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&grr .
Spark TPC-DS Benchmarks Processor Motherboard Chipset Memory Disk Network OS Kernel Vulkan Compiler File-System System Layer c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 AMD EPYC 7B13 (16 Cores / 32 Threads) Google Compute Engine c2d-highmem-32 Intel 440FX 82441FX PMC 16 x 16GB RAM 11811GB PersistentDisk Red Hat Virtio device Ubuntu 22.04 6.5.0-1013-gcp (x86_64) 1.3.255 GCC 11.4.0 ext4 KVM AMD EPYC 7B13 (28 Cores / 56 Threads) Google Compute Engine c2d-highmem-56 28 x 16GB RAM 6.2.0-1019-gcp (x86_64) 1.3.238 AMD EPYC 7B13 (16 Cores / 32 Threads) Google Compute Engine c2d-standard-32 8 x 16GB RAM 6.5.0-1013-gcp (x86_64) AMD EPYC 7B13 (28 Cores / 56 Threads) Google Compute Engine c2d-standard-56 14 x 16 GB RAM 6.2.0-1019-gcp (x86_64) AMD EPYC 9B14 (15 Cores / 30 Threads) Google Compute Engine c3d-highmem-30 15 x 16GB RAM 11811GB nvme_card-pd Google Compute Engine Virtual 6.5.0-1013-gcp (x86_64) 1.3.255 AMD EPYC 9B14 (30 Cores / 60 Threads) Google Compute Engine c3d-highmem-60 30 x 16GB RAM 6.2.0-1019-gcp (x86_64) 1.3.238 AMD EPYC 9B14 (15 Cores / 30 Threads) Google Compute Engine c3d-standard-30 16 + 16 + 16 + 16 + 16 + 16 + 16 + 8 RAM AMD EPYC 9B14 (30 Cores / 60 Threads) Google Compute Engine c3d-standard-60 15 x 16 GB RAM 2 x AMD EPYC 7B12 (16 Cores / 32 Threads) Google Compute Engine n2d-highmem-32 16 x 16GB RAM 11811GB PersistentDisk Red Hat Virtio device 6.5.0-1014-gcp (x86_64) 1.3.255 2 x AMD EPYC 7B12 (32 Cores / 64 Threads) Google Compute Engine n2d-highmem-64 32 x 16GB RAM 6.2.0-1019-gcp (x86_64) 1.3.238 2 x AMD EPYC 7B12 (16 Cores / 32 Threads) Google Compute Engine n2d-standard-32 8 x 16GB RAM 6.5.0-1013-gcp (x86_64) 2 x AMD EPYC 7B12 (32 Cores / 64 Threads) Google Compute Engine n2d-standard-64 16 x GB RAM 6.2.0-1019-gcp (x86_64) OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Compiler Details - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,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: 0xffffffff Java Details - OpenJDK Runtime Environment (build 11.0.21+9-post-Ubuntu-0ubuntu122.04) Python Details - Python 3.10.12 Security Details - 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 - 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 - 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 - 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-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 - 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 - 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 - 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-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 - 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 - 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 - 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
Spark TPC-DS Benchmarks spark-tpcds: 3000 - Q15 spark-tpcds: 3000 - Q25 spark-tpcds: 3000 - Q17 spark-tpcds: 3000 - Q65 spark-tpcds: 3000 - Q60 spark-tpcds: 3000 - Q51 spark-tpcds: 3000 - Q40 spark-tpcds: 3000 - Q18 spark-tpcds: 3000 - Q01 spark-tpcds: 3000 - Q54 spark-tpcds: 3000 - Q72 spark-tpcds: 3000 - Q45 spark-tpcds: 3000 - Q31 spark-tpcds: 3000 - Q30 spark-tpcds: 3000 - Q85 spark-tpcds: 3000 - Q81 spark-tpcds: 3000 - Q79 spark-tpcds: 3000 - Q33 spark-tpcds: 3000 - Q56 spark-tpcds: 3000 - Q49 spark-tpcds: 3000 - Q99 spark-tpcds: 3000 - Q98 spark-tpcds: 3000 - Q96 spark-tpcds: 3000 - Q95 spark-tpcds: 3000 - Q94 spark-tpcds: 3000 - Q92 spark-tpcds: 3000 - Q91 spark-tpcds: 3000 - Q90 spark-tpcds: 3000 - Q89 spark-tpcds: 3000 - Q88 spark-tpcds: 3000 - Q86 spark-tpcds: 3000 - Q84 spark-tpcds: 3000 - Q83 spark-tpcds: 3000 - Q82 spark-tpcds: 3000 - Q77 spark-tpcds: 3000 - Q76 spark-tpcds: 3000 - Q73 spark-tpcds: 3000 - Q71 spark-tpcds: 3000 - Q70 spark-tpcds: 3000 - Q68 spark-tpcds: 3000 - Q66 spark-tpcds: 3000 - Q63 spark-tpcds: 3000 - Q62 spark-tpcds: 3000 - Q61 spark-tpcds: 3000 - Q59 spark-tpcds: 3000 - Q58 spark-tpcds: 3000 - Q57 spark-tpcds: 3000 - Q55 spark-tpcds: 3000 - Q53 spark-tpcds: 3000 - Q52 spark-tpcds: 3000 - Q48 spark-tpcds: 3000 - Q47 spark-tpcds: 3000 - Q46 spark-tpcds: 3000 - Q44 spark-tpcds: 3000 - Q43 spark-tpcds: 3000 - Q42 spark-tpcds: 3000 - Q41 spark-tpcds: 3000 - Q39 spark-tpcds: 3000 - Q37 spark-tpcds: 3000 - Q36 spark-tpcds: 3000 - Q34 spark-tpcds: 3000 - Q32 spark-tpcds: 3000 - Q28 spark-tpcds: 3000 - Q27 spark-tpcds: 3000 - Q26 spark-tpcds: 3000 - Q21 spark-tpcds: 3000 - Q20 spark-tpcds: 3000 - Q19 spark-tpcds: 3000 - Q13 spark-tpcds: 3000 - Q12 spark-tpcds: 3000 - Q09 spark-tpcds: 3000 - Q08 spark-tpcds: 3000 - Q07 spark-tpcds: 3000 - Q06 spark-tpcds: 3000 - Q03 spark-tpcds: 3000 - Q02 spark-tpcds: 10000 - Q81 spark-tpcds: 10000 - Q65 spark-tpcds: 10000 - Q51 spark-tpcds: 10000 - Q45 spark-tpcds: 10000 - Q06 spark-tpcds: 10000 - Q01 spark-tpcds: 10000 - Q30 spark-tpcds: 10000 - Q31 spark-tpcds: 10000 - Q85 spark-tpcds: 10000 - Q79 spark-tpcds: 10000 - Q98 spark-tpcds: 10000 - Q96 spark-tpcds: 10000 - Q95 spark-tpcds: 10000 - Q94 spark-tpcds: 10000 - Q92 spark-tpcds: 10000 - Q91 spark-tpcds: 10000 - Q90 spark-tpcds: 10000 - Q89 spark-tpcds: 10000 - Q88 spark-tpcds: 10000 - Q86 spark-tpcds: 10000 - Q84 spark-tpcds: 10000 - Q83 spark-tpcds: 10000 - Q82 spark-tpcds: 10000 - Q73 spark-tpcds: 10000 - Q70 spark-tpcds: 10000 - Q68 spark-tpcds: 10000 - Q63 spark-tpcds: 10000 - Q62 spark-tpcds: 10000 - Q61 spark-tpcds: 10000 - Q59 spark-tpcds: 10000 - Q55 spark-tpcds: 10000 - Q53 spark-tpcds: 10000 - Q52 spark-tpcds: 10000 - Q48 spark-tpcds: 10000 - Q47 spark-tpcds: 10000 - Q46 spark-tpcds: 10000 - Q44 spark-tpcds: 10000 - Q43 spark-tpcds: 10000 - Q42 spark-tpcds: 10000 - Q41 spark-tpcds: 10000 - Q39 spark-tpcds: 10000 - Q36 spark-tpcds: 10000 - Q34 spark-tpcds: 10000 - Q28 spark-tpcds: 10000 - Q27 spark-tpcds: 10000 - Q21 spark-tpcds: 10000 - Q19 spark-tpcds: 10000 - Q13 spark-tpcds: 10000 - Q12 spark-tpcds: 10000 - Q09 spark-tpcds: 10000 - Q08 spark-tpcds: 10000 - Q07 spark-tpcds: 10000 - Q03 spark-tpcds: 50 - Q11 spark-tpcds: 50 - Q74 spark-tpcds: 50 - Q72 spark-tpcds: 50 - Q50 spark-tpcds: 50 - Q25 spark-tpcds: 50 - Q67 spark-tpcds: 50 - Q29 spark-tpcds: 50 - Q24 spark-tpcds: 50 - Q17 spark-tpcds: 50 - Q04 spark-tpcds: 50 - Q64 spark-tpcds: 50 - Q23 spark-tpcds: 50 - Q78 spark-tpcds: 50 - Q93 spark-tpcds: 50 - Q06 spark-tpcds: 50 - Q80 spark-tpcds: 50 - Q99 spark-tpcds: 50 - Q98 spark-tpcds: 50 - Q97 spark-tpcds: 50 - Q96 spark-tpcds: 50 - Q95 spark-tpcds: 50 - Q94 spark-tpcds: 50 - Q92 spark-tpcds: 50 - Q91 spark-tpcds: 50 - Q90 spark-tpcds: 50 - Q89 spark-tpcds: 50 - Q88 spark-tpcds: 50 - Q87 spark-tpcds: 50 - Q86 spark-tpcds: 50 - Q85 spark-tpcds: 50 - Q84 spark-tpcds: 50 - Q83 spark-tpcds: 50 - Q82 spark-tpcds: 50 - Q81 spark-tpcds: 50 - Q79 spark-tpcds: 50 - Q77 spark-tpcds: 50 - Q76 spark-tpcds: 50 - Q75 spark-tpcds: 50 - Q73 spark-tpcds: 50 - Q71 spark-tpcds: 50 - Q70 spark-tpcds: 50 - Q69 spark-tpcds: 50 - Q68 spark-tpcds: 50 - Q66 spark-tpcds: 50 - Q65 spark-tpcds: 50 - Q63 spark-tpcds: 50 - Q62 spark-tpcds: 50 - Q61 spark-tpcds: 50 - Q60 spark-tpcds: 50 - Q59 spark-tpcds: 50 - Q58 spark-tpcds: 50 - Q57 spark-tpcds: 50 - Q56 spark-tpcds: 50 - Q55 spark-tpcds: 50 - Q54 spark-tpcds: 50 - Q53 spark-tpcds: 50 - Q52 spark-tpcds: 50 - Q51 spark-tpcds: 50 - Q49 spark-tpcds: 50 - Q48 spark-tpcds: 50 - Q47 spark-tpcds: 50 - Q46 spark-tpcds: 50 - Q45 spark-tpcds: 50 - Q44 spark-tpcds: 50 - Q43 spark-tpcds: 50 - Q42 spark-tpcds: 50 - Q41 spark-tpcds: 50 - Q40 spark-tpcds: 50 - Q39 spark-tpcds: 50 - Q38 spark-tpcds: 50 - Q37 spark-tpcds: 50 - Q36 spark-tpcds: 50 - Q35 spark-tpcds: 50 - Q34 spark-tpcds: 50 - Q33 spark-tpcds: 50 - Q32 spark-tpcds: 50 - Q31 spark-tpcds: 50 - Q30 spark-tpcds: 50 - Q28 spark-tpcds: 50 - Q27 spark-tpcds: 50 - Q26 spark-tpcds: 50 - Q22 spark-tpcds: 50 - Q21 spark-tpcds: 50 - Q20 spark-tpcds: 50 - Q19 spark-tpcds: 50 - Q18 spark-tpcds: 50 - Q15 spark-tpcds: 50 - Q14 spark-tpcds: 50 - Q13 spark-tpcds: 50 - Q12 spark-tpcds: 50 - Q10 spark-tpcds: 50 - Q09 spark-tpcds: 50 - Q08 spark-tpcds: 50 - Q07 spark-tpcds: 50 - Q05 spark-tpcds: 50 - Q03 spark-tpcds: 50 - Q02 spark-tpcds: 50 - Q01 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 48.78 229.33 233.41 337.02 138.11 223.14 58.20 165.44 48.65 169.74 44.48 46.21 47.87 41.91 122.52 145.77 157.37 350.99 48.20 3.53 24.74 47.85 96.27 33.73 12.62 13.17 76.25 156.03 26.93 27.88 22.05 58.36 193.83 98.79 41.60 158.83 120.76 164.28 151.47 55.80 33.20 130.72 141.64 102.12 52.34 53.09 55.91 62.38 104.51 149.21 96.49 93.33 60.00 31.62 3.64 14.80 33.38 108.36 68.49 67.50 387.21 118.38 77.46 13.58 3.45 93.56 142.50 3.16 318.45 86.47 178.82 85.71 143.58 88.47 330.64 216.10 44.15 76.11 48.38 44.21 74.13 104.37 3.53 26.71 47.29 95.50 37.03 30.40 12.71 80.02 157.13 26.06 27.57 32.51 43.18 40.53 122.89 6.15 55.30 34.29 128.24 141.60 54.31 55.95 74.27 112.71 154.34 110.23 112.67 59.30 71.92 3.69 13.92 118.93 66.05 462.06 90.42 12.16 89.79 263.98 3.15 175.29 81.97 131.08 137.83 28.96 25.67 74.26 15.23 27.67 44.42 27.59 15.47 27.40 38.37 38.65 52.14 37.53 22.03 13.55 34.68 5.08 2.43 13.54 3.64 6.43 6.45 5.36 4.99 4.25 6.21 8.98 14.42 4.87 8.68 5.52 5.89 9.75 6.95 7.90 8.29 6.98 18.42 6.68 6.85 6.34 8.55 7.54 7.12 10.86 5.19 5.14 3.20 7.88 7.48 7.95 8.34 6.69 4.93 9.99 5.14 5.11 16.37 11.97 5.71 10.10 7.87 6.34 3.02 4.72 4.50 3.29 12.18 4.43 13.82 6.65 6.60 9.96 7.14 7.66 5.09 11.93 7.22 12.54 7.16 5.72 12.85 5.67 2.42 6.83 7.61 6.63 15.38 7.00 2.43 8.44 6.46 6.58 6.93 11.87 4.94 5.83 6.52 42.66 46.70 40.28 110.73 143.54 148.22 198.07 42.12 3.52 16.72 43.35 74.03 30.67 10.41 11.83 72.06 97.24 25.19 24.75 21.43 38.43 147.17 77.54 34.58 91.16 101.78 114.84 102.83 54.17 31.63 118.47 133.26 99.04 43.59 52.31 55.40 74.13 89.51 126.48 83.99 73.82 56.38 23.60 3.62 12.97 16.76 63.90 64.37 51.58 369.45 81.22 44.48 13.49 3.40 88.63 120.76 3.17 71.69 84.63 132.57 77.61 144.12 77.54 49.65 91.6 3.51 17.44 43.58 90.7 24.04 23.18 10.69 71.51 95.93 23.83 24.64 32.42 31.4 35.73 68.26 6.74 54.34 31.49 117.83 136.15 52.9 52.99 55.32 93.46 124.78 68.1 74.22 55.55 21.82 3.55 11.64 61.62 62.52 364.47 78.73 13.21 78.38 101.66 3.13 144.29 82.46 120.27 126.23 33.95 47.36 32.24 19.11 11.97 30.23 5.13 2.44 11.58 3.59 6.85 6.79 5.90 5.46 4.46 6.22 8.51 15.28 4.96 9.37 6.06 6.69 8.71 7.38 7.75 9.10 7.48 22.02 7.70 7.19 6.32 9.32 7.75 7.04 12.63 5.25 5.63 3.30 9.25 7.80 8.37 8.39 6.89 4.90 9.18 5.51 5.52 18.84 12.77 5.90 10.59 7.84 6.46 3.00 4.62 5.17 3.33 11.08 4.20 15.32 6.77 6.54 10.73 7.37 8.26 5.55 12.61 7.47 13.09 7.70 6.08 10.66 6.18 2.49 7.80 7.51 6.41 14.51 6.74 2.47 8.97 6.20 6.61 7.60 12.04 4.71 5.80 7.26 47.84 279.18 237.26 375.15 259.72 241.95 61.95 155.36 48.31 168.75 43.55 45.40 73.08 41.30 139.06 220.44 236.18 446.29 48.58 3.47 29.66 59.73 97.31 34.83 15.37 19.11 96.71 162.59 26.94 27.33 24.09 66.17 254.50 235.58 51.17 232.17 135.64 242.20 141.19 88.87 33.42 290.08 142.93 224.55 56.65 115.02 89.27 117.31 136.77 159.59 135.11 162.32 61.23 133.98 3.68 13.75 43.38 200.79 69.10 116.75 509.90 185.83 98.76 13.08 3.57 164.98 292.54 3.18 349.11 92.53 177.42 92.80 143.81 90.91 357.63 232.03 45.89 78.29 48.02 45.11 72.70 138.25 3.54 24.99 60.08 95.36 43.51 30.89 18.88 82.50 160.81 26.36 27.80 34.00 56.19 41.61 136.69 6.06 58.89 33.54 165.85 141.96 61.43 57.99 77.13 126.89 151.86 100.00 140.94 59.83 69.13 3.65 13.60 158.07 66.10 441.58 111.40 13.07 125.81 289.57 3.12 313.92 83.20 136.72 141.69 25.22 73.59 15.18 27.85 44.52 27.77 15.60 27.71 40.43 38.82 52.16 38.03 21.64 13.57 33.66 5.22 2.43 13.41 3.63 6.34 6.44 5.45 5.06 4.10 6.27 8.54 13.95 5.01 8.83 5.48 5.81 9.42 6.79 7.95 8.10 7.09 18.60 6.78 6.91 6.39 8.45 7.66 7.15 10.93 5.12 5.34 3.24 7.88 7.36 7.76 7.81 6.77 4.78 10.09 5.11 5.20 16.58 11.97 5.85 10.03 7.85 6.28 2.97 4.66 4.49 3.29 11.72 4.56 14.10 6.58 6.61 9.75 7.12 7.83 5.04 12.15 7.14 12.40 7.38 5.69 12.82 5.65 2.46 7.05 7.71 6.29 15.45 6.92 2.44 8.50 6.44 6.55 7.04 11.80 4.88 5.86 6.68 45.11 42.38 47.15 40.02 147.43 153.47 392.19 42.75 3.46 30.61 42.70 93.62 31.69 12.40 11.25 72.06 100.23 25.38 24.43 23.18 66.33 186.03 77.60 34.94 231.94 111.26 213.07 155.03 53.10 31.19 117.66 132.73 96.72 46.60 52.85 55.33 77.71 91.04 124.95 90.95 88.37 56.06 22.51 3.59 12.39 24.22 122.36 64.63 83.32 363.40 89.70 72.34 13.55 3.41 99.11 232.57 3.40 82.92 82.99 137.66 92.79 144.18 80.56 46.36 74.53 44.9 41.49 72.53 92.37 3.55 23.88 43.73 92.46 31.24 23.33 11.54 72.11 101.01 24.62 25.08 34.04 71.94 34.21 108.46 6.50 54.26 31.38 116.76 133.65 52.66 54.46 78.45 89.88 124.80 69.09 81.55 56.10 23.79 3.62 12.30 89.65 62.77 366.92 82.04 13.41 120.01 279.80 3.40 149.58 82.87 133.68 136.05 24.46 34.40 43.35 31.22 19.05 12.35 5.24 2.45 11.74 3.70 6.79 6.71 6.00 5.40 4.35 6.14 8.60 15.14 5.25 9.28 6.05 6.50 8.47 7.19 7.65 9.13 7.56 21.44 7.01 7.10 6.24 8.96 7.50 7.11 12.34 5.36 5.43 3.25 9.27 7.69 8.30 8.00 6.62 5.10 9.11 5.16 5.50 18.72 12.91 5.73 10.56 7.91 6.61 3.00 4.62 4.49 3.35 11.16 4.11 15.26 6.73 6.48 10.04 7.17 8.05 5.48 12.78 7.39 13.29 7.48 6.09 10.83 6.16 2.46 7.49 7.60 6.53 14.24 6.59 2.47 8.91 6.25 6.53 7.58 11.96 4.74 5.79 6.99 194.65 186.70 381.94 116.63 227.96 46.99 88.66 42.96 122.81 40.32 300.21 46.32 34.72 102.18 131.37 123.29 233.33 44.12 3.33 24.13 56.73 67.56 23.14 10.83 13.51 74.20 158.05 24.27 26.14 19.92 38.76 139.62 95.13 39.76 108.17 93.40 94.08 75.23 54.71 31.70 147.68 134.14 105.19 50.43 50.83 53.28 53.55 109.70 149.17 100.73 104.40 56.13 41.43 3.34 13.35 25.30 78.92 63.72 56.78 384.38 94.55 55.22 9.63 3.11 89.00 115.66 3.01 201.53 49.30 100.15 83.61 75.88 61.26 345.35 218.30 41.39 70.68 43.34 41.82 47.54 97.59 3.33 23.51 54.05 66.84 26.64 19.86 12.91 69.70 157.65 23.76 26.29 25.10 36.92 38.04 86.32 5.88 50.51 32.0 144.54 133.58 50.96 51.67 52.94 101.75 140.62 76.73 74.79 56.06 39.08 3.35 13.53 72.83 61.35 381.79 84.38 9.64 88.36 130.28 2.89 134.52 41.91 89.05 65.44 26.73 22.95 68.53 14.62 25.61 44.88 26.07 14.07 25.96 36.22 37.09 49.66 35.94 20.21 12.54 32.39 4.82 2.23 12.55 3.33 6.04 6.00 5.05 4.65 3.43 5.56 7.91 13.16 4.72 7.70 5.11 5.42 8.83 6.35 7.30 7.21 6.58 16.78 6.62 6.43 5.89 7.61 6.98 6.33 10.18 4.89 4.52 2.85 7.12 6.80 7.43 7.10 5.98 4.70 9.43 4.63 4.75 16.08 10.97 5.63 9.04 7.08 5.52 2.73 4.38 4.15 3.06 11.12 4.15 12.87 6.10 5.67 8.94 6.37 6.68 4.85 10.61 6.31 11.32 6.80 5.18 13.12 4.96 2.33 6.32 6.60 5.71 15.13 6.32 2.21 7.65 6.03 5.84 6.29 10.80 4.08 5.46 5.86 38.09 43.02 34.16 88.57 117.85 103.69 157.21 37.51 3.34 14.56 42.72 54.25 23.48 10.33 9.15 67.55 85.10 22.82 23.27 19.79 33.10 117.58 74.16 33.25 86.20 69.66 65.47 49.99 50.14 30.75 113.22 130.20 90.14 43.43 49.97 49.60 54.52 84.78 119.17 78.75 69.36 53.42 21.69 3.38 12.17 15.51 60.39 60.34 34.76 346.72 78.02 29.64 9.30 3.19 75.22 82.23 2.96 63.28 48.86 86.01 79.73 76.79 50.26 38.91 45.06 87.64 3.37 14.33 42.48 61.42 23.22 16.97 9.01 67.58 88.75 23.09 23.30 26.02 29.97 31.86 63.53 6.48 51.42 29.91 113.87 129.93 50.12 50.32 53.12 83.26 118.70 64.60 69.58 52.50 20.77 3.38 12.25 58.07 59.39 353.02 76.35 9.40 74.79 81.78 2.98 96.00 44.46 84.20 73.35 33.42 4.96 2.33 11.65 3.39 6.56 6.60 5.55 5.07 3.84 5.70 7.15 14.86 4.61 8.92 5.75 6.14 8.23 6.54 7.13 8.71 6.79 21.13 6.54 6.83 5.79 8.46 7.07 6.86 11.89 5.07 5.05 3.06 8.76 7.29 8.14 7.25 6.44 4.79 8.83 4.83 5.35 17.58 12.84 5.46 9.91 7.33 5.74 2.87 4.36 4.20 3.13 11.20 4.01 14.72 6.81 5.95 9.57 