Spark TPC-DS Benchmarks Spark TPC-DS benchmarks across C2D / C3D / N2D standard and highmem instances on Ubuntu 22.04 LTS within Google GCE. Benchmarks by Michael Larabel. Focused on 3TB and 10TB scale factor along with 50GB just as a "smoke run".
HTML result view exported from: https://openbenchmarking.org/result/2403108-PTS-SPARKTPC62&rdt&grr .
Spark TPC-DS Benchmarks Processor Motherboard Chipset Memory Disk Network OS Kernel Vulkan Compiler File-System System Layer c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 AMD EPYC 9B14 (30 Cores / 60 Threads) Google Compute Engine c3d-standard-60 Intel 440FX 82441FX PMC 15 x 16 GB RAM 11811GB nvme_card-pd Google Compute Engine Virtual Ubuntu 22.04 6.2.0-1019-gcp (x86_64) 1.3.238 GCC 11.4.0 ext4 KVM 2 x AMD EPYC 7B12 (32 Cores / 64 Threads) Google Compute Engine n2d-standard-64 16 x GB RAM 11811GB PersistentDisk Red Hat Virtio device AMD EPYC 7B13 (28 Cores / 56 Threads) Google Compute Engine c2d-standard-56 14 x 16 GB RAM AMD EPYC 9B14 (30 Cores / 60 Threads) Google Compute Engine c3d-highmem-60 30 x 16GB RAM 11811GB nvme_card-pd Google Compute Engine Virtual 2 x AMD EPYC 7B12 (32 Cores / 64 Threads) Google Compute Engine n2d-highmem-64 32 x 16GB RAM 11811GB PersistentDisk Red Hat Virtio device AMD EPYC 7B13 (28 Cores / 56 Threads) Google Compute Engine c2d-highmem-56 28 x 16GB RAM AMD EPYC 9B14 (15 Cores / 30 Threads) Google Compute Engine c3d-standard-30 16 + 16 + 16 + 16 + 16 + 16 + 16 + 8 RAM 11811GB nvme_card-pd Google Compute Engine Virtual 2 x AMD EPYC 7B12 (16 Cores / 32 Threads) Google Compute Engine n2d-standard-32 8 x 16GB RAM 11811GB PersistentDisk Red Hat Virtio device 6.5.0-1013-gcp (x86_64) AMD EPYC 7B13 (16 Cores / 32 Threads) Google Compute Engine c2d-standard-32 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 1.3.255 AMD EPYC 7B13 (16 Cores / 32 Threads) Google Compute Engine c2d-highmem-32 16 x 16GB RAM 11811GB PersistentDisk Red Hat Virtio device 2 x AMD EPYC 7B12 (16 Cores / 32 Threads) Google Compute Engine n2d-highmem-32 6.5.0-1014-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 - c3d-standard-60: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - n2d-standard-64: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - c2d-standard-56: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - c3d-highmem-60: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - n2d-highmem-64: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - c2d-highmem-56: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - c3d-standard-30: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - n2d-standard-32: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - c2d-standard-32: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - c3d-highmem-30: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - c2d-highmem-32: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - n2d-highmem-32: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected
Spark TPC-DS 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 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 6.64 152.69 201.62 206.17 293.91 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 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 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 7.09 202.85 202.94 257.67 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 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 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 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 