Spark TPC-DS Benchmarks

Spark TPC-DS benchmarks across C2D / C3D / N2D standard and highmem instances on Ubuntu 22.04 LTS within Google GCE. Benchmarks by Michael Larabel. Focused on 3TB and 10TB scale factor along with 50GB just as a "smoke run".

HTML result view exported from: https://openbenchmarking.org/result/2403108-PTS-SPARKTPC62&rdt&grs.

Spark TPC-DS BenchmarksProcessorMotherboardChipsetMemoryDiskNetworkOSKernelVulkanCompilerFile-SystemSystem Layerc3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32AMD EPYC 9B14 (30 Cores / 60 Threads)Google Compute Engine c3d-standard-60Intel 440FX 82441FX PMC15 x 16 GB RAM11811GB nvme_card-pdGoogle Compute Engine VirtualUbuntu 22.046.2.0-1019-gcp (x86_64)1.3.238GCC 11.4.0ext4KVM2 x AMD EPYC 7B12 (32 Cores / 64 Threads)Google Compute Engine n2d-standard-6416 x GB RAM11811GB PersistentDiskRed Hat Virtio deviceAMD EPYC 7B13 (28 Cores / 56 Threads)Google Compute Engine c2d-standard-5614 x 16 GB RAMAMD EPYC 9B14 (30 Cores / 60 Threads)Google Compute Engine c3d-highmem-6030 x 16GB RAM11811GB nvme_card-pdGoogle Compute Engine Virtual2 x AMD EPYC 7B12 (32 Cores / 64 Threads)Google Compute Engine n2d-highmem-6432 x 16GB RAM11811GB PersistentDiskRed Hat Virtio deviceAMD EPYC 7B13 (28 Cores / 56 Threads)Google Compute Engine c2d-highmem-5628 x 16GB RAMAMD EPYC 9B14 (15 Cores / 30 Threads)Google Compute Engine c3d-standard-3016 + 16 + 16 + 16 + 16 + 16 + 16 + 8 RAM11811GB nvme_card-pdGoogle Compute Engine Virtual2 x AMD EPYC 7B12 (16 Cores / 32 Threads)Google Compute Engine n2d-standard-328 x 16GB RAM11811GB PersistentDiskRed Hat Virtio device6.5.0-1013-gcp (x86_64)AMD EPYC 7B13 (16 Cores / 32 Threads)Google Compute Engine c2d-standard-32AMD EPYC 9B14 (15 Cores / 30 Threads)Google Compute Engine c3d-highmem-3015 x 16GB RAM11811GB nvme_card-pdGoogle Compute Engine Virtual1.3.255AMD EPYC 7B13 (16 Cores / 32 Threads)Google Compute Engine c2d-highmem-3216 x 16GB RAM11811GB PersistentDiskRed Hat Virtio device2 x AMD EPYC 7B12 (16 Cores / 32 Threads)Google Compute Engine n2d-highmem-326.5.0-1014-gcp (x86_64)OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler 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,brig,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-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/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- CPU Microcode: 0xffffffffJava Details- OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu122.04)Python Details- Python 3.10.12Security Details- c3d-standard-60: 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 Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - n2d-standard-64: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + 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 Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - c2d-standard-56: 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 Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - c3d-highmem-60: 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 Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - n2d-highmem-64: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + 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 Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - c2d-highmem-56: 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 Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - c3d-standard-30: 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 Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - n2d-standard-32: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - c2d-standard-32: 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 no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - c3d-highmem-30: 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 no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - c2d-highmem-32: 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 no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - n2d-highmem-32: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Spark TPC-DS Benchmarksspark-tpcds: 3000 - Q42spark-tpcds: 3000 - Q68spark-tpcds: 3000 - Q13spark-tpcds: 10000 - Q13spark-tpcds: 3000 - Q36spark-tpcds: 10000 - Q09spark-tpcds: 3000 - Q66spark-tpcds: 3000 - Q49spark-tpcds: 10000 - Q36spark-tpcds: 3000 - Q61spark-tpcds: 50 - Q75spark-tpcds: 3000 - Q58spark-tpcds: 10000 - Q82spark-tpcds: 3000 - Q27spark-tpcds: 3000 - Q55spark-tpcds: 50 - Q38spark-tpcds: 3000 - Q56spark-tpcds: 50 - Q49spark-tpcds: 50 - Q31spark-tpcds: 3000 - Q60spark-tpcds: 50 - Q51spark-tpcds: 3000 - Q19spark-tpcds: 50 - Q65spark-tpcds: 3000 - Q77spark-tpcds: 50 - Q30spark-tpcds: 50 - Q87spark-tpcds: 10000 - Q70spark-tpcds: 50 - Q77spark-tpcds: 50 - Q39spark-tpcds: 50 - Q33spark-tpcds: 3000 - Q96spark-tpcds: 3000 - Q90spark-tpcds: 10000 - Q90spark-tpcds: 3000 - Q88spark-tpcds: 50 - Q47spark-tpcds: 50 - Q28spark-tpcds: 10000 - Q88spark-tpcds: 50 - Q69spark-tpcds: 50 - Q10spark-tpcds: 50 - Q94spark-tpcds: 10000 - Q44spark-tpcds: 50 - Q35spark-tpcds: 50 - Q05spark-tpcds: 10000 - Q19spark-tpcds: 10000 - Q96spark-tpcds: 10000 - Q92spark-tpcds: 10000 - Q55spark-tpcds: 10000 - Q08spark-tpcds: 50 - Q84spark-tpcds: 50 - Q92spark-tpcds: 50 - Q40spark-tpcds: 10000 - Q52spark-tpcds: 10000 - Q84spark-tpcds: 10000 - Q68spark-tpcds: 3000 - Q70spark-tpcds: 3000 - Q08spark-tpcds: 10000 - Q86spark-tpcds: 50 - Q95spark-tpcds: 10000 - Q48spark-tpcds: 10000 - Q95spark-tpcds: 3000 - Q57spark-tpcds: 10000 - Q83spark-tpcds: 10000 - Q73spark-tpcds: 3000 - Q03spark-tpcds: 3000 - Q84spark-tpcds: 10000 - Q27spark-tpcds: 10000 - Q47spark-tpcds: 3000 - Q33spark-tpcds: 3000 - Q91spark-tpcds: 3000 - Q83spark-tpcds: 3000 - Q92spark-tpcds: 10000 - Q46spark-tpcds: 50 - Q03spark-tpcds: 10000 - Q53spark-tpcds: 50 - Q46spark-tpcds: 10000 - Q62spark-tpcds: 10000 - Q34spark-tpcds: 3000 - Q73spark-tpcds: 10000 - Q61spark-tpcds: 10000 - Q43spark-tpcds: 10000 - Q63spark-tpcds: 3000 - Q48spark-tpcds: 3000 - Q53spark-tpcds: 3000 - Q46spark-tpcds: 10000 - Q89spark-tpcds: 3000 - Q86spark-tpcds: 3000 - Q06spark-tpcds: 3000 - Q02spark-tpcds: 3000 - Q62spark-tpcds: 10000 - Q07spark-tpcds: 50 - Q81spark-tpcds: 3000 - Q94spark-tpcds: 50 - Q91spark-tpcds: 10000 - Q28spark-tpcds: 10000 - Q41spark-tpcds: 50 - Q76spark-tpcds: 50 - Q97spark-tpcds: 3000 - Q95spark-tpcds: 50 - Q36spark-tpcds: 10000 - Q59spark-tpcds: 3000 - Q63spark-tpcds: 3000 - Q34spark-tpcds: 50 - Q71spark-tpcds: 3000 - Q47spark-tpcds: 50 - Q15spark-tpcds: 3000 - Q59spark-tpcds: 50 - Q68spark-tpcds: 50 - Q59spark-tpcds: 3000 - Q28spark-tpcds: 3000 - Q43spark-tpcds: 3000 - Q89spark-tpcds: 50 - Q64spark-tpcds: 50 - Q82spark-tpcds: 50 - Q43spark-tpcds: 50 - Q53spark-tpcds: 50 - Q22spark-tpcds: 50 - Q79spark-tpcds: 50 - Q61spark-tpcds: 3000 - Q79spark-tpcds: 3000 - Q85spark-tpcds: 50 - Q08spark-tpcds: 50 - Q63spark-tpcds: 50 - Q98spark-tpcds: 50 - Q45spark-tpcds: 50 - Q14spark-tpcds: 50 - Q02spark-tpcds: 10000 - Q39spark-tpcds: 50 - Q54spark-tpcds: 3000 - Q41spark-tpcds: 50 - Q89spark-tpcds: 50 - Q09spark-tpcds: 50 - Q44spark-tpcds: 10000 - Q85spark-tpcds: 10000 - Q12spark-tpcds: 50 - Q41spark-tpcds: 50 - Q20spark-tpcds: 50 - Q12spark-tpcds: 50 - Q70spark-tpcds: 3000 - Q12spark-tpcds: 3000 - Q20spark-tpcds: 3000 - Q99spark-tpcds: 10000 - Q79spark-tpcds: 10000 - Q94spark-tpcds: 10000 - Q21spark-tpcds: 10000 - Q30spark-tpcds: 10000 - Q98spark-tpcds: 10000 - Q45spark-tpcds: 50 - Q23spark-tpcds: 10000 - Q06spark-tpcds: 3000 - Q30spark-tpcds: 50 - Q78spark-tpcds: 10000 - Q01spark-tpcds: 3000 - Q25spark-tpcds: 3000 - Q21spark-tpcds: 50 - Q93spark-tpcds: 3000 - Q98spark-tpcds: 50 - Q06spark-tpcds: 50 - Q04spark-tpcds: 50 - Q80spark-tpcds: 50 - Q11spark-tpcds: 50 - Q17spark-tpcds: 3000 - Q15spark-tpcds: 50 - Q74spark-tpcds: 10000 - Q65spark-tpcds: 50 - Q24spark-tpcds: 3000 - Q40spark-tpcds: 50 - Q25spark-tpcds: 3000 - Q01spark-tpcds: 3000 - Q45spark-tpcds: 10000 - Q51spark-tpcds: 3000 - Q81spark-tpcds: 3000 - Q17spark-tpcds: 50 - Q50spark-tpcds: 3000 - Q51spark-tpcds: 50 - Q29spark-tpcds: 3000 - Q65spark-tpcds: 50 - Q67spark-tpcds: 3000 - Q72spark-tpcds: 50 - Q72spark-tpcds: 3000 - Q31spark-tpcds: 10000 - Q81spark-tpcds: 10000 - Q31spark-tpcds: 3000 - Q54spark-tpcds: 3000 - Q18spark-tpcds: 10000 - Q91spark-tpcds: 10000 - Q42spark-tpcds: 10000 - Q03spark-tpcds: 3000 - Q82spark-tpcds: 3000 - Q76spark-tpcds: 3000 - Q71spark-tpcds: 3000 - Q52spark-tpcds: 3000 - Q44spark-tpcds: 3000 - Q39spark-tpcds: 3000 - Q37spark-tpcds: 3000 - Q32spark-tpcds: 3000 - Q26spark-tpcds: 3000 - Q09spark-tpcds: 3000 - Q07spark-tpcds: 50 - Q99spark-tpcds: 50 - Q96spark-tpcds: 50 - Q90spark-tpcds: 50 - Q88spark-tpcds: 50 - Q86spark-tpcds: 50 - Q85spark-tpcds: 50 - Q83spark-tpcds: 50 - Q73spark-tpcds: 50 - Q66spark-tpcds: 50 - Q62spark-tpcds: 50 - Q60spark-tpcds: 50 - Q58spark-tpcds: 50 - Q57spark-tpcds: 50 - Q56spark-tpcds: 50 - Q55spark-tpcds: 50 - Q52spark-tpcds: 50 - Q48spark-tpcds: 50 - Q42spark-tpcds: 50 - Q37spark-tpcds: 50 - Q34spark-tpcds: 50 - Q32spark-tpcds: 50 - Q27spark-tpcds: 50 - Q26spark-tpcds: 50 - Q21spark-tpcds: 50 - Q19spark-tpcds: 50 - Q18spark-tpcds: 50 - Q13spark-tpcds: 50 - Q07spark-tpcds: 50 - Q01c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3221.79109.00115.49146.9461.9897.8781.18212.8561.20114.2321.2790.9439.5078.2250.1315.23121.3912.8211.6317.4782.3511.98124.226.9515.1475.358.753.957.2517.399.109.4483.289.7312.6389.178.28.216.4671.919.9011.2584.4114.9423.3451.1549.065.745.5911.4055.3823.516.3775.9747.6523.456.6287.6342.6642.2926.3933.3676.7523.3579.99120.24123.8911.0720.5522.8966.204.4850.227.3229.7658.9533.03114.2753.3749.6885.8750.9581.5668.0623.3779.9851.6130.3084.186.8965.214.91350.773.336.8012.2143.605.99127.5550.3761.246.80120.366.31128.587.087.17350.1853.5768.1735.877.804.325.0010.087.403.0293.0144.316.084.742.316.0713.385.3412.328.713.315.925.822.8347.843.163.042.302.285.793.203.3037.2588.5464.729.3537.893.3739.459.443.3433.4717.7120.4371.5040.8273.46123.8255.2571.8412.0518.5337.7231.8265.9282.125.333.363.667.204.878.905.916.317.225.108.527.607.366.284.905.345.344.457.016.675.667.256.005.606.917.496.137.016.6435.78120.10154.32177.13108.70110.2781.47293.91112.76193.6841.99167.4856.6137.1990.7129.43206.1724.9323.8835.65141.8422.10191.3713.4328.3296.9315.448.4014.0821.6813.3413.29110.1418.9123.61113.5715.6215.5312.16136.6118.1021.70150.1721.8740.4588.9454.749.989.5121.7599.3637.6511.3100.4758.2740.611.71155.0373.3478.6643.255.8398.8040.13137.78219.13201.6217.9336.6740.58119.317.5385.4313.0349.07107.6657.54195.0691.9183.42154.7389.21143.16115.4941.02140.8967.1851.59144.711.4084.498.34604.655.9711.7920.7275.7310.09212.1184.54106.3311.38208.479.68218.6612.2911.97587.0189.98113.2913.577.507.9915.3712.344.67152.699.907.623.779.3322.498.9718.1914.575.069.279.654.524.744.953.223.579.284.594.5457.1390.5814.414.9512.614.5826.6334.7295.7456.52127.76167.40106.22120.1816.8726.1349.9255.0485.21143.877.904.946.0312.347.0015.3410.3211.7610.978.4016.0414.6612.211.117.498.348.508.2411.9912.159.6012.2610.468.1111.1611.9310.5212.3711.9022.51213.07232.57279.80122.36149.58155.03392.1989.65117.6621.4496.7271.9489.7052.8515.26153.4712.9112.7818.7299.1112.34186.037.3915.14108.469.134.118.0530.6111.2511.54100.2310.5613.29101.018.968.916.7181.5510.0411.96120.0123.8831.2452.6682.876.056.0011.1678.4525.086.50111.2682.9924.626.7989.8843.7346.6034.0434.21144.1824.4382.04124.8012.4023.1831.6969.094.7454.467.9131.3862.7734.94116.7656.1054.2691.0455.3390.9572.1125.3892.7980.5631.19133.687.1993.625.40366.923.627.5611.7442.706.48133.6553.1064.637.10124.956.53132.737.507.69363.4056.0672.0634.408.474.625.1610.837.653.25147.4347.156.535.362.456.6114.245.7912.309.113.596.146.253.0072.533.403.352.462.476.243.403.4142.7592.3792.4613.4141.493.5546.3643.3574.5342.3831.2244.913.5519.053.4612.3524.4645.1140.0223.3323.79136.0566.3377.60231.9477.7188.3712.3924.2283.3272.3482.92137.665.243.704.358.605.259.286.507.017.115.439.278.308.006.625.105.505.734.496.737.175.487.486.096.167.497.606.597.586.9921.6965.4782.2381.7860.3996.0049.99157.2158.07113.2221.1390.1429.9778.0249.9714.72103.6912.8411.6917.5875.2211.89117.587.1814.8663.538.714.017.7114.569.159.0185.109.9112.4288.758.468.506.6069.589.5711.2674.7914.3323.2250.1244.465.755.5511.2053.1223.306.4869.6648.8623.096.5683.2642.4843.4326.0231.8676.7923.2776.35118.70117.8510.3319.7923.4864.604.6250.327.3329.9159.3933.25113.8752.5051.4284.7849.6078.7567.5822.8279.7350.2630.7584.206.5454.255.07353.023.386.7911.6542.725.95129.9350.1460.346.83119.176.01130.207.077.29346.7253.4267.5533.428.234.364.8310.157.133.0688.5743.026.215.072.335.7413.875.5612.258.833.385.705.862.8745.062.983.132.362.305.792.963.1937.5187.6461.429.4038.913.3738.099.303.3434.1616.9720.7773.3533.1074.1686.2054.5269.3612.1715.5134.7629.6463.2886.014.963.393.847.154.618.926.146.546.865.058.768.147.256.444.795.355.464.206.816.605.586.846.075.567.087.586.106.997.0936.8797.54148.14152.95110.01117.8563.55257.67109.05197.7441.35173.0059.49142.1192.1728.71202.9424.6123.1633.21145.5621.42184.4913.6228.24104.7314.607.4913.1723.2713.7114.54117.6717.6222.55118.6415.4715.3511.61136.4917.9420.38146.3823.3346.3299.8258.219.499.0419.20101.7145.4611.46102.8656.4144.8111.18161.3382.2081.6248.0060.78100.4444.1144.58224.69202.8519.3136.9742.60118.297.1692.5912.3354.64108.0660.53208.6296.1590.67153.7790.26141.54122.8041.45139.2769.3854.75151.9710.9379.117.91628.905.3711.2520.3376.179.43226.5988.98106.9911.21210.6610.08226.8712.1411.85608.4993.20117.7158.2313.116.767.6015.8611.984.929.928.053.349.3122.348.7919.5314.415.539.049.484.524.364.713.583.369.184.434.9358.9384.6913.334.7413.224.8131.1539.32101.0055.45130.71153.41104.03124.3419.1724.0449.6454.6093.37147.628.095.025.6611.697.5714.9410.0410.6910.748.2715.1414.0111.7611.007.848.798.207.0211.8611.348.8911.389.828.8712.2212.169.7811.5411.4923.60114.84120.76101.6663.90144.29102.83198.0761.62118.4722.0299.0431.481.2252.3115.32148.2212.7712.6118.8488.6312.63147.177.4715.2868.269.104.208.2616.7211.8310.6997.2410.5913.0995.939.328.976.7974.2210.7312.0478.3817.4424.0452.982.46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6.805.184.966.326.606.326.295.8631.62164.28142.50263.98108.36175.29151.47350.99118.93130.7218.42102.1243.18118.3853.0913.82157.3711.9711.93138.1116.3793.5610.86193.837.2214.42122.898.294.437.6624.7413.1712.71156.0310.1012.54157.138.558.446.45112.679.9611.8789.7926.7137.0354.3181.975.525.3612.1874.2727.576.15120.7686.4726.066.43112.7147.2952.3432.5140.53143.5827.8890.42154.34145.7712.6222.0533.73110.234.9455.957.8734.2966.0541.60128.2459.3055.30104.5155.9196.4980.0226.9385.7188.4733.20131.086.9596.274.99462.063.696.9813.5447.856.60141.6055.8068.496.85149.216.63141.647.547.48387.2160.0076.2538.659.754.725.1412.857.903.20122.5247.876.585.192.436.3415.385.8313.929.993.646.216.463.0274.133.153.292.422.436.343.163.4548.20104.3795.5012.1644.213.5344.1552.1476.1146.2137.5348.38229.3313.5822.033.5313.5538.3734.6828.9627.4048.7825.67330.6415.4758.2027.6748.6544.48216.1041.91233.4115.23223.1427.59337.0244.42169.7474.26165.4430.4071.92137.8358.3698.79158.8362.3893.3314.8033.3867.5077.46318.45178.825.083.644.258.984.878.685.896.687.125.147.887.958.346.694.935.115.714.506.657.145.097.165.725.676.837.617.006.936.5241.32101.21116.89149.397.73148.4774.96243.56101.36158.7523.02124.5647.33114.8269.9017.77159.9015.1014.77155.7920.62110.0313.42165.209.2917.89100.099.905.979.5328.3915.7616.76174.2812.3515.57181.4710.2910.548.19110.4912.5714.82118.4928.7532.7872.1149.726.836.7414.8382.637.488.1296.0951.4534.068.17138.9565.2463.8136.0350.9678.3833.89117.61198.38158.7113.1626.9730.3697.755.7877.619.5845.2688.1948.38171.0982.8475.36128.9773.30121.39106.3133.75101.8969.1241.23127.118.4878.386.22525.475.018.1717.9062.087.99194.7167.3684.698.39182.467.95176.559.198.95490.1472.6499.1146.6812.155.886.1617.459.623.85128.9958.907.806.183.057.5919.187.3118.5212.154.397.597.833.7066.994.624.113.042.967.593.684.0556.91135.9485.5912.1858.235.0261.5164.40104.4353.3546.0363.46220.1111.5827.594.4817.2251.4242.4034.6836.2942.6431.77417.3419.2655.2234.8357.2952.55285.8843.96215.3219.12291.6933.98393.1552.89173.9783.77162.7399.2726.3942.1279.3844.89100.00127.7174.34106.0317.8727.1751.1056.54146.60113.726.584.434.9810.376.2110.777.468.468.966.019.329.719.617.935.736.177.085.568.118.956.178.886.906.728.629.598.448.438.59OpenBenchmarking.org