6.60 7.71 5.58 11.69 7.18 12.42 6.84 6.07 10.15 5.56 2.36 7.08 7.58 6.01 13.87 6.10 2.30 8.50 5.86 6.21 6.99 11.26 4.62 5.56 7.09 35.22 190.95 181.14 337.22 155.24 231.04 45.33 79.43 43.92 134.24 151.39 42.32 312.38 41.14 46.97 35.28 98.43 151.42 146.53 233.84 44.35 3.40 25.18 49.46 70.40 24.97 11.05 12.62 71.83 156.56 24.03 27.44 20.42 42.07 169.05 142.07 40.59 140.27 89.23 130.86 83.90 51.90 32.02 163.76 133.92 109.97 53.07 50.61 52.24 53.42 106.84 144.22 96.95 93.20 56.08 50.27 3.42 13.21 24.63 93.26 65.01 58.71 360.26 95.29 46.52 9.39 3.16 94.94 158.79 2.89 114.36 47.60 105.69 84.80 76.64 61.75 343.58 226.69 43.34 75.4 44.08 318.67 47.09 102.76 3.35 25.03 47.83 68.81 24.25 16.91 13.33 72.57 156.49 24.53 27.17 25.04 41.62 39.01 90.99 6.41 51.02 32.80 141.89 131.74 50.30 51.57 52.08 101.07 144.74 77.02 76.86 55.99 35.05 3.46 13.88 76.74 61.80 352.26 85.68 9.31 92.61 157.51 3.15 145.00 47.34 89.16 75.72 26.69 23.70 69.10 14.74 27.06 44.48 26.33 14.19 27.03 37.54 37.50 48.27 35.84 20.86 12.55 33.23 4.84 2.25 12.90 3.44 6.25 6.27 4.81 4.65 4.21 5.63 8.23 13.56 4.96 7.94 5.04 5.30 8.98 6.33 7.43 7.45 6.66 18.55 6.15 6.50 5.95 8.21 7.25 6.79 10.31 4.75 4.51 2.91 7.66 6.89 7.33 7.21 6.02 4.49 9.46 4.61 4.89 16.59 11.41 5.33 9.57 7.40 5.61 2.81 4.39 4.14 3.03 11.20 4.31 13.42 6.41 5.94 9.48 6.70 6.88 4.90 10.87 6.52 11.94 6.87 5.29 12.80 4.88 2.21 6.35 7.13 5.92 15.38 6.46 2.24 8.10 6.08 6.09 6.77 11.20 4.60 5.43 6.27 39.45 44.31 33.47 93.01 123.89 121.39 212.85 37.25 3.34 17.39 43.60 65.21 22.89 11.07 9.10 68.17 83.28 23.37 23.35 20.55 40.82 124.22 73.46 33.03 123.82 75.97 109.00 81.18 50.37 30.30 114.23 128.58 90.94 42.29 50.13 50.95 55.25 85.87 120.36 81.56 71.84 53.57 21.79 3.31 12.05 18.53 61.98 61.24 37.72 350.18 78.22 31.82 9.44 3.30 82.35 115.49 3.20 65.92 47.65 82.12 79.98 76.75 51.61 37.89 47.84 88.54 3.37 14.94 42.66 64.72 23.34 17.71 9.44 68.06 89.17 23.45 23.51 26.39 39.50 33.36 75.35 6.37 49.68 29.76 114.27 127.55 51.15 50.22 55.38 87.63 120.24 66.20 71.91 53.37 20.43 3.33 12.32 61.20 58.95 350.77 79.99 9.35 84.41 146.94 3.16 97.87 49.06 84.18 71.50 35.87 5.33 2.31 12.21 3.36 6.62 6.46 5.59 4.91 3.66 5.92 7.20 15.14 4.87 8.90 5.74 5.91 7.80 6.89 7.40 8.75 6.80 21.27 6.31 6.80 5.79 8.2 7.08 7.22 11.98 4.74 5.10 3.02 8.52 7.17 7.60 7.36 6.28 4.90 8.71 5.00 5.34 17.47 12.82 5.34 9.73 7.32 6.07 2.83 4.32 4.45 3.04 11.40 3.95 15.23 7.01 5.99 9.90 6.67 7.25 5.66 11.63 6.95 12.63 7.25 6.00 10.08 5.60 2.30 6.91 7.49 6.31 13.38 6.13 2.28 8.21 5.82 6.08 7.01 11.25 4.48 5.34 6.64 42.64 220.11 215.32 393.15 155.79 291.69 55.22 99.27 57.29 162.73 173.97 52.55 53.35 58.90 43.96 128.99 158.71 159.90 243.56 56.91 4.48 28.39 62.08 78.38 30.36 13.16 15.76 99.11 174.28 33.75 33.89 26.97 44.89 165.20 100.00 48.38 127.71 96.09 101.21 74.96 67.36 41.23 158.75 176.55 124.56 63.81 69.90 73.30 74.34 128.97 182.46 121.39 106.03 72.64 41.32 4.39 17.87 27.17 97.73 84.69 51.10 490.14 114.82 56.54 11.58 4.05 110.03 116.89 3.68 146.60 51.45 113.72 101.89 78.38 69.12 417.34 285.88 61.51 104.43 63.46 58.23 66.99 135.94 5.02 28.75 65.24 85.59 32.78 26.39 16.76 106.31 181.47 34.06 37.48 36.03 47.33 50.96 100.09 8.12 75.36 45.26 171.09 194.71 72.11 77.61 82.6 138.95 198.38 97.75 110.49 82.84 42.12 5.01 18.52 101.36 88.19 525.47 117.61 12.18 118.49 149.3 4.62 148.47 49.72 127.11 79.38 34.68 31.77 83.77 19.12 34.83 52.89 33.98 19.26 36.29 51.42 46.68 64.40 46.03 27.59 17.22 42.40 6.58 3.05 17.90 4.43 8.17 8.19 6.74 6.22 4.98 7.59 10.37 17.89 6.21 10.77 6.83 7.46 12.15 8.48 9.62 9.90 8.17 23.02 8.46 8.39 7.59 10.29 9.19 8.96 13.42 6.18 6.01 3.85 9.32 8.95 9.71 9.61 7.93 5.73 12.15 6.16 6.17 20.62 15.10 7.08 12.35 9.58 7.59 3.70 5.88 5.56 4.11 14.83 5.97 17.77 8.11 7.99 12.57 8.95 9.53 6.17 14.77 9.29 15.57 8.88 6.90 17.45 6.72 3.04 8.62 9.59 7.95 19.18 8.44 2.96 10.54 7.83 7.80 8.43 14.82 5.78 7.31 8.59 202.85 202.94 257.67 58.93 4.81 23.27 76.17 79.11 42.60 19.31 13.71 117.71 117.67 41.45 44.1 36.97 55.45 184.49 130.71 60.53 153.41 102.86 97.54 63.55 88.98 54.75 197.74 226.87 173.00 81.62 92.17 90.26 104.03 153.77 210.66 141.54 124.34 93.20 36.87 5.53 19.17 24.04 110.01 106.99 49.64 608.49 142.11 54.60 13.22 4.93 145.56 148.14 4.43 93.37 56.41 147.62 139.27 100.44 69.38 4.74 23.33 82.20 84.69 46.32 31.15 14.54 122.80 118.64 44.81 45.46 48.00 59.49 60.78 104.73 11.46 90.67 54.64 208.62 226.59 99.82 92.59 101.71 161.33 224.69 118.29 136.49 96.15 39.32 5.37 19.53 109.05 108.06 628.90 144.58 13.33 146.38 152.95 4.36 117.85 58.21 151.97 101.00 58.23 8.09 3.34 20.33 5.02 11.18 11.61 9.04 7.91 5.66 9.04 11.69 28.24 7.57 14.94 9.49 10.04 13.11 10.93 11.98 14.60 11.25 41.35 10.69 11.21 9.18 15.47 12.14 10.74 21.42 8.05 8.27 4.92 15.14 11.85 14.01 11.76 11.00 7.84 14.41 7.60 8.79 33.21 24.61 8.20 17.62 12.33 9.31 4.52 6.76 7.02 4.71 19.20 7.49 28.71 11.86 9.43 17.94 11.34 13.17 8.89 23.16 13.62 22.55 11.38 9.82 15.86 8.87 3.58 12.22 12.16 10.08 22.34 9.78 3.36 15.35 9.48 9.92 11.54 20.38 7.16 8.79 11.49 45.47 229.10 236.28 431.16 186.79 278.97 61.34 98.33 58.27 156.77 186.61 53.74 56.27 61.06 44.24 130.47 176.99 171.58 266.65 55.38 4.66 28.09 63.20 78.24 33.11 14.18 15.79 100.81 174.45 32.56 33.37 28.69 47.17 182.08 139.44 50.17 151.07 101.99 133.04 83.48 73.16 41.80 185.22 183.40 154.23 65.93 76.24 73.48 76.84 133.28 188.77 122.01 112.54 74.43 73.19 4.5 18.55 29.01 112.11 86.40 60.19 495.58 116.51 56.62 13.23 4.48 119.34 156.27 4.20 168.83 52.91 118.01 108.48 78.89 71.26 89.93 455.89 270.89 54.46 93.61 56.81 54.07 60.10 130.70 4.12 28.66 64.03 78.35 34.93 25.02 15.44 94.57 183.89 33.61 33.52 34.55 44.17 48.74 99.69 7.26 67.88 40.97 169.69 177.66 70.04 70.31 71.73 131.67 185.84 96.96 117.87 75.17 49.85 4.49 18.28 99.33 81.97 512.23 110.40 12.00 112.07 151.34 3.79 218.30 48.86 113.12 76.23 37.34 31.15 83.15 18.58 32.83 54.89 32.64 18.39 33.23 47.67 47.67 62.13 46.02 27.42 16.59 41.59 6.15 2.99 17.27 4.37 7.94 7.92 6.82 6.25 5.02 7.50 10.81 17.61 6.33 10.63 6.78 7.41 12.03 8.59 9.62 10.11 8.48 22.81 8.65 8.70 7.93 10.83 9.48 8.83 13.51 6.45 6.36 4.05 10.02 9.22 10.13 9.84 8.19 5.99 12.48 6.44 6.35 20.71 15.11 7.20 12.77 9.77 7.52 3.82 5.77 5.38 4.08 14.59 5.62 17.22 8.13 8.14 12.13 8.80 9.70 6.26 14.80 9.11 15.30 9.11 7.01 16.26 6.59 2.95 8.25 9.55 7.91 18.86 8.47 3.11 10.85 7.92 7.89 8.52 14.57 5.79 7.32 8.19 152.69 201.62 206.17 293.91 57.13 4.58 21.68 75.73 84.49 40.58 17.93 13.34 113.29 110.14 41.02 40.13 36.67 56.52 191.37 127.76 57.54 167.40 100.47 120.10 81.47 84.54 51.59 193.68 218.66 167.48 78.66 90.71 89.21 106.22 154.73 208.47 143.16 120.18 89.98 35.78 5.06 16.87 26.13 108.70 106.33 49.92 587.01 137.19 55.04 12.61 4.54 141.84 154.32 4.59 85.21 58.27 143.87 140.89 98.80 67.18 4.95 21.87 73.34 90.58 40.45 26.63 13.29 115.49 113.57 40.6 37.65 43.2 56.6 55.83 96.93 11.3 83.42 49.07 195.06 212.11 88.94 85.43 99.36 155.03 219.13 119.31 136.61 91.91 34.72 5.97 18.19 112.76 107.66 604.65 137.78 14.41 150.17 177.13 4.74 110.27 54.74 144.7 95.74 7.90 3.77 20.72 4.94 11.71 12.16 9.51 8.34 6.03 9.27 12.34 28.32 7.00 15.34 9.98 10.32 13.57 11.40 12.34 15.44 11.79 41.99 11.76 11.38 9.28 15.62 12.29 10.97 22.10 7.62 8.40 4.67 16.04 11.97 14.66 12.2 11.11 7.49 14.57 7.99 8.34 35.65 24.93 8.50 18.91 13.03 9.33 4.52 7.50 8.24 4.95 21.75 8.40 29.43 11.99 10.09 18.10 12.15 14.08 9.60 23.88 13.43 23.61 12.26 10.46 15.37 8.11 3.22 11.16 11.93 9.68 22.49 10.52 3.57 15.53 9.65 9.90 12.37 21.70 7.53 8.97 11.90 OpenBenchmarking.org
Apache Spark TPC-DS Scale Factor: 3000 - Q15 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q15 c2d-highmem-32 c2d-standard-32 c3d-standard-30 n2d-highmem-32 n2d-standard-32 11 22 33 44 55 SE +/- 0.18, N = 2 SE +/- 1.65, N = 2 SE +/- 2.02, N = 2 48.78 47.84 35.22 42.64 45.47 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q25 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q25 c2d-highmem-32 c2d-standard-32 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 60 120 180 240 300 SE +/- 0.66, N = 3 SE +/- 19.41, N = 3 SE +/- 4.94, N = 3 SE +/- 12.21, N = 2 229.33 279.18 194.65 190.95 220.11 229.10 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q17 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q17 c2d-highmem-32 c2d-standard-32 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 50 100 150 200 250 SE +/- 0.27, N = 2 SE +/- 5.43, N = 3 SE +/- 5.84, N = 3 SE +/- 0.67, N = 2 SE +/- 1.11, N = 2 SE +/- 1.96, N = 2 233.41 237.26 186.70 181.14 215.32 236.28 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q65 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q65 c2d-highmem-32 c2d-standard-32 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 90 180 270 360 450 SE +/- 3.33, N = 3 SE +/- 18.45, N = 3 SE +/- 2.26, N = 2 SE +/- 3.93, N = 2 SE +/- 8.97, N = 3 SE +/- 13.10, N = 3 337.02 375.15 381.94 337.22 393.15 431.16 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q60 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q60 c2d-highmem-32 c2d-standard-32 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 60 120 180 240 300 SE +/- 15.82, N = 2 SE +/- 12.37, N = 3 SE +/- 2.55, N = 3 SE +/- 5.49, N = 3 SE +/- 4.63, N = 2 138.11 259.72 116.63 155.24 155.79 186.79 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q51 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q51 c2d-highmem-32 c2d-standard-32 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 60 120 180 240 300 SE +/- 1.08, N = 3 SE +/- 14.30, N = 3 SE +/- 2.47, N = 3 SE +/- 1.08, N = 3 SE +/- 32.43, N = 3 SE +/- 4.73, N = 3 223.14 241.95 227.96 231.04 291.69 278.97 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q40 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q40 c2d-highmem-32 c2d-standard-32 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 14 28 42 56 70 SE +/- 0.61, N = 3 SE +/- 1.31, N = 3 SE +/- 0.35, N = 3 SE +/- 0.82, N = 3 58.20 61.95 46.99 45.33 55.22 61.34 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q18 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q18 c2d-highmem-32 c2d-standard-32 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 40 80 120 160 200 SE +/- 6.45, N = 3 SE +/- 13.55, N = 3 SE +/- 8.64, N = 3 SE +/- 0.25, N = 3 SE +/- 6.08, N = 3 SE +/- 4.94, N = 3 165.44 155.36 88.66 79.43 99.27 98.33 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q01 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q01 c2d-highmem-32 c2d-standard-32 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 13 26 39 52 65 SE +/- 0.65, N = 3 SE +/- 0.65, N = 3 SE +/- 0.06, N = 3 SE +/- 0.23, N = 3 SE +/- 0.15, N = 3 SE +/- 1.08, N = 3 48.65 48.31 42.96 43.92 57.29 58.27 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q54 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q54 c2d-standard-32 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 40 80 120 160 200 SE +/- 5.41, N = 2 SE +/- 9.87, N = 3 168.75 122.81 134.24 162.73 156.77 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q72 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q72 c2d-highmem-32 c3d-standard-30 n2d-highmem-32 n2d-standard-32 40 80 120 160 200 SE +/- 0.59, N = 2 169.74 151.39 173.97 186.61 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q45 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q45 c2d-highmem-32 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 12 24 36 48 60 SE +/- 1.04, N = 3 SE +/- 1.22, N = 3 SE +/- 0.63, N = 3 SE +/- 0.47, N = 3 SE +/- 0.52, N = 3 SE +/- 0.67, N = 3 44.48 43.55 45.11 40.32 42.32 52.55 53.74 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q31 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q31 c3d-highmem-30 c3d-standard-30 70 140 210 280 350 SE +/- 1.10, N = 2 300.21 312.38 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q30 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q30 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-standard-32 13 26 39 52 65 SE +/- 0.76, N = 3 SE +/- 0.95, N = 2 SE +/- 0.35, N = 3 SE +/- 0.59, N = 2 SE +/- 0.56, N = 2 SE +/- 0.50, N = 3 46.21 42.66 45.40 42.38 38.09 41.14 39.45 53.35 56.27 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q85 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q85 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-standard-32 16 32 48 64 80 SE +/- 0.28, N = 3 SE +/- 0.38, N = 3 SE +/- 0.10, N = 3 SE +/- 0.11, N = 3 SE +/- 1.05, N = 3 SE +/- 0.20, N = 3 SE +/- 0.30, N = 3 SE +/- 0.39, N = 3 SE +/- 3.29, N = 3 SE +/- 0.36, N = 3 47.87 46.70 73.08 47.15 46.32 43.02 46.97 44.31 58.90 61.06 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q81 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q81 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-standard-32 10 20 30 40 50 SE +/- 0.23, N = 3 SE +/- 0.49, N = 3 SE +/- 0.37, N = 3 SE +/- 0.63, N = 2 SE +/- 0.13, N = 3 SE +/- 0.17, N = 2 SE +/- 0.22, N = 2 SE +/- 0.29, N = 3 SE +/- 0.98, N = 3 SE +/- 0.63, N = 3 41.91 40.28 41.30 40.02 34.72 34.16 35.28 33.47 43.96 44.24 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q79 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q79 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-standard-32 n2d-standard-64 30 60 90 120 150 SE +/- 12.68, N = 3 SE +/- 1.19, N = 3 SE +/- 19.99, N = 3 SE +/- 0.76, N = 2 SE +/- 3.30, N = 3 SE +/- 0.24, N = 3 SE +/- 0.35, N = 3 SE +/- 1.07, N = 3 SE +/- 3.06, N = 3 SE +/- 2.89, N = 3 122.52 110.73 139.06 147.43 102.18 88.57 98.43 93.01 128.99 130.47 152.69 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q33 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q33 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 50 100 150 200 250 SE +/- 2.15, N = 2 SE +/- 23.03, N = 3 SE +/- 0.73, N = 2 SE +/- 1.65, N = 3 SE +/- 1.53, N = 3 SE +/- 4.48, N = 3 SE +/- 0.13, N = 2 145.77 143.54 220.44 131.37 117.85 151.42 123.89 158.71 202.85 176.99 201.62 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q56 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q56 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 50 100 150 200 250 SE +/- 3.89, N = 3 SE +/- 1.03, N = 3 SE +/- 10.10, N = 3 SE +/- 0.18, N = 2 SE +/- 1.40, N = 3 SE +/- 0.62, N = 2 SE +/- 7.02, N = 2 SE +/- 4.56, N = 3 SE +/- 10.02, N = 2 157.37 148.22 236.18 153.47 123.29 103.69 146.53 121.39 159.90 202.94 171.58 206.17 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q49 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q49 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 100 200 300 400 500 SE +/- 5.99, N = 3 SE +/- 3.08, N = 3 SE +/- 16.01, N = 3 SE +/- 4.44, N = 3 SE +/- 8.41, N = 3 SE +/- 0.22, N = 3 SE +/- 0.42, N = 3 SE +/- 0.19, N = 2 SE +/- 5.50, N = 3 SE +/- 3.74, N = 3 SE +/- 5.74, N = 3 SE +/- 5.75, N = 3 350.99 198.07 446.29 392.19 233.33 157.21 233.84 212.85 243.56 257.67 266.65 293.91 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q99 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q99 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 13 26 39 52 65 SE +/- 0.08, N = 3 SE +/- 0.26, N = 3 SE +/- 0.66, N = 3 SE +/- 0.39, N = 3 SE +/- 0.30, N = 3 SE +/- 0.38, N = 3 SE +/- 0.14, N = 3 SE +/- 0.43, N = 3 SE +/- 1.27, N = 3 SE +/- 1.12, N = 3 SE +/- 1.17, N = 3 SE +/- 0.86, N = 3 48.20 42.12 48.58 42.75 44.12 37.51 44.35 37.25 56.91 58.93 55.38 57.13 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q98 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q98 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 