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 6.68 194.65 186.70 381.94 116.63 227.96 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 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 42.64 220.11 215.32 393.15 155.79 291.69 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 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 c3d-standard-30 n2d-standard-32 c2d-standard-32 c2d-highmem-32 n2d-highmem-32 11 22 33 44 55 SE +/- 2.02, N = 2 SE +/- 1.65, N = 2 SE +/- 0.18, N = 2 35.22 45.47 47.84 48.78 42.64 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 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 60 120 180 240 300 SE +/- 12.21, N = 2 SE +/- 19.41, N = 3 SE +/- 0.66, N = 3 SE +/- 4.94, N = 3 190.95 229.10 279.18 194.65 229.33 220.11 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 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 50 100 150 200 250 SE +/- 0.67, N = 2 SE +/- 1.96, N = 2 SE +/- 5.43, N = 3 SE +/- 5.84, N = 3 SE +/- 0.27, N = 2 SE +/- 1.11, N = 2 181.14 236.28 237.26 186.70 233.41 215.32 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 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 90 180 270 360 450 SE +/- 3.93, N = 2 SE +/- 13.10, N = 3 SE +/- 18.45, N = 3 SE +/- 2.26, N = 2 SE +/- 3.33, N = 3 SE +/- 8.97, N = 3 337.22 431.16 375.15 381.94 337.02 393.15 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 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 60 120 180 240 300 SE +/- 2.55, N = 3 SE +/- 4.63, N = 2 SE +/- 12.37, N = 3 SE +/- 15.82, N = 2 SE +/- 5.49, N = 3 155.24 186.79 259.72 116.63 138.11 155.79 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 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 60 120 180 240 300 SE +/- 1.08, N = 3 SE +/- 4.73, N = 3 SE +/- 14.30, N = 3 SE +/- 2.47, N = 3 SE +/- 1.08, N = 3 SE +/- 32.43, N = 3 231.04 278.97 241.95 227.96 223.14 291.69 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 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 14 28 42 56 70 SE +/- 0.35, N = 3 SE +/- 1.31, N = 3 SE +/- 0.61, N = 3 SE +/- 0.82, N = 3 45.33 61.34 61.95 46.99 58.20 55.22 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 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 40 80 120 160 200 SE +/- 0.25, N = 3 SE +/- 4.94, N = 3 SE +/- 13.55, N = 3 SE +/- 8.64, N = 3 SE +/- 6.45, N = 3 SE +/- 6.08, N = 3 79.43 98.33 155.36 88.66 165.44 99.27 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 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 13 26 39 52 65 SE +/- 0.23, N = 3 SE +/- 1.08, N = 3 SE +/- 0.65, N = 3 SE +/- 0.06, N = 3 SE +/- 0.65, N = 3 SE +/- 0.15, N = 3 43.92 58.27 48.31 42.96 48.65 57.29 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 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 n2d-highmem-32 40 80 120 160 200 SE +/- 5.41, N = 2 SE +/- 9.87, N = 3 134.24 156.77 168.75 122.81 162.73 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 c3d-standard-30 n2d-standard-32 c2d-highmem-32 n2d-highmem-32 40 80 120 160 200 SE +/- 0.59, N = 2 151.39 186.61 169.74 173.97 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-standard-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 12 24 36 48 60 SE +/- 0.63, N = 3 SE +/- 0.52, N = 3 SE +/- 1.22, N = 3 SE +/- 0.47, N = 3 SE +/- 1.04, N = 3 SE +/- 0.67, N = 3 45.11 42.32 53.74 43.55 40.32 44.48 52.55 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-standard-30 c3d-highmem-30 70 140 210 280 350 SE +/- 1.10, N = 2 312.38 300.21 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 