Apache Spark TPC-DS

Scale Factor: 3000 - Q42

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q42c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.64, N = 3SE +/- 1.15, N = 3SE +/- 0.62, N = 3SE +/- 0.69, N = 3SE +/- 1.01, N = 3SE +/- 0.49, N = 3SE +/- 0.32, N = 3SE +/- 0.60, N = 3SE +/- 5.00, N = 3SE +/- 3.77, N = 3SE +/- 0.25, N = 3SE +/- 1.30, N = 321.7935.7822.5121.6936.8723.6050.2773.19133.9841.4331.6241.321. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q68

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q68c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3250100150200250SE +/- 0.25, N = 3SE +/- 0.32, N = 3SE +/- 2.81, N = 3SE +/- 0.26, N = 3SE +/- 1.55, N = 3SE +/- 0.15, N = 3SE +/- 1.23, N = 3SE +/- 0.42, N = 3SE +/- 2.04, N = 3SE +/- 9.25, N = 3SE +/- 24.91, N = 3SE +/- 4.97, N = 3109.00120.10213.0765.4797.54114.84130.86133.04242.2094.08164.28101.211. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q13

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q13c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3260120180240300SE +/- 1.57, N = 3SE +/- 1.81, N = 3SE +/- 5.46, N = 3SE +/- 0.31, N = 3SE +/- 3.65, N = 3SE +/- 3.63, N = 3SE +/- 0.33, N = 3SE +/- 5.82, N = 3SE +/- 9.81, N = 3SE +/- 6.26, N = 3SE +/- 19.04, N = 3SE +/- 1.39, N = 3115.49154.32232.5782.23148.14120.76158.79156.27292.54115.66142.50116.891. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q13

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q13c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3260120180240300SE +/- 0.40, N = 3SE +/- 0.58, N = 3SE +/- 0.41, N = 3SE +/- 3.87, N = 3SE +/- 0.60, N = 3SE +/- 3.80, N = 3SE +/- 0.05, N = 3SE +/- 11.49, N = 3SE +/- 5.43, N = 3146.94177.13279.8081.78152.95101.66157.51151.34289.57130.28263.98149.301. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q36

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q36c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-324080120160200SE +/- 0.09, N = 3SE +/- 1.40, N = 3SE +/- 6.37, N = 3SE +/- 0.08, N = 3SE +/- 3.80, N = 3SE +/- 0.19, N = 3SE +/- 2.31, N = 3SE +/- 2.52, N = 3SE +/- 12.54, N = 3SE +/- 2.23, N = 3SE +/- 20.51, N = 3SE +/- 2.15, N = 361.98108.70122.3660.39110.0163.9093.26112.11200.7978.92108.3697.731. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q09

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q09c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3270140210280350SE +/- 0.09, N = 3SE +/- 0.48, N = 3SE +/- 0.12, N = 3SE +/- 0.77, N = 3SE +/- 0.20, N = 3SE +/- 31.99, N = 3SE +/- 118.11, N = 3SE +/- 0.47, N = 3SE +/- 0.31, N = 397.87110.27149.5896.00117.85144.29145.00218.30313.92134.52175.29148.471. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q66

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q66c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.34, N = 3SE +/- 2.29, N = 3SE +/- 0.41, N = 3SE +/- 0.90, N = 3SE +/- 1.65, N = 3SE +/- 0.21, N = 3SE +/- 0.35, N = 3SE +/- 1.05, N = 3SE +/- 13.68, N = 3SE +/- 6.60, N = 3SE +/- 2.70, N = 3SE +/- 3.35, N = 381.1881.47155.0349.9963.55102.8383.9083.48141.1975.23151.4774.961. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q49

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q49c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32100200300400500SE +/- 0.19, N = 2SE +/- 5.75, N = 3SE +/- 4.44, N = 3SE +/- 0.22, N = 3SE +/- 3.74, N = 3SE +/- 3.08, N = 3SE +/- 0.42, N = 3SE +/- 5.74, N = 3SE +/- 16.01, N = 3SE +/- 8.41, N = 3SE +/- 5.99, N = 3SE +/- 5.50, N = 3212.85293.91392.19157.21257.67198.07233.84266.65446.29233.33350.99243.561. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q36

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q36c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 1.47, N = 3SE +/- 5.09, N = 3SE +/- 0.23, N = 3SE +/- 2.54, N = 3SE +/- 0.91, N = 3SE +/- 2.97, N = 3SE +/- 3.95, N = 3SE +/- 2.53, N = 3SE +/- 22.66, N = 361.20112.7689.6558.07109.0561.6276.7499.33158.0772.83118.93101.361. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q61

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q61c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3260120180240300SE +/- 0.10, N = 3SE +/- 3.65, N = 3SE +/- 0.38, N = 3SE +/- 0.32, N = 3SE +/- 4.28, N = 3SE +/- 0.45, N = 3SE +/- 2.06, N = 3SE +/- 8.44, N = 3SE +/- 38.75, N = 3SE +/- 5.06, N = 3SE +/- 1.15, N = 3SE +/- 2.70, N = 3114.23193.68117.66113.22197.74118.47163.76185.22290.08147.68130.72158.751. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q75

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q75c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321020304050SE +/- 0.36, N = 3SE +/- 0.62, N = 3SE +/- 0.14, N = 9SE +/- 0.21, N = 9SE +/- 0.93, N = 9SE +/- 0.20, N = 6SE +/- 0.39, N = 4SE +/- 0.39, N = 9SE +/- 0.21, N = 5SE +/- 0.09, N = 3SE +/- 0.20, N = 9SE +/- 0.26, N = 921.2741.9921.4421.1341.3522.0218.5522.8118.6016.7818.4223.021. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q58

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q58c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3250100150200250SE +/- 0.94, N = 3SE +/- 7.31, N = 3SE +/- 1.28, N = 3SE +/- 0.50, N = 3SE +/- 1.76, N = 3SE +/- 0.37, N = 3SE +/- 2.61, N = 3SE +/- 3.31, N = 3SE +/- 14.24, N = 3SE +/- 9.95, N = 3SE +/- 1.43, N = 3SE +/- 1.32, N = 390.94167.4896.7290.14173.0099.04109.97154.23224.55105.19102.12124.561. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q82

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q82c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321632486480SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 0.27, N = 3SE +/- 0.05, N = 3SE +/- 1.08, N = 3SE +/- 10.34, N = 3SE +/- 0.88, N = 3SE +/- 5.22, N = 339.5056.6071.9429.9759.4931.4041.6244.1756.1936.9243.1847.331. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q27

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q27c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-324080120160200SE +/- 0.60, N = 3SE +/- 1.70, N = 3SE +/- 0.18, N = 3SE +/- 0.33, N = 3SE +/- 3.38, N = 3SE +/- 1.19, N = 3SE +/- 1.61, N = 3SE +/- 3.37, N = 3SE +/- 6.15, N = 3SE +/- 4.48, N = 3SE +/- 10.13, N = 3SE +/- 3.95, N = 378.22137.1989.7078.02142.1181.2295.29116.51185.8394.55118.38114.821. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q55

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q55c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.03, N = 3SE +/- 1.24, N = 3SE +/- 0.08, N = 3SE +/- 0.25, N = 3SE +/- 1.43, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 3SE +/- 2.65, N = 3SE +/- 21.98, N = 3SE +/- 1.53, N = 3SE +/- 0.41, N = 3SE +/- 5.03, N = 350.1390.7152.8549.9792.1752.3150.6176.24115.0250.8353.0969.901. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q38

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q38c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32714212835SE +/- 0.37, N = 3SE +/- 0.38, N = 3SE +/- 0.25, N = 9SE +/- 0.16, N = 9SE +/- 0.78, N = 9SE +/- 0.17, N = 6SE +/- 0.21, N = 4SE +/- 0.23, N = 9SE +/- 0.21, N = 6SE +/- 0.02, N = 3SE +/- 0.08, N = 9SE +/- 0.49, N = 915.2329.4315.2614.7228.7115.3213.4217.2214.1012.8713.8217.771. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q56