1.0823 2.1646 3.2469 4.3292 5.4115 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 SE +/- 0.03, N = 3 SE +/- 0.18, N = 3 SE +/- 0.13, N = 3 SE +/- 0.12, N = 3 SE +/- 0.08, N = 3 3.53 3.52 3.47 3.46 3.33 3.34 3.40 3.34 4.48 4.81 4.66 4.58 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q96 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q96 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 7 14 21 28 35 SE +/- 0.77, N = 3 SE +/- 0.04, N = 3 SE +/- 2.91, N = 3 SE +/- 1.23, N = 3 SE +/- 0.55, N = 3 SE +/- 0.16, N = 3 SE +/- 0.34, N = 3 SE +/- 0.18, N = 3 SE +/- 0.47, N = 3 SE +/- 0.31, N = 3 SE +/- 0.38, N = 3 SE +/- 0.69, N = 3 24.74 16.72 29.66 30.61 24.13 14.56 25.18 17.39 28.39 23.27 28.09 21.68 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q95 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q95 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 20 40 60 80 100 SE +/- 0.45, N = 3 SE +/- 0.09, N = 3 SE +/- 5.71, N = 3 SE +/- 0.12, N = 3 SE +/- 2.92, N = 3 SE +/- 0.68, N = 3 SE +/- 0.29, N = 3 SE +/- 0.58, N = 3 SE +/- 1.71, N = 3 SE +/- 0.73, N = 3 SE +/- 5.58, N = 3 SE +/- 1.01, N = 3 47.85 43.35 59.73 42.70 56.73 42.72 49.46 43.60 62.08 76.17 63.20 75.73 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q94 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q94 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 20 40 60 80 100 SE +/- 0.59, N = 3 SE +/- 1.89, N = 3 SE +/- 0.76, N = 3 SE +/- 0.46, N = 3 SE +/- 0.14, N = 3 SE +/- 0.41, N = 3 SE +/- 0.32, N = 3 SE +/- 0.43, N = 3 SE +/- 1.42, N = 3 SE +/- 0.41, N = 3 SE +/- 0.35, N = 3 SE +/- 1.12, N = 3 96.27 74.03 97.31 93.62 67.56 54.25 70.40 65.21 78.38 79.11 78.24 84.49 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q92 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q92 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 10 20 30 40 50 SE +/- 0.70, N = 3 SE +/- 0.25, N = 3 SE +/- 6.07, N = 3 SE +/- 0.19, N = 3 SE +/- 0.35, N = 3 SE +/- 1.47, N = 3 SE +/- 0.12, N = 3 SE +/- 0.23, N = 3 SE +/- 0.93, N = 3 SE +/- 1.23, N = 3 SE +/- 2.27, N = 3 SE +/- 0.98, N = 3 33.73 30.67 34.83 31.69 23.14 23.48 24.97 22.89 30.36 42.60 33.11 40.58 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q91 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q91 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 5 10 15 20 25 SE +/- 1.50, N = 3 SE +/- 0.28, N = 3 SE +/- 0.05, N = 3 SE +/- 0.26, N = 3 SE +/- 0.18, N = 3 SE +/- 0.25, N = 3 SE +/- 0.23, N = 3 SE +/- 0.31, N = 3 SE +/- 0.52, N = 3 SE +/- 0.67, N = 3 SE +/- 0.27, N = 3 SE +/- 0.39, N = 3 12.62 10.41 15.37 12.40 10.83 10.33 11.05 11.07 13.16 19.31 14.18 17.93 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q90 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q90 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 5 10 15 20 25 SE +/- 0.07, N = 3 SE +/- 0.18, N = 3 SE +/- 0.16, N = 3 SE +/- 0.28, N = 3 SE +/- 0.09, N = 3 SE +/- 0.13, N = 3 SE +/- 0.25, N = 3 SE +/- 0.11, N = 3 SE +/- 0.19, N = 3 SE +/- 0.28, N = 3 SE +/- 0.24, N = 3 SE +/- 0.57, N = 3 13.17 11.83 19.11 11.25 13.51 9.15 12.62 9.10 15.76 13.71 15.79 13.34 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q89 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q89 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 30 60 90 120 150 SE +/- 0.49, N = 3 SE +/- 0.30, N = 3 SE +/- 5.89, N = 3 SE +/- 0.18, N = 3 SE +/- 1.51, N = 3 SE +/- 0.51, N = 3 SE +/- 1.01, N = 3 SE +/- 0.18, N = 3 SE +/- 2.83, N = 3 SE +/- 1.50, N = 3 SE +/- 2.65, N = 3 SE +/- 2.64, N = 3 76.25 72.06 96.71 72.06 74.20 67.55 71.83 68.17 99.11 117.71 100.81 113.29 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q88 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q88 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 40 80 120 160 200 SE +/- 3.28, N = 3 SE +/- 0.70, N = 3 SE +/- 6.82, N = 3 SE +/- 0.34, N = 3 SE +/- 1.58, N = 3 SE +/- 0.05, N = 3 SE +/- 0.67, N = 3 SE +/- 0.85, N = 3 SE +/- 3.85, N = 3 SE +/- 2.60, N = 3 SE +/- 5.50, N = 3 SE +/- 0.57, N = 3 156.03 97.24 162.59 100.23 158.05 85.10 156.56 83.28 174.28 117.67 174.45 110.14 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q86 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q86 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 9 18 27 36 45 SE +/- 1.25, N = 3 SE +/- 0.15, N = 3 SE +/- 0.96, N = 3 SE +/- 0.12, N = 3 SE +/- 0.27, N = 3 SE +/- 0.15, N = 3 SE +/- 0.29, N = 3 SE +/- 0.13, N = 3 SE +/- 1.48, N = 3 SE +/- 0.98, N = 3 SE +/- 0.16, N = 3 SE +/- 0.54, N = 3 26.93 25.19 26.94 25.38 24.27 22.82 24.03 23.37 33.75 41.45 32.56 41.02 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q84 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q84 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 10 20 30 40 50 SE +/- 0.11, N = 3 SE +/- 0.08, N = 3 SE +/- 0.41, N = 3 SE +/- 0.34, N = 3 SE +/- 0.40, N = 3 SE +/- 0.17, N = 3 SE +/- 0.20, N = 3 SE +/- 0.26, N = 3 SE +/- 0.96, N = 3 SE +/- 0.38, N = 3 SE +/- 0.42, N = 3 SE +/- 1.22, N = 3 27.88 24.75 27.33 24.43 26.14 23.27 27.44 23.35 33.89 44.10 33.37 40.13 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q83 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q83 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 9 18 27 36 45 SE +/- 0.39, N = 3 SE +/- 0.23, N = 3 SE +/- 0.44, N = 3 SE +/- 0.18, N = 3 SE +/- 0.12, N = 3 SE +/- 0.08, N = 3 SE +/- 0.71, N = 3 SE +/- 0.08, N = 3 SE +/- 0.85, N = 3 SE +/- 0.66, N = 3 SE +/- 1.19, N = 3 SE +/- 0.17, N = 3 22.05 21.43 24.09 23.18 19.92 19.79 20.42 20.55 26.97 36.97 28.69 36.67 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q82 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q82 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 15 30 45 60 75 SE +/- 8.72, N = 3 SE +/- 0.05, N = 3 SE +/- 4.75, N = 3 SE +/- 2.33, N = 3 SE +/- 2.80, N = 3 SE +/- 0.49, N = 3 SE +/- 0.11, N = 3 SE +/- 0.14, N = 3 SE +/- 1.73, N = 3 SE +/- 1.15, N = 3 SE +/- 0.57, N = 3 SE +/- 0.95, N = 3 58.36 38.43 66.17 66.33 38.76 33.10 42.07 40.82 44.89 55.45 47.17 56.52 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q77 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q77 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 60 120 180 240 300 SE +/- 15.75, N = 3 SE +/- 0.62, N = 3 SE +/- 9.96, N = 3 SE +/- 3.65, N = 3 SE +/- 5.31, N = 3 SE +/- 0.34, N = 3 SE +/- 0.19, N = 3 SE +/- 0.29, N = 3 SE +/- 4.00, N = 3 SE +/- 3.90, N = 3 SE +/- 3.44, N = 3 SE +/- 1.83, N = 3 193.83 147.17 254.50 186.03 139.62 117.58 169.05 124.22 165.20 184.49 182.08 191.37 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q76 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q76 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 50 100 150 200 250 SE +/- 6.90, N = 3 SE +/- 1.32, N = 3 SE +/- 10.71, N = 3 SE +/- 1.43, N = 3 SE +/- 6.97, N = 3 SE +/- 1.25, N = 3 SE +/- 0.18, N = 3 SE +/- 1.10, N = 3 SE +/- 6.03, N = 3 SE +/- 4.63, N = 3 SE +/- 1.73, N = 3 SE +/- 3.24, N = 3 98.79 77.54 235.58 77.60 95.13 74.16 142.07 73.46 100.00 130.71 139.44 127.76 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q73 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q73 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 14 28 42 56 70 SE +/- 0.23, N = 3 SE +/- 0.19, N = 3 SE +/- 4.84, N = 3 SE +/- 0.36, N = 3 SE +/- 0.63, N = 3 SE +/- 0.59, N = 3 SE +/- 0.53, N = 3 SE +/- 0.15, N = 3 SE +/- 0.41, N = 3 SE +/- 0.34, N = 3 SE +/- 0.97, N = 3 SE +/- 0.33, N = 3 41.60 34.58 51.17 34.94 39.76 33.25 40.59 33.03 48.38 60.53 50.17 57.54 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q71 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q71 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 50 100 150 200 250 SE +/- 22.28, N = 3 SE +/- 0.06, N = 3 SE +/- 11.50, N = 3 SE +/- 6.71, N = 3 SE +/- 5.48, N = 3 SE +/- 0.18, N = 3 SE +/- 0.31, N = 3 SE +/- 4.02, N = 3 SE +/- 7.54, N = 3 SE +/- 5.78, N = 3 SE +/- 4.65, N = 3 SE +/- 4.38, N = 3 158.83 91.16 232.17 231.94 108.17 86.20 140.27 123.82 127.71 153.41 151.07 167.40 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q70 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q70 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 30 60 90 120 150 SE +/- 2.23, N = 3 SE +/- 1.88, N = 3 SE +/- 17.50, N = 3 SE +/- 0.11, N = 3 SE +/- 3.68, N = 3 SE +/- 1.52, N = 3 SE +/- 0.25, N = 3 SE +/- 0.34, N = 3 SE +/- 1.15, N = 3 SE +/- 1.47, N = 3 SE +/- 5.24, N = 3 SE +/- 0.66, N = 3 120.76 101.78 135.64 111.26 93.40 69.66 89.23 75.97 96.09 102.86 101.99 100.47 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q68 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q68 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 50 100 150 200 250 SE +/- 24.91, N = 3 SE +/- 0.15, N = 3 SE +/- 2.04, N = 3 SE +/- 2.81, N = 3 SE +/- 9.25, N = 3 SE +/- 0.26, N = 3 SE +/- 1.23, N = 3 SE +/- 0.25, N = 3 SE +/- 4.97, N = 3 SE +/- 1.55, N = 3 SE +/- 0.42, N = 3 SE +/- 0.32, N = 3 164.28 114.84 242.20 213.07 94.08 65.47 130.86 109.00 101.21 97.54 133.04 120.10 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q66 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q66 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 30 60 90 120 150 SE +/- 2.70, N = 3 SE +/- 0.21, N = 3 SE +/- 13.68, N = 3 SE +/- 0.41, N = 3 SE +/- 6.60, N = 3 SE +/- 0.90, N = 3 SE +/- 0.35, N = 3 SE +/- 0.34, N = 3 SE +/- 3.35, N = 3 SE +/- 1.65, N = 3 SE +/- 1.05, N = 3 SE +/- 2.29, N = 3 151.47 102.83 141.19 155.03 75.23 49.99 83.90 81.18 74.96 63.55 83.48 81.47 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q63 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q63 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 20 40 60 80 100 SE +/- 0.21, N = 3 SE +/- 1.01, N = 3 SE +/- 17.18, N = 3 SE +/- 0.41, N = 3 SE +/- 1.15, N = 3 SE +/- 0.22, N = 3 SE +/- 0.84, N = 3 SE +/- 0.65, N = 3 SE +/- 0.67, N = 3 SE +/- 1.92, N = 3 SE +/- 2.14, N = 3 SE +/- 2.59, N = 3 55.80 54.17 88.87 53.10 54.71 50.14 51.90 50.37 67.36 88.98 73.16 84.54 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q62 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q62 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 12 24 36 48 60 SE +/- 0.32, N = 3 SE +/- 0.30, N = 3 SE +/- 0.42, N = 3 SE +/- 0.16, N = 3 SE +/- 0.18, N = 3 SE +/- 0.49, N = 3 SE +/- 0.24, N = 3 SE +/- 0.32, N = 3 SE +/- 0.36, N = 3 SE +/- 1.17, N = 3 SE +/- 0.15, N = 3 SE +/- 0.90, N = 3 33.20 31.63 33.42 31.19 31.70 30.75 32.02 30.30 41.23 54.75 41.80 51.59 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q61 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q61 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 60 120 180 240 300 SE +/- 1.15, N = 3 SE +/- 0.45, N = 3 SE +/- 38.75, N = 3 SE +/- 0.38, N = 3 SE +/- 5.06, N = 3 SE +/- 0.32, N = 3 SE +/- 2.06, N = 3 SE +/- 0.10, N = 3 SE +/- 2.70, N = 3 SE +/- 4.28, N = 3 SE +/- 8.44, N = 3 SE +/- 3.65, N = 3 130.72 118.47 290.08 117.66 147.68 113.22 163.76 114.23 158.75 197.74 185.22 193.68 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q59 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q59 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 50 100 150 200 250 SE +/- 0.42, N = 3 SE +/- 0.15, N = 3 SE +/- 0.27, N = 3 SE +/- 0.71, N = 3 SE +/- 1.07, N = 3 SE +/- 1.44, N = 3 SE +/- 1.24, N = 3 SE +/- 0.97, N = 3 SE +/- 1.73, N = 3 SE +/- 1.05, N = 3 SE +/- 4.22, N = 3 SE +/- 4.88, N = 3 141.64 133.26 142.93 132.73 134.14 130.20 133.92 128.58 176.55 226.87 183.40 218.66 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q58 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q58 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 50 100 150 200 250 SE +/- 1.43, N = 3 SE +/- 0.37, N = 3 SE +/- 14.24, N = 3 SE +/- 1.28, N = 3 SE +/- 9.95, N = 3 SE +/- 0.50, N = 3 SE +/- 2.61, N = 3 SE +/- 0.94, N = 3 SE +/- 1.32, N = 3 SE +/- 1.76, N = 3 SE +/- 3.31, N = 3 SE +/- 7.31, N = 3 102.12 99.04 224.55 96.72 105.19 90.14 109.97 90.94 124.56 173.00 154.23 167.48 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q57 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q57 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 20 40 60 80 100 SE +/- 0.38, N = 3 SE +/- 0.10, N = 3 SE +/- 3.90, N = 3 SE +/- 0.36, N = 3 SE +/- 1.36, N = 3 SE +/- 0.50, N = 3 SE +/- 0.04, N = 3 SE +/- 0.10, N = 3 SE +/- 0.34, N = 3 SE +/- 1.43, N = 3 SE +/- 1.32, N = 3 SE +/- 3.48, N = 3 52.34 43.59 56.65 46.60 50.43 43.43 53.07 42.29 63.81 81.62 65.93 78.66 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q55 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q55 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 30 60 90 120 150 SE +/- 0.41, N = 3 SE +/- 0.17, N = 3 SE +/- 21.98, N = 3 SE +/- 0.08, N = 3 SE +/- 1.53, N = 3 SE +/- 0.25, N = 3 SE +/- 0.17, N = 3 SE +/- 0.03, N = 3 SE +/- 5.03, N = 3 SE +/- 1.43, N = 3 SE +/- 2.65, N = 3 SE +/- 1.24, N = 3 53.09 52.31 115.02 52.85 50.83 49.97 50.61 50.13 69.90 92.17 76.24 90.71 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q53 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q53 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 20 40 60 80 100 SE +/- 0.04, N = 3 SE +/- 0.74, N = 3 SE +/- 17.06, N = 3 SE +/- 0.44, N = 3 SE +/- 1.52, N = 3 SE +/- 0.18, N = 3 SE +/- 1.01, N = 3 SE +/- 0.53, N = 3 SE +/- 2.92, N = 3 SE +/- 0.48, N = 3 SE +/- 2.05, N = 3 SE +/- 1.19, N = 3 55.91 55.40 89.27 55.33 53.28 49.60 52.24 50.95 73.30 90.26 73.48 89.21 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q52 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q52 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 30 60 90 120 150 SE +/- 5.01, N = 3 SE +/- 1.26, N = 3 SE +/- 20.07, N = 3 SE +/- 0.25, N = 3 SE +/- 0.48, N = 3 SE +/- 1.19, N = 3 SE +/- 0.27, N = 3 SE +/- 0.35, N = 3 SE +/- 3.66, N = 3 SE +/- 4.94, N = 3 SE +/- 3.19, N = 3 SE +/- 1.69, N = 3 62.38 74.13 117.31 77.71 53.55 54.52 53.42 55.25 74.34 104.03 76.84 106.22 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q48 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q48 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 30 60 90 120 150 SE +/- 1.04, N = 3 SE +/- 0.64, N = 3 SE +/- 14.06, N = 3 SE +/- 2.30, N = 3 SE +/- 2.47, N = 3 SE +/- 1.34, N = 3 SE +/- 0.80, N = 3 SE +/- 0.03, N = 3 SE +/- 1.76, N = 3 SE +/- 3.50, N = 3 SE +/- 3.31, N = 3 SE +/- 2.35, N = 3 104.51 89.51 136.77 91.04 109.70 84.78 106.84 85.87 128.97 153.77 133.28 154.73 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q47 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q47 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 50 100 150 200 250 SE +/- 1.18, N = 3 SE +/- 0.88, N = 3 SE +/- 5.14, N = 3 SE +/- 0.82, N = 3 SE +/- 4.60, N = 3 SE +/- 0.09, N = 3 SE +/- 0.51, N = 3 SE +/- 0.61, N = 3 SE +/- 1.88, N = 3 SE +/- 2.76, N = 3 SE +/- 4.94, N = 3 SE +/- 4.69, N = 3 149.21 126.48 159.59 124.95 149.17 119.17 144.22 120.36 182.46 210.66 188.77 208.47 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q46 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q46 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 30 60 90 120 150 SE +/- 3.17, N = 3 SE +/- 0.03, N = 2 SE +/- 18.33, N = 3 SE +/- 0.42, N = 3 SE +/- 2.40, N = 3 SE +/- 0.12, N = 3 SE +/- 1.28, N = 3 SE +/- 0.63, N = 3 SE +/- 1.61, N = 3 SE +/- 1.39, N = 3 SE +/- 5.01, N = 3 SE +/- 1.83, N = 3 96.49 