c3d-standard-60 c2d-standard-56 c3d-highmem-60 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c2d-highmem-32 n2d-highmem-32 13 26 39 52 65 SE +/- 0.56, N = 2 SE +/- 0.59, N = 2 SE +/- 0.95, N = 2 SE +/- 0.35, N = 3 SE +/- 0.76, N = 3 SE +/- 0.50, N = 3 39.45 42.38 38.09 42.66 41.14 56.27 45.40 46.21 53.35 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 c3d-standard-60 c2d-standard-56 c3d-highmem-60 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 16 32 48 64 80 SE +/- 0.39, N = 3 SE +/- 0.11, N = 3 SE +/- 0.20, N = 3 SE +/- 0.38, N = 3 SE +/- 0.30, N = 3 SE +/- 0.36, N = 3 SE +/- 0.10, N = 3 SE +/- 1.05, N = 3 SE +/- 0.28, N = 3 SE +/- 3.29, N = 3 44.31 47.15 43.02 46.70 46.97 61.06 73.08 46.32 47.87 58.90 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 c3d-standard-60 c2d-standard-56 c3d-highmem-60 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 10 20 30 40 50 SE +/- 0.29, N = 3 SE +/- 0.63, N = 2 SE +/- 0.17, N = 2 SE +/- 0.49, N = 3 SE +/- 0.22, N = 2 SE +/- 0.63, N = 3 SE +/- 0.37, N = 3 SE +/- 0.13, N = 3 SE +/- 0.23, N = 3 SE +/- 0.98, N = 3 33.47 40.02 34.16 40.28 35.28 44.24 41.30 34.72 41.91 43.96 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 30 60 90 120 150 SE +/- 1.07, N = 3 SE +/- 0.76, N = 2 SE +/- 0.24, N = 3 SE +/- 1.19, N = 3 SE +/- 0.35, N = 3 SE +/- 2.89, N = 3 SE +/- 19.99, N = 3 SE +/- 3.30, N = 3 SE +/- 12.68, N = 3 SE +/- 3.06, N = 3 93.01 152.69 147.43 88.57 110.73 98.43 130.47 139.06 102.18 122.52 128.99 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 c3d-standard-60 n2d-standard-64 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 50 100 150 200 250 SE +/- 0.13, N = 2 SE +/- 0.73, N = 2 SE +/- 1.65, N = 3 SE +/- 4.48, N = 3 SE +/- 23.03, N = 3 SE +/- 2.15, N = 2 SE +/- 1.53, N = 3 123.89 201.62 117.85 202.85 143.54 151.42 176.99 220.44 131.37 145.77 158.71 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 50 100 150 200 250 SE +/- 10.02, N = 2 SE +/- 0.18, N = 2 SE +/- 1.40, N = 3 SE +/- 1.03, N = 3 SE +/- 0.62, N = 2 SE +/- 4.56, N = 3 SE +/- 10.10, N = 3 SE +/- 3.89, N = 3 SE +/- 7.02, N = 2 121.39 206.17 153.47 103.69 202.94 148.22 146.53 171.58 236.18 123.29 157.37 159.90 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 100 200 300 400 500 SE +/- 0.19, N = 2 SE +/- 5.75, N = 3 SE +/- 4.44, N = 3 SE +/- 0.22, N = 3 SE +/- 3.74, N = 3 SE +/- 3.08, N = 3 SE +/- 0.42, N = 3 SE +/- 5.74, N = 3 SE +/- 16.01, N = 3 SE +/- 8.41, N = 3 SE +/- 5.99, N = 3 SE +/- 5.50, N = 3 212.85 293.91 392.19 157.21 257.67 198.07 233.84 266.65 446.29 233.33 350.99 243.56 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 13 26 39 52 65 SE +/- 0.43, N = 3 SE +/- 0.86, N = 3 SE +/- 0.39, N = 3 SE +/- 0.38, N = 3 SE +/- 1.12, N = 3 SE +/- 0.26, N = 3 SE +/- 0.14, N = 3 SE +/- 1.17, N = 3 SE +/- 0.66, N = 3 SE +/- 0.30, N = 3 SE +/- 0.08, N = 3 SE +/- 1.27, N = 3 37.25 57.13 42.75 37.51 58.93 42.12 44.35 55.38 48.58 44.12 48.20 56.91 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 1.0823 2.1646 3.2469 4.3292 5.4115 SE +/- 0.03, N = 3 SE +/- 0.08, N = 3 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.13, N = 3 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 SE +/- 0.12, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.04, N = 3 SE +/- 0.18, N = 3 3.34 4.58 3.46 3.34 4.81 3.52 3.40 4.66 3.47 3.33 3.53 4.48 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 7 14 21 28 35 SE +/- 0.18, N = 3 SE +/- 0.69, N = 3 SE +/- 1.23, N = 3 SE +/- 0.16, N = 3 SE +/- 0.31, N = 3 SE +/- 0.04, N = 3 SE +/- 