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q56c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3250100150200250SE +/- 10.02, N = 2SE +/- 0.18, N = 2SE +/- 1.40, N = 3SE +/- 1.03, N = 3SE +/- 0.62, N = 2SE +/- 4.56, N = 3SE +/- 10.10, N = 3SE +/- 3.89, N = 3SE +/- 7.02, N = 2121.39206.17153.47103.69202.94148.22146.53171.58236.18123.29157.37159.901. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q49

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q49c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32612182430SE +/- 0.17, N = 3SE +/- 0.89, N = 3SE +/- 0.11, N = 9SE +/- 0.10, N = 9SE +/- 0.80, N = 9SE +/- 0.09, N = 6SE +/- 0.02, N = 4SE +/- 0.22, N = 9SE +/- 0.08, N = 6SE +/- 0.02, N = 3SE +/- 0.10, N = 9SE +/- 0.30, N = 912.8224.9312.9112.8424.6112.7711.4115.1111.9710.9711.9715.101. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q31

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q31c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32612182430SE +/- 0.26, N = 3SE +/- 1.78, N = 3SE +/- 0.14, N = 9SE +/- 0.10, N = 9SE +/- 1.05, N = 9SE +/- 0.14, N = 6SE +/- 0.27, N = 4SE +/- 0.26, N = 9SE +/- 0.07, N = 6SE +/- 0.16, N = 3SE +/- 0.10, N = 9SE +/- 0.30, N = 911.6323.8812.7811.6923.1612.6110.8714.8012.1510.6111.9314.771. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q60

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q60c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3260120180240300SE +/- 2.55, N = 3SE +/- 4.63, N = 2SE +/- 12.37, N = 3SE +/- 15.82, N = 2SE +/- 5.49, N = 3155.24186.79259.72116.63138.11155.791. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q51

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q51c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32816243240SE +/- 0.08, N = 3SE +/- 0.86, N = 3SE +/- 0.08, N = 9SE +/- 0.13, N = 9SE +/- 0.69, N = 9SE +/- 0.13, N = 6SE +/- 0.26, N = 4SE +/- 0.36, N = 9SE +/- 0.25, N = 6SE +/- 0.07, N = 3SE +/- 0.15, N = 9SE +/- 0.47, N = 917.4735.6518.7217.5833.2118.8416.5920.7116.5816.0816.3720.621. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q19

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q19c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-324080120160200SE +/- 0.35, N = 3SE +/- 2.00, N = 3SE +/- 1.68, N = 3SE +/- 0.66, N = 2SE +/- 3.19, N = 3SE +/- 0.09, N = 2SE +/- 0.43, N = 3SE +/- 3.91, N = 3SE +/- 5.79, N = 3SE +/- 0.82, N = 3SE +/- 1.52, N = 2SE +/- 0.99, N = 382.35141.8499.1175.22145.5688.6394.94119.34164.9889.0093.56110.031. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q65

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q65c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.03, N = 3SE +/- 0.57, N = 3SE +/- 0.09, N = 9SE +/- 0.10, N = 9SE +/- 0.42, N = 9SE +/- 0.16, N = 6SE +/- 0.18, N = 4SE +/- 0.20, N = 9SE +/- 0.04, N = 6SE +/- 0.12, N = 3SE +/- 0.05, N = 9SE +/- 0.17, N = 911.9822.1012.3411.8921.4212.6310.3113.5110.9310.1810.8613.421. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q77

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q77c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3260120180240300SE +/- 0.29, N = 3SE +/- 1.83, N = 3SE +/- 3.65, N = 3SE +/- 0.34, N = 3SE +/- 3.90, N = 3SE +/- 0.62, N = 3SE +/- 0.19, N = 3SE +/- 3.44, N = 3SE +/- 9.96, N = 3SE +/- 5.31, N = 3SE +/- 15.75, N = 3SE +/- 4.00, N = 3124.22191.37186.03117.58184.49147.17169.05182.08254.50139.62193.83165.201. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q30

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q30c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.09, N = 3SE +/- 0.53, N = 3SE +/- 0.07, N = 9SE +/- 0.08, N = 9SE +/- 0.50, N = 9SE +/- 0.08, N = 6SE +/- 0.08, N = 4SE +/- 0.14, N = 9SE +/- 0.09, N = 6SE +/- 0.05, N = 3SE +/- 0.05, N = 9SE +/- 0.26, N = 96.9513.437.397.1813.627.476.529.117.146.317.229.291. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q87

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q87c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32714212835SE +/- 0.34, N = 3SE +/- 0.99, N = 3SE +/- 0.15, N = 9SE +/- 0.17, N = 9SE +/- 0.82, N = 9SE +/- 0.16, N = 6SE +/- 0.32, N = 4SE +/- 0.22, N = 9SE +/- 0.13, N = 6SE +/- 0.25, N = 3SE +/- 0.14, N = 9SE +/- 0.65, N = 915.1428.3215.1414.8628.2415.2813.5617.6113.9513.1614.4217.891. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q70

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q70c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.36, N = 3SE +/- 1.06, N = 3SE +/- 0.16, N = 3SE +/- 1.37, N = 3SE +/- 0.32, N = 3SE +/- 2.84, N = 3SE +/- 9.39, N = 3SE +/- 2.53, N = 3SE +/- 2.95, N = 375.3596.93108.4663.53104.7368.2690.9999.69136.6986.32122.89100.091. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q77

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q77c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.11, N = 3SE +/- 0.31, N = 3SE +/- 0.08, N = 9SE +/- 0.13, N = 9SE +/- 0.50, N = 9SE +/- 0.12, N = 6SE +/- 0.18, N = 4SE +/- 0.13, N = 9SE +/- 0.11, N = 6SE +/- 0.04, N = 3SE +/- 0.09, N = 9SE +/- 0.13, N = 98.7515.449.138.7114.609.107.4510.118.107.218.299.901. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q39

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q39c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.06, N = 3SE +/- 0.26, N = 3SE +/- 0.06, N = 9SE +/- 0.06, N = 9SE +/- 0.32, N = 9SE +/- 0.09, N = 6SE +/- 0.11, N = 4SE +/- 0.11, N = 9SE +/- 0.07, N = 6SE +/- 0.07, N = 3SE +/- 0.04, N = 9SE +/- 0.30, N = 93.958.404.114.017.494.204.315.624.564.154.435.971. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q33

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q33c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.02, N = 3SE +/- 0.72, N = 3SE +/- 0.13, N = 9SE +/- 0.14, N = 9SE +/- 0.22, N = 9SE +/- 0.21, N = 6SE +/- 0.05, N = 4SE +/- 0.13, N = 9SE +/- 0.13, N = 6SE +/- 0.09, N = 3SE +/- 0.10, N = 9SE +/- 0.23, N = 97.2514.088.057.7113.178.266.889.707.836.687.669.531. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q96

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q96c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32714212835SE +/- 0.18, N = 3SE +/- 0.69, N = 3SE +/- 1.23, N = 3SE +/- 0.16, N = 3SE +/- 0.31, N = 3SE +/- 0.04, N = 3SE +/- 0.34, N = 3SE +/- 0.38, N = 3SE +/- 2.91, N = 3SE +/- 0.55, N = 3SE +/- 0.77, N = 3SE +/- 0.47, N = 317.3921.6830.6114.5623.2716.7225.1828.0929.6624.1324.7428.391. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q90

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q90c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.11, N = 3SE +/- 0.57, N = 3SE +/- 0.28, N = 3SE +/- 0.13, N = 3SE +/- 0.28, N = 3SE +/- 0.18, N = 3SE +/- 0.25, N = 3SE +/- 0.24, N = 3SE +/- 0.16, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 39.1013.3411.259.1513.7111.8312.6215.7919.1113.5113.1715.761. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q90

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q90c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 0.10, N = 3SE +/- 0.45, N = 3SE +/- 0.10, N = 3SE +/- 0.26, N = 3SE +/- 0.22, N = 3SE +/- 0.37, N = 3SE +/- 0.19, N = 39.4413.2911.549.0114.5410.6913.3315.4418.8812.9112.7116.761. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q88

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q88c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-324080120160200SE +/- 0.85, N = 3SE +/- 0.57, N = 3SE +/- 0.34, N = 3SE +/- 0.05, N = 3SE +/- 2.60, N = 3SE +/- 0.70, N = 3SE +/- 0.67, N = 3SE +/- 5.50, N = 3SE +/- 6.82, N = 3SE +/- 1.58, N = 3SE +/- 3.28, N = 3SE +/- 3.85, N = 383.28110.14100.2385.10117.6797.24156.56174.45162.59158.05156.03174.281. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q47

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q47c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.05, N = 3SE +/- 0.28, N = 3SE +/- 0.06, N = 9SE +/- 0.05, N = 9SE +/- 0.43, N = 9SE +/- 0.06, N = 6SE +/- 0.10, N = 4SE +/- 0.25, N = 9SE +/- 0.08, N = 6SE +/- 0.07, N = 3SE +/- 0.10, N = 9SE +/- 0.33, N = 99.7318.9110.569.9117.6210.599.5712.7710.039.0410.1012.351. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q28

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q28c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32612182430SE +/- 0.23, N = 3SE +/- 0.63, N = 3SE +/- 0.27, N = 9SE +/- 0.08, N = 9SE +/- 0.37, N = 9SE +/- 0.23, N = 6SE +/- 0.19, N = 4SE +/- 0.29, N = 9SE +/- 0.07, N = 6SE +/- 0.17, N = 3SE +/- 0.12, N = 9SE +/- 0.46, N = 912.6323.6113.2912.4222.5513.0911.9415.3012.4011.3212.5415.571. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q88

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q88c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-324080120160200SE +/- 0.71, N = 3SE +/- 0.91, N = 3SE +/- 0.40, N = 3SE +/- 1.58, N = 3SE +/- 0.83, N = 3SE +/- 2.15, N = 3SE +/- 1.21, N = 3SE +/- 0.44, N = 3SE +/- 1.15, N = 389.17113.57101.0188.75118.6495.93156.49183.89160.81157.65157.13181.471. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q69

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q69c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.03, N = 3SE +/- 0.16, N = 3SE +/- 0.16, N = 9SE +/- 0.14, N = 9SE +/- 0.40, N = 9SE +/- 0.13, N = 6SE +/- 0.09, N = 4SE +/- 0.21, N = 9SE +/- 0.09, N = 6SE +/- 0.06, N = 3SE +/- 0.12, N = 9SE +/- 0.20, N = 98.2015.628.968.4615.479.328.2110.838.457.618.5510.291. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q10

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q10c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.10, N = 3SE +/- 0.21, N = 3SE +/- 0.15, N = 9SE +/- 0.12, N = 9SE +/- 0.54, N = 9SE +/- 0.13, N = 6SE +/- 0.16, N = 4SE +/- 0.16, N = 9SE +/- 0.13, N = 6SE +/- 0.17, N = 3SE +/- 0.08, N = 9SE +/- 0.34, N = 98.2115.538.918.5015.358.978.1010.858.507.658.4410.541. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q94

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q94c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.04, N = 3SE +/- 0.47, N = 3SE +/- 0.05, N = 9SE +/- 0.07, N = 9SE +/- 0.24, N = 9SE +/- 0.03, N = 6SE +/- 0.14, N = 4SE +/- 0.15, N = 9SE +/- 0.03, N = 6SE +/- 0.10, N = 3SE +/- 0.04, N = 9SE +/- 0.27, N = 96.4612.166.716.6011.616.796.277.926.446.006.458.191. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q44

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q44c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.41, N = 3SE +/- 0.29, N = 3SE +/- 0.29, N = 3SE +/- 3.06, N = 3SE +/- 0.66, N = 3SE +/- 3.94, N = 3SE +/- 15.74, N = 3SE +/- 1.30, N = 3SE +/- 21.61, N = 371.91136.6181.5569.58136.4974.2276.86117.87140.9474.79112.67110.491. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q35

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q35c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.16, N = 3SE +/- 0.55, N = 3SE +/- 0.10, N = 9SE +/- 0.13, N = 9SE +/- 0.32, N = 9SE +/- 0.30, N = 6SE +/- 0.09, N = 4SE +/- 0.19, N = 9SE +/- 0.16, N = 6SE +/- 0.18, N = 3SE +/- 0.12, N = 9SE +/- 0.42, N = 99.9018.1010.049.5717.9410.739.4812.139.758.949.9612.571. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q05

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q05c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.11, N = 3SE +/- 0.76, N = 3SE +/- 0.04, N = 9SE +/- 0.09, N = 9SE +/- 0.48, N = 9SE +/- 0.09, N = 6SE +/- 0.08, N = 4SE +/- 0.19, N = 9SE +/- 0.06, N = 6SE +/- 0.11, N = 3SE +/- 0.06, N = 9SE +/- 0.32, N = 911.2521.7011.9611.2620.3812.0411.2014.5711.8010.8011.8714.821. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q19

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q19c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.28, N = 3SE +/- 0.70, N = 3SE +/- 0.79, N = 3SE +/- 1.50, N = 3SE +/- 0.62, N = 3SE +/- 21.40, N = 2SE +/- 0.26, N = 3SE +/- 0.93, N = 384.41150.17120.0174.79146.3878.3892.61112.07125.8188.3689.79118.491. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q96

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q96c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32714212835SE +/- 0.07, N = 3SE +/- 2.41, N = 3SE +/- 0.09, N = 3SE +/- 0.23, N = 3SE +/- 0.53, N = 2SE +/- 0.44, N = 3SE +/- 0.45, N = 3SE +/- 1.51, N = 3SE +/- 0.65, N = 3SE +/- 3.38, N = 314.9421.8723.8814.3323.3317.4425.0328.6624.9923.5126.7128.751. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q92

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q92c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321122334455SE +/- 0.15, N = 3SE +/- 0.29, N = 3SE +/- 0.46, N = 3SE +/- 1.41, N = 3SE +/- 0.42, N = 3SE +/- 0.92, N = 3SE +/- 14.18, N = 3SE +/- 1.44, N = 3SE +/- 4.77, N = 323.3440.4531.2423.2246.3224.0424.2534.9343.5126.6437.0332.781. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q55

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q55c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.65, N = 3SE +/- 0.38, N = 3SE +/- 0.16, N = 3SE +/- 2.26, N = 3SE +/- 0.57, N = 3SE +/- 0.99, N = 3SE +/- 8.72, N = 3SE +/- 0.85, N = 3SE +/- 0.55, N = 351.1588.9452.6650.1299.8252.9050.3070.0461.4350.9654.3172.111. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q08c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.20, N = 3SE +/- 0.02, N = 3SE +/- 0.14, N = 3SE +/- 1.03, N = 3SE +/- 0.11, N = 3SE +/- 1.15, N = 3SE +/- 0.42, N = 3SE +/- 4.21, N = 3SE +/- 0.35, N = 349.0654.7482.8744.4658.2182.4647.3448.8683.2041.9181.9749.721. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q84