83.99 135.11 90.95 100.73 78.75 96.95 81.56 121.39 141.54 122.01 143.16 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q44 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q44 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 40 80 120 160 200 SE +/- 1.79, N = 3 SE +/- 0.17, N = 3 SE +/- 38.28, N = 3 SE +/- 0.26, N = 3 SE +/- 16.11, N = 3 SE +/- 0.18, N = 3 SE +/- 1.47, N = 3 SE +/- 0.02, N = 3 SE +/- 7.05, N = 3 SE +/- 1.37, N = 3 SE +/- 7.63, N = 3 SE +/- 1.76, N = 3 93.33 73.82 162.32 88.37 104.40 69.36 93.20 71.84 106.03 124.34 112.54 120.18 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q43 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q43 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 20 40 60 80 100 SE +/- 0.64, N = 3 SE +/- 0.36, N = 3 SE +/- 0.40, N = 3 SE +/- 0.34, N = 3 SE +/- 0.25, N = 3 SE +/- 0.35, N = 3 SE +/- 0.26, N = 3 SE +/- 0.30, N = 3 SE +/- 1.33, N = 3 SE +/- 0.47, N = 3 SE +/- 0.82, N = 3 SE +/- 1.52, N = 3 60.00 56.38 61.23 56.06 56.13 53.42 56.08 53.57 72.64 93.20 74.43 89.98 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q42 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q42 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 30 60 90 120 150 SE +/- 0.25, N = 3 SE +/- 0.49, N = 3 SE +/- 5.00, N = 3 SE +/- 0.62, N = 3 SE +/- 3.77, N = 3 SE +/- 0.69, N = 3 SE +/- 0.32, N = 3 SE +/- 0.64, N = 3 SE +/- 1.30, N = 3 SE +/- 1.01, N = 3 SE +/- 0.60, N = 3 SE +/- 1.15, N = 3 31.62 23.60 133.98 22.51 41.43 21.69 50.27 21.79 41.32 36.87 73.19 35.78 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q41 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q41 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 1.2443 2.4886 3.7329 4.9772 6.2215 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.25, N = 3 SE +/- 0.03, N = 3 SE +/- 0.17, N = 3 3.64 3.62 3.68 3.59 3.34 3.38 3.42 3.31 4.39 5.53 4.50 5.06 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q39 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q39 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 5 10 15 20 25 SE +/- 0.28, N = 3 SE +/- 0.45, N = 3 SE +/- 0.40, N = 3 SE +/- 0.55, N = 3 SE +/- 0.50, N = 3 SE +/- 0.28, N = 3 SE +/- 0.17, N = 3 SE +/- 0.32, N = 3 SE +/- 0.25, N = 3 SE +/- 0.93, N = 3 SE +/- 0.44, N = 3 SE +/- 0.03, N = 3 14.80 12.97 13.75 12.39 13.35 12.17 13.21 12.05 17.87 19.17 18.55 16.87 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q37 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q37 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 10 20 30 40 50 SE +/- 3.96, N = 3 SE +/- 0.03, N = 3 SE +/- 2.31, N = 3 SE +/- 0.77, N = 3 SE +/- 1.59, N = 3 SE +/- 0.28, N = 3 SE +/- 0.49, N = 3 SE +/- 0.06, N = 3 SE +/- 1.13, N = 3 SE +/- 0.74, N = 3 SE +/- 1.03, N = 3 SE +/- 0.27, N = 3 33.38 16.76 43.38 24.22 25.30 15.51 24.63 18.53 27.17 24.04 29.01 26.13 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q36 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q36 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 40 80 120 160 200 SE +/- 20.51, N = 3 SE +/- 0.19, N = 3 SE +/- 12.54, N = 3 SE +/- 6.37, N = 3 SE +/- 2.23, N = 3 SE +/- 0.08, N = 3 SE +/- 2.31, N = 3 SE +/- 0.09, N = 3 SE +/- 2.15, N = 3 SE +/- 3.80, N = 3 SE +/- 2.52, N = 3 SE +/- 1.40, N = 3 108.36 63.90 200.79 122.36 78.92 60.39 93.26 61.98 97.73 110.01 112.11 108.70 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q34 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q34 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 20 40 60 80 100 SE +/- 0.80, N = 3 SE +/- 0.34, N = 3 SE +/- 0.49, N = 3 SE +/- 0.11, N = 3 SE +/- 0.32, N = 3 SE +/- 0.19, N = 3 SE +/- 0.18, N = 3 SE +/- 0.37, N = 3 SE +/- 2.38, N = 3 SE +/- 0.17, N = 3 SE +/- 1.27, N = 3 SE +/- 1.29, N = 3 68.49 64.37 69.10 64.63 63.72 60.34 65.01 61.24 84.69 106.99 86.40 106.33 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q32 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q32 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 30 60 90 120 150 SE +/- 9.72, N = 3 SE +/- 0.72, N = 3 SE +/- 19.88, N = 3 SE +/- 3.75, N = 3 SE +/- 11.21, N = 3 SE +/- 1.01, N = 3 SE +/- 3.46, N = 3 SE +/- 0.19, N = 3 SE +/- 2.65, N = 3 SE +/- 1.73, N = 3 SE +/- 3.60, N = 3 SE +/- 1.33, N = 3 67.50 51.58 116.75 83.32 56.78 34.76 58.71 37.72 51.10 49.64 60.19 49.92 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q28 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q28 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 130 260 390 520 650 SE +/- 6.40, N = 3 SE +/- 5.42, N = 3 SE +/- 64.34, N = 3 SE +/- 2.78, N = 3 SE +/- 14.98, N = 3 SE +/- 0.87, N = 3 SE +/- 6.60, N = 3 SE +/- 1.85, N = 3 SE +/- 15.27, N = 3 SE +/- 12.16, N = 3 SE +/- 26.31, N = 3 SE +/- 5.68, N = 3 387.21 369.45 509.90 363.40 384.38 346.72 360.26 350.18 490.14 608.49 495.58 587.01 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q27 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q27 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 40 80 120 160 200 SE +/- 10.13, N = 3 SE +/- 1.19, N = 3 SE +/- 6.15, N = 3 SE +/- 0.18, N = 3 SE +/- 4.48, N = 3 SE +/- 0.33, N = 3 SE +/- 1.61, N = 3 SE +/- 0.60, N = 3 SE +/- 3.95, N = 3 SE +/- 3.38, N = 3 SE +/- 3.37, N = 3 SE +/- 1.70, N = 3 118.38 81.22 185.83 89.70 94.55 78.02 95.29 78.22 114.82 142.11 116.51 137.19 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q26 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q26 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 20 40 60 80 100 SE +/- 0.09, N = 3 SE +/- 0.79, N = 3 SE +/- 10.53, N = 3 SE +/- 0.95, N = 3 SE +/- 4.50, N = 3 SE +/- 0.72, N = 3 SE +/- 0.33, N = 3 SE +/- 0.27, N = 3 SE +/- 3.30, N = 3 SE +/- 0.99, N = 3 SE +/- 3.65, N = 3 SE +/- 0.50, N = 3 77.46 44.48 98.76 72.34 55.22 29.64 46.52 31.82 56.54 54.60 56.62 55.04 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q21 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q21 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.18, N = 3 SE +/- 0.18, N = 3 SE +/- 0.17, N = 3 SE +/- 0.16, N = 3 SE +/- 0.07, N = 3 SE +/- 0.07, N = 3 SE +/- 0.03, N = 3 SE +/- 0.19, N = 3 SE +/- 0.27, N = 3 SE +/- 0.51, N = 3 SE +/- 1.59, N = 3 SE +/- 0.36, N = 3 13.58 13.49 13.08 13.55 9.63 9.30 9.39 9.44 11.58 13.22 13.23 12.61 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q20 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q20 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 1.1093 2.2186 3.3279 4.4372 5.5465 SE +/- 0.07, N = 3 SE +/- 0.04, N = 3 SE +/- 0.15, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.21, N = 3 SE +/- 0.14, N = 3 SE +/- 0.06, N = 3 3.45 3.40 3.57 3.41 3.11 3.19 3.16 3.30 4.05 4.93 4.48 4.54 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q19 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q19 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 40 80 120 160 200 SE +/- 1.52, N = 2 SE +/- 0.09, N = 2 SE +/- 5.79, N = 3 SE +/- 1.68, N = 3 SE +/- 0.82, N = 3 SE +/- 0.66, N = 2 SE +/- 0.43, N = 3 SE +/- 0.35, N = 3 SE +/- 0.99, N = 3 SE +/- 3.19, N = 3 SE +/- 3.91, N = 3 SE +/- 2.00, N = 3 93.56 88.63 164.98 99.11 89.00 75.22 94.94 82.35 110.03 145.56 119.34 141.84 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q13 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q13 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 60 120 180 240 300 SE +/- 19.04, N = 3 SE +/- 3.63, N = 3 SE +/- 9.81, N = 3 SE +/- 5.46, N = 3 SE +/- 6.26, N = 3 SE +/- 0.31, N = 3 SE +/- 0.33, N = 3 SE +/- 1.57, N = 3 SE +/- 1.39, N = 3 SE +/- 3.65, N = 3 SE +/- 5.82, N = 3 SE +/- 1.81, N = 3 142.50 120.76 292.54 232.57 115.66 82.23 158.79 115.49 116.89 148.14 156.27 154.32 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q12 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q12 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 1.0328 2.0656 3.0984 4.1312 5.164 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.10, N = 3 SE +/- 0.02, N = 3 SE +/- 0.09, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 SE +/- 0.21, N = 3 SE +/- 0.18, N = 3 SE +/- 0.18, N = 3 3.16 3.17 3.18 3.40 3.01 2.96 2.89 3.20 3.68 4.43 4.20 4.59 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q09 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q09 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 80 160 240 320 400 SE +/- 103.25, N = 3 SE +/- 0.93, N = 3 SE +/- 124.09, N = 3 SE +/- 0.86, N = 3 SE +/- 47.53, N = 3 SE +/- 0.13, N = 3 SE +/- 0.26, N = 3 SE +/- 0.24, N = 3 SE +/- 16.14, N = 3 SE +/- 1.96, N = 3 SE +/- 43.25, N = 3 SE +/- 1.11, N = 3 318.45 71.69 349.11 82.92 201.53 63.28 114.36 65.92 146.60 93.37 168.83 85.21 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q08 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q08 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 20 40 60 80 100 SE +/- 0.81, N = 3 SE +/- 0.20, N = 3 SE +/- 1.19, N = 3 SE +/- 0.17, N = 3 SE +/- 0.59, N = 3 SE +/- 0.21, N = 3 SE +/- 0.15, N = 3 SE +/- 0.05, N = 3 SE +/- 0.86, N = 3 SE +/- 2.84, N = 3 SE +/- 1.55, N = 3 SE +/- 1.57, N = 3 86.47 84.63 92.53 82.99 49.30 48.86 47.60 47.65 51.45 56.41 52.91 58.27 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q07 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q07 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 40 80 120 160 200 SE +/- 12.42, N = 3 SE +/- 0.12, N = 3 SE +/- 21.32, N = 3 SE +/- 0.20, N = 3 SE +/- 5.53, N = 3 SE +/- 1.58, N = 3 SE +/- 0.40, N = 3 SE +/- 0.57, N = 3 SE +/- 0.88, N = 3 SE +/- 1.97, N = 3 SE +/- 4.14, N = 3 SE +/- 1.89, N = 3 178.82 132.57 177.42 137.66 100.15 86.01 105.69 82.12 113.72 147.62 118.01 143.87 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q06 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q06 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 30 60 90 120 150 SE +/- 1.14, N = 3 SE +/- 0.35, N = 3 SE +/- 1.16, N = 2 SE +/- 0.73, N = 2 85.71 77.61 92.80 92.79 83.61 79.73 84.80 79.98 101.89 139.27 108.48 140.89 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q03 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q03 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 30 60 90 120 150 SE +/- 0.31, N = 3 SE +/- 0.16, N = 3 SE +/- 0.21, N = 3 SE +/- 0.23, N = 3 SE +/- 0.09, N = 3 SE +/- 0.07, N = 3 SE +/- 0.09, N = 3 SE +/- 0.02, N = 3 SE +/- 0.19, N = 3 SE +/- 1.51, N = 3 SE +/- 0.29, N = 3 SE +/- 1.13, N = 3 143.58 144.12 143.81 144.18 75.88 76.79 76.64 76.75 78.38 100.44 78.89 98.80 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 3000 - Q02 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 3000 - Q02 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 20 40 60 80 100 SE +/- 0.12, N = 3 SE +/- 0.10, N = 3 SE +/- 0.07, N = 3 SE +/- 0.10, N = 3 SE +/- 0.23, N = 3 SE +/- 0.12, N = 3 SE +/- 0.15, N = 3 SE +/- 0.06, N = 3 SE +/- 0.28, N = 3 SE +/- 2.61, N = 3 SE +/- 0.79, N = 3 SE +/- 2.82, N = 3 88.47 77.54 90.91 80.56 61.26 50.26 61.75 51.61 69.12 69.38 71.26 67.18 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q81 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q81 n2d-standard-32 20 40 60 80 100 89.93 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q65 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q65 c2d-highmem-32 c2d-standard-32 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 100 200 300 400 500 SE +/- 2.20, N = 2 SE +/- 19.35, N = 3 SE +/- 12.25, N = 3 SE +/- 3.34, N = 2 SE +/- 27.64, N = 2 330.64 357.63 345.35 343.58 417.34 455.89 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q51 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q51 c2d-highmem-32 c2d-standard-32 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 60 120 180 240 300 SE +/- 1.82, N = 3 SE +/- 8.95, N = 3 SE +/- 1.04, N = 3 SE +/- 5.65, N = 3 SE +/- 3.00, N = 3 216.10 232.03 218.30 226.69 285.88 270.89 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q45 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q45 c2d-highmem-32 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 14 28 42 56 70 SE +/- 1.17, N = 3 SE +/- 1.99, N = 3 SE +/- 0.42, N = 3 SE +/- 0.57, N = 2 SE +/- 1.10, N = 2 44.15 45.89 46.36 41.39 43.34 61.51 54.46 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q06 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q06 c2d-highmem-32 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 20 40 60 80 100 SE +/- 0.38, N = 3 SE +/- 0.63, N = 3 SE +/- 0.45, N = 2 SE +/- 0.20, N = 2 76.11 78.29 74.53 70.68 75.40 104.43 93.61 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q01 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q01 c2d-highmem-32 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 14 28 42 56 70 SE +/- 0.24, N = 3 SE +/- 0.66, N = 3 SE +/- 0.52, N = 3 SE +/- 0.37, N = 3 SE +/- 0.37, N = 3 48.38 48.02 44.90 43.34 44.08 63.46 56.81 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q30 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q30 c2d-highmem-32 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-60 n2d-highmem-32 n2d-standard-32 13 26 39 52 65 SE +/- 0.19, N = 2 SE +/- 0.64, N = 3 SE +/- 0.09, N = 2 SE +/- 0.33, N = 2 SE +/- 0.83, N = 3 44.21 45.11 41.49 41.82 38.91 37.89 58.23 54.07 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q31 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q31 c3d-standard-30 70 140 210 280 350 SE +/- 1.82, N = 2 318.67 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q85 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q85 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-standard-32 16 32 48 64 80 SE +/- 0.98, N = 3 SE +/- 2.94, N = 3 SE +/- 0.82, N = 3 SE +/- 0.75, N = 3 SE +/- 0.34, N = 3 SE +/- 0.21, N = 3 SE +/- 0.32, N = 3 SE +/- 0.87, N = 3 74.13 49.65 72.70 72.53 47.54 45.06 47.09 47.84 66.99 60.10 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q79 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q79 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-standard-32 30 60 90 120 150 SE +/- 3.21, N = 3 SE +/- 16.45, N = 3 SE +/- 0.13, N = 2 SE +/- 2.36, N = 3 SE +/- 0.10, N = 3 SE +/- 0.43, N = 3 SE +/- 0.18, N = 3 SE +/- 2.01, N = 3 104.37 91.60 138.25 92.37 97.59 87.64 102.76 88.54 135.94 130.70 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q98 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q98 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 1.1295 2.259 3.3885 4.518 5.6475 SE +/- 0.08, N = 3 SE +/- 0.00, N = 2 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.04, N = 3 SE +/- 0.16, N = 3 SE +/- 0.03, N = 3 3.53 3.51 3.54 3.55 3.33 3.37 3.35 3.37 5.02 4.74 4.12 4.95 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q96 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q96 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 7 14 21 28 35 SE +/- 3.38, N = 3 SE +/- 0.53, N = 2 SE +/- 1.51, N = 3 SE +/- 2.41, N = 3 SE +/- 0.65, N = 3 SE +/- 0.09, N = 3 SE +/- 0.44, N = 3 SE +/- 0.07, N = 3 SE +/- 0.23, N = 3 SE +/- 0.45, N = 3 26.71 17.44 24.99 23.88 23.51 14.33 25.03 14.94 28.75 23.33 28.66 21.87 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q95 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q95 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 20 40 60 80 100 SE +/- 0.23, N = 3 SE +/- 6.80, N = 3 SE +/- 0.79, N = 3 SE +/- 5.26, N = 3 SE +/- 0.05, N = 3 SE +/- 0.17, N = 3 SE +/- 0.20, N = 3 SE +/- 