0.34, N = 3 SE +/- 0.38, N = 3 SE +/- 2.91, N = 3 SE +/- 0.55, N = 3 SE +/- 0.77, N = 3 SE +/- 0.47, N = 3 17.39 21.68 30.61 14.56 23.27 16.72 25.18 28.09 29.66 24.13 24.74 28.39 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 20 40 60 80 100 SE +/- 0.58, N = 3 SE +/- 1.01, N = 3 SE +/- 0.12, N = 3 SE +/- 0.68, N = 3 SE +/- 0.73, N = 3 SE +/- 0.09, N = 3 SE +/- 0.29, N = 3 SE +/- 5.58, N = 3 SE +/- 5.71, N = 3 SE +/- 2.92, N = 3 SE +/- 0.45, N = 3 SE +/- 1.71, N = 3 43.60 75.73 42.70 42.72 76.17 43.35 49.46 63.20 59.73 56.73 47.85 62.08 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 20 40 60 80 100 SE +/- 0.43, N = 3 SE +/- 1.12, N = 3 SE +/- 0.46, N = 3 SE +/- 0.41, N = 3 SE +/- 0.41, N = 3 SE +/- 1.89, N = 3 SE +/- 0.32, N = 3 SE +/- 0.35, N = 3 SE +/- 0.76, N = 3 SE +/- 0.14, N = 3 SE +/- 0.59, N = 3 SE +/- 1.42, N = 3 65.21 84.49 93.62 54.25 79.11 74.03 70.40 78.24 97.31 67.56 96.27 78.38 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 10 20 30 40 50 SE +/- 0.23, N = 3 SE +/- 0.98, N = 3 SE +/- 0.19, N = 3 SE +/- 1.47, N = 3 SE +/- 1.23, N = 3 SE +/- 0.25, N = 3 SE +/- 0.12, N = 3 SE +/- 2.27, N = 3 SE +/- 6.07, N = 3 SE +/- 0.35, N = 3 SE +/- 0.70, N = 3 SE +/- 0.93, N = 3 22.89 40.58 31.69 23.48 42.60 30.67 24.97 33.11 34.83 23.14 33.73 30.36 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 5 10 15 20 25 SE +/- 0.31, N = 3 SE +/- 0.39, N = 3 SE +/- 0.26, N = 3 SE +/- 0.25, N = 3 SE +/- 0.67, N = 3 SE +/- 0.28, N = 3 SE +/- 0.23, N = 3 SE +/- 0.27, N = 3 SE +/- 0.05, N = 3 SE +/- 0.18, N = 3 SE +/- 1.50, N = 3 SE +/- 0.52, N = 3 11.07 17.93 12.40 10.33 19.31 10.41 11.05 14.18 15.37 10.83 12.62 13.16 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 5 10 15 20 25 SE +/- 0.11, N = 3 SE +/- 0.57, N = 3 SE +/- 0.28, N = 3 SE +/- 0.13, N = 3 SE +/- 0.28, N = 3 SE +/- 0.18, N = 3 SE +/- 0.25, N = 3 SE +/- 0.24, N = 3 SE +/- 0.16, N = 3 SE +/- 0.09, N = 3 SE +/- 0.07, N = 3 SE +/- 0.19, N = 3 9.10 13.34 11.25 9.15 13.71 11.83 12.62 15.79 19.11 13.51 13.17 15.76 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 30 60 90 120 150 SE +/- 0.18, N = 3 SE +/- 2.64, N = 3 SE +/- 0.18, N = 3 SE +/- 0.51, N = 3 SE +/- 1.50, N = 3 SE +/- 0.30, N = 3 SE +/- 1.01, N = 3 SE +/- 2.65, N = 3 SE +/- 5.89, N = 3 SE +/- 1.51, N = 3 SE +/- 0.49, N = 3 SE +/- 2.83, N = 3 68.17 113.29 72.06 67.55 117.71 72.06 71.83 100.81 96.71 74.20 76.25 99.11 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 40 80 120 160 200 SE +/- 0.85, N = 3 SE +/- 0.57, N = 3 SE +/- 0.34, N = 3 SE +/- 0.05, N = 3 SE +/- 2.60, N = 3 SE +/- 0.70, N = 3 SE +/- 0.67, N = 3 SE +/- 5.50, N = 3 SE +/- 6.82, N = 3 SE +/- 1.58, N = 3 SE +/- 3.28, N = 3 SE +/- 3.85, N = 3 83.28 110.14 100.23 85.10 117.67 97.24 156.56 174.45 162.59 158.05 156.03 174.28 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 9 18 27 36 45 SE +/- 0.13, N = 3 SE +/- 0.54, N = 3 SE +/- 0.12, N = 3 SE +/- 0.15, N = 3 SE +/- 0.98, N = 3 SE +/- 0.15, N = 3 SE +/- 0.29, N = 3 SE +/- 0.16, N = 3 SE +/- 0.96, N = 3 SE +/- 0.27, N = 3 SE +/- 1.25, N = 3 SE +/- 1.48, N = 3 23.37 41.02 25.38 22.82 41.45 25.19 24.03 32.56 26.94 24.27 26.93 33.75 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 10 20 30 40 50 SE +/- 0.26, N = 3 SE +/- 1.22, N = 3 SE +/- 0.34, N = 3 SE +/- 0.17, N = 3 SE +/- 0.38, N = 3 SE +/- 0.08, N = 3 SE +/- 0.20, N = 3 SE +/- 0.42, N = 3 SE +/- 0.41, N = 3 SE +/- 0.40, N = 3 SE +/- 0.11, N = 3 SE +/- 0.96, N = 3 23.35 40.13 24.43 23.27 44.10 24.75 27.44 33.37 27.33 26.14 27.88 33.89 