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q84c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.04, N = 3SE +/- 0.27, N = 3SE +/- 0.04, N = 9SE +/- 0.04, N = 9SE +/- 0.28, N = 9SE +/- 0.03, N = 6SE +/- 0.04, N = 4SE +/- 0.12, N = 9SE +/- 0.03, N = 6SE +/- 0.07, N = 3SE +/- 0.03, N = 9SE +/- 0.15, N = 95.749.986.055.759.496.065.046.785.485.115.526.831. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q92

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q92c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.15, N = 3SE +/- 0.20, N = 3SE +/- 0.08, N = 9SE +/- 0.04, N = 9SE +/- 0.17, N = 9SE +/- 0.06, N = 6SE +/- 0.06, N = 4SE +/- 0.21, N = 9SE +/- 0.13, N = 6SE +/- 0.06, N = 3SE +/- 0.05, N = 9SE +/- 0.25, N = 95.599.516.005.559.045.904.816.825.455.055.366.741. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q40

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q40c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.15, N = 3SE +/- 0.49, N = 3SE +/- 0.11, N = 8SE +/- 0.10, N = 9SE +/- 0.27, N = 3SE +/- 0.08, N = 6SE +/- 0.13, N = 4SE +/- 0.23, N = 8SE +/- 0.11, N = 6SE +/- 0.06, N = 3SE +/- 0.14, N = 8SE +/- 0.42, N = 911.4021.7511.1611.2019.2011.0811.2014.5911.7211.1212.1814.831. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q52

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q52c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.41, N = 3SE +/- 0.36, N = 3SE +/- 0.12, N = 3SE +/- 1.77, N = 3SE +/- 0.07, N = 3SE +/- 0.95, N = 3SE +/- 1.71, N = 3SE +/- 0.80, N = 3SE +/- 1.29, N = 355.3899.3678.4553.12101.7155.3252.0871.7377.1352.9474.2782.601. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q84

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q84c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321020304050SE +/- 0.14, N = 3SE +/- 0.27, N = 3SE +/- 0.21, N = 3SE +/- 2.22, N = 3SE +/- 0.44, N = 3SE +/- 0.55, N = 3SE +/- 0.13, N = 3SE +/- 0.18, N = 3SE +/- 0.43, N = 323.5137.6525.0823.3045.4624.6427.1733.5227.8026.2927.5737.481. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q68

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q68c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.17, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.46, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.13, N = 36.3711.306.506.4811.466.746.417.266.065.886.158.121. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q70

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q70c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.34, N = 3SE +/- 0.66, N = 3SE +/- 0.11, N = 3SE +/- 1.52, N = 3SE +/- 1.47, N = 3SE +/- 1.88, N = 3SE +/- 0.25, N = 3SE +/- 5.24, N = 3SE +/- 17.50, N = 3SE +/- 3.68, N = 3SE +/- 2.23, N = 3SE +/- 1.15, N = 375.97100.47111.2669.66102.86101.7889.23101.99135.6493.40120.7696.091. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q08c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.05, N = 3SE +/- 1.57, N = 3SE +/- 0.17, N = 3SE +/- 0.21, N = 3SE +/- 2.84, N = 3SE +/- 0.20, N = 3SE +/- 0.15, N = 3SE +/- 1.55, N = 3SE +/- 1.19, N = 3SE +/- 0.59, N = 3SE +/- 0.81, N = 3SE +/- 0.86, N = 347.6558.2782.9948.8656.4184.6347.6052.9192.5349.3086.4751.451. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q86

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q86c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321020304050SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.71, N = 3SE +/- 0.37, N = 3SE +/- 0.60, N = 3SE +/- 0.48, N = 3SE +/- 0.44, N = 3SE +/- 0.14, N = 323.4540.6024.6223.0944.8123.8324.5333.6126.3623.7626.0634.061. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q95

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q95c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.04, N = 3SE +/- 0.17, N = 3SE +/- 0.05, N = 9SE +/- 0.05, N = 9SE +/- 0.31, N = 9SE +/- 0.04, N = 6SE +/- 0.03, N = 4SE +/- 0.14, N = 9SE +/- 0.04, N = 6SE +/- 0.09, N = 3SE +/- 0.03, N = 9SE +/- 0.24, N = 96.6211.716.796.5611.186.856.257.946.346.046.438.171. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q48

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q48c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-324080120160200SE +/- 1.92, N = 3SE +/- 0.67, N = 3SE +/- 0.43, N = 3SE +/- 1.94, N = 3SE +/- 0.56, N = 3SE +/- 1.03, N = 3SE +/- 10.80, N = 3SE +/- 2.88, N = 3SE +/- 4.92, N = 387.63155.0389.8883.26161.3393.46101.07131.67126.89101.75112.71138.951. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q95

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q95c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.20, N = 3SE +/- 0.79, N = 3SE +/- 0.05, N = 3SE +/- 1.59, N = 3SE +/- 0.17, N = 3SE +/- 2.16, N = 3SE +/- 6.80, N = 3SE +/- 5.26, N = 3SE +/- 0.23, N = 342.6673.3443.7342.4882.2043.5847.8364.0360.0854.0547.2965.241. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q57

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q57c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.10, N = 3SE +/- 3.48, N = 3SE +/- 0.36, N = 3SE +/- 0.50, N = 3SE +/- 1.43, N = 3SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 1.32, N = 3SE +/- 3.90, N = 3SE +/- 1.36, N = 3SE +/- 0.38, N = 3SE +/- 0.34, N = 342.2978.6646.6043.4381.6243.5953.0765.9356.6550.4352.3463.811. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q83

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q83c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321122334455SE +/- 0.35, N = 3SE +/- 0.03, N = 3SE +/- 0.22, N = 3SE +/- 1.05, N = 3SE +/- 0.22, N = 3SE +/- 0.92, N = 3SE +/- 1.18, N = 3SE +/- 0.26, N = 3SE +/- 0.30, N = 326.3943.2034.0426.0248.0032.4225.0434.5534.0025.1032.5136.031. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q73

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q73c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321428425670SE +/- 0.14, N = 3SE +/- 0.65, N = 3SE +/- 0.10, N = 3SE +/- 1.16, N = 3SE +/- 0.31, N = 3SE +/- 1.18, N = 3SE +/- 1.05, N = 3SE +/- 0.55, N = 3SE +/- 0.24, N = 333.3655.8334.2131.8660.7835.7339.0148.7441.6138.0440.5350.961. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q03

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q03c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.02, N = 3SE +/- 1.13, N = 3SE +/- 0.23, N = 3SE +/- 0.07, N = 3SE +/- 1.51, N = 3SE +/- 0.16, N = 3SE +/- 0.09, N = 3SE +/- 0.29, N = 3SE +/- 0.21, N = 3SE +/- 0.09, N = 3SE +/- 0.31, N = 3SE +/- 0.19, N = 376.7598.80144.1876.79100.44144.1276.6478.89143.8175.88143.5878.381. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q84

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q84c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321020304050SE +/- 0.26, N = 3SE +/- 1.22, N = 3SE +/- 0.34, N = 3SE +/- 0.17, N = 3SE +/- 0.38, N = 3SE +/- 0.08, N = 3SE +/- 0.20, N = 3SE +/- 0.42, N = 3SE +/- 0.41, N = 3SE +/- 0.40, N = 3SE +/- 0.11, N = 3SE +/- 0.96, N = 323.3540.1324.4323.2744.1024.7527.4433.3727.3326.1427.8833.891. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q27

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q27c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 1.01, N = 3SE +/- 0.75, N = 3SE +/- 0.68, N = 3SE +/- 1.47, N = 3SE +/- 0.92, N = 3SE +/- 1.20, N = 3SE +/- 5.00, N = 3SE +/- 0.33, N = 3SE +/- 1.46, N = 379.99137.7882.0476.35144.5878.7385.68110.40111.4084.3890.42117.611. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q47

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q47c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3250100150200250SE +/- 0.53, N = 3SE +/- 0.99, N = 3SE +/- 0.51, N = 3SE +/- 0.57, N = 3SE +/- 1.54, N = 3SE +/- 0.58, N = 3SE +/- 2.31, N = 3SE +/- 0.19, N = 3SE +/- 6.34, N = 3120.24219.13124.80118.70224.69124.78144.74185.84151.86140.62154.34198.381. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q33

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q33c3d-standard-60n2d-standard-64c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3250100150200250SE +/- 0.13, N = 2SE +/- 0.73, N = 2SE +/- 1.65, N = 3SE +/- 4.48, N = 3SE +/- 23.03, N = 3SE +/- 2.15, N = 2SE +/- 1.53, N = 3123.89201.62117.85202.85143.54151.42176.99220.44131.37145.77158.711. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q91

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q91c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.31, N = 3SE +/- 0.39, N = 3SE +/- 0.26, N = 3SE +/- 0.25, N = 3SE +/- 0.67, N = 3SE +/- 0.28, N = 3SE +/- 0.23, N = 3SE +/- 0.27, N = 3SE +/- 0.05, N = 3SE +/- 0.18, N = 3SE +/- 1.50, N = 3SE +/- 0.52, N = 311.0717.9312.4010.3319.3110.4111.0514.1815.3710.8312.6213.161. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q83

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q83c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32918273645SE +/- 0.08, N = 3SE +/- 0.17, N = 3SE +/- 0.18, N = 3SE +/- 0.08, N = 3SE +/- 0.66, N = 3SE +/- 0.23, N = 3SE +/- 0.71, N = 3SE +/- 1.19, N = 3SE +/- 0.44, N = 3SE +/- 0.12, N = 3SE +/- 0.39, N = 3SE +/- 0.85, N = 320.5536.6723.1819.7936.9721.4320.4228.6924.0919.9222.0526.971. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q92

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q92c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321020304050SE +/- 0.23, N = 3SE +/- 0.98, N = 3SE +/- 0.19, N = 3SE +/- 1.47, N = 3SE +/- 1.23, N = 3SE +/- 0.25, N = 3SE +/- 0.12, N = 3SE +/- 2.27, N = 3SE +/- 6.07, N = 3SE +/- 0.35, N = 3SE +/- 0.70, N = 3SE +/- 0.93, N = 322.8940.5831.6923.4842.6030.6724.9733.1134.8323.1433.7330.361. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q46

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q46c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.01, N = 3SE +/- 0.28, N = 3SE +/- 0.31, N = 3SE +/- 0.39, N = 3SE +/- 0.87, N = 3SE +/- 1.90, N = 3SE +/- 24.14, N = 3SE +/- 2.26, N = 3SE +/- 17.79, N = 366.20119.3169.0964.60118.2968.1077.0296.96100.0076.73110.2397.751. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q03

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q03c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.05, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 9SE +/- 0.12, N = 9SE +/- 0.09, N = 9SE +/- 0.07, N = 6SE +/- 0.06, N = 4SE +/- 0.15, N = 9SE +/- 0.07, N = 6SE +/- 0.04, N = 3SE +/- 0.06, N = 9SE +/- 0.13, N = 94.487.534.744.627.164.714.605.794.884.084.945.781. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q53

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q53c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.25, N = 3SE +/- 0.40, N = 3SE +/- 0.23, N = 3SE +/- 0.46, N = 3SE +/- 0.28, N = 3SE +/- 2.24, N = 3SE +/- 0.74, N = 3SE +/- 0.23, N = 3SE +/- 0.42, N = 350.2285.4354.4650.3292.5952.9951.5770.3157.9951.6755.9577.611. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q46

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q46c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.20, N = 3SE +/- 0.27, N = 3SE +/- 0.07, N = 9SE +/- 0.04, N = 9SE +/- 0.28, N = 9SE +/- 0.10, N = 6SE +/- 0.09, N = 4SE +/- 0.18, N = 9SE +/- 0.06, N = 6SE +/- 0.04, N = 3SE +/- 0.04, N = 9SE +/- 0.24, N = 97.3213.037.917.3312.337.847.409.777.857.087.879.581. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q62

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q62c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321224364860SE +/- 0.11, N = 3SE +/- 0.41, N = 3SE +/- 0.32, N = 3SE +/- 1.44, N = 3SE +/- 0.20, N = 3SE +/- 0.88, N = 3SE +/- 0.26, N = 3SE +/- 0.12, N = 3SE +/- 0.21, N = 329.7649.0731.3829.9154.6431.4932.8040.9733.5432.0034.2945.261. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q34

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q34c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.01, N = 3SE +/- 0.19, N = 3SE +/- 0.26, N = 3SE +/- 1.81, N = 3SE +/- 0.30, N = 3SE +/- 0.82, N = 3SE +/- 0.20, N = 3SE +/- 0.39, N = 3SE +/- 0.19, N = 358.95107.6662.7759.39108.0662.5261.8081.9766.1061.3566.0588.191. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q73

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q73c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321428425670SE +/- 0.15, N = 3SE +/- 0.33, N = 3SE +/- 0.36, N = 3SE +/- 0.59, N = 3SE +/- 0.34, N = 3SE +/- 0.19, N = 3SE +/- 0.53, N = 3SE +/- 0.97, N = 3SE +/- 4.84, N = 3SE +/- 0.63, N = 3SE +/- 0.23, N = 3SE +/- 0.41, N = 333.0357.5434.9433.2560.5334.5840.5950.1751.1739.7641.6048.381. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q61

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q61c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3250100150200250SE +/- 0.06, N = 3SE +/- 1.03, N = 3SE +/- 0.58, N = 3SE +/- 2.52, N = 3SE +/- 0.46, N = 3SE +/- 2.20, N = 3SE +/- 22.58, N = 3SE +/- 6.24, N = 3SE +/- 1.40, N = 3114.27195.06116.76113.87208.62117.83141.89169.69165.85144.54128.24171.091. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q43

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q43c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.12, N = 3SE +/- 0.53, N = 3SE +/- 0.19, N = 3SE +/- 0.50, N = 3SE +/- 0.46, N = 3SE +/- 1.10, N = 3SE +/- 0.32, N = 3SE +/- 0.25, N = 3SE +/- 0.69, N = 353.3791.9156.1052.5096.1555.5555.9975.1759.8356.0659.3082.841. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q63

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q63c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.75, N = 3SE +/- 0.35, N = 3SE +/- 0.35, N = 3SE +/- 0.55, N = 3SE +/- 0.42, N = 3SE +/- 0.16, N = 3SE +/- 2.40, N = 3SE +/- 0.16, N = 3SE +/- 0.07, N = 349.6883.4254.2651.4290.6754.3451.0267.8858.8950.5155.3075.361. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q48

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q48c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.03, N = 3SE +/- 2.35, N = 3SE +/- 2.30, N = 3SE +/- 1.34, N = 3SE +/- 3.50, N = 3SE +/- 0.64, N = 3SE +/- 0.80, N = 3SE +/- 3.31, N = 3SE +/- 14.06, N = 3SE +/- 2.47, N = 3SE +/- 1.04, N = 3SE +/- 1.76, N = 385.87154.7391.0484.78153.7789.51106.84133.28136.77109.70104.51128.971. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q53