1.59, N = 3 SE +/- 2.16, N = 3 47.29 43.58 60.08 43.73 54.05 42.48 47.83 42.66 65.24 82.20 64.03 73.34 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q94 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q94 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 20 40 60 80 100 SE +/- 0.71, N = 3 SE +/- 0.42, N = 3 SE +/- 0.21, N = 3 SE +/- 0.68, N = 3 SE +/- 1.32, N = 3 SE +/- 0.35, N = 3 SE +/- 0.30, N = 3 SE +/- 0.28, N = 3 SE +/- 0.69, N = 3 95.50 90.70 95.36 92.46 66.84 61.42 68.81 64.72 85.59 84.69 78.35 90.58 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q92 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q92 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 11 22 33 44 55 SE +/- 4.77, N = 3 SE +/- 14.18, N = 3 SE +/- 0.29, N = 3 SE +/- 1.44, N = 3 SE +/- 0.46, N = 3 SE +/- 0.42, N = 3 SE +/- 0.15, N = 3 SE +/- 1.41, N = 3 SE +/- 0.92, N = 3 37.03 24.04 43.51 31.24 26.64 23.22 24.25 23.34 32.78 46.32 34.93 40.45 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q91 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q91 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 7 14 21 28 35 SE +/- 4.15, N = 3 SE +/- 2.45, N = 3 SE +/- 0.26, N = 3 SE +/- 1.69, N = 3 SE +/- 0.11, N = 3 SE +/- 0.22, N = 3 SE +/- 0.15, N = 3 SE +/- 1.09, N = 3 SE +/- 0.10, N = 3 30.40 23.18 30.89 23.33 19.86 16.97 16.91 17.71 26.39 31.15 25.02 26.63 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q90 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q90 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 5 10 15 20 25 SE +/- 0.19, N = 3 SE +/- 0.22, N = 3 SE +/- 0.17, N = 3 SE +/- 0.37, N = 3 SE +/- 0.10, N = 3 SE +/- 0.10, N = 3 SE +/- 0.05, N = 3 SE +/- 0.45, N = 3 SE +/- 0.26, N = 3 12.71 10.69 18.88 11.54 12.91 9.01 13.33 9.44 16.76 14.54 15.44 13.29 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q89 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q89 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 30 60 90 120 150 SE +/- 3.35, N = 3 SE +/- 2.47, N = 3 SE +/- 0.40, N = 3 SE +/- 0.88, N = 3 SE +/- 0.21, N = 3 SE +/- 0.38, N = 3 SE +/- 0.25, N = 3 SE +/- 3.28, N = 3 SE +/- 1.64, N = 3 80.02 71.51 82.50 72.11 69.70 67.58 72.57 68.06 106.31 122.80 94.57 115.49 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q88 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q88 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 40 80 120 160 200 SE +/- 1.15, N = 3 SE +/- 1.21, N = 3 SE +/- 0.91, N = 3 SE +/- 0.44, N = 3 SE +/- 0.40, N = 3 SE +/- 0.83, N = 3 SE +/- 0.71, N = 3 SE +/- 1.58, N = 3 SE +/- 2.15, N = 3 157.13 95.93 160.81 101.01 157.65 88.75 156.49 89.17 181.47 118.64 183.89 113.57 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q86 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q86 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 10 20 30 40 50 SE +/- 0.14, N = 3 SE +/- 0.48, N = 3 SE +/- 0.07, N = 3 SE +/- 0.44, N = 3 SE +/- 0.10, N = 3 SE +/- 0.37, N = 3 SE +/- 0.07, N = 3 SE +/- 0.71, N = 3 SE +/- 0.60, N = 3 26.06 23.83 26.36 24.62 23.76 23.09 24.53 23.45 34.06 44.81 33.61 40.60 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q84 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q84 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 10 20 30 40 50 SE +/- 0.43, N = 3 SE +/- 0.13, N = 3 SE +/- 0.27, N = 3 SE +/- 0.18, N = 3 SE +/- 0.21, N = 3 SE +/- 0.44, N = 3 SE +/- 0.14, N = 3 SE +/- 2.22, N = 3 SE +/- 0.55, N = 3 27.57 24.64 27.80 25.08 26.29 23.30 27.17 23.51 37.48 45.46 33.52 37.65 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q83 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q83 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 11 22 33 44 55 SE +/- 0.30, N = 3 SE +/- 1.18, N = 3 SE +/- 0.03, N = 3 SE +/- 0.26, N = 3 SE +/- 0.22, N = 3 SE +/- 0.22, N = 3 SE +/- 0.35, N = 3 SE +/- 1.05, N = 3 SE +/- 0.92, N = 3 32.51 32.42 34.00 34.04 25.10 26.02 25.04 26.39 36.03 48.00 34.55 43.20 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q82 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q82 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 16 32 48 64 80 SE +/- 5.22, N = 3 SE +/- 10.34, N = 3 SE +/- 0.05, N = 3 SE +/- 0.88, N = 3 SE +/- 0.17, N = 3 SE +/- 0.05, N = 3 SE +/- 0.13, N = 3 SE +/- 0.27, N = 3 SE +/- 1.08, N = 3 43.18 31.40 56.19 71.94 36.92 29.97 41.62 39.50 47.33 59.49 44.17 56.60 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q73 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q73 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 14 28 42 56 70 SE +/- 0.24, N = 3 SE +/- 1.05, N = 3 SE +/- 0.65, N = 3 SE +/- 0.55, N = 3 SE +/- 0.10, N = 3 SE +/- 0.31, N = 3 SE +/- 0.14, N = 3 SE +/- 1.16, N = 3 SE +/- 1.18, N = 3 40.53 35.73 41.61 34.21 38.04 31.86 39.01 33.36 50.96 60.78 48.74 55.83 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q70 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q70 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 30 60 90 120 150 SE +/- 2.95, N = 3 SE +/- 9.39, N = 3 SE +/- 1.06, N = 3 SE +/- 2.53, N = 3 SE +/- 0.16, N = 3 SE +/- 0.32, N = 3 SE +/- 0.36, N = 3 SE +/- 1.37, N = 3 SE +/- 2.84, N = 3 122.89 68.26 136.69 108.46 86.32 63.53 90.99 75.35 100.09 104.73 99.69 96.93 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q68 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q68 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.13, N = 3 SE +/- 0.07, N = 3 SE +/- 0.10, N = 3 SE +/- 0.10, N = 3 SE +/- 0.03, N = 3 SE +/- 0.11, N = 3 SE +/- 0.17, N = 3 SE +/- 0.46, N = 3 SE +/- 0.07, N = 3 6.15 6.74 6.06 6.50 5.88 6.48 6.41 6.37 8.12 11.46 7.26 11.30 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q63 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q63 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 20 40 60 80 100 SE +/- 0.07, N = 3 SE +/- 2.40, N = 3 SE +/- 0.35, N = 3 SE +/- 0.16, N = 3 SE +/- 0.35, N = 3 SE +/- 0.42, N = 3 SE +/- 0.75, N = 3 SE +/- 0.55, N = 3 SE +/- 0.16, N = 3 55.30 54.34 58.89 54.26 50.51 51.42 51.02 49.68 75.36 90.67 67.88 83.42 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q62 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q62 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 12 24 36 48 60 SE +/- 0.21, N = 3 SE +/- 0.26, N = 3 SE +/- 0.41, N = 3 SE +/- 0.12, N = 3 SE +/- 0.32, N = 3 SE +/- 0.20, N = 3 SE +/- 0.11, N = 3 SE +/- 1.44, N = 3 SE +/- 0.88, N = 3 34.29 31.49 33.54 31.38 32.00 29.91 32.80 29.76 45.26 54.64 40.97 49.07 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q61 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q61 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 50 100 150 200 250 SE +/- 1.40, N = 3 SE +/- 22.58, N = 3 SE +/- 1.03, N = 3 SE +/- 6.24, N = 3 SE +/- 0.58, N = 3 SE +/- 0.46, N = 3 SE +/- 0.06, N = 3 SE +/- 2.52, N = 3 SE +/- 2.20, N = 3 128.24 117.83 165.85 116.76 144.54 113.87 141.89 114.27 171.09 208.62 169.69 195.06 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q59 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q59 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 50 100 150 200 250 SE +/- 0.35, N = 3 SE +/- 0.72, N = 3 SE +/- 0.62, N = 3 SE +/- 0.71, N = 3 SE +/- 0.31, N = 3 SE +/- 0.42, N = 3 SE +/- 0.61, N = 3 SE +/- 0.93, N = 3 SE +/- 0.60, N = 3 141.60 136.15 141.96 133.65 133.58 129.93 131.74 127.55 194.71 226.59 177.66 212.11 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q55 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q55 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 20 40 60 80 100 SE +/- 0.55, N = 3 SE +/- 8.72, N = 3 SE +/- 0.38, N = 3 SE +/- 0.85, N = 3 SE +/- 0.16, N = 3 SE +/- 0.57, N = 3 SE +/- 0.65, N = 3 SE +/- 2.26, N = 3 SE +/- 0.99, N = 3 54.31 52.90 61.43 52.66 50.96 50.12 50.30 51.15 72.11 99.82 70.04 88.94 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q53 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q53 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 20 40 60 80 100 SE +/- 0.42, N = 3 SE +/- 0.74, N = 3 SE +/- 0.40, N = 3 SE +/- 0.23, N = 3 SE +/- 0.23, N = 3 SE +/- 0.28, N = 3 SE +/- 0.25, N = 3 SE +/- 0.46, N = 3 SE +/- 2.24, N = 3 55.95 52.99 57.99 54.46 51.67 50.32 51.57 50.22 77.61 92.59 70.31 85.43 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q52 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q52 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 20 40 60 80 100 SE +/- 1.29, N = 3 SE +/- 1.71, N = 3 SE +/- 0.36, N = 3 SE +/- 0.80, N = 3 SE +/- 0.12, N = 3 SE +/- 0.07, N = 3 SE +/- 0.41, N = 3 SE +/- 1.77, N = 3 SE +/- 0.95, N = 3 74.27 55.32 77.13 78.45 52.94 53.12 52.08 55.38 82.60 101.71 71.73 99.36 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q48 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q48 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 40 80 120 160 200 SE +/- 4.92, N = 3 SE +/- 10.80, N = 3 SE +/- 0.67, N = 3 SE +/- 2.88, N = 3 SE +/- 0.43, N = 3 SE +/- 0.56, N = 3 SE +/- 1.92, N = 3 SE +/- 1.94, N = 3 SE +/- 1.03, N = 3 112.71 93.46 126.89 89.88 101.75 83.26 101.07 87.63 138.95 161.33 131.67 155.03 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q47 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q47 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 50 100 150 200 250 SE +/- 6.34, N = 3 SE +/- 2.31, N = 3 SE +/- 0.99, N = 3 SE +/- 0.19, N = 3 SE +/- 0.51, N = 3 SE +/- 1.54, N = 3 SE +/- 0.53, N = 3 SE +/- 0.57, N = 3 SE +/- 0.58, N = 3 154.34 124.78 151.86 124.80 140.62 118.70 144.74 120.24 198.38 224.69 185.84 219.13 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q46 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q46 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 30 60 90 120 150 SE +/- 17.79, N = 3 SE +/- 24.14, N = 3 SE +/- 0.28, N = 3 SE +/- 2.26, N = 3 SE +/- 0.31, N = 3 SE +/- 0.87, N = 3 SE +/- 0.01, N = 3 SE +/- 0.39, N = 3 SE +/- 1.90, N = 3 110.23 68.10 100.00 69.09 76.73 64.60 77.02 66.20 97.75 118.29 96.96 119.31 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q44 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q44 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 30 60 90 120 150 SE +/- 21.61, N = 3 SE +/- 15.74, N = 3 SE +/- 0.29, N = 3 SE +/- 1.30, N = 3 SE +/- 0.29, N = 3 SE +/- 0.66, N = 3 SE +/- 0.41, N = 3 SE +/- 3.06, N = 3 SE +/- 3.94, N = 3 112.67 74.22 140.94 81.55 74.79 69.58 76.86 71.91 110.49 136.49 117.87 136.61 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q43 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q43 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 20 40 60 80 100 SE +/- 0.69, N = 3 SE +/- 0.32, N = 3 SE +/- 0.53, N = 3 SE +/- 0.25, N = 3 SE +/- 0.19, N = 3 SE +/- 0.46, N = 3 SE +/- 0.12, N = 3 SE +/- 0.50, N = 3 SE +/- 1.10, N = 3 59.30 55.55 59.83 56.10 56.06 52.50 55.99 53.37 82.84 96.15 75.17 91.91 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q42 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q42 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 16 32 48 64 80 SE +/- 0.85, N = 3 SE +/- 5.43, N = 3 SE +/- 0.46, N = 3 SE +/- 0.26, N = 3 SE +/- 0.23, N = 3 SE +/- 2.50, N = 3 SE +/- 0.22, N = 3 SE +/- 1.66, N = 3 SE +/- 4.98, N = 3 71.92 21.82 69.13 23.79 39.08 20.77 35.05 20.43 42.12 39.32 49.85 34.72 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q41 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q41 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 1.3433 2.6866 4.0299 5.3732 6.7165 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.36, N = 3 SE +/- 0.03, N = 3 3.69 3.55 3.65 3.62 3.35 3.38 3.46 3.33 5.01 5.37 4.49 5.97 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q39 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q39 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 5 10 15 20 25 SE +/- 0.84, N = 3 SE +/- 0.15, N = 3 SE +/- 0.48, N = 3 SE +/- 0.07, N = 3 SE +/- 0.13, N = 3 SE +/- 0.23, N = 3 SE +/- 0.19, N = 3 SE +/- 0.12, N = 3 SE +/- 0.37, N = 3 13.92 11.64 13.60 12.30 13.53 12.25 13.88 12.32 18.52 19.53 18.28 18.19 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q36 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q36 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 30 60 90 120 150 SE +/- 22.66, N = 3 SE +/- 3.95, N = 3 SE +/- 5.09, N = 3 SE +/- 2.53, N = 3 SE +/- 0.23, N = 3 SE +/- 0.91, N = 3 SE +/- 1.47, N = 3 SE +/- 2.54, N = 3 SE +/- 2.97, N = 3 118.93 61.62 158.07 89.65 72.83 58.07 76.74 61.20 101.36 109.05 99.33 112.76 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q34 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q34 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 20 40 60 80 100 SE +/- 0.19, N = 3 SE +/- 0.20, N = 3 SE +/- 0.19, N = 3 SE +/- 0.39, N = 3 SE +/- 0.26, N = 3 SE +/- 0.30, N = 3 SE +/- 0.01, N = 3 SE +/- 1.81, N = 3 SE +/- 0.82, N = 3 66.05 62.52 66.10 62.77 61.35 59.39 61.80 58.95 88.19 108.06 81.97 107.66 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q28 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q28 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 140 280 420 560 700 SE +/- 27.44, N = 3 SE +/- 56.70, N = 3 SE +/- 3.40, N = 3 SE +/- 16.86, N = 3 SE +/- 4.54, N = 3 SE +/- 0.49, N = 3 SE +/- 2.99, N = 3 SE +/- 9.47, N = 3 SE +/- 15.46, N = 3 462.06 364.47 441.58 366.92 381.79 353.02 352.26 350.77 525.47 628.90 512.23 604.65 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q27 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q27 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 30 60 90 120 150 SE +/- 1.46, N = 3 SE +/- 5.00, N = 3 SE +/- 0.75, N = 3 SE +/- 0.33, N = 3 SE +/- 0.68, N = 3 SE +/- 0.92, N = 3 SE +/- 1.01, N = 3 SE +/- 1.47, N = 3 SE +/- 1.20, N = 3 90.42 78.73 111.40 82.04 84.38 76.35 85.68 79.99 117.61 144.58 110.40 137.78 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q21 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q21 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 4 8 12 16 20 SE +/- 1.19, N = 3 SE +/- 0.25, N = 3 SE +/- 0.05, N = 3 SE +/- 0.20, N = 3 SE +/- 0.10, N = 3 SE +/- 0.16, N = 3 SE +/- 0.06, N = 3 SE +/- 0.43, N = 3 SE +/- 0.21, N = 3 12.16 13.21 13.07 13.41 9.64 9.40 9.31 9.35 12.18 13.33 12.00 14.41 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q19 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q19 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 30 60 90 120 150 SE +/- 0.93, N = 3 SE +/- 21.40, N = 2 SE +/- 0.70, N = 3 SE +/- 0.26, N = 3 SE +/- 0.79, N = 3 SE +/- 0.62, N = 3 SE +/- 0.28, N = 3 SE +/- 1.50, N = 3 89.79 78.38 125.81 120.01 88.36 74.79 92.61 84.41 118.49 146.38 112.07 150.17 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q13 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q13 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 60 120 180 240 300 SE +/- 5.43, N = 3 SE +/- 0.05, N = 3 SE +/- 0.58, N = 3 SE +/- 11.49, N = 3 SE +/- 0.41, N = 3 SE +/- 0.60, N = 3 SE +/- 0.40, N = 3 SE +/- 3.87, N = 3 SE +/- 3.80, N = 3 263.98 101.66 289.57 279.80 130.28 81.78 157.51 146.94 149.30 152.95 151.34 177.13 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q12 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q12 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 1.0665 2.133 3.1995 4.266 5.3325 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.11, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 