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 9 18 27 36 45 SE +/- 0.08, N = 3 SE +/- 0.17, N = 3 SE +/- 0.18, N = 3 SE +/- 0.08, N = 3 SE +/- 0.66, N = 3 SE +/- 0.23, N = 3 SE +/- 0.71, N = 3 SE +/- 1.19, N = 3 SE +/- 0.44, N = 3 SE +/- 0.12, N = 3 SE +/- 0.39, N = 3 SE +/- 0.85, N = 3 20.55 36.67 23.18 19.79 36.97 21.43 20.42 28.69 24.09 19.92 22.05 26.97 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 15 30 45 60 75 SE +/- 0.14, N = 3 SE +/- 0.95, N = 3 SE +/- 2.33, N = 3 SE +/- 0.49, N = 3 SE +/- 1.15, N = 3 SE +/- 0.05, N = 3 SE +/- 0.11, N = 3 SE +/- 0.57, N = 3 SE +/- 4.75, N = 3 SE +/- 2.80, N = 3 SE +/- 8.72, N = 3 SE +/- 1.73, N = 3 40.82 56.52 66.33 33.10 55.45 38.43 42.07 47.17 66.17 38.76 58.36 44.89 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 60 120 180 240 300 SE +/- 0.29, N = 3 SE +/- 1.83, N = 3 SE +/- 3.65, N = 3 SE +/- 0.34, N = 3 SE +/- 3.90, N = 3 SE +/- 0.62, N = 3 SE +/- 0.19, N = 3 SE +/- 3.44, N = 3 SE +/- 9.96, N = 3 SE +/- 5.31, N = 3 SE +/- 15.75, N = 3 SE +/- 4.00, N = 3 124.22 191.37 186.03 117.58 184.49 147.17 169.05 182.08 254.50 139.62 193.83 165.20 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 50 100 150 200 250 SE +/- 1.10, N = 3 SE +/- 3.24, N = 3 SE +/- 1.43, N = 3 SE +/- 1.25, N = 3 SE +/- 4.63, N = 3 SE +/- 1.32, N = 3 SE +/- 0.18, N = 3 SE +/- 1.73, N = 3 SE +/- 10.71, N = 3 SE +/- 6.97, N = 3 SE +/- 6.90, N = 3 SE +/- 6.03, N = 3 73.46 127.76 77.60 74.16 130.71 77.54 142.07 139.44 235.58 95.13 98.79 100.00 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 14 28 42 56 70 SE +/- 0.15, N = 3 SE +/- 0.33, N = 3 SE +/- 0.36, N = 3 SE +/- 0.59, N = 3 SE +/- 0.34, N = 3 SE +/- 0.19, N = 3 SE +/- 0.53, N = 3 SE +/- 0.97, N = 3 SE +/- 4.84, N = 3 SE +/- 0.63, N = 3 SE +/- 0.23, N = 3 SE +/- 0.41, N = 3 33.03 57.54 34.94 33.25 60.53 34.58 40.59 50.17 51.17 39.76 41.60 48.38 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 50 100 150 200 250 SE +/- 4.02, N = 3 SE +/- 4.38, N = 3 SE +/- 6.71, N = 3 SE +/- 0.18, N = 3 SE +/- 5.78, N = 3 SE +/- 0.06, N = 3 SE +/- 0.31, N = 3 SE +/- 4.65, N = 3 SE +/- 11.50, N = 3 SE +/- 5.48, N = 3 SE +/- 22.28, N = 3 SE +/- 7.54, N = 3 123.82 167.40 231.94 86.20 153.41 91.16 140.27 151.07 232.17 108.17 158.83 127.71 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 30 60 90 120 150 SE +/- 0.34, N = 3 SE +/- 0.66, N = 3 SE +/- 0.11, N = 3 SE +/- 1.52, N = 3 SE +/- 1.47, N = 3 SE +/- 1.88, N = 3 SE +/- 0.25, N = 3 SE +/- 5.24, N = 3 SE +/- 17.50, N = 3 SE +/- 3.68, N = 3 SE +/- 2.23, N = 3 SE +/- 1.15, N = 3 75.97 100.47 111.26 69.66 102.86 101.78 89.23 101.99 135.64 93.40 120.76 96.09 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 50 100 150 200 250 SE +/- 0.25, N = 3 SE +/- 0.32, N = 3 SE +/- 2.81, N = 3 SE +/- 0.26, N = 3 SE +/- 1.55, N = 3 SE +/- 0.15, N = 3 SE +/- 1.23, N = 3 SE +/- 0.42, N = 3 SE +/- 2.04, N = 3 SE +/- 9.25, N = 3 SE +/- 24.91, N = 3 SE +/- 4.97, N = 3 109.00 120.10 213.07 65.47 97.54 114.84 130.86 133.04 242.20 94.08 164.28 101.21 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 30 60 90 120 150 SE +/- 0.34, N = 3 SE +/- 2.29, N = 3 SE +/- 0.41, N = 3 SE +/- 0.90, N = 3 SE +/- 1.65, N = 3 SE +/- 0.21, N = 3 SE +/- 0.35, N = 3 SE +/- 1.05, N = 3 SE +/- 13.68, N = 3 SE +/- 6.60, N = 3 SE +/- 2.70, N = 3 SE +/- 3.35, N = 3 81.18 81.47 155.03 49.99 63.55 102.83 83.90 83.48 141.19 75.23 151.47 74.96 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 20 40 60 80 100 SE +/- 0.65, N = 3 SE +/- 2.59, N = 3 SE +/- 0.41, N = 3 SE +/- 0.22, N = 3 SE +/- 1.92, N = 