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q53c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.53, N = 3SE +/- 1.19, N = 3SE +/- 0.44, N = 3SE +/- 0.18, N = 3SE +/- 0.48, N = 3SE +/- 0.74, N = 3SE +/- 1.01, N = 3SE +/- 2.05, N = 3SE +/- 17.06, N = 3SE +/- 1.52, N = 3SE +/- 0.04, N = 3SE +/- 2.92, N = 350.9589.2155.3349.6090.2655.4052.2473.4889.2753.2855.9173.301. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q46

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q46c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.63, N = 3SE +/- 1.83, N = 3SE +/- 0.42, N = 3SE +/- 0.12, N = 3SE +/- 1.39, N = 3SE +/- 0.03, N = 2SE +/- 1.28, N = 3SE +/- 5.01, N = 3SE +/- 18.33, N = 3SE +/- 2.40, N = 3SE +/- 3.17, N = 3SE +/- 1.61, N = 381.56143.1690.9578.75141.5483.9996.95122.01135.11100.7396.49121.391. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q89

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q89c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.25, N = 3SE +/- 0.40, N = 3SE +/- 0.21, N = 3SE +/- 3.28, N = 3SE +/- 0.38, N = 3SE +/- 1.64, N = 3SE +/- 2.47, N = 3SE +/- 0.88, N = 3SE +/- 3.35, N = 368.06115.4972.1167.58122.8071.5172.5794.5782.5069.7080.02106.311. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q86

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q86c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32918273645SE +/- 0.13, N = 3SE +/- 0.54, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.98, N = 3SE +/- 0.15, N = 3SE +/- 0.29, N = 3SE +/- 0.16, N = 3SE +/- 0.96, N = 3SE +/- 0.27, N = 3SE +/- 1.25, N = 3SE +/- 1.48, N = 323.3741.0225.3822.8241.4525.1924.0332.5626.9424.2726.9333.751. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q06c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.73, N = 2SE +/- 0.35, N = 3SE +/- 1.16, N = 2SE +/- 1.14, N = 379.98140.8992.7979.73139.2777.6184.80108.4892.8083.6185.71101.891. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q02

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q02c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.06, N = 3SE +/- 2.82, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 2.61, N = 3SE +/- 0.10, N = 3SE +/- 0.15, N = 3SE +/- 0.79, N = 3SE +/- 0.07, N = 3SE +/- 0.23, N = 3SE +/- 0.12, N = 3SE +/- 0.28, N = 351.6167.1880.5650.2669.3877.5461.7571.2690.9161.2688.4769.121. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q62

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q62c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321224364860SE +/- 0.32, N = 3SE +/- 0.90, N = 3SE +/- 0.16, N = 3SE +/- 0.49, N = 3SE +/- 1.17, N = 3SE +/- 0.30, N = 3SE +/- 0.24, N = 3SE +/- 0.15, N = 3SE +/- 0.42, N = 3SE +/- 0.18, N = 3SE +/- 0.32, N = 3SE +/- 0.36, N = 330.3051.5931.1930.7554.7531.6332.0241.8033.4231.7033.2041.231. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q07c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 1.43, N = 3SE +/- 0.27, N = 3SE +/- 1.86, N = 3SE +/- 2.44, N = 3SE +/- 0.56, N = 3SE +/- 1.25, N = 3SE +/- 0.42, N = 3SE +/- 0.25, N = 3SE +/- 1.98, N = 384.18144.70133.6884.20151.97120.2789.16113.12136.7289.05131.08127.111. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q81

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q81c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.10, N = 3SE +/- 0.32, N = 3SE +/- 0.09, N = 9SE +/- 0.07, N = 9SE +/- 0.33, N = 9SE +/- 0.15, N = 6SE +/- 0.07, N = 4SE +/- 0.14, N = 9SE +/- 0.10, N = 6SE +/- 0.04, N = 3SE +/- 0.06, N = 9SE +/- 0.18, N = 96.8911.407.196.5410.937.386.338.596.796.356.958.481. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q94

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q94c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.43, N = 3SE +/- 1.12, N = 3SE +/- 0.46, N = 3SE +/- 0.41, N = 3SE +/- 0.41, N = 3SE +/- 1.89, N = 3SE +/- 0.32, N = 3SE +/- 0.35, N = 3SE +/- 0.76, N = 3SE +/- 0.14, N = 3SE +/- 0.59, N = 3SE +/- 1.42, N = 365.2184.4993.6254.2579.1174.0370.4078.2497.3167.5696.2778.381. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q91

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q91c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 9SE +/- 0.05, N = 9SE +/- 0.22, N = 9SE +/- 0.09, N = 6SE +/- 0.07, N = 4SE +/- 0.12, N = 9SE +/- 0.09, N = 6SE +/- 0.07, N = 3SE +/- 0.02, N = 9SE +/- 0.16, N = 94.918.345.405.077.915.464.656.255.064.654.996.221. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q28

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q28c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32140280420560700SE +/- 2.99, N = 3SE +/- 3.40, N = 3SE +/- 4.54, N = 3SE +/- 9.47, N = 3SE +/- 0.49, N = 3SE +/- 15.46, N = 3SE +/- 56.70, N = 3SE +/- 16.86, N = 3SE +/- 27.44, N = 3350.77604.65366.92353.02628.90364.47352.26512.23441.58381.79462.06525.471. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q41

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q41c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321.34332.68664.02995.37326.7165SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.36, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 33.335.973.623.385.373.553.464.493.653.353.695.011. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q76

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q76c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.05, N = 3SE +/- 0.85, N = 3SE +/- 0.11, N = 9SE +/- 0.11, N = 9SE +/- 0.22, N = 9SE +/- 0.08, N = 6SE +/- 0.10, N = 4SE +/- 0.12, N = 9SE +/- 0.09, N = 6SE +/- 0.08, N = 3SE +/- 0.13, N = 9SE +/- 0.09, N = 96.8011.797.566.7911.257.486.668.487.096.586.988.171. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q97

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q97c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.22, N = 3SE +/- 0.63, N = 3SE +/- 0.21, N = 9SE +/- 0.12, N = 9SE +/- 0.48, N = 9SE +/- 0.16, N = 6SE +/- 0.04, N = 4SE +/- 0.43, N = 9SE +/- 0.07, N = 6SE +/- 0.18, N = 3SE +/- 0.10, N = 9SE +/- 0.45, N = 912.2120.7211.7411.6520.3311.5812.9017.2713.4112.5513.5417.901. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q95

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q95c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.58, N = 3SE +/- 1.01, N = 3SE +/- 0.12, N = 3SE +/- 0.68, N = 3SE +/- 0.73, N = 3SE +/- 0.09, N = 3SE +/- 0.29, N = 3SE +/- 5.58, N = 3SE +/- 5.71, N = 3SE +/- 2.92, N = 3SE +/- 0.45, N = 3SE +/- 1.71, N = 343.6075.7342.7042.7276.1743.3549.4663.2059.7356.7347.8562.081. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q36

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q36c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.07, N = 3SE +/- 0.34, N = 3SE +/- 0.05, N = 9SE +/- 0.05, N = 9SE +/- 0.19, N = 9SE +/- 0.08, N = 6SE +/- 0.06, N = 4SE +/- 0.15, N = 9SE +/- 0.08, N = 6SE +/- 0.08, N = 3SE +/- 0.07, N = 9SE +/- 0.17, N = 95.9910.096.485.959.436.545.948.146.615.676.607.991. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q59

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q59c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3250100150200250SE +/- 0.61, N = 3SE +/- 0.62, N = 3SE +/- 0.31, N = 3SE +/- 0.93, N = 3SE +/- 0.42, N = 3SE +/- 0.60, N = 3SE +/- 0.72, N = 3SE +/- 0.71, N = 3SE +/- 0.35, N = 3127.55212.11133.65129.93226.59136.15131.74177.66141.96133.58141.60194.711. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q63

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q63c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.65, N = 3SE +/- 2.59, N = 3SE +/- 0.41, N = 3SE +/- 0.22, N = 3SE +/- 1.92, N = 3SE +/- 1.01, N = 3SE +/- 0.84, N = 3SE +/- 2.14, N = 3SE +/- 17.18, N = 3SE +/- 1.15, N = 3SE +/- 0.21, N = 3SE +/- 0.67, N = 350.3784.5453.1050.1488.9854.1751.9073.1688.8754.7155.8067.361. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q34

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q34c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.37, N = 3SE +/- 1.29, N = 3SE +/- 0.11, N = 3SE +/- 0.19, N = 3SE +/- 0.17, N = 3SE +/- 0.34, N = 3SE +/- 0.18, N = 3SE +/- 1.27, N = 3SE +/- 0.49, N = 3SE +/- 0.32, N = 3SE +/- 0.80, N = 3SE +/- 2.38, N = 361.24106.3364.6360.34106.9964.3765.0186.4069.1063.7268.4984.691. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q71

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q71c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 9SE +/- 0.05, N = 9SE +/- 0.32, N = 9SE +/- 0.05, N = 6SE +/- 0.16, N = 4SE +/- 0.14, N = 9SE +/- 0.13, N = 6SE +/- 0.06, N = 3SE +/- 0.06, N = 9SE +/- 0.12, N = 96.8011.387.106.8311.217.196.508.706.916.436.858.391. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q47

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q47c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3250100150200250SE +/- 0.61, N = 3SE +/- 4.69, N = 3SE +/- 0.82, N = 3SE +/- 0.09, N = 3SE +/- 2.76, N = 3SE +/- 0.88, N = 3SE +/- 0.51, N = 3SE +/- 4.94, N = 3SE +/- 5.14, N = 3SE +/- 4.60, N = 3SE +/- 1.18, N = 3SE +/- 1.88, N = 3120.36208.47124.95119.17210.66126.48144.22188.77159.59149.17149.21182.461. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q15

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q15c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.05, N = 3SE +/- 0.27, N = 3SE +/- 0.10, N = 9SE +/- 0.08, N = 9SE +/- 0.34, N = 9SE +/- 0.08, N = 6SE +/- 0.10, N = 4SE +/- 0.13, N = 9SE +/- 0.05, N = 6SE +/- 0.06, N = 3SE +/- 0.06, N = 9SE +/- 0.22, N = 96.319.686.536.0110.086.415.927.916.295.716.637.951. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q59

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q59c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3250100150200250SE +/- 0.97, N = 3SE +/- 4.88, N = 3SE +/- 0.71, N = 3SE +/- 1.44, N = 3SE +/- 1.05, N = 3SE +/- 0.15, N = 3SE +/- 1.24, N = 3SE +/- 4.22, N = 3SE +/- 0.27, N = 3SE +/- 1.07, N = 3SE +/- 0.42, N = 3SE +/- 1.73, N = 3128.58218.66132.73130.20226.87133.26133.92183.40142.93134.14141.64176.551. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q68

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q68c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.19, N = 3SE +/- 0.95, N = 3SE +/- 0.06, N = 9SE +/- 0.12, N = 9SE +/- 0.30, N = 9SE +/- 0.14, N = 6SE +/- 0.12, N = 4SE +/- 0.20, N = 9SE +/- 0.09, N = 6SE +/- 0.16, N = 3SE +/- 0.04, N = 9SE +/- 0.13, N = 97.0812.297.507.0712.147.757.259.487.666.987.549.191. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q59

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q59c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.06, N = 3SE +/- 0.61, N = 3SE +/- 0.03, N = 9SE +/- 0.05, N = 9SE +/- 0.22, N = 9SE +/- 0.07, N = 6SE +/- 0.05, N = 4SE +/- 0.12, N = 9SE +/- 0.06, N = 6SE +/- 0.10, N = 3SE +/- 0.05, N = 9SE +/- 0.06, N = 97.1711.977.697.2911.857.806.899.227.366.807.488.951. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q28

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q28c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32130260390520650SE +/- 1.85, N = 3SE +/- 5.68, N = 3SE +/- 2.78, N = 3SE +/- 0.87, N = 3SE +/- 12.16, N = 3SE +/- 5.42, N = 3SE +/- 6.60, N = 3SE +/- 26.31, N = 3SE +/- 64.34, N = 3SE +/- 14.98, N = 3SE +/- 6.40, N = 3SE +/- 15.27, N = 3350.18587.01363.40346.72608.49369.45360.26495.58509.90384.38387.21490.141. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q43

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q43c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.30, N = 3SE +/- 1.52, N = 3SE +/- 0.34, N = 3SE +/- 0.35, N = 3SE +/- 0.47, N = 3SE +/- 0.36, N = 3SE +/- 0.26, N = 3SE +/- 0.82, N = 3SE +/- 0.40, N = 3SE +/- 0.25, N = 3SE +/- 0.64, N = 3SE +/- 1.33, N = 353.5789.9856.0653.4293.2056.3856.0874.4361.2356.1360.0072.641. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q89

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q89c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.18, N = 3SE +/- 2.64, N = 3SE +/- 0.18, N = 3SE +/- 0.51, N = 3SE +/- 1.50, N = 3SE +/- 0.30, N = 3SE +/- 1.01, N = 3SE +/- 2.65, N = 3SE +/- 5.89, N = 3SE +/- 1.51, N = 3SE +/- 0.49, N = 3SE +/- 2.83, N = 368.17113.2972.0667.55117.7172.0671.83100.8196.7174.2076.2599.111. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q64

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q64c3d-standard-60c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321326395265SE +/- 0.36, N = 4SE +/- 0.48, N = 3SE +/- 0.26, N = 4SE +/- 0.74, N = 3SE +/- 0.84, N = 6SE +/- 0.39, N = 5SE +/- 1.14, N = 2SE +/- 0.39, N = 7SE +/- 0.38, N = 935.8734.4033.4258.2333.9537.5047.6738.8237.0938.6546.681. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q82

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q82c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.08, N = 3SE +/- 0.72, N = 3SE +/- 0.13, N = 9SE +/- 0.07, N = 9SE +/- 0.27, N = 9SE +/- 0.10, N = 6SE +/- 0.17, N = 4SE +/- 0.19, N = 9SE +/- 0.08, N = 6SE +/- 0.19, N = 3SE +/- 0.07, N = 9SE +/- 0.30, N = 97.8013.578.478.2313.118.718.9812.039.428.839.7512.151. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q43

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q43c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.10, N = 3SE +/- 0.34, N = 3SE +/- 0.04, N = 9SE +/- 0.03, N = 9SE +/- 0.24, N = 9SE +/- 0.07, N = 6SE +/- 0.02, N = 4SE +/- 0.09, N = 9SE +/- 0.07, N = 6SE +/- 0.10, N = 3SE +/- 0.04, N = 9SE +/- 0.15, N = 94.327.504.624.366.764.624.395.774.664.384.725.881. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q53

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q53c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.06, N = 3SE +/- 0.31, N = 3SE +/- 0.07, N = 9SE +/- 0.07, N = 9SE +/- 0.27, N = 9SE +/- 0.34, N = 6SE +/- 0.03, N = 4SE +/- 0.12, N = 9SE +/- 0.08, N = 6SE +/- 0.03, N = 3SE +/- 0.07, N = 9SE +/- 0.12, N = 95.007.995.164.837.605.514.616.445.114.635.146.161. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q22