SE +/- 0.09, N = 3 SE +/- 0.29, N = 3 SE +/- 0.11, N = 3 3.15 3.13 3.12 3.40 2.89 2.98 3.15 3.16 4.62 4.36 3.79 4.74 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q09 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q09 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 70 140 210 280 350 SE +/- 0.31, N = 3 SE +/- 118.11, N = 3 SE +/- 0.48, N = 3 SE +/- 0.47, N = 3 SE +/- 0.12, N = 3 SE +/- 0.20, N = 3 SE +/- 0.09, N = 3 SE +/- 0.77, N = 3 SE +/- 31.99, N = 3 175.29 144.29 313.92 149.58 134.52 96.00 145.00 97.87 148.47 117.85 218.30 110.27 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q08 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q08 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 20 40 60 80 100 SE +/- 0.35, N = 3 SE +/- 0.42, N = 3 SE +/- 0.02, N = 3 SE +/- 4.21, N = 3 SE +/- 0.14, N = 3 SE +/- 0.11, N = 3 SE +/- 0.20, N = 3 SE +/- 1.03, N = 3 SE +/- 1.15, N = 3 81.97 82.46 83.20 82.87 41.91 44.46 47.34 49.06 49.72 58.21 48.86 54.74 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q07 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q07 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 30 60 90 120 150 SE +/- 1.98, N = 3 SE +/- 0.42, N = 3 SE +/- 0.27, N = 3 SE +/- 0.25, N = 3 SE +/- 1.86, N = 3 SE +/- 0.56, N = 3 SE +/- 1.43, N = 3 SE +/- 2.44, N = 3 SE +/- 1.25, N = 3 131.08 120.27 136.72 133.68 89.05 84.20 89.16 84.18 127.11 151.97 113.12 144.70 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 10000 - Q03 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 10000 - Q03 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 30 60 90 120 150 SE +/- 0.65, N = 3 SE +/- 1.63, N = 3 SE +/- 6.55, N = 3 SE +/- 6.72, N = 3 SE +/- 3.49, N = 3 SE +/- 0.49, N = 3 SE +/- 4.41, N = 3 SE +/- 0.80, N = 3 SE +/- 2.02, N = 3 137.83 126.23 141.69 136.05 65.44 73.35 75.72 71.50 79.38 101.00 76.23 95.74 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q11 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q11 c2d-highmem-32 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 9 18 27 36 45 SE +/- 0.18, N = 3 SE +/- 0.36, N = 4 SE +/- 0.26, N = 3 SE +/- 1.49, N = 2 28.96 26.73 26.69 34.68 37.34 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q74 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q74 c2d-highmem-32 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 7 14 21 28 35 SE +/- 0.29, N = 4 SE +/- 0.12, N = 4 SE +/- 0.39, N = 3 SE +/- 0.07, N = 2 SE +/- 0.16, N = 4 25.67 25.22 24.46 22.95 23.70 31.77 31.15 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q72 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q72 c2d-highmem-32 c2d-standard-32 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 20 40 60 80 100 SE +/- 0.33, N = 6 SE +/- 0.97, N = 4 SE +/- 0.05, N = 2 SE +/- 0.68, N = 5 SE +/- 0.82, N = 4 74.26 73.59 68.53 69.10 83.77 83.15 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q50 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q50 c2d-highmem-32 c2d-standard-32 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 5 10 15 20 25 SE +/- 0.29, N = 7 SE +/- 0.22, N = 4 SE +/- 0.12, N = 3 SE +/- 0.12, N = 2 SE +/- 0.75, N = 7 SE +/- 0.33, N = 7 15.23 15.18 14.62 14.74 19.12 18.58 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q25 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q25 c2d-highmem-32 c2d-standard-32 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 8 16 24 32 40 SE +/- 0.26, N = 8 SE +/- 0.17, N = 4 SE +/- 0.04, N = 3 SE +/- 0.36, N = 3 SE +/- 0.91, N = 6 SE +/- 0.50, N = 3 27.67 27.85 25.61 27.06 34.83 32.83 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q67 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q67 c2d-highmem-32 c2d-standard-32 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 12 24 36 48 60 SE +/- 0.45, N = 9 SE +/- 0.43, N = 6 SE +/- 0.20, N = 3 SE +/- 0.32, N = 4 SE +/- 0.89, N = 9 SE +/- 1.24, N = 9 44.42 44.52 44.88 44.48 52.89 54.89 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q29 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q29 c2d-highmem-32 c2d-standard-32 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 8 16 24 32 40 SE +/- 0.25, N = 5 SE +/- 0.17, N = 4 SE +/- 0.17, N = 3 SE +/- 0.16, N = 4 SE +/- 1.22, N = 8 SE +/- 0.51, N = 5 27.59 27.77 26.07 26.33 33.98 32.64 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q24 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q24 c2d-highmem-32 c2d-standard-32 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 5 10 15 20 25 SE +/- 0.23, N = 9 SE +/- 0.27, N = 6 SE +/- 0.30, N = 3 SE +/- 0.17, N = 4 SE +/- 0.86, N = 9 SE +/- 0.25, N = 9 15.47 15.60 14.07 14.19 19.26 18.39 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q17 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q17 c2d-highmem-32 c2d-standard-32 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 8 16 24 32 40 SE +/- 0.21, N = 7 SE +/- 0.28, N = 4 SE +/- 0.23, N = 3 SE +/- 0.22, N = 4 SE +/- 2.49, N = 4 SE +/- 0.79, N = 7 27.40 27.71 25.96 27.03 36.29 33.23 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q04 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q04 c2d-highmem-32 c2d-standard-32 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 12 24 36 48 60 SE +/- 0.37, N = 4 SE +/- 0.60, N = 4 SE +/- 0.81, N = 4 SE +/- 2.08, N = 5 SE +/- 0.65, N = 5 38.37 40.43 36.22 37.54 51.42 47.67 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q64 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q64 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 13 26 39 52 65 SE +/- 0.39, N = 7 SE +/- 0.26, N = 4 SE +/- 0.39, N = 5 SE +/- 0.36, N = 4 SE +/- 1.14, N = 2 SE +/- 0.48, N = 3 SE +/- 0.74, N = 3 SE +/- 0.38, N = 9 SE +/- 0.84, N = 6 38.65 33.95 38.82 34.40 37.09 33.42 37.50 35.87 46.68 58.23 47.67 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q23 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q23 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 14 28 42 56 70 SE +/- 1.04, N = 9 SE +/- 1.63, N = 3 SE +/- 0.84, N = 6 SE +/- 0.26, N = 2 SE +/- 0.05, N = 3 SE +/- 4.18, N = 7 SE +/- 0.57, N = 9 52.14 47.36 52.16 43.35 49.66 48.27 64.40 62.13 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q78 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q78 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 10 20 30 40 50 SE +/- 0.24, N = 9 SE +/- 0.62, N = 2 SE +/- 0.30, N = 6 SE +/- 0.88, N = 2 SE +/- 0.77, N = 2 SE +/- 0.19, N = 4 SE +/- 0.96, N = 8 SE +/- 0.21, N = 7 37.53 32.24 38.03 31.22 35.94 35.84 46.03 46.02 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q93 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q93 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 6 12 18 24 30 SE +/- 0.17, N = 8 SE +/- 0.04, N = 2 SE +/- 0.34, N = 6 SE +/- 0.35, N = 3 SE +/- 0.42, N = 3 SE +/- 0.30, N = 3 SE +/- 0.99, N = 9 SE +/- 0.52, N = 8 22.03 19.11 21.64 19.05 20.21 20.86 27.59 27.42 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q06 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q06 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 4 8 12 16 20 SE +/- 0.17, N = 7 SE +/- 0.10, N = 2 SE +/- 0.07, N = 5 SE +/- 0.17, N = 5 SE +/- 0.06, N = 3 SE +/- 0.18, N = 4 SE +/- 0.74, N = 8 SE +/- 0.20, N = 7 13.55 11.97 13.57 12.35 12.54 12.55 17.22 16.59 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q80 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q80 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c3d-highmem-30 c3d-standard-30 n2d-highmem-32 n2d-standard-32 10 20 30 40 50 SE +/- 0.25, N = 8 SE +/- 0.24, N = 3 SE +/- 0.11, N = 6 SE +/- 0.34, N = 3 SE +/- 0.22, N = 4 SE +/- 0.70, N = 9 SE +/- 0.40, N = 7 34.68 30.23 33.66 32.39 33.23 42.40 41.59 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q99 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q99 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 2 4 6 8 10 SE +/- 0.12, N = 9 SE +/- 0.16, N = 6 SE +/- 0.11, N = 6 SE +/- 0.10, N = 9 SE +/- 0.05, N = 3 SE +/- 0.17, N = 9 SE +/- 0.09, N = 4 SE +/- 0.37, N = 3 SE +/- 0.21, N = 9 SE +/- 0.27, N = 9 SE +/- 0.19, N = 9 SE +/- 0.53, N = 3 5.08 5.13 5.22 5.24 4.82 4.96 4.84 5.33 6.58 8.09 6.15 7.90 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q98 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q98 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 0.8483 1.6966 2.5449 3.3932 4.2415 SE +/- 0.02, N = 9 SE +/- 0.02, N = 6 SE +/- 0.02, N = 6 SE +/- 0.02, N = 9 SE +/- 0.01, N = 3 SE +/- 0.01, N = 9 SE +/- 0.03, N = 4 SE +/- 0.04, N = 3 SE +/- 0.08, N = 9 SE +/- 0.08, N = 9 SE +/- 0.06, N = 9 SE +/- 0.28, N = 3 2.43 2.44 2.43 2.45 2.23 2.33 2.25 2.31 3.05 3.34 2.99 3.77 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q97 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q97 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 5 10 15 20 25 SE +/- 0.10, N = 9 SE +/- 0.16, N = 6 SE +/- 0.07, N = 6 SE +/- 0.21, N = 9 SE +/- 0.18, N = 3 SE +/- 0.12, N = 9 SE +/- 0.04, N = 4 SE +/- 0.22, N = 3 SE +/- 0.45, N = 9 SE +/- 0.48, N = 9 SE +/- 0.43, N = 9 SE +/- 0.63, N = 3 13.54 11.58 13.41 11.74 12.55 11.65 12.90 12.21 17.90 20.33 17.27 20.72 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q96 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q96 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 1.1295 2.259 3.3885 4.518 5.6475 SE +/- 0.06, N = 9 SE +/- 0.08, N = 6 SE +/- 0.10, N = 6 SE +/- 0.06, N = 9 SE +/- 0.09, N = 3 SE +/- 0.06, N = 9 SE +/- 0.06, N = 4 SE +/- 0.07, N = 3 SE +/- 0.11, N = 9 SE +/- 0.20, N = 9 SE +/- 0.06, N = 9 SE +/- 0.23, N = 3 3.64 3.59 3.63 3.70 3.33 3.39 3.44 3.36 4.43 5.02 4.37 4.94 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q95 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q95 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.03, N = 9 SE +/- 0.04, N = 6 SE +/- 0.04, N = 6 SE +/- 0.05, N = 9 SE +/- 0.09, N = 3 SE +/- 0.05, N = 9 SE +/- 0.03, N = 4 SE +/- 0.04, N = 3 SE +/- 0.24, N = 9 SE +/- 0.31, N = 9 SE +/- 0.14, N = 9 SE +/- 0.17, N = 3 6.43 6.85 6.34 6.79 6.04 6.56 6.25 6.62 8.17 11.18 7.94 11.71 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q94 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q94 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.04, N = 9 SE +/- 0.03, N = 6 SE +/- 0.03, N = 6 SE +/- 0.05, N = 9 SE +/- 0.10, N = 3 SE +/- 0.07, N = 9 SE +/- 0.14, N = 4 SE +/- 0.04, N = 3 SE +/- 0.27, N = 9 SE +/- 0.24, N = 9 SE +/- 0.15, N = 9 SE +/- 0.47, N = 3 6.45 6.79 6.44 6.71 6.00 6.60 6.27 6.46 8.19 11.61 7.92 12.16 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q92 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q92 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.05, N = 9 SE +/- 0.06, N = 6 SE +/- 0.13, N = 6 SE +/- 0.08, N = 9 SE +/- 0.06, N = 3 SE +/- 0.04, N = 9 SE +/- 0.06, N = 4 SE +/- 0.15, N = 3 SE +/- 0.25, N = 9 SE +/- 0.17, N = 9 SE +/- 0.21, N = 9 SE +/- 0.20, N = 3 5.36 5.90 5.45 6.00 5.05 5.55 4.81 5.59 6.74 9.04 6.82 9.51 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q91 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q91 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 2 4 6 8 10 SE +/- 0.02, N = 9 SE +/- 0.09, N = 6 SE +/- 0.09, N = 6 SE +/- 0.07, N = 9 SE +/- 0.07, N = 3 SE +/- 0.05, N = 9 SE +/- 0.07, N = 4 SE +/- 0.04, N = 3 SE +/- 0.16, N = 9 SE +/- 0.22, N = 9 SE +/- 0.12, N = 9 SE +/- 0.10, N = 3 4.99 5.46 5.06 5.40 4.65 5.07 4.65 4.91 6.22 7.91 6.25 8.34 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q90 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q90 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 2 4 6 8 10 SE +/- 0.21, N = 9 SE +/- 0.14, N = 6 SE +/- 0.20, N = 6 SE +/- 0.10, N = 9 SE +/- 0.12, N = 3 SE +/- 0.10, N = 9 SE +/- 0.29, N = 4 SE +/- 0.20, N = 3 SE +/- 0.17, N = 9 SE +/- 0.19, N = 9 SE +/- 0.16, N = 9 SE +/- 0.45, N = 3 4.25 4.46 4.10 4.35 3.43 3.84 4.21 3.66 4.98 5.66 5.02 6.03 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q89 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q89 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.10, N = 9 SE +/- 0.06, N = 6 SE +/- 0.09, N = 6 SE +/- 0.07, N = 9 SE +/- 0.10, N = 3 SE +/- 0.03, N = 9 SE +/- 0.08, N = 4 SE +/- 0.17, N = 3 SE +/- 0.18, N = 9 SE +/- 0.25, N = 9 SE +/- 0.14, N = 9 SE +/- 0.15, N = 3 6.21 6.22 6.27 6.14 5.56 5.70 5.63 5.92 7.59 9.04 7.50 9.27 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q88 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q88 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.11, N = 9 SE +/- 0.33, N = 6 SE +/- 0.16, N = 6 SE +/- 0.14, N = 9 SE +/- 0.27, N = 3 SE +/- 0.12, N = 9 SE +/- 0.28, N = 4 SE +/- 0.13, N = 3 SE +/- 0.27, N = 9 SE +/- 0.34, N = 9 SE +/- 0.27, N = 9 SE +/- 0.39, N = 3 8.98 8.51 8.54 8.60 7.91 7.15 8.23 7.20 10.37 11.69 10.81 12.34 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q87 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q87 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 7 14 21 28 35 SE +/- 0.14, N = 9 SE +/- 0.16, N = 6 SE +/- 0.13, N = 6 SE +/- 0.15, N = 9 SE +/- 0.25, N = 3 SE +/- 0.17, N = 9 SE +/- 0.32, N = 4 SE +/- 0.34, N = 3 SE +/- 0.65, N = 9 SE +/- 0.82, N = 9 SE +/- 0.22, N = 9 SE +/- 0.99, N = 3 14.42 15.28 13.95 15.14 13.16 14.86 13.56 15.14 17.89 28.24 17.61 28.32 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q86 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q86 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 2 4 6 8 10 SE +/- 0.06, N = 9 SE +/- 0.04, N = 6 SE +/- 0.13, N = 6 SE +/- 0.06, N = 9 SE +/- 0.05, N = 3 SE +/- 0.06, N = 9 SE +/- 0.03, N = 4 SE +/- 0.13, N = 3 SE +/- 0.15, N = 9 SE +/- 0.23, N = 9 SE +/- 0.15, N = 9 SE +/- 0.25, N = 3 4.87 4.96 5.01 5.25 4.72 4.61 4.96 4.87 6.21 7.57 6.33 7.00 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q85 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q85 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 4 8 12 16 20 SE +/- 0.14, N = 9 SE +/- 0.07, N = 6 SE +/- 0.18, N = 6 SE +/- 0.06, N = 9 SE +/- 0.04, N = 3 SE +/- 0.08, N = 9 SE +/- 0.07, N = 4 SE +/- 0.32, N = 3 SE +/- 0.23, N = 9 SE +/- 0.38, N = 9 SE +/- 0.23, N = 9 SE +/- 0.50, N = 3 8.68 9.37 8.83 9.28 7.70 8.92 7.94 8.90 10.77 14.94 10.63 15.34 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q84 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q84 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.03, N = 9 SE +/- 0.03, N = 6 SE +/- 0.03, N = 6 SE +/- 0.04, N = 9 SE +/- 0.07, N = 3 SE +/- 0.04, N = 9 SE +/- 0.04, N = 4 SE +/- 0.04, N = 3 SE +/- 0.15, N = 9 SE +/- 0.28, N = 9 SE +/- 0.12, N = 9 SE +/- 0.27, N = 3 5.52 6.06 5.48 6.05 5.11 5.75 5.04 5.74 6.83 9.49 6.78 9.98 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q83 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q83 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.09, N = 9 SE +/- 0.12, N = 6 SE +/- 0.09, N = 6 SE +/- 0.05, N = 9 SE +/- 0.03, N = 3 SE +/- 0.05, N = 9 SE +/- 0.08, N = 4 SE +/- 0.04, N = 3 SE +/- 0.22, N = 9 SE +/- 0.39, N = 9 SE +/- 0.15, N = 9 SE +/- 0.37, N = 3 5.89 6.69 5.81 6.50 5.42 6.14 5.30 5.91 7.46 10.04 7.41 10.32 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q82 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q82 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.07, N = 9 SE +/- 0.10, N = 6 SE +/- 0.08, N = 6 SE +/- 0.13, N = 9 SE +/- 0.19, N = 3 SE +/- 0.07, N = 9 SE +/- 0.17, N = 4 SE +/- 0.08, N = 3 SE +/- 0.30, N = 9 SE +/- 0.27, N = 9 SE +/- 0.19, N = 9 SE +/- 0.72, N = 3 9.75 8.71 9.42 8.47 8.83 8.23 8.98 7.80 12.15 13.11 12.03 13.57 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q81 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q81 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.06, N = 9 SE +/- 0.15, N = 6 SE +/- 0.10, N = 6 SE +/- 0.09, N = 9 SE +/- 0.04, N = 3 SE +/- 0.07, N = 9 SE +/- 0.07, N = 4 SE +/- 0.10, N = 3 SE +/- 0.18, N = 9 SE +/- 0.33, N = 9 SE +/- 0.14, N = 9 SE +/- 0.32, N = 3 6.95 7.38 6.79 7.19 6.35 6.54 6.33 6.89 8.48 10.93 8.59 11.40 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q79 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q79 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.03, N = 9 SE +/- 0.06, N = 6 SE +/- 0.07, N = 6 SE +/- 0.05, N = 9 SE +/- 0.10, N = 3 SE +/- 0.05, N = 9 SE +/- 0.08, N = 4 SE +/- 0.10, N = 3 SE +/- 0.13, N = 9 SE +/- 0.30, N = 9 SE +/- 0.05, N = 9 SE +/- 0.18, N = 3 7.90 7.75 7.95 7.65 7.30 7.13 7.43 7.40 9.62 11.98 9.62 12.34 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q77 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q77 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 4 8 12 16 20 SE +/- 0.09, N = 9 SE +/- 0.12, N = 6 SE +/- 0.11, N = 6 SE +/- 0.08, N = 9 SE +/- 0.04, N = 3 SE +/- 0.13, N = 9 SE +/- 0.18, N = 4 SE +/- 0.11, N = 3 SE +/- 0.13, N = 9 SE +/- 0.50, N = 9 SE +/- 0.13, N = 9 SE +/- 0.31, N = 3 8.29 9.10 8.10 9.13 7.21 8.71 7.45 8.75 9.90 14.60 10.11 15.44 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q76 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q76 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.13, N = 9 SE +/- 0.08, N = 6 SE +/- 0.09, N = 6 SE +/- 0.11, N = 9 SE +/- 0.08, N = 3 SE +/- 0.11, N = 9 SE +/- 0.10, N = 4 SE +/- 0.05, N = 3 SE +/- 0.09, N = 9 SE +/- 0.22, N = 9 SE +/- 0.12, N = 9 SE +/- 0.85, N = 3 6.98 7.48 7.09 7.56 6.58 6.79 6.66 6.80 8.17 11.25 8.48 11.79 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q75 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q75 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 10 20 30 40 50 SE +/- 0.20, N = 9 SE +/- 0.20, N = 6 SE +/- 0.21, N = 5 SE +/- 0.14, N = 9 SE +/- 0.09, N = 3 SE +/- 0.21, N = 9 SE +/- 0.39, N = 4 SE +/- 0.36, N = 3 SE +/- 0.26, N = 9 SE +/- 0.93, N = 9 SE +/- 0.39, N = 9 SE +/- 0.62, N = 3 18.42 22.02 18.60 21.44 16.78 21.13 18.55 21.27 23.02 41.35 22.81 41.99 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q73 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q73 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.12, N = 9 SE +/- 0.09, N = 6 SE +/- 0.19, N = 6 SE +/- 0.28, N = 9 SE +/- 0.21, N = 3 SE +/- 0.15, N = 9 SE +/- 0.13, N = 4 SE +/- 0.39, N = 3 SE +/- 0.11, N = 9 SE +/- 0.43, N = 9 SE +/- 0.17, N = 9 SE +/- 0.36, N = 3 6.68 7.70 6.78 7.01 6.62 6.54 6.15 6.31 8.46 10.69 8.65 11.76 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q71 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q71 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.06, N = 9 SE +/- 0.05, N = 6 SE +/- 0.13, N = 6 SE +/- 0.07, N = 9 SE +/- 0.06, N = 3 SE +/- 0.05, N = 9 SE +/- 0.16, N = 4 SE +/- 0.12, N = 3 SE +/- 0.12, N = 9 SE +/- 0.32, N = 9 SE +/- 0.14, N = 9 SE +/- 0.15, N = 3 6.85 7.19 6.91 7.10 6.43 6.83 6.50 6.80 8.39 11.21 8.70 11.38 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q70 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q70 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.05, N = 9 SE +/- 0.06, N = 6 SE +/- 0.08, N = 6 SE +/- 0.04, N = 9 SE +/- 0.00, N = 3 SE +/- 0.04, N = 9 SE +/- 0.05, N = 4 SE +/- 0.02, N = 3 SE +/- 0.11, N = 9 SE +/- 0.28, N = 9 SE +/- 0.10, N = 9 SE +/- 0.28, N = 3 6.34 6.32 6.39 6.24 5.89 5.79 5.95 5.79 7.59 9.18 7.93 9.28 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q69 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q69 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 4 8 12 16 20 SE +/- 0.12, N = 9 SE +/- 0.13, N = 6 SE +/- 0.09, N = 6 SE +/- 0.16, N = 9 SE +/- 0.06, N = 3 SE +/- 0.14, N = 9 SE +/- 0.09, N = 4 SE +/- 0.03, N = 3 SE +/- 0.20, N = 9 SE +/- 0.40, N = 9 SE +/- 0.21, N = 9 SE +/- 0.16, N = 3 8.55 9.32 8.45 8.96 7.61 8.46 8.21 8.20 10.29 15.47 10.83 15.62 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q68 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q68 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.04, N = 9 SE +/- 0.14, N = 6 SE +/- 0.09, N = 6 SE +/- 0.06, N = 9 SE +/- 0.16, N = 3 SE +/- 0.12, N = 9 SE +/- 0.12, N = 4 SE +/- 0.19, N = 3 SE +/- 0.13, N = 9 SE +/- 0.30, N = 9 SE +/- 0.20, N = 9 SE +/- 0.95, N = 3 7.54 7.75 7.66 7.50 6.98 7.07 7.25 7.08 9.19 12.14 9.48 12.29 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q66 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q66 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.21, N = 9 SE +/- 0.19, N = 6 SE +/- 0.19, N = 6 SE +/- 0.15, N = 9 SE +/- 0.02, N = 3 SE +/- 0.13, N = 9 SE +/- 0.36, N = 4 SE +/- 0.42, N = 3 SE +/- 0.20, N = 9 SE +/- 0.09, N = 9 SE +/- 0.32, N = 9 SE +/- 0.14, N = 3 7.12 7.04 7.15 7.11 6.33 6.86 6.79 7.22 8.96 10.74 8.83 10.97 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q65 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q65 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 5 10 15 20 25 SE +/- 0.05, N = 9 SE +/- 0.16, N = 6 SE +/- 0.04, N = 6 SE +/- 0.09, N = 9 SE +/- 0.12, N = 3 SE +/- 0.10, N = 9 SE +/- 0.18, N = 4 SE +/- 0.03, N = 3 SE +/- 0.17, N = 9 SE +/- 0.42, N = 9 SE +/- 0.20, N = 9 SE +/- 0.57, N = 3 10.86 12.63 10.93 12.34 10.18 11.89 10.31 11.98 13.42 21.42 13.51 22.10 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q63 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q63 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 2 4 6 8 10 SE +/- 0.04, N = 9 SE +/- 0.04, N = 6 SE +/- 0.05, N = 6 SE +/- 0.07, N = 9 SE +/- 0.09, N = 3 SE +/- 0.11, N = 9 SE +/- 0.04, N = 4 SE +/- 0.10, N = 3 SE +/- 0.07, N = 9 SE +/- 0.27, N = 9 SE +/- 0.13, N = 9 SE +/- 0.24, N = 3 5.19 5.25 5.12 5.36 4.89 5.07 4.75 4.74 6.18 8.05 6.45 7.62 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q62 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q62 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 2 4 6 8 10 SE +/- 0.14, N = 9 SE +/- 0.14, N = 6 SE +/- 0.13, N = 6 SE +/- 0.14, N = 9 SE +/- 0.21, N = 3 SE +/- 0.11, N = 9 SE +/- 0.15, N = 4 SE +/- 0.12, N = 3 SE +/- 0.09, N = 9 SE +/- 0.42, N = 9 SE +/- 0.15, N = 9 SE +/- 0.05, N = 3 5.14 5.63 5.34 5.43 4.52 5.05 4.51 5.10 6.01 8.27 6.36 8.40 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q61 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q61 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 1.107 2.214 3.321 4.428 5.535 SE +/- 0.03, N = 9 SE +/- 0.04, N = 6 SE +/- 0.06, N = 6 SE +/- 0.04, N = 9 SE +/- 0.04, N = 3 SE +/- 0.03, N = 9 SE +/- 0.04, N = 4 SE +/- 0.06, N = 3 SE +/- 0.05, N = 9 SE +/- 0.17, N = 9 SE +/- 0.05, N = 9 SE +/- 0.19, N = 3 3.20 3.30 3.24 3.25 2.85 3.06 2.91 3.02 3.85 4.92 4.05 4.67 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q60 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q60 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 4 8 12 16 20 SE +/- 0.08, N = 9 SE +/- 0.26, N = 6 SE +/- 0.08, N = 6 SE +/- 0.19, N = 9 SE +/- 0.06, N = 3 SE +/- 0.16, N = 9 SE +/- 0.10, N = 4 SE +/- 0.19, N = 3 SE +/- 0.08, N = 9 SE +/- 0.69, N = 9 SE +/- 0.20, N = 9 SE +/- 0.78, N = 3 7.88 9.25 7.88 9.27 7.12 8.76 7.66 8.52 9.32 15.14 10.02 16.04 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q59 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q59 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.05, N = 9 SE +/- 0.07, N = 6 SE +/- 0.06, N = 6 SE +/- 0.03, N = 9 SE +/- 0.10, N = 3 SE +/- 0.05, N = 9 SE +/- 0.05, N = 4 SE +/- 0.06, N = 3 SE +/- 0.06, N = 9 SE +/- 0.22, N = 9 SE +/- 0.12, N = 9 SE +/- 0.61, N = 3 7.48 7.80 7.36 7.69 6.80 7.29 6.89 7.17 8.95 11.85 9.22 11.97 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q58 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q58 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 4 8 12 16 20 SE +/- 0.07, N = 9 SE +/- 0.11, N = 6 SE +/- 0.18, N = 6 SE +/- 0.38, N = 9 SE +/- 0.09, N = 3 SE +/- 0.15, N = 9 SE +/- 0.11, N = 4 SE +/- 0.76, N = 3 SE +/- 0.19, N = 9 SE +/- 0.66, N = 9 SE +/- 0.21, N = 9 SE +/- 0.64, N = 3 7.95 8.37 7.76 8.30 7.43 8.14 7.33 7.60 9.71 14.01 10.13 14.66 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q57 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q57 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.19, N = 9 SE +/- 0.26, N = 6 SE +/- 0.15, N = 6 SE +/- 0.26, N = 9 SE +/- 0.10, N = 3 SE +/- 0.15, N = 9 SE +/- 0.10, N = 4 SE +/- 0.33, N = 3 SE +/- 0.14, N = 9 SE +/- 0.39, N = 9 SE +/- 0.21, N = 9 SE +/- 0.44, N = 3 8.34 8.39 7.81 8.00 7.10 7.25 7.21 7.36 9.61 11.76 9.84 12.20 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q56 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q56 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.09, N = 9 SE +/- 0.18, N = 6 SE +/- 0.10, N = 6 SE +/- 0.11, N = 9 SE +/- 0.26, N = 3 SE +/- 0.16, N = 9 SE +/- 0.15, N = 4 SE +/- 0.18, N = 3 SE +/- 0.09, N = 9 SE +/- 0.23, N = 9 SE +/- 0.08, N = 9 SE +/- 0.39, N = 3 6.69 6.89 6.77 6.62 5.98 6.44 6.02 6.28 7.93 11.00 8.19 11.11 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q55 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q55 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 2 4 6 8 10 SE +/- 0.12, N = 9 SE +/- 0.11, N = 6 SE +/- 0.03, N = 6 SE +/- 0.12, N = 9 SE +/- 0.22, N = 3 SE +/- 0.07, N = 9 SE +/- 0.10, N = 4 SE +/- 0.24, N = 3 SE +/- 0.11, N = 9 SE +/- 0.30, N = 9 SE +/- 0.10, N = 9 SE +/- 0.11, N = 3 4.93 4.90 4.78 5.10 4.70 4.79 4.49 4.90 5.73 7.84 5.99 7.49 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q54 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q54 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 4 8 12 16 20 SE +/- 0.05, N = 9 SE +/- 0.07, N = 6 SE +/- 0.08, N = 6 SE +/- 0.07, N = 9 SE +/- 0.09, N = 3 SE +/- 0.04, N = 9 SE +/- 0.06, N = 4 SE +/- 0.08, N = 3 SE +/- 0.14, N = 9 SE +/- 0.24, N = 9 SE +/- 0.17, N = 9 SE +/- 0.51, N = 3 9.99 9.18 10.09 9.11 9.43 8.83 9.46 8.71 12.15 14.41 12.48 14.57 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q53 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q53 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 2 4 6 8 10 SE +/- 0.07, N = 9 SE +/- 0.34, N = 6 SE +/- 0.08, N = 6 SE +/- 0.07, N = 9 SE +/- 0.03, N = 3 SE +/- 0.07, N = 9 SE +/- 0.03, N = 4 SE +/- 0.06, N = 3 SE +/- 0.12, N = 9 SE +/- 0.27, N = 9 SE +/- 0.12, N = 9 SE +/- 0.31, N = 3 5.14 5.51 5.11 5.16 4.63 4.83 4.61 5.00 6.16 7.60 6.44 7.99 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q52 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q52 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 2 4 6 8 10 SE +/- 0.05, N = 9 SE +/- 0.14, N = 6 SE +/- 0.10, N = 6 SE +/- 0.09, N = 9 SE +/- 0.18, N = 3 SE +/- 0.14, N = 9 SE +/- 0.12, N = 4 SE +/- 0.28, N = 3 SE +/- 0.10, N = 9 SE +/- 0.33, N = 9 SE +/- 0.12, N = 9 SE +/- 0.31, N = 3 5.11 5.52 5.20 5.50 4.75 5.35 4.89 5.34 6.17 8.79 6.35 8.34 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q51 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q51 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 8 16 24 32 40 SE +/- 0.15, N = 9 SE +/- 0.13, N = 6 SE +/- 0.25, N = 6 SE +/- 0.08, N = 9 SE +/- 0.07, N = 3 SE +/- 0.13, N = 9 SE +/- 0.26, N = 4 SE +/- 0.08, N = 3 SE +/- 0.47, N = 9 SE +/- 0.69, N = 9 SE +/- 0.36, N = 9 SE +/- 0.86, N = 3 16.37 18.84 16.58 18.72 16.08 17.58 16.59 17.47 20.62 33.21 20.71 35.65 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q49 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q49 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 6 12 18 24 30 SE +/- 0.10, N = 9 SE +/- 0.09, N = 6 SE +/- 0.08, N = 6 SE +/- 0.11, N = 9 SE +/- 0.02, N = 3 SE +/- 0.10, N = 9 SE +/- 0.02, N = 4 SE +/- 0.17, N = 3 SE +/- 0.30, N = 9 SE +/- 0.80, N = 9 SE +/- 0.22, N = 9 SE +/- 0.89, N = 3 11.97 12.77 11.97 12.91 10.97 12.84 11.41 12.82 15.10 24.61 15.11 24.93 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q48 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q48 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 2 4 6 8 10 SE +/- 0.06, N = 9 SE +/- 0.09, N = 6 SE +/- 0.06, N = 6 SE +/- 0.06, N = 9 SE +/- 0.08, N = 3 SE +/- 0.05, N = 9 SE +/- 0.09, N = 4 SE +/- 0.06, N = 3 SE +/- 0.20, N = 9 SE +/- 0.17, N = 9 SE +/- 0.14, N = 9 SE +/- 0.48, N = 3 5.71 5.90 5.85 5.73 5.63 5.46 5.33 5.34 7.08 8.20 7.20 8.50 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q47 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q47 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 5 10 15 20 25 SE +/- 0.10, N = 9 SE +/- 0.06, N = 6 SE +/- 0.08, N = 6 SE +/- 0.06, N = 9 SE +/- 0.07, N = 3 SE +/- 0.05, N = 9 SE +/- 0.10, N = 4 SE +/- 0.05, N = 3 SE +/- 0.33, N = 9 SE +/- 0.43, N = 9 SE +/- 0.25, N = 9 SE +/- 0.28, N = 3 10.10 10.59 10.03 10.56 9.04 9.91 9.57 9.73 12.35 17.62 12.77 18.91 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q46 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q46 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.04, N = 9 SE +/- 0.10, N = 6 SE +/- 0.06, N = 6 SE +/- 0.07, N = 9 SE +/- 0.04, N = 3 SE +/- 0.04, N = 9 SE +/- 0.09, N = 4 SE +/- 0.20, N = 3 SE +/- 0.24, N = 9 SE +/- 0.28, N = 9 SE +/- 0.18, N = 9 SE +/- 0.27, N = 3 7.87 7.84 7.85 7.91 7.08 7.33 7.40 7.32 9.58 12.33 9.77 13.03 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q45 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q45 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.08, N = 9 SE +/- 0.11, N = 6 SE +/- 0.13, N = 6 SE +/- 0.09, N = 9 SE +/- 0.11, N = 3 SE +/- 0.08, N = 9 SE +/- 0.09, N = 4 SE +/- 0.10, N = 3 SE +/- 0.24, N = 9 SE +/- 0.29, N = 9 SE +/- 0.13, N = 9 SE +/- 0.54, N = 3 6.34 6.46 6.28 6.61 5.52 5.74 5.61 6.07 7.59 9.31 7.52 9.33 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q44 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q44 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 1.017 2.034 3.051 4.068 5.085 SE +/- 0.01, N = 9 SE +/- 0.01, N = 6 SE +/- 0.03, N = 6 SE +/- 0.02, N = 9 SE +/- 0.03, N = 3 SE +/- 0.01, N = 9 SE +/- 0.02, N = 4 SE +/- 0.03, N = 3 SE +/- 0.10, N = 9 SE +/- 0.11, N = 9 SE +/- 0.09, N = 9 SE +/- 0.13, N = 3 3.02 3.00 2.97 3.00 2.73 2.87 2.81 2.83 3.70 4.52 3.82 4.52 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q43 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q43 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 2 4 6 8 10 SE +/- 0.04, N = 9 SE +/- 0.07, N = 6 SE +/- 0.07, N = 6 SE +/- 0.04, N = 9 SE +/- 0.10, N = 3 SE +/- 0.03, N = 9 SE +/- 0.02, N = 4 SE +/- 0.10, N = 3 SE +/- 0.15, N = 9 SE +/- 0.24, N = 9 SE +/- 0.09, N = 9 SE +/- 0.34, N = 3 4.72 4.62 4.66 4.62 4.38 4.36 4.39 4.32 5.88 6.76 5.77 7.50 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q42 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q42 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 2 4 6 8 10 SE +/- 0.12, N = 9 SE +/- 0.17, N = 6 SE +/- 0.05, N = 6 SE +/- 0.12, N = 9 SE +/- 0.19, N = 3 SE +/- 0.08, N = 9 SE +/- 0.13, N = 4 SE +/- 0.25, N = 3 SE +/- 0.14, N = 9 SE +/- 0.48, N = 9 SE +/- 0.12, N = 9 SE +/- 0.89, N = 3 4.50 5.17 4.49 4.49 4.15 4.20 4.14 4.45 5.56 7.02 5.38 8.24 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q41 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q41 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 1.1138 2.2276 3.3414 4.4552 5.569 SE +/- 0.02, N = 9 SE +/- 0.01, N = 6 SE +/- 0.04, N = 6 SE +/- 0.02, N = 9 SE +/- 0.05, N = 3 SE +/- 0.02, N = 9 SE +/- 0.04, N = 4 SE +/- 0.02, N = 3 SE +/- 0.12, N = 9 SE +/- 0.13, N = 9 SE +/- 0.08, N = 9 SE +/- 0.24, N = 3 3.29 3.33 3.29 3.35 3.06 3.13 3.03 3.04 4.11 4.71 4.08 4.95 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q40 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q40 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 5 10 15 20 25 SE +/- 0.14, N = 8 SE +/- 0.08, N = 6 SE +/- 0.11, N = 6 SE +/- 0.11, N = 8 SE +/- 0.06, N = 3 SE +/- 0.10, N = 9 SE +/- 0.13, N = 4 SE +/- 0.15, N = 3 SE +/- 0.42, N = 9 SE +/- 0.27, N = 3 SE +/- 0.23, N = 8 SE +/- 0.49, N = 3 12.18 11.08 11.72 11.16 11.12 11.20 11.20 11.40 14.83 19.20 14.59 21.75 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q39 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q39 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 2 4 6 8 10 SE +/- 0.04, N = 9 SE +/- 0.09, N = 6 SE +/- 0.07, N = 6 SE +/- 0.06, N = 9 SE +/- 0.07, N = 3 SE +/- 0.06, N = 9 SE +/- 0.11, N = 4 SE +/- 0.06, N = 3 SE +/- 0.30, N = 9 SE +/- 0.32, N = 9 SE +/- 0.11, N = 9 SE +/- 0.26, N = 3 4.43 4.20 4.56 4.11 4.15 4.01 4.31 3.95 5.97 7.49 5.62 8.40 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q38 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q38 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 7 14 21 28 35 SE +/- 0.08, N = 9 SE +/- 0.17, N = 6 SE +/- 0.21, N = 6 SE +/- 0.25, N = 9 SE +/- 0.02, N = 3 SE +/- 0.16, N = 9 SE +/- 0.21, N = 4 SE +/- 0.37, N = 3 SE +/- 0.49, N = 9 SE +/- 0.78, N = 9 SE +/- 0.23, N = 9 SE +/- 0.38, N = 3 13.82 15.32 14.10 15.26 12.87 14.72 13.42 15.23 17.77 28.71 17.22 29.43 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q37 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q37 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.03, N = 9 SE +/- 0.05, N = 6 SE +/- 0.04, N = 6 SE +/- 0.05, N = 9 SE +/- 0.02, N = 3 SE +/- 0.05, N = 9 SE +/- 0.07, N = 4 SE +/- 0.05, N = 3 SE +/- 0.26, N = 9 SE +/- 0.26, N = 9 SE +/- 0.17, N = 9 SE +/- 0.49, N = 3 6.65 6.77 6.58 6.73 6.10 6.81 6.41 7.01 8.11 11.86 8.13 11.99 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q36 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q36 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.07, N = 9 SE +/- 0.08, N = 6 SE +/- 0.08, N = 6 SE +/- 0.05, N = 9 SE +/- 0.08, N = 3 SE +/- 0.05, N = 9 SE +/- 0.06, N = 4 SE +/- 0.07, N = 3 SE +/- 0.17, N = 9 SE +/- 0.19, N = 9 SE +/- 0.15, N = 9 SE +/- 0.34, N = 3 6.60 6.54 6.61 6.48 5.67 5.95 5.94 5.99 7.99 9.43 8.14 10.09 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q35 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q35 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 4 8 12 16 20 SE +/- 0.12, N = 9 SE +/- 0.30, N = 6 SE +/- 0.16, N = 6 SE +/- 0.10, N = 9 SE +/- 0.18, N = 3 SE +/- 0.13, N = 9 SE +/- 0.09, N = 4 SE +/- 0.16, N = 3 SE +/- 0.42, N = 9 SE +/- 0.32, N = 9 SE +/- 0.19, N = 9 SE +/- 0.55, N = 3 9.96 10.73 9.75 10.04 8.94 9.57 9.48 9.90 12.57 17.94 12.13 18.10 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q34 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q34 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.08, N = 9 SE +/- 0.20, N = 6 SE +/- 0.06, N = 6 SE +/- 0.15, N = 9 SE +/- 0.04, N = 3 SE +/- 0.07, N = 9 SE +/- 0.06, N = 4 SE +/- 0.13, N = 3 SE +/- 0.23, N = 9 SE +/- 0.26, N = 9 SE +/- 0.19, N = 9 SE +/- 0.59, N = 3 7.14 7.37 7.12 7.17 6.37 6.60 6.70 6.67 8.95 11.34 8.80 12.15 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q33 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q33 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 4 8 12 16 20 SE +/- 0.10, N = 9 SE +/- 0.21, N = 6 SE +/- 0.13, N = 6 SE +/- 0.13, N = 9 SE +/- 0.09, N = 3 SE +/- 0.14, N = 9 SE +/- 0.05, N = 4 SE +/- 0.02, N = 3 SE +/- 0.23, N = 9 SE +/- 0.22, N = 9 SE +/- 0.13, N = 9 SE +/- 0.72, N = 3 7.66 8.26 7.83 8.05 6.68 7.71 6.88 7.25 9.53 13.17 9.70 14.08 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q32 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q32 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.11, N = 9 SE +/- 0.10, N = 6 SE +/- 0.07, N = 6 SE +/- 0.08, N = 9 SE +/- 0.24, N = 3 SE +/- 0.10, N = 9 SE +/- 0.04, N = 4 SE +/- 0.25, N = 3 SE +/- 0.16, N = 9 SE +/- 0.29, N = 9 SE +/- 0.10, N = 9 SE +/- 0.26, N = 3 5.09 5.55 5.04 5.48 4.85 5.58 4.90 5.66 6.17 8.89 6.26 9.60 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q31 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q31 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 6 12 18 24 30 SE +/- 0.10, N = 9 SE +/- 0.14, N = 6 SE +/- 0.07, N = 6 SE +/- 0.14, N = 9 SE +/- 0.16, N = 3 SE +/- 0.10, N = 9 SE +/- 0.27, N = 4 SE +/- 0.26, N = 3 SE +/- 0.30, N = 9 SE +/- 1.05, N = 9 SE +/- 0.26, N = 9 SE +/- 1.78, N = 3 11.93 12.61 12.15 12.78 10.61 11.69 10.87 11.63 14.77 23.16 14.80 23.88 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q30 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q30 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 4 8 12 16 20 SE +/- 0.05, N = 9 SE +/- 0.08, N = 6 SE +/- 0.09, N = 6 SE +/- 0.07, N = 9 SE +/- 0.05, N = 3 SE +/- 0.08, N = 9 SE +/- 0.08, N = 4 SE +/- 0.09, N = 3 SE +/- 0.26, N = 9 SE +/- 0.50, N = 9 SE +/- 0.14, N = 9 SE +/- 0.53, N = 3 7.22 7.47 7.14 7.39 6.31 7.18 6.52 6.95 9.29 13.62 9.11 13.43 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q28 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q28 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 6 12 18 24 30 SE +/- 0.12, N = 9 SE +/- 0.23, N = 6 SE +/- 0.07, N = 6 SE +/- 0.27, N = 9 SE +/- 0.17, N = 3 SE +/- 0.08, N = 9 SE +/- 0.19, N = 4 SE +/- 0.23, N = 3 SE +/- 0.46, N = 9 SE +/- 0.37, N = 9 SE +/- 0.29, N = 9 SE +/- 0.63, N = 3 12.54 13.09 12.40 13.29 11.32 12.42 11.94 12.63 15.57 22.55 15.30 23.61 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q27 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q27 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.10, N = 9 SE +/- 0.14, N = 6 SE +/- 0.07, N = 6 SE +/- 0.22, N = 9 SE +/- 0.48, N = 3 SE +/- 0.17, N = 9 SE +/- 0.09, N = 4 SE +/- 0.24, N = 3 SE +/- 0.22, N = 9 SE +/- 0.44, N = 9 SE +/- 0.11, N = 9 SE +/- 1.13, N = 3 7.16 7.70 7.38 7.48 6.80 6.84 6.87 7.25 8.88 11.38 9.11 12.26 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q26 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q26 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.05, N = 9 SE +/- 0.09, N = 6 SE +/- 0.05, N = 6 SE +/- 0.11, N = 9 SE +/- 0.07, N = 3 SE +/- 0.10, N = 9 SE +/- 0.11, N = 4 SE +/- 0.08, N = 3 SE +/- 0.19, N = 9 SE +/- 0.38, N = 9 SE +/- 0.15, N = 9 SE +/- 0.56, N = 3 5.72 6.08 5.69 6.09 5.18 6.07 5.29 6.00 6.90 9.82 7.01 10.46 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q22 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q22 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 4 8 12 16 20 SE +/- 0.09, N = 9 SE +/- 0.14, N = 6 SE +/- 0.09, N = 6 SE +/- 0.21, N = 9 SE +/- 0.24, N = 3 SE +/- 0.15, N = 9 SE +/- 0.13, N = 4 SE +/- 0.19, N = 3 SE +/- 1.07, N = 9 SE +/- 0.60, N = 9 SE +/- 0.17, N = 9 SE +/- 0.31, N = 3 12.85 10.66 12.82 10.83 13.12 10.15 12.80 10.08 17.45 15.86 16.26 15.37 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q21 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q21 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 2 4 6 8 10 SE +/- 0.17, N = 9 SE +/- 0.18, N = 6 SE +/- 0.22, N = 6 SE +/- 0.13, N = 9 SE +/- 0.26, N = 3 SE +/- 0.08, N = 9 SE +/- 0.13, N = 4 SE +/- 0.17, N = 3 SE +/- 0.20, N = 9 SE +/- 0.45, N = 9 SE +/- 0.08, N = 9 SE +/- 0.47, N = 3 5.67 6.18 5.65 6.16 4.96 5.56 4.88 5.60 6.72 8.87 6.59 8.11 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q20 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q20 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 0.8055 1.611 2.4165 3.222 4.0275 SE +/- 0.02, N = 9 SE +/- 0.01, N = 6 SE +/- 0.03, N = 6 SE +/- 0.02, N = 9 SE +/- 0.01, N = 3 SE +/- 0.01, N = 9 SE +/- 0.03, N = 4 SE +/- 0.04, N = 3 SE +/- 0.08, N = 9 SE +/- 0.12, N = 9 SE +/- 0.03, N = 9 SE +/- 0.11, N = 3 2.42 2.49 2.46 2.46 2.33 2.36 2.21 2.30 3.04 3.58 2.95 3.22 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q19 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q19 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.04, N = 9 SE +/- 0.27, N = 6 SE +/- 0.14, N = 6 SE +/- 0.10, N = 9 SE +/- 0.16, N = 3 SE +/- 0.10, N = 9 SE +/- 0.09, N = 4 SE +/- 0.08, N = 3 SE +/- 0.32, N = 9 SE +/- 0.58, N = 9 SE +/- 0.09, N = 9 SE +/- 0.74, N = 3 6.83 7.80 7.05 7.49 6.32 7.08 6.35 6.91 8.62 12.22 8.25 11.16 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q18 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q18 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.09, N = 9 SE +/- 0.19, N = 6 SE +/- 0.10, N = 6 SE +/- 0.13, N = 9 SE +/- 0.04, N = 3 SE +/- 0.22, N = 9 SE +/- 0.11, N = 4 SE +/- 0.12, N = 3 SE +/- 0.31, N = 9 SE +/- 0.26, N = 9 SE +/- 0.15, N = 9 SE +/- 0.37, N = 3 7.61 7.51 7.71 7.60 6.60 7.58 7.13 7.49 9.59 12.16 9.55 11.93 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q15 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q15 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.06, N = 9 SE +/- 0.08, N = 6 SE +/- 0.05, N = 6 SE +/- 0.10, N = 9 SE +/- 0.06, N = 3 SE +/- 0.08, N = 9 SE +/- 0.10, N = 4 SE +/- 0.05, N = 3 SE +/- 0.22, N = 9 SE +/- 0.34, N = 9 SE +/- 0.13, N = 9 SE +/- 0.27, N = 3 6.63 6.41 6.29 6.53 5.71 6.01 5.92 6.31 7.95 10.08 7.91 9.68 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q14 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q14 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 5 10 15 20 25 SE +/- 0.07, N = 9 SE +/- 0.29, N = 6 SE +/- 0.11, N = 6 SE +/- 0.17, N = 9 SE +/- 0.11, N = 3 SE +/- 0.19, N = 9 SE +/- 0.36, N = 4 SE +/- 0.08, N = 3 SE +/- 0.52, N = 9 SE +/- 0.50, N = 9 SE +/- 0.25, N = 9 SE +/- 0.41, N = 3 15.38 14.51 15.45 14.24 15.13 13.87 15.38 13.38 19.18 22.34 18.86 22.49 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q13 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q13 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.05, N = 9 SE +/- 0.10, N = 6 SE +/- 0.05, N = 6 SE +/- 0.10, N = 9 SE +/- 0.03, N = 3 SE +/- 0.06, N = 9 SE +/- 0.09, N = 4 SE +/- 0.06, N = 3 SE +/- 0.31, N = 9 SE +/- 0.24, N = 9 SE +/- 0.18, N = 9 SE +/- 0.43, N = 3 7.00 6.74 6.92 6.59 6.32 6.10 6.46 6.13 8.44 9.78 8.47 10.52 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q12 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q12 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 0.8033 1.6066 2.4099 3.2132 4.0165 SE +/- 0.02, N = 9 SE +/- 0.01, N = 6 SE +/- 0.02, N = 6 SE +/- 0.01, N = 9 SE +/- 0.01, N = 3 SE +/- 0.01, N = 9 SE +/- 0.02, N = 4 SE +/- 0.02, N = 3 SE +/- 0.08, N = 9 SE +/- 0.04, N = 9 SE +/- 0.10, N = 9 SE +/- 0.15, N = 3 2.43 2.47 2.44 2.47 2.21 2.30 2.24 2.28 2.96 3.36 3.11 3.57 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q10 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q10 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 4 8 12 16 20 SE +/- 0.08, N = 9 SE +/- 0.13, N = 6 SE +/- 0.13, N = 6 SE +/- 0.15, N = 9 SE +/- 0.17, N = 3 SE +/- 0.12, N = 9 SE +/- 0.16, N = 4 SE +/- 0.10, N = 3 SE +/- 0.34, N = 9 SE +/- 0.54, N = 9 SE +/- 0.16, N = 9 SE +/- 0.21, N = 3 8.44 8.97 8.50 8.91 7.65 8.50 8.10 8.21 10.54 15.35 10.85 15.53 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q09 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q09 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.05, N = 9 SE +/- 0.04, N = 6 SE +/- 0.11, N = 6 SE +/- 0.05, N = 9 SE +/- 0.15, N = 3 SE +/- 0.05, N = 9 SE +/- 0.09, N = 4 SE +/- 0.07, N = 3 SE +/- 0.21, N = 9 SE +/- 0.23, N = 9 SE +/- 0.24, N = 9 SE +/- 0.28, N = 3 6.46 6.20 6.44 6.25 6.03 5.86 6.08 5.82 7.83 9.48 7.92 9.65 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q08 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q08 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.05, N = 9 SE +/- 0.07, N = 6 SE +/- 0.05, N = 6 SE +/- 0.05, N = 9 SE +/- 0.08, N = 3 SE +/- 0.06, N = 9 SE +/- 0.13, N = 4 SE +/- 0.04, N = 3 SE +/- 0.23, N = 9 SE +/- 0.13, N = 9 SE +/- 0.11, N = 9 SE +/- 0.21, N = 3 6.58 6.61 6.55 6.53 5.84 6.21 6.09 6.08 7.80 9.92 7.89 9.90 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q07 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q07 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.09, N = 9 SE +/- 0.21, N = 6 SE +/- 0.15, N = 6 SE +/- 0.21, N = 9 SE +/- 0.04, N = 3 SE +/- 0.14, N = 9 SE +/- 0.17, N = 4 SE +/- 0.33, N = 3 SE +/- 0.26, N = 9 SE +/- 0.52, N = 9 SE +/- 0.18, N = 9 SE +/- 0.90, N = 3 6.93 7.60 7.04 7.58 6.29 6.99 6.77 7.01 8.43 11.54 8.52 12.37 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q05 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q05 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 5 10 15 20 25 SE +/- 0.06, N = 9 SE +/- 0.09, N = 6 SE +/- 0.06, N = 6 SE +/- 0.04, N = 9 SE +/- 0.11, N = 3 SE +/- 0.09, N = 9 SE +/- 0.08, N = 4 SE +/- 0.11, N = 3 SE +/- 0.32, N = 9 SE +/- 0.48, N = 9 SE +/- 0.19, N = 9 SE +/- 0.76, N = 3 11.87 12.04 11.80 11.96 10.80 11.26 11.20 11.25 14.82 20.38 14.57 21.70 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q03 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q03 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 2 4 6 8 10 SE +/- 0.06, N = 9 SE +/- 0.07, N = 6 SE +/- 0.07, N = 6 SE +/- 0.03, N = 9 SE +/- 0.04, N = 3 SE +/- 0.12, N = 9 SE +/- 0.06, N = 4 SE +/- 0.05, N = 3 SE +/- 0.13, N = 9 SE +/- 0.09, N = 9 SE +/- 0.15, N = 9 SE +/- 0.12, N = 3 4.94 4.71 4.88 4.74 4.08 4.62 4.60 4.48 5.78 7.16 5.79 7.53 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q02 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q02 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.03, N = 9 SE +/- 0.06, N = 6 SE +/- 0.02, N = 6 SE +/- 0.05, N = 9 SE +/- 0.09, N = 3 SE +/- 0.07, N = 9 SE +/- 0.04, N = 4 SE +/- 0.06, N = 3 SE +/- 0.19, N = 9 SE +/- 0.23, N = 9 SE +/- 0.12, N = 9 SE +/- 0.25, N = 3 5.83 5.80 5.86 5.79 5.46 5.56 5.43 5.34 7.31 8.79 7.32 8.97 1. (CC) gcc options: -O3 -fcommon -lm
Apache Spark TPC-DS Scale Factor: 50 - Q01 OpenBenchmarking.org Seconds, Fewer Is Better Apache Spark TPC-DS 3.5 Scale Factor: 50 - Q01 c2d-highmem-32 c2d-highmem-56 c2d-standard-32 c2d-standard-56 c3d-highmem-30 c3d-highmem-60 c3d-standard-30 c3d-standard-60 n2d-highmem-32 n2d-highmem-64 n2d-standard-32 n2d-standard-64 3 6 9 12 15 SE +/- 0.10, N = 9 SE +/- 0.16, N = 6 SE +/- 0.19, N = 6 SE +/- 0.06, N = 9 SE +/- 0.03, N = 3 SE +/- 0.13, N = 9 SE +/- 0.08, N = 4 SE +/- 0.07, N = 3 SE +/- 0.27, N = 9 SE +/- 0.32, N = 9 SE +/- 0.17, N = 9 SE +/- 0.17, N = 3 6.52 7.26 6.68 6.99 5.86 7.09 6.27 6.64 8.59 11.49 8.19 11.90 1. (CC) gcc options: -O3 -fcommon -lm
Phoronix Test Suite v10.8.4