q19 c b a 0.6658 1.3316 1.9974 2.6632 3.329 2.92710781 2.93612957 2.95919561
Apache Spark TPC-H Scale Factor: 10 - Q20 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q20 c b a 1.2664 2.5328 3.7992 5.0656 6.332 5.62863016 5.57176781 5.55879831
Apache Spark TPC-H Scale Factor: 10 - Q21 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q21 c b a 4 8 12 16 20 17.36 17.84 17.45
Apache Spark TPC-H Scale Factor: 10 - Q22 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 10 - Q22 c b a 0.5759 1.1518 1.7277 2.3036 2.8795 2.55949187 2.39569354 2.37985826
Apache Spark TPC-H Scale Factor: 50 - Q01 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q01 c b a 3 6 9 12 15 10.20 10.12 10.04
Apache Spark TPC-H Scale Factor: 50 - Q02 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q02 c b a 2 4 6 8 10 7.10811806 7.31851864 7.35925674
Apache Spark TPC-H Scale Factor: 50 - Q03 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q03 c b a 5 10 15 20 25 18.05 21.54 21.64
Apache Spark TPC-H Scale Factor: 50 - Q04 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q04 c b a 3 6 9 12 15 12.77 12.19 13.12
Apache Spark TPC-H Scale Factor: 50 - Q05 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q05 c b a 5 10 15 20 25 19.81 21.53 21.04
Apache Spark TPC-H Scale Factor: 50 - Q06 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q06 c b a 2 4 6 8 10 6.58869600 6.49882984 6.49295807
Apache Spark TPC-H Scale Factor: 50 - Q07 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q07 c b a 4 8 12 16 20 17.23 17.31 17.29
Apache Spark TPC-H Scale Factor: 50 - Q08 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q08 c b a 5 10 15 20 25 18.49 18.73 18.46
Apache Spark TPC-H Scale Factor: 50 - Q09 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q09 c b a 6 12 18 24 30 26.16 25.01 25.20
Apache Spark TPC-H Scale Factor: 50 - Q10 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q10 c b a 4 8 12 16 20 16.95 17.15 17.07
Apache Spark TPC-H Scale Factor: 50 - Q11 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q11 c b a 2 4 6 8 10 6.62817478 6.60671139 6.78428793
Apache Spark TPC-H Scale Factor: 50 - Q12 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q12 c b a 4 8 12 16 20 14.04 13.83 14.23
Apache Spark TPC-H Scale Factor: 50 - Q13 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q13 c b a 2 4 6 8 10 7.28804493 7.16858625 6.99574947
Apache Spark TPC-H Scale Factor: 50 - Q14 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q14 c b a 3 6 9 12 15 10.18012333 10.06569386 9.70560741
Apache Spark TPC-H Scale Factor: 50 - Q15 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q15 c b a 2 4 6 8 10 8.26745319 8.38387203 8.51527596
Apache Spark TPC-H Scale Factor: 50 - Q16 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q16 c b a 2 4 6 8 10 7.81196070 7.53124523 7.47283697
Apache Spark TPC-H Scale Factor: 50 - Q17 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q17 c b a 5 10 15 20 25 21.92 21.85 21.98
Apache Spark TPC-H Scale Factor: 50 - Q18 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q18 c b a 6 12 18 24 30 25.22 25.02 25.00
Apache Spark TPC-H Scale Factor: 50 - Q19 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q19 c b a 3 6 9 12 15 9.21878719 9.28353310 9.16332626
Apache Spark TPC-H Scale Factor: 50 - Q20 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q20 c b a 4 8 12 16 20 14.12 14.15 14.24
Apache Spark TPC-H Scale Factor: 50 - Q21 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q21 c b a 13 26 39 52 65 56.83 57.93 57.33
Apache Spark TPC-H Scale Factor: 50 - Q22 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 50 - Q22 c b a 2 4 6 8 10 6.09238052 6.05252361 6.08925676
Apache Spark TPC-H Scale Factor: 100 - Q01 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q01 c b a 4 8 12 16 20 17.50 17.50 17.47
Apache Spark TPC-H Scale Factor: 100 - Q02 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q02 c b a 3 6 9 12 15 10.39 10.55 10.38
Apache Spark TPC-H Scale Factor: 100 - Q03 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q03 c b a 8 16 24 32 40 34.77 30.53 32.94
Apache Spark TPC-H Scale Factor: 100 - Q04 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q04 c b a 6 12 18 24 30 25.67 25.06 22.33
Apache Spark TPC-H Scale Factor: 100 - Q05 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q05 c b a 8 16 24 32 40 34.23 34.68 33.92
Apache Spark TPC-H Scale Factor: 100 - Q06 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q06 c b a 4 8 12 16 20 14.25 13.94 13.87
Apache Spark TPC-H Scale Factor: 100 - Q07 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q07 c b a 7 14 21 28 35 29.12 30.20 28.35
Apache Spark TPC-H Scale Factor: 100 - Q08 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q08 c b a 7 14 21 28 35 31.85 31.83 31.53
Apache Spark TPC-H Scale Factor: 100 - Q09 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q09 c b a 11 22 33 44 55 50.96 47.60 46.22
Apache Spark TPC-H Scale Factor: 100 - Q10 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q10 c b a 8 16 24 32 40 32.76 33.99 30.49
Apache Spark TPC-H Scale Factor: 100 - Q11 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q11 c b a 2 4 6 8 10 8.89297771 8.79490376 8.78064823
Apache Spark TPC-H Scale Factor: 100 - Q12 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q12 c b a 6 12 18 24 30 25.16 24.91 22.74
Apache Spark TPC-H Scale Factor: 100 - Q13 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q13 c b a 3 6 9 12 15 11.42 11.48 11.03
Apache Spark TPC-H Scale Factor: 100 - Q14 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q14 c b a 5 10 15 20 25 19.00 19.32 19.64
Apache Spark TPC-H Scale Factor: 100 - Q15 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q15 c b a 4 8 12 16 20 16.79 16.99 16.87
Apache Spark TPC-H Scale Factor: 100 - Q16 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q16 c b a 4 8 12 16 20 12.61 14.32 12.22
Apache Spark TPC-H Scale Factor: 100 - Q17 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q17 c b a 11 22 33 44 55 46.38 44.40 45.24
Apache Spark TPC-H Scale Factor: 100 - Q18 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q18 c b a 13 26 39 52 65 52.04 56.15 51.25
Apache Spark TPC-H Scale Factor: 100 - Q19 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q19 c b a 5 10 15 20 25 18.88 18.81 18.49
Apache Spark TPC-H Scale Factor: 100 - Q20 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q20 c b a 7 14 21 28 35 28.08 24.61 27.67
Apache Spark TPC-H Scale Factor: 100 - Q21 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q21 c b a 30 60 90 120 150 121.33 114.37 118.82
Apache Spark TPC-H Scale Factor: 100 - Q22 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-H 3.5 Scale Factor: 100 - Q22 c b a 3 6 9 12 15 10.98 10.88 10.06
Phoronix Test Suite v10.8.5