3 SE +/- 1.01, N = 3 SE +/- 0.84, N = 3 SE +/- 2.14, N = 3 SE +/- 17.18, N = 3 SE +/- 1.15, N = 3 SE +/- 0.21, N = 3 SE +/- 0.67, N = 3 50.37 84.54 53.10 50.14 88.98 54.17 51.90 73.16 88.87 54.71 55.80 67.36 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 12 24 36 48 60 SE +/- 0.32, N = 3 SE +/- 0.90, N = 3 SE +/- 0.16, N = 3 SE +/- 0.49, N = 3 SE +/- 1.17, N = 3 SE +/- 0.30, N = 3 SE +/- 0.24, N = 3 SE +/- 0.15, N = 3 SE +/- 0.42, N = 3 SE +/- 0.18, N = 3 SE +/- 0.32, N = 3 SE +/- 0.36, N = 3 30.30 51.59 31.19 30.75 54.75 31.63 32.02 41.80 33.42 31.70 33.20 41.23 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 60 120 180 240 300 SE +/- 0.10, N = 3 SE +/- 3.65, N = 3 SE +/- 0.38, N = 3 SE +/- 0.32, N = 3 SE +/- 4.28, N = 3 SE +/- 0.45, N = 3 SE +/- 2.06, N = 3 SE +/- 8.44, N = 3 SE +/- 38.75, N = 3 SE +/- 5.06, N = 3 SE +/- 1.15, N = 3 SE +/- 2.70, N = 3 114.23 193.68 117.66 113.22 197.74 118.47 163.76 185.22 290.08 147.68 130.72 158.75 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 50 100 150 200 250 SE +/- 0.97, N = 3 SE +/- 4.88, N = 3 SE +/- 0.71, N = 3 SE +/- 1.44, N = 3 SE +/- 1.05, N = 3 SE +/- 0.15, N = 3 SE +/- 1.24, N = 3 SE +/- 4.22, N = 3 SE +/- 0.27, N = 3 SE +/- 1.07, N = 3 SE +/- 0.42, N = 3 SE +/- 1.73, N = 3 128.58 218.66 132.73 130.20 226.87 133.26 133.92 183.40 142.93 134.14 141.64 176.55 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 50 100 150 200 250 SE +/- 0.94, N = 3 SE +/- 7.31, N = 3 SE +/- 1.28, N = 3 SE +/- 0.50, N = 3 SE +/- 1.76, N = 3 SE +/- 0.37, N = 3 SE +/- 2.61, N = 3 SE +/- 3.31, N = 3 SE +/- 14.24, N = 3 SE +/- 9.95, N = 3 SE +/- 1.43, N = 3 SE +/- 1.32, N = 3 90.94 167.48 96.72 90.14 173.00 99.04 109.97 154.23 224.55 105.19 102.12 124.56 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 20 40 60 80 100 SE +/- 0.10, N = 3 SE +/- 3.48, N = 3 SE +/- 0.36, N = 3 SE +/- 0.50, N = 3 SE +/- 1.43, N = 3 SE +/- 0.10, N = 3 SE +/- 0.04, N = 3 SE +/- 1.32, N = 3 SE +/- 3.90, N = 3 SE +/- 1.36, N = 3 SE +/- 0.38, N = 3 SE +/- 0.34, N = 3 42.29 78.66 46.60 43.43 81.62 43.59 53.07 65.93 56.65 50.43 52.34 63.81 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 30 60 90 120 150 SE +/- 0.03, N = 3 SE +/- 1.24, N = 3 SE +/- 0.08, N = 3 SE +/- 0.25, N = 3 SE +/- 1.43, N = 3 SE +/- 0.17, N = 3 SE +/- 0.17, N = 3 SE +/- 2.65, N = 3 SE +/- 21.98, N = 3 SE +/- 1.53, N = 3 SE +/- 0.41, N = 3 SE +/- 5.03, N = 3 50.13 90.71 52.85 49.97 92.17 52.31 50.61 76.24 115.02 50.83 53.09 69.90 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 20 40 60 80 100 SE +/- 0.53, N = 3 SE +/- 1.19, N = 3 SE +/- 0.44, N = 3 SE +/- 0.18, N = 3 SE +/- 0.48, N = 3 SE +/- 0.74, N = 3 SE +/- 1.01, N = 3 SE +/- 2.05, N = 3 SE +/- 17.06, N = 3 SE +/- 1.52, N = 3 SE +/- 0.04, N = 3 SE +/- 2.92, N = 3 50.95 89.21 55.33 49.60 90.26 55.40 52.24 73.48 89.27 53.28 55.91 73.30 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 30 60 90 120 150 SE +/- 0.35, N = 3 SE +/- 1.69, N = 3 SE +/- 0.25, N = 3 SE +/- 1.19, N = 3 SE +/- 4.94, N = 3 SE +/- 1.26, N = 3 SE +/- 0.27, N = 3 SE +/- 3.19, N = 3 SE +/- 20.07, N = 3 SE +/- 0.48, N = 3 SE +/- 5.01, N = 3 SE +/- 3.66, N = 3 55.25 106.22 77.71 54.52 104.03 74.13 53.42 76.84 117.31 53.55 62.38 74.34 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 30 60 90 120 150 SE +/- 0.03, N = 3 SE +/- 2.35, N = 3 SE +/- 2.30, N = 3 SE +/- 1.34, N = 3 SE +/- 3.50, N = 3 SE +/- 0.64, N = 3 SE +/- 0.80, N = 3 SE +/- 3.31, N = 3 SE +/- 14.06, N = 3 SE +/- 2.47, N = 3 SE +/- 1.04, N = 3 SE +/- 1.76, N = 3 85.87 154.73 