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q22c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.19, N = 3SE +/- 0.31, N = 3SE +/- 0.21, N = 9SE +/- 0.15, N = 9SE +/- 0.60, N = 9SE +/- 0.14, N = 6SE +/- 0.13, N = 4SE +/- 0.17, N = 9SE +/- 0.09, N = 6SE +/- 0.24, N = 3SE +/- 0.09, N = 9SE +/- 1.07, N = 910.0815.3710.8310.1515.8610.6612.8016.2612.8213.1212.8517.451. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q79

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q79c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.10, N = 3SE +/- 0.18, N = 3SE +/- 0.05, N = 9SE +/- 0.05, N = 9SE +/- 0.30, N = 9SE +/- 0.06, N = 6SE +/- 0.08, N = 4SE +/- 0.05, N = 9SE +/- 0.07, N = 6SE +/- 0.10, N = 3SE +/- 0.03, N = 9SE +/- 0.13, N = 97.4012.347.657.1311.987.757.439.627.957.307.909.621. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q61

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q61c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321.1072.2143.3214.4285.535SE +/- 0.06, N = 3SE +/- 0.19, N = 3SE +/- 0.04, N = 9SE +/- 0.03, N = 9SE +/- 0.17, N = 9SE +/- 0.04, N = 6SE +/- 0.04, N = 4SE +/- 0.05, N = 9SE +/- 0.06, N = 6SE +/- 0.04, N = 3SE +/- 0.03, N = 9SE +/- 0.05, N = 93.024.673.253.064.923.302.914.053.242.853.203.851. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q79

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q79c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 1.07, N = 3SE +/- 0.76, N = 2SE +/- 0.24, N = 3SE +/- 1.19, N = 3SE +/- 0.35, N = 3SE +/- 2.89, N = 3SE +/- 19.99, N = 3SE +/- 3.30, N = 3SE +/- 12.68, N = 3SE +/- 3.06, N = 393.01152.69147.4388.57110.7398.43130.47139.06102.18122.52128.991. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q85

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q85c3d-standard-60c2d-standard-56c3d-highmem-60c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321632486480SE +/- 0.39, N = 3SE +/- 0.11, N = 3SE +/- 0.20, N = 3SE +/- 0.38, N = 3SE +/- 0.30, N = 3SE +/- 0.36, N = 3SE +/- 0.10, N = 3SE +/- 1.05, N = 3SE +/- 0.28, N = 3SE +/- 3.29, N = 344.3147.1543.0246.7046.9761.0673.0846.3247.8758.901. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q08

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q08c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.04, N = 3SE +/- 0.21, N = 3SE +/- 0.05, N = 9SE +/- 0.06, N = 9SE +/- 0.13, N = 9SE +/- 0.07, N = 6SE +/- 0.13, N = 4SE +/- 0.11, N = 9SE +/- 0.05, N = 6SE +/- 0.08, N = 3SE +/- 0.05, N = 9SE +/- 0.23, N = 96.089.906.536.219.926.616.097.896.555.846.587.801. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q63

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q63c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.10, N = 3SE +/- 0.24, N = 3SE +/- 0.07, N = 9SE +/- 0.11, N = 9SE +/- 0.27, N = 9SE +/- 0.04, N = 6SE +/- 0.04, N = 4SE +/- 0.13, N = 9SE +/- 0.05, N = 6SE +/- 0.09, N = 3SE +/- 0.04, N = 9SE +/- 0.07, N = 94.747.625.365.078.055.254.756.455.124.895.196.181. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q98

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q98c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-320.84831.69662.54493.39324.2415SE +/- 0.04, N = 3SE +/- 0.28, N = 3SE +/- 0.02, N = 9SE +/- 0.01, N = 9SE +/- 0.08, N = 9SE +/- 0.02, N = 6SE +/- 0.03, N = 4SE +/- 0.06, N = 9SE +/- 0.02, N = 6SE +/- 0.01, N = 3SE +/- 0.02, N = 9SE +/- 0.08, N = 92.313.772.452.333.342.442.252.992.432.232.433.051. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q45

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q45c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.10, N = 3SE +/- 0.54, N = 3SE +/- 0.09, N = 9SE +/- 0.08, N = 9SE +/- 0.29, N = 9SE +/- 0.11, N = 6SE +/- 0.09, N = 4SE +/- 0.13, N = 9SE +/- 0.13, N = 6SE +/- 0.11, N = 3SE +/- 0.08, N = 9SE +/- 0.24, N = 96.079.336.615.749.316.465.617.526.285.526.347.591. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q14

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q14c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.08, N = 3SE +/- 0.41, N = 3SE +/- 0.17, N = 9SE +/- 0.19, N = 9SE +/- 0.50, N = 9SE +/- 0.29, N = 6SE +/- 0.36, N = 4SE +/- 0.25, N = 9SE +/- 0.11, N = 6SE +/- 0.11, N = 3SE +/- 0.07, N = 9SE +/- 0.52, N = 913.3822.4914.2413.8722.3414.5115.3818.8615.4515.1315.3819.181. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q02

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q02c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.06, N = 3SE +/- 0.25, N = 3SE +/- 0.05, N = 9SE +/- 0.07, N = 9SE +/- 0.23, N = 9SE +/- 0.06, N = 6SE +/- 0.04, N = 4SE +/- 0.12, N = 9SE +/- 0.02, N = 6SE +/- 0.09, N = 3SE +/- 0.03, N = 9SE +/- 0.19, N = 95.348.975.795.568.795.805.437.325.865.465.837.311. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q39

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q39c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.19, N = 3SE +/- 0.48, N = 3SE +/- 0.13, N = 3SE +/- 0.12, N = 3SE +/- 0.23, N = 3SE +/- 0.37, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.84, N = 312.3218.1912.3012.2519.5311.6413.8818.2813.6013.5313.9218.521. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q54

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q54c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.08, N = 3SE +/- 0.51, N = 3SE +/- 0.07, N = 9SE +/- 0.04, N = 9SE +/- 0.24, N = 9SE +/- 0.07, N = 6SE +/- 0.06, N = 4SE +/- 0.17, N = 9SE +/- 0.08, N = 6SE +/- 0.09, N = 3SE +/- 0.05, N = 9SE +/- 0.14, N = 98.7114.579.118.8314.419.189.4612.4810.099.439.9912.151. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q41

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q41c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321.24432.48863.73294.97726.2215SE +/- 0.01, N = 3SE +/- 0.17, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.25, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 33.315.063.593.385.533.623.424.503.683.343.644.391. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q89

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q89c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.17, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 9SE +/- 0.03, N = 9SE +/- 0.25, N = 9SE +/- 0.06, N = 6SE +/- 0.08, N = 4SE +/- 0.14, N = 9SE +/- 0.09, N = 6SE +/- 0.10, N = 3SE +/- 0.10, N = 9SE +/- 0.18, N = 95.929.276.145.709.046.225.637.506.275.566.217.591. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q09

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q09c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.07, N = 3SE +/- 0.28, N = 3SE +/- 0.05, N = 9SE +/- 0.05, N = 9SE +/- 0.23, N = 9SE +/- 0.04, N = 6SE +/- 0.09, N = 4SE +/- 0.24, N = 9SE +/- 0.11, N = 6SE +/- 0.15, N = 3SE +/- 0.05, N = 9SE +/- 0.21, N = 95.829.656.255.869.486.206.087.926.446.036.467.831. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q44

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q44c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321.0172.0343.0514.0685.085SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.02, N = 9SE +/- 0.01, N = 9SE +/- 0.11, N = 9SE +/- 0.01, N = 6SE +/- 0.02, N = 4SE +/- 0.09, N = 9SE +/- 0.03, N = 6SE +/- 0.03, N = 3SE +/- 0.01, N = 9SE +/- 0.10, N = 92.834.523.002.874.523.002.813.822.972.733.023.701. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q85

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q85c3d-standard-60c2d-standard-56c3d-highmem-60c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321632486480SE +/- 0.32, N = 3SE +/- 0.82, N = 3SE +/- 0.34, N = 3SE +/- 0.21, N = 3SE +/- 0.87, N = 3SE +/- 2.94, N = 3SE +/- 0.75, N = 3SE +/- 0.98, N = 347.8472.5345.0649.6547.0960.1072.7047.5474.1366.991. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q12

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q12c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321.06652.1333.19954.2665.3325SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.29, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 33.164.743.402.984.363.133.153.793.122.893.154.621. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q41

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q41c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321.11382.22763.34144.45525.569SE +/- 0.02, N = 3SE +/- 0.24, N = 3SE +/- 0.02, N = 9SE +/- 0.02, N = 9SE +/- 0.13, N = 9SE +/- 0.01, N = 6SE +/- 0.04, N = 4SE +/- 0.08, N = 9SE +/- 0.04, N = 6SE +/- 0.05, N = 3SE +/- 0.02, N = 9SE +/- 0.12, N = 93.044.953.353.134.713.333.034.083.293.063.294.111. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q20

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q20c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-320.80551.6112.41653.2224.0275SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 9SE +/- 0.01, N = 9SE +/- 0.12, N = 9SE +/- 0.01, N = 6SE +/- 0.03, N = 4SE +/- 0.03, N = 9SE +/- 0.03, N = 6SE +/- 0.01, N = 3SE +/- 0.02, N = 9SE +/- 0.08, N = 92.303.222.462.363.582.492.212.952.462.332.423.041. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q12

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q12c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-320.80331.60662.40993.21324.0165SE +/- 0.02, N = 3SE +/- 0.15, N = 3SE +/- 0.01, N = 9SE +/- 0.01, N = 9SE +/- 0.04, N = 9SE +/- 0.01, N = 6SE +/- 0.02, N = 4SE +/- 0.10, N = 9SE +/- 0.02, N = 6SE +/- 0.01, N = 3SE +/- 0.02, N = 9SE +/- 0.08, N = 92.283.572.472.303.362.472.243.112.442.212.432.961. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q70

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q70c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.02, N = 3SE +/- 0.28, N = 3SE +/- 0.04, N = 9SE +/- 0.04, N = 9SE +/- 0.28, N = 9SE +/- 0.06, N = 6SE +/- 0.05, N = 4SE +/- 0.10, N = 9SE +/- 0.08, N = 6SE +/- 0.00, N = 3SE +/- 0.05, N = 9SE +/- 0.11, N = 95.799.286.245.799.186.325.957.936.395.896.347.591. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q12

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q12c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321.03282.06563.09844.13125.164SE +/- 0.04, N = 3SE +/- 0.18, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.21, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.18, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 33.204.593.402.964.433.172.894.203.183.013.163.681. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q20

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q20c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321.10932.21863.32794.43725.5465SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.21, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.14, N = 3SE +/- 0.15, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 33.304.543.413.194.933.403.164.483.573.113.454.051. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q99

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q99c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321326395265SE +/- 0.43, N = 3SE +/- 0.86, N = 3SE +/- 0.39, N = 3SE +/- 0.38, N = 3SE +/- 1.12, N = 3SE +/- 0.26, N = 3SE +/- 0.14, N = 3SE +/- 1.17, N = 3SE +/- 0.66, N = 3SE +/- 0.30, N = 3SE +/- 0.08, N = 3SE +/- 1.27, N = 337.2557.1342.7537.5158.9342.1244.3555.3848.5844.1248.2056.911. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q79

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q79c3d-standard-60c2d-standard-56c3d-highmem-60c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.18, N = 3SE +/- 0.13, N = 2SE +/- 0.10, N = 3SE +/- 0.43, N = 3SE +/- 2.01, N = 3SE +/- 16.45, N = 3SE +/- 2.36, N = 3SE +/- 3.21, N = 388.5492.3787.6491.60102.76130.70138.2597.59104.37135.941. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q94

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q94c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.30, N = 3SE +/- 0.21, N = 3SE +/- 1.32, N = 3SE +/- 0.28, N = 3SE +/- 0.35, N = 3SE +/- 0.69, N = 3SE +/- 0.42, N = 3SE +/- 0.68, N = 3SE +/- 0.71, N = 364.7290.5892.4661.4284.6990.7068.8178.3595.3666.8495.5085.591. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q21

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q21c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.43, N = 3SE +/- 0.16, N = 3SE +/- 0.21, N = 3SE +/- 0.25, N = 3SE +/- 0.20, N = 3SE +/- 1.19, N = 39.3514.4113.419.4013.3313.219.3112.0013.079.6412.1612.181. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q30

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q30c3d-standard-60c2d-standard-56c3d-highmem-60n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321326395265SE +/- 0.33, N = 2SE +/- 0.09, N = 2SE +/- 0.83, N = 3SE +/- 0.64, N = 3SE +/- 0.19, N = 237.8941.4938.9154.0745.1141.8244.2158.231. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q98

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q98c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321.12952.2593.38854.5185.6475SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.16, N = 3SE +/- 0.00, N = 2SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 33.374.953.553.374.743.513.354.123.543.333.535.021. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q45

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q45c2d-standard-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321428425670SE +/- 0.57, N = 2SE +/- 1.10, N = 2SE +/- 1.99, N = 3SE +/- 0.42, N = 3SE +/- 1.17, N = 346.3643.3454.4645.8941.3944.1561.511. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q23

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q23c2d-standard-56c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321428425670SE +/- 0.26, N = 2SE +/- 1.63, N = 3SE +/- 0.05, N = 3SE +/- 0.57, N = 9SE +/- 0.84, N = 6SE +/- 1.04, N = 9SE +/- 4.18, N = 743.3547.3648.2762.1352.1649.6652.1464.401. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q06c2d-standard-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.45, N = 2SE +/- 0.20, N = 2SE +/- 0.63, N = 3SE +/- 0.38, N = 374.5375.4093.6178.2970.6876.11104.431. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q30

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q30c3d-standard-60c2d-standard-56c3d-highmem-60c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c2d-highmem-32n2d-highmem-321326395265SE +/- 0.56, N = 2SE +/- 0.59, N = 2SE +/- 0.95, N = 2SE +/- 0.35, N = 3SE +/- 0.76, N = 3SE +/- 0.50, N = 339.4542.3838.0942.6641.1456.2745.4046.2153.351. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q78

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q78c2d-standard-56c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321020304050SE +/- 0.88, N = 2SE +/- 0.62, N = 2SE +/- 0.19, N = 4SE +/- 0.21, N = 7SE +/- 0.30, N = 6SE +/- 0.77, N = 2SE +/- 0.24, N = 9SE +/- 0.96, N = 831.2232.2435.8446.0238.0335.9437.5346.031. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q01

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q01c2d-standard-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321428425670SE +/- 0.37, N = 3SE +/- 0.37, N = 3SE +/- 0.66, N = 3SE +/- 0.52, N = 3SE +/- 0.24, N = 344.9044.0856.8148.0243.3448.3863.461. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q25

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q25c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3260120180240300SE +/- 12.21, N = 2SE +/- 19.41, N = 3SE +/- 0.66, N = 3SE +/- 4.94, N = 3190.95229.10279.18194.65229.33220.111. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q21

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q21c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.19, N = 3SE +/- 0.36, N = 3SE +/- 0.16, N = 3SE +/- 0.07, N = 3SE +/- 0.51, N = 3SE +/- 0.18, N = 3SE +/- 0.03, N = 3SE +/- 1.59, N = 3SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 3SE +/- 0.27, N = 39.4412.6113.559.3013.2213.499.3913.2313.089.6313.5811.581. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q93

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q93c2d-standard-56c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32612182430SE +/- 0.35, N = 3SE +/- 0.04, N = 2SE +/- 0.30, N = 3SE +/- 0.52, N = 8SE +/- 0.34, N = 6SE +/- 0.42, N = 3SE +/- 0.17, N = 8SE +/- 0.99, N = 919.0519.1120.8627.4221.6420.2122.0327.591. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q98

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q98c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321.08232.16463.24694.32925.4115SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.13, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.18, N = 33.344.583.463.344.813.523.404.663.473.333.534.481. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q06

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q06c2d-standard-56c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.17, N = 5SE +/- 0.10, N = 2SE +/- 0.18, N = 4SE +/- 0.20, N = 7SE +/- 0.07, N = 5SE +/- 0.06, N = 3SE +/- 0.17, N = 7SE +/- 0.74, N = 812.3511.9712.5516.5913.5712.5413.5517.221. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q04

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q04c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321224364860SE +/- 0.81, N = 4SE +/- 0.65, N = 5SE +/- 0.60, N = 4SE +/- 0.37, N = 4SE +/- 2.08, N = 537.5447.6740.4336.2238.3751.421. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q80

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q80c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321020304050SE +/- 0.24, N = 3SE +/- 0.22, N = 4SE +/- 0.40, N = 7SE +/- 0.11, N = 6SE +/- 0.34, N = 3SE +/- 0.25, N = 8SE +/- 0.70, N = 930.2333.2341.5933.6632.3934.6842.401. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q11c3d-standard-30n2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32918273645SE +/- 0.36, N = 4SE +/- 1.49, N = 2SE +/- 0.18, N = 3SE +/- 0.26, N = 326.6937.3426.7328.9634.681. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q17c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32816243240SE +/- 0.22, N = 4SE +/- 0.79, N = 7SE +/- 0.28, N = 4SE +/- 0.23, N = 3SE +/- 0.21, N = 7SE +/- 2.49, N = 427.0333.2327.7125.9627.4036.291. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q15

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q15c3d-standard-30n2d-standard-32c2d-standard-32c2d-highmem-32n2d-highmem-321122334455SE +/- 2.02, N = 2SE +/- 1.65, N = 2SE +/- 0.18, N = 235.2245.4747.8448.7842.641. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q74

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q74c2d-standard-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32714212835SE +/- 0.07, N = 2SE +/- 0.12, N = 4SE +/- 0.39, N = 3SE +/- 0.29, N = 4SE +/- 0.16, N = 424.4623.7031.1525.2222.9525.6731.771. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q65

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q65c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32100200300400500SE +/- 3.34, N = 2SE +/- 27.64, N = 2SE +/- 19.35, N = 3SE +/- 12.25, N = 3SE +/- 2.20, N = 2343.58455.89357.63345.35330.64417.341. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q24

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q24c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.17, N = 4SE +/- 0.25, N = 9SE +/- 0.27, N = 6SE +/- 0.30, N = 3SE +/- 0.23, N = 9SE +/- 0.86, N = 914.1918.3915.6014.0715.4719.261. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q40

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q40c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321428425670SE +/- 0.35, N = 3SE +/- 1.31, N = 3SE +/- 0.61, N = 3SE +/- 0.82, N = 345.3361.3461.9546.9958.2055.221. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q25

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q25c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32816243240SE +/- 0.36, N = 3SE +/- 0.50, N = 3SE +/- 0.17, N = 4SE +/- 0.04, N = 3SE +/- 0.26, N = 8SE +/- 0.91, N = 627.0632.8327.8525.6127.6734.831. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q01

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q01c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321326395265SE +/- 0.23, N = 3SE +/- 1.08, N = 3SE +/- 0.65, N = 3SE +/- 0.06, N = 3SE +/- 0.65, N = 3SE +/- 0.15, N = 343.9258.2748.3142.9648.6557.291. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q45

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q45c2d-standard-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321224364860SE +/- 0.63, N = 3SE +/- 0.52, N = 3SE +/- 1.22, N = 3SE +/- 0.47, N = 3SE +/- 1.04, N = 3SE +/- 0.67, N = 345.1142.3253.7443.5540.3244.4852.551. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q51

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q51c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3260120180240300SE +/- 5.65, N = 3SE +/- 3.00, N = 3SE +/- 8.95, N = 3SE +/- 1.04, N = 3SE +/- 1.82, N = 3226.69270.89232.03218.30216.10285.881. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q81

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q81c3d-standard-60c2d-standard-56c3d-highmem-60c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321020304050SE +/- 0.29, N = 3SE +/- 0.63, N = 2SE +/- 0.17, N = 2SE +/- 0.49, N = 3SE +/- 0.22, N = 2SE +/- 0.63, N = 3SE +/- 0.37, N = 3SE +/- 0.13, N = 3SE +/- 0.23, N = 3SE +/- 0.98, N = 333.4740.0234.1640.2835.2844.2441.3034.7241.9143.961. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q17c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3250100150200250SE +/- 0.67, N = 2SE +/- 1.96, N = 2SE +/- 5.43, N = 3SE +/- 5.84, N = 3SE +/- 0.27, N = 2SE +/- 1.11, N = 2181.14236.28237.26186.70233.41215.321. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q50

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q50c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.12, N = 2SE +/- 0.33, N = 7SE +/- 0.22, N = 4SE +/- 0.12, N = 3SE +/- 0.29, N = 7SE +/- 0.75, N = 714.7418.5815.1814.6215.2319.121. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q51

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q51c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3260120180240300SE +/- 1.08, N = 3SE +/- 4.73, N = 3SE +/- 14.30, N = 3SE +/- 2.47, N = 3SE +/- 1.08, N = 3SE +/- 32.43, N = 3231.04278.97241.95227.96223.14291.691. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q29

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q29c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32816243240SE +/- 0.16, N = 4SE +/- 0.51, N = 5SE +/- 0.17, N = 4SE +/- 0.17, N = 3SE +/- 0.25, N = 5SE +/- 1.22, N = 826.3332.6427.7726.0727.5933.981. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q65

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q65c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3290180270360450SE +/- 3.93, N = 2SE +/- 13.10, N = 3SE +/- 18.45, N = 3SE +/- 2.26, N = 2SE +/- 3.33, N = 3SE +/- 8.97, N = 3337.22431.16375.15381.94337.02393.151. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q67

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q67c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321224364860SE +/- 0.32, N = 4SE +/- 1.24, N = 9SE +/- 0.43, N = 6SE +/- 0.20, N = 3SE +/- 0.45, N = 9SE +/- 0.89, N = 944.4854.8944.5244.8844.4252.891. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q72

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q72c3d-standard-30n2d-standard-32c2d-highmem-32n2d-highmem-324080120160200SE +/- 0.59, N = 2151.39186.61169.74173.971. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q72

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q72c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.05, N = 2SE +/- 0.82, N = 4SE +/- 0.97, N = 4SE +/- 0.33, N = 6SE +/- 0.68, N = 569.1083.1573.5968.5374.2683.771. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q31

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q31c3d-standard-30c3d-highmem-3070140210280350SE +/- 1.10, N = 2312.38300.211. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q81

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q81n2d-standard-322040608010089.931. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q31

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q31c3d-standard-3070140210280350SE +/- 1.82, N = 2318.671. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q54

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q54c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30n2d-highmem-324080120160200SE +/- 5.41, N = 2SE +/- 9.87, N = 3134.24156.77168.75122.81162.731. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q18

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q18c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-324080120160200SE +/- 0.25, N = 3SE +/- 4.94, N = 3SE +/- 13.55, N = 3SE +/- 8.64, N = 3SE +/- 6.45, N = 3SE +/- 6.08, N = 379.4398.33155.3688.66165.4499.271. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q91

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q91c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32714212835SE +/- 0.15, N = 3SE +/- 0.26, N = 3SE +/- 0.11, N = 3SE +/- 1.09, N = 3SE +/- 0.22, N = 3SE +/- 0.10, N = 3SE +/- 2.45, N = 3SE +/- 1.69, N = 3SE +/- 4.15, N = 317.7126.6323.3316.9731.1523.1816.9125.0230.8919.8630.4026.391. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q42

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q42c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321632486480SE +/- 0.22, N = 3SE +/- 0.46, N = 3SE +/- 0.23, N = 3SE +/- 1.66, N = 3SE +/- 2.50, N = 3SE +/- 4.98, N = 3SE +/- 5.43, N = 3SE +/- 0.26, N = 3SE +/- 0.85, N = 320.4334.7223.7920.7739.3221.8235.0549.8569.1339.0871.9242.121. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 10000 - Q03

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 10000 - Q03c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 4.41, N = 3SE +/- 6.55, N = 3SE +/- 3.49, N = 3SE +/- 0.80, N = 3SE +/- 0.49, N = 3SE +/- 2.02, N = 3SE +/- 1.63, N = 3SE +/- 6.72, N = 3SE +/- 0.65, N = 371.5095.74136.0573.35101.00126.2375.7276.23141.6965.44137.8379.381. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q82

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q82c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321530456075SE +/- 0.14, N = 3SE +/- 0.95, N = 3SE +/- 2.33, N = 3SE +/- 0.49, N = 3SE +/- 1.15, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.57, N = 3SE +/- 4.75, N = 3SE +/- 2.80, N = 3SE +/- 8.72, N = 3SE +/- 1.73, N = 340.8256.5266.3333.1055.4538.4342.0747.1766.1738.7658.3644.891. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q76

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q76c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3250100150200250SE +/- 1.10, N = 3SE +/- 3.24, N = 3SE +/- 1.43, N = 3SE +/- 1.25, N = 3SE +/- 4.63, N = 3SE +/- 1.32, N = 3SE +/- 0.18, N = 3SE +/- 1.73, N = 3SE +/- 10.71, N = 3SE +/- 6.97, N = 3SE +/- 6.90, N = 3SE +/- 6.03, N = 373.46127.7677.6074.16130.7177.54142.07139.44235.5895.1398.79100.001. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q71

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q71c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3250100150200250SE +/- 4.02, N = 3SE +/- 4.38, N = 3SE +/- 6.71, N = 3SE +/- 0.18, N = 3SE +/- 5.78, N = 3SE +/- 0.06, N = 3SE +/- 0.31, N = 3SE +/- 4.65, N = 3SE +/- 11.50, N = 3SE +/- 5.48, N = 3SE +/- 22.28, N = 3SE +/- 7.54, N = 3123.82167.40231.9486.20153.4191.16140.27151.07232.17108.17158.83127.711. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q52

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q52c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.35, N = 3SE +/- 1.69, N = 3SE +/- 0.25, N = 3SE +/- 1.19, N = 3SE +/- 4.94, N = 3SE +/- 1.26, N = 3SE +/- 0.27, N = 3SE +/- 3.19, N = 3SE +/- 20.07, N = 3SE +/- 0.48, N = 3SE +/- 5.01, N = 3SE +/- 3.66, N = 355.25106.2277.7154.52104.0374.1353.4276.84117.3153.5562.3874.341. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q44

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q44c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-324080120160200SE +/- 0.02, N = 3SE +/- 1.76, N = 3SE +/- 0.26, N = 3SE +/- 0.18, N = 3SE +/- 1.37, N = 3SE +/- 0.17, N = 3SE +/- 1.47, N = 3SE +/- 7.63, N = 3SE +/- 38.28, N = 3SE +/- 16.11, N = 3SE +/- 1.79, N = 3SE +/- 7.05, N = 371.84120.1888.3769.36124.3473.8293.20112.54162.32104.4093.33106.031. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q39

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q39c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32510152025SE +/- 0.32, N = 3SE +/- 0.03, N = 3SE +/- 0.55, N = 3SE +/- 0.28, N = 3SE +/- 0.93, N = 3SE +/- 0.45, N = 3SE +/- 0.17, N = 3SE +/- 0.44, N = 3SE +/- 0.40, N = 3SE +/- 0.50, N = 3SE +/- 0.28, N = 3SE +/- 0.25, N = 312.0516.8712.3912.1719.1712.9713.2118.5513.7513.3514.8017.871. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q37

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q37c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321020304050SE +/- 0.06, N = 3SE +/- 0.27, N = 3SE +/- 0.77, N = 3SE +/- 0.28, N = 3SE +/- 0.74, N = 3SE +/- 0.03, N = 3SE +/- 0.49, N = 3SE +/- 1.03, N = 3SE +/- 2.31, N = 3SE +/- 1.59, N = 3SE +/- 3.96, N = 3SE +/- 1.13, N = 318.5326.1324.2215.5124.0416.7624.6329.0143.3825.3033.3827.171. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q32

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q32c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32306090120150SE +/- 0.19, N = 3SE +/- 1.33, N = 3SE +/- 3.75, N = 3SE +/- 1.01, N = 3SE +/- 1.73, N = 3SE +/- 0.72, N = 3SE +/- 3.46, N = 3SE +/- 3.60, N = 3SE +/- 19.88, N = 3SE +/- 11.21, N = 3SE +/- 9.72, N = 3SE +/- 2.65, N = 337.7249.9283.3234.7649.6451.5858.7160.19116.7556.7867.5051.101. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q26

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q26c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3220406080100SE +/- 0.27, N = 3SE +/- 0.50, N = 3SE +/- 0.95, N = 3SE +/- 0.72, N = 3SE +/- 0.99, N = 3SE +/- 0.79, N = 3SE +/- 0.33, N = 3SE +/- 3.65, N = 3SE +/- 10.53, N = 3SE +/- 4.50, N = 3SE +/- 0.09, N = 3SE +/- 3.30, N = 331.8255.0472.3429.6454.6044.4846.5256.6298.7655.2277.4656.541. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q09

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q09c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3280160240320400SE +/- 0.24, N = 3SE +/- 1.11, N = 3SE +/- 0.86, N = 3SE +/- 0.13, N = 3SE +/- 1.96, N = 3SE +/- 0.93, N = 3SE +/- 0.26, N = 3SE +/- 43.25, N = 3SE +/- 124.09, N = 3SE +/- 47.53, N = 3SE +/- 103.25, N = 3SE +/- 16.14, N = 365.9285.2182.9263.2893.3771.69114.36168.83349.11201.53318.45146.601. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 3000 - Q07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 3000 - Q07c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-324080120160200SE +/- 0.57, N = 3SE +/- 1.89, N = 3SE +/- 0.20, N = 3SE +/- 1.58, N = 3SE +/- 1.97, N = 3SE +/- 0.12, N = 3SE +/- 0.40, N = 3SE +/- 4.14, N = 3SE +/- 21.32, N = 3SE +/- 5.53, N = 3SE +/- 12.42, N = 3SE +/- 0.88, N = 382.12143.87137.6686.01147.62132.57105.69118.01177.42100.15178.82113.721. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q99

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q99c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.37, N = 3SE +/- 0.53, N = 3SE +/- 0.10, N = 9SE +/- 0.17, N = 9SE +/- 0.27, N = 9SE +/- 0.16, N = 6SE +/- 0.09, N = 4SE +/- 0.19, N = 9SE +/- 0.11, N = 6SE +/- 0.05, N = 3SE +/- 0.12, N = 9SE +/- 0.21, N = 95.337.905.244.968.095.134.846.155.224.825.086.581. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q96

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q96c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-321.12952.2593.38854.5185.6475SE +/- 0.07, N = 3SE +/- 0.23, N = 3SE +/- 0.06, N = 9SE +/- 0.06, N = 9SE +/- 0.20, N = 9SE +/- 0.08, N = 6SE +/- 0.06, N = 4SE +/- 0.06, N = 9SE +/- 0.10, N = 6SE +/- 0.09, N = 3SE +/- 0.06, N = 9SE +/- 0.11, N = 93.364.943.703.395.023.593.444.373.633.333.644.431. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q90

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q90c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.20, N = 3SE +/- 0.45, N = 3SE +/- 0.10, N = 9SE +/- 0.10, N = 9SE +/- 0.19, N = 9SE +/- 0.14, N = 6SE +/- 0.29, N = 4SE +/- 0.16, N = 9SE +/- 0.20, N = 6SE +/- 0.12, N = 3SE +/- 0.21, N = 9SE +/- 0.17, N = 93.666.034.353.845.664.464.215.024.103.434.254.981. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q88

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q88c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.13, N = 3SE +/- 0.39, N = 3SE +/- 0.14, N = 9SE +/- 0.12, N = 9SE +/- 0.34, N = 9SE +/- 0.33, N = 6SE +/- 0.28, N = 4SE +/- 0.27, N = 9SE +/- 0.16, N = 6SE +/- 0.27, N = 3SE +/- 0.11, N = 9SE +/- 0.27, N = 97.2012.348.607.1511.698.518.2310.818.547.918.9810.371. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q86

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q86c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.13, N = 3SE +/- 0.25, N = 3SE +/- 0.06, N = 9SE +/- 0.06, N = 9SE +/- 0.23, N = 9SE +/- 0.04, N = 6SE +/- 0.03, N = 4SE +/- 0.15, N = 9SE +/- 0.13, N = 6SE +/- 0.05, N = 3SE +/- 0.06, N = 9SE +/- 0.15, N = 94.877.005.254.617.574.964.966.335.014.724.876.211. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q85

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q85c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.32, N = 3SE +/- 0.50, N = 3SE +/- 0.06, N = 9SE +/- 0.08, N = 9SE +/- 0.38, N = 9SE +/- 0.07, N = 6SE +/- 0.07, N = 4SE +/- 0.23, N = 9SE +/- 0.18, N = 6SE +/- 0.04, N = 3SE +/- 0.14, N = 9SE +/- 0.23, N = 98.9015.349.288.9214.949.377.9410.638.837.708.6810.771. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q83

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q83c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.04, N = 3SE +/- 0.37, N = 3SE +/- 0.05, N = 9SE +/- 0.05, N = 9SE +/- 0.39, N = 9SE +/- 0.12, N = 6SE +/- 0.08, N = 4SE +/- 0.15, N = 9SE +/- 0.09, N = 6SE +/- 0.03, N = 3SE +/- 0.09, N = 9SE +/- 0.22, N = 95.9110.326.506.1410.046.695.307.415.815.425.897.461. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q73

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q73c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.39, N = 3SE +/- 0.36, N = 3SE +/- 0.28, N = 9SE +/- 0.15, N = 9SE +/- 0.43, N = 9SE +/- 0.09, N = 6SE +/- 0.13, N = 4SE +/- 0.17, N = 9SE +/- 0.19, N = 6SE +/- 0.21, N = 3SE +/- 0.12, N = 9SE +/- 0.11, N = 96.3111.767.016.5410.697.706.158.656.786.626.688.461. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q66

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q66c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.42, N = 3SE +/- 0.14, N = 3SE +/- 0.15, N = 9SE +/- 0.13, N = 9SE +/- 0.09, N = 9SE +/- 0.19, N = 6SE +/- 0.36, N = 4SE +/- 0.32, N = 9SE +/- 0.19, N = 6SE +/- 0.02, N = 3SE +/- 0.21, N = 9SE +/- 0.20, N = 97.2210.977.116.8610.747.046.798.837.156.337.128.961. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q62

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q62c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 9SE +/- 0.11, N = 9SE +/- 0.42, N = 9SE +/- 0.14, N = 6SE +/- 0.15, N = 4SE +/- 0.15, N = 9SE +/- 0.13, N = 6SE +/- 0.21, N = 3SE +/- 0.14, N = 9SE +/- 0.09, N = 95.108.405.435.058.275.634.516.365.344.525.146.011. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q60

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q60c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.19, N = 3SE +/- 0.78, N = 3SE +/- 0.19, N = 9SE +/- 0.16, N = 9SE +/- 0.69, N = 9SE +/- 0.26, N = 6SE +/- 0.10, N = 4SE +/- 0.20, N = 9SE +/- 0.08, N = 6SE +/- 0.06, N = 3SE +/- 0.08, N = 9SE +/- 0.08, N = 98.5216.049.278.7615.149.257.6610.027.887.127.889.321. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q58

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q58c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-3248121620SE +/- 0.76, N = 3SE +/- 0.64, N = 3SE +/- 0.38, N = 9SE +/- 0.15, N = 9SE +/- 0.66, N = 9SE +/- 0.11, N = 6SE +/- 0.11, N = 4SE +/- 0.21, N = 9SE +/- 0.18, N = 6SE +/- 0.09, N = 3SE +/- 0.07, N = 9SE +/- 0.19, N = 97.6014.668.308.1414.018.377.3310.137.767.437.959.711. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q57

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q57c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.33, N = 3SE +/- 0.44, N = 3SE +/- 0.26, N = 9SE +/- 0.15, N = 9SE +/- 0.39, N = 9SE +/- 0.26, N = 6SE +/- 0.10, N = 4SE +/- 0.21, N = 9SE +/- 0.15, N = 6SE +/- 0.10, N = 3SE +/- 0.19, N = 9SE +/- 0.14, N = 97.3612.208.007.2511.768.397.219.847.817.108.349.611. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q56

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q56c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.18, N = 3SE +/- 0.39, N = 3SE +/- 0.11, N = 9SE +/- 0.16, N = 9SE +/- 0.23, N = 9SE +/- 0.18, N = 6SE +/- 0.15, N = 4SE +/- 0.08, N = 9SE +/- 0.10, N = 6SE +/- 0.26, N = 3SE +/- 0.09, N = 9SE +/- 0.09, N = 96.2811.116.626.4411.006.896.028.196.775.986.697.931. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q55

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q55c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.24, N = 3SE +/- 0.11, N = 3SE +/- 0.12, N = 9SE +/- 0.07, N = 9SE +/- 0.30, N = 9SE +/- 0.11, N = 6SE +/- 0.10, N = 4SE +/- 0.10, N = 9SE +/- 0.03, N = 6SE +/- 0.22, N = 3SE +/- 0.12, N = 9SE +/- 0.11, N = 94.907.495.104.797.844.904.495.994.784.704.935.731. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q52

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q52c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.28, N = 3SE +/- 0.31, N = 3SE +/- 0.09, N = 9SE +/- 0.14, N = 9SE +/- 0.33, N = 9SE +/- 0.14, N = 6SE +/- 0.12, N = 4SE +/- 0.12, N = 9SE +/- 0.10, N = 6SE +/- 0.18, N = 3SE +/- 0.05, N = 9SE +/- 0.10, N = 95.348.345.505.358.795.524.896.355.204.755.116.171. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q48

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q48c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.06, N = 3SE +/- 0.48, N = 3SE +/- 0.06, N = 9SE +/- 0.05, N = 9SE +/- 0.17, N = 9SE +/- 0.09, N = 6SE +/- 0.09, N = 4SE +/- 0.14, N = 9SE +/- 0.06, N = 6SE +/- 0.08, N = 3SE +/- 0.06, N = 9SE +/- 0.20, N = 95.348.505.735.468.205.905.337.205.855.635.717.081. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q42

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q42c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.25, N = 3SE +/- 0.89, N = 3SE +/- 0.12, N = 9SE +/- 0.08, N = 9SE +/- 0.48, N = 9SE +/- 0.17, N = 6SE +/- 0.13, N = 4SE +/- 0.12, N = 9SE +/- 0.05, N = 6SE +/- 0.19, N = 3SE +/- 0.12, N = 9SE +/- 0.14, N = 94.458.244.494.207.025.174.145.384.494.154.505.561. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q37

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q37c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.05, N = 3SE +/- 0.49, N = 3SE +/- 0.05, N = 9SE +/- 0.05, N = 9SE +/- 0.26, N = 9SE +/- 0.05, N = 6SE +/- 0.07, N = 4SE +/- 0.17, N = 9SE +/- 0.04, N = 6SE +/- 0.02, N = 3SE +/- 0.03, N = 9SE +/- 0.26, N = 97.0111.996.736.8111.866.776.418.136.586.106.658.111. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q34

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q34c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.13, N = 3SE +/- 0.59, N = 3SE +/- 0.15, N = 9SE +/- 0.07, N = 9SE +/- 0.26, N = 9SE +/- 0.20, N = 6SE +/- 0.06, N = 4SE +/- 0.19, N = 9SE +/- 0.06, N = 6SE +/- 0.04, N = 3SE +/- 0.08, N = 9SE +/- 0.23, N = 96.6712.157.176.6011.347.376.708.807.126.377.148.951. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q32

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q32c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.25, N = 3SE +/- 0.26, N = 3SE +/- 0.08, N = 9SE +/- 0.10, N = 9SE +/- 0.29, N = 9SE +/- 0.10, N = 6SE +/- 0.04, N = 4SE +/- 0.10, N = 9SE +/- 0.07, N = 6SE +/- 0.24, N = 3SE +/- 0.11, N = 9SE +/- 0.16, N = 95.669.605.485.588.895.554.906.265.044.855.096.171. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q27

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q27c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.24, N = 3SE +/- 1.13, N = 3SE +/- 0.22, N = 9SE +/- 0.17, N = 9SE +/- 0.44, N = 9SE +/- 0.14, N = 6SE +/- 0.09, N = 4SE +/- 0.11, N = 9SE +/- 0.07, N = 6SE +/- 0.48, N = 3SE +/- 0.10, N = 9SE +/- 0.22, N = 97.2512.267.486.8411.387.706.879.117.386.807.168.881. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q26

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q26c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.08, N = 3SE +/- 0.56, N = 3SE +/- 0.11, N = 9SE +/- 0.10, N = 9SE +/- 0.38, N = 9SE +/- 0.09, N = 6SE +/- 0.11, N = 4SE +/- 0.15, N = 9SE +/- 0.05, N = 6SE +/- 0.07, N = 3SE +/- 0.05, N = 9SE +/- 0.19, N = 96.0010.466.096.079.826.085.297.015.695.185.726.901. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q21

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q21c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-32246810SE +/- 0.17, N = 3SE +/- 0.47, N = 3SE +/- 0.13, N = 9SE +/- 0.08, N = 9SE +/- 0.45, N = 9SE +/- 0.18, N = 6SE +/- 0.13, N = 4SE +/- 0.08, N = 9SE +/- 0.22, N = 6SE +/- 0.26, N = 3SE +/- 0.17, N = 9SE +/- 0.20, N = 95.608.116.165.568.876.184.886.595.654.965.676.721. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q19

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q19c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.08, N = 3SE +/- 0.74, N = 3SE +/- 0.10, N = 9SE +/- 0.10, N = 9SE +/- 0.58, N = 9SE +/- 0.27, N = 6SE +/- 0.09, N = 4SE +/- 0.09, N = 9SE +/- 0.14, N = 6SE +/- 0.16, N = 3SE +/- 0.04, N = 9SE +/- 0.32, N = 96.9111.167.497.0812.227.806.358.257.056.326.838.621. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q18

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q18c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.12, N = 3SE +/- 0.37, N = 3SE +/- 0.13, N = 9SE +/- 0.22, N = 9SE +/- 0.26, N = 9SE +/- 0.19, N = 6SE +/- 0.11, N = 4SE +/- 0.15, N = 9SE +/- 0.10, N = 6SE +/- 0.04, N = 3SE +/- 0.09, N = 9SE +/- 0.31, N = 97.4911.937.607.5812.167.517.139.557.716.607.619.591. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q13

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q13c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.06, N = 3SE +/- 0.43, N = 3SE +/- 0.10, N = 9SE +/- 0.06, N = 9SE +/- 0.24, N = 9SE +/- 0.10, N = 6SE +/- 0.09, N = 4SE +/- 0.18, N = 9SE +/- 0.05, N = 6SE +/- 0.03, N = 3SE +/- 0.05, N = 9SE +/- 0.31, N = 96.1310.526.596.109.786.746.468.476.926.327.008.441. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q07c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.33, N = 3SE +/- 0.90, N = 3SE +/- 0.21, N = 9SE +/- 0.14, N = 9SE +/- 0.52, N = 9SE +/- 0.21, N = 6SE +/- 0.17, N = 4SE +/- 0.18, N = 9SE +/- 0.15, N = 6SE +/- 0.04, N = 3SE +/- 0.09, N = 9SE +/- 0.26, N = 97.0112.377.586.9911.547.606.778.527.046.296.938.431. (CC) gcc options: -O3 -fcommon -lm

Apache Spark TPC-DS

Scale Factor: 50 - Q01

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor: 50 - Q01c3d-standard-60n2d-standard-64c2d-standard-56c3d-highmem-60n2d-highmem-64c2d-highmem-56c3d-standard-30n2d-standard-32c2d-standard-32c3d-highmem-30c2d-highmem-32n2d-highmem-323691215SE +/- 0.07, N = 3SE +/- 0.17, N = 3SE +/- 0.06, N = 9SE +/- 0.13, N = 9SE +/- 0.32, N = 9SE +/- 0.16, N = 6SE +/- 0.08, N = 4SE +/- 0.17, N = 9SE +/- 0.19, N = 6SE +/- 0.03, N = 3SE +/- 0.10, N = 9SE +/- 0.27, N = 96.6411.906.997.0911.497.266.278.196.685.866.528.591. (CC) gcc options: -O3 -fcommon -lm

Phoronix Test Suite v10.8.5