91.04 84.78 153.77 89.51 106.84 133.28 136.77 109.70 104.51 128.97 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 50 100 150 200 250 SE +/- 0.61, N = 3 SE +/- 4.69, N = 3 SE +/- 0.82, N = 3 SE +/- 0.09, N = 3 SE +/- 2.76, N = 3 SE +/- 0.88, N = 3 SE +/- 0.51, N = 3 SE +/- 4.94, N = 3 SE +/- 5.14, N = 3 SE +/- 4.60, N = 3 SE +/- 1.18, N = 3 SE +/- 1.88, N = 3 120.36 208.47 124.95 119.17 210.66 126.48 144.22 188.77 159.59 149.17 149.21 182.46 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 30 60 90 120 150 SE +/- 0.63, N = 3 SE +/- 1.83, N = 3 SE +/- 0.42, N = 3 SE +/- 0.12, N = 3 SE +/- 1.39, N = 3 SE +/- 0.03, N = 2 SE +/- 1.28, N = 3 SE +/- 5.01, N = 3 SE +/- 18.33, N = 3 SE +/- 2.40, N = 3 SE +/- 3.17, N = 3 SE +/- 1.61, N = 3 81.56 143.16 90.95 78.75 141.54 83.99 96.95 122.01 135.11 100.73 96.49 121.39 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 40 80 120 160 200 SE +/- 0.02, N = 3 SE +/- 1.76, N = 3 SE +/- 0.26, N = 3 SE +/- 0.18, N = 3 SE +/- 1.37, N = 3 SE +/- 0.17, N = 3 SE +/- 1.47, N = 3 SE +/- 7.63, N = 3 SE +/- 38.28, N = 3 SE +/- 16.11, N = 3 SE +/- 1.79, N = 3 SE +/- 7.05, N = 3 71.84 120.18 88.37 69.36 124.34 73.82 93.20 112.54 162.32 104.40 93.33 106.03 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 20 40 60 80 100 SE +/- 0.30, N = 3 SE +/- 1.52, N = 3 SE +/- 0.34, N = 3 SE +/- 0.35, N = 3 SE +/- 0.47, N = 3 SE +/- 0.36, N = 3 SE +/- 0.26, N = 3 SE +/- 0.82, N = 3 SE +/- 0.40, N = 3 SE +/- 0.25, N = 3 SE +/- 0.64, N = 3 SE +/- 1.33, N = 3 53.57 89.98 56.06 53.42 93.20 56.38 56.08 74.43 61.23 56.13 60.00 72.64 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 30 60 90 120 150 SE +/- 0.64, N = 3 SE +/- 1.15, N = 3 SE +/- 0.62, N = 3 SE +/- 0.69, N = 3 SE +/- 1.01, N = 3 SE +/- 0.49, N = 3 SE +/- 0.32, N = 3 SE +/- 0.60, N = 3 SE +/- 5.00, N = 3 SE +/- 3.77, N = 3 SE +/- 0.25, N = 3 SE +/- 1.30, N = 3 21.79 35.78 22.51 21.69 36.87 23.60 50.27 73.19 133.98 41.43 31.62 41.32 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 1.2443 2.4886 3.7329 4.9772 6.2215 SE +/- 0.01, N = 3 SE +/- 0.17, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.25, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 3.31 5.06 3.59 3.38 5.53 3.62 3.42 4.50 3.68 3.34 3.64 4.39 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 5 10 15 20 25 SE +/- 0.32, N = 3 SE +/- 0.03, N = 3 SE +/- 0.55, N = 3 SE +/- 0.28, N = 3 SE +/- 0.93, N = 3 SE +/- 0.45, N = 3 SE +/- 0.17, N = 3 SE +/- 0.44, N = 3 SE +/- 0.40, N = 3 SE +/- 0.50, N = 3 SE +/- 0.28, N = 3 SE +/- 0.25, N = 3 12.05 16.87 12.39 12.17 19.17 12.97 13.21 18.55 13.75 13.35 14.80 17.87 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 10 20 30 40 50 SE +/- 0.06, N = 3 SE +/- 0.27, N = 3 SE +/- 0.77, N = 3 SE +/- 0.28, N = 3 SE +/- 0.74, N = 3 SE +/- 0.03, N = 3 SE +/- 0.49, N = 3 SE +/- 1.03, N = 3 SE +/- 2.31, N = 3 SE +/- 1.59, N = 3 SE +/- 3.96, N = 3 SE +/- 1.13, N = 3 18.53 26.13 24.22 15.51 24.04 16.76 24.63 29.01 43.38 25.30 33.38 27.17 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 40 80 120 160 200 SE +/- 0.09, N = 3 SE +/- 1.40, N = 3 SE +/- 6.37, N = 3 SE +/- 0.08, N = 3 SE +/- 3.80, N = 3 SE +/- 0.19, N = 3 SE +/- 2.31, N = 3 SE +/- 2.52, N = 3 SE +/- 12.54, N = 3 SE +/- 2.23, N = 3 SE +/- 20.51, N = 3 SE +/- 2.15, N = 3 61.98 108.70 122.36 60.39 110.01 63.90 93.26 112.11 200.79 78.92 108.36 97.73 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 20 40 60 80 100 SE +/- 0.37, N = 3 SE +/- 1.29, N = 3 SE +/- 0.11, N = 3 SE +/- 0.19, N = 3 SE +/- 0.17, N = 3 SE +/- 0.34, N = 3 SE +/- 0.18, N = 3 SE +/- 1.27, N = 3 SE +/- 0.49, N = 3 SE +/- 0.32, N = 3 SE +/- 0.80, N = 3 SE +/- 2.38, N = 3 61.24 106.33 64.63 60.34 106.99 64.37 65.01 86.40 69.10 63.72 68.49 84.69 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 30 60 90 120 150 SE +/- 0.19, N = 3 SE +/- 1.33, N = 3 SE +/- 3.75, N = 3 SE +/- 1.01, N = 3 SE +/- 1.73, N = 3 SE +/- 0.72, N = 3 SE +/- 3.46, N = 3 SE +/- 3.60, N = 3 SE +/- 19.88, N = 3 SE +/- 11.21, N = 3 SE +/- 9.72, N = 3 SE +/- 2.65, N = 3 37.72 49.92 83.32 34.76 49.64 51.58 58.71 60.19 116.75 56.78 67.50 51.10 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 130 260 390 520 650 SE +/- 1.85, N = 3 SE +/- 5.68, N = 3 SE +/- 2.78, N = 3 SE +/- 0.87, N = 3 SE +/- 12.16, N = 3 SE +/- 5.42, N = 3 SE +/- 6.60, N = 3 SE +/- 26.31, N = 3 SE +/- 64.34, N = 3 SE +/- 14.98, N = 3 SE +/- 6.40, N = 3 SE +/- 15.27, N = 3 350.18 587.01 363.40 346.72 608.49 369.45 360.26 495.58 509.90 384.38 387.21 490.14 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 40 80 120 160 200 SE +/- 0.60, N = 3 SE +/- 1.70, N = 3 SE +/- 0.18, N = 3 SE +/- 0.33, N = 3 SE +/- 3.38, N = 3 SE +/- 1.19, N = 3 SE +/- 1.61, N = 3 SE +/- 3.37, N = 3 SE +/- 6.15, N = 3 SE +/- 4.48, N = 3 SE +/- 10.13, N = 3 SE +/- 3.95, N = 3 78.22 137.19 89.70 78.02 142.11 81.22 95.29 116.51 185.83 94.55 118.38 114.82 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 20 40 60 80 100 SE +/- 0.27, N = 3 SE +/- 0.50, N = 3 SE +/- 0.95, N = 3 SE +/- 0.72, N = 3 SE +/- 0.99, N = 3 SE +/- 0.79, N = 3 SE +/- 0.33, N = 3 SE +/- 3.65, N = 3 SE +/- 10.53, N = 3 SE +/- 4.50, N = 3 SE +/- 0.09, N = 3 SE +/- 3.30, N = 3 31.82 55.04 72.34 29.64 54.60 44.48 46.52 56.62 98.76 55.22 77.46 56.54 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.19, N = 3 SE +/- 0.36, N = 3 SE +/- 0.16, N = 3 SE +/- 0.07, N = 3 SE +/- 0.51, N = 3 SE +/- 0.18, N = 3 SE +/- 0.03, N = 3 SE +/- 1.59, N = 3 SE +/- 0.17, N = 3 SE +/- 0.07, N = 3 SE +/- 0.18, N = 3 SE +/- 0.27, N = 3 9.44 12.61 13.55 9.30 13.22 13.49 9.39 13.23 13.08 9.63 13.58 11.58 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 1.1093 2.2186 3.3279 4.4372 5.5465 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.21, N = 3 SE +/- 0.04, N = 3 SE +/- 0.04, N = 3 SE +/- 0.14, N = 3 SE +/- 0.15, N = 3 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 3.30 4.54 3.41 3.19 4.93 3.40 3.16 4.48 3.57 3.11 3.45 4.05 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 40 80 120 160 200 SE +/- 0.35, N = 3 SE +/- 2.00, N = 3 SE +/- 1.68, N = 3 SE +/- 0.66, N = 2 SE +/- 3.19, N = 3 SE +/- 0.09, N = 2 SE +/- 0.43, N = 3 SE +/- 3.91, N = 3 SE +/- 5.79, N = 3 SE +/- 0.82, N = 3 SE +/- 1.52, N = 2 SE +/- 0.99, N = 3 82.35 141.84 99.11 75.22 145.56 88.63 94.94 119.34 164.98 89.00 93.56 110.03 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 60 120 180 240 300 SE +/- 1.57, N = 3 SE +/- 1.81, N = 3 SE +/- 5.46, N = 3 SE +/- 0.31, N = 3 SE +/- 3.65, N = 3 SE +/- 3.63, N = 3 SE +/- 0.33, N = 3 SE +/- 5.82, N = 3 SE +/- 9.81, N = 3 SE +/- 6.26, N = 3 SE +/- 19.04, N = 3 SE +/- 1.39, N = 3 115.49 154.32 232.57 82.23 148.14 120.76 158.79 156.27 292.54 115.66 142.50 116.89 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 1.0328 2.0656 3.0984 4.1312 5.164 SE +/- 0.04, N = 3 SE +/- 0.18, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.21, N = 3 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.18, N = 3 SE +/- 0.10, N = 3 SE +/- 0.09, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 3.20 4.59 3.40 2.96 4.43 3.17 2.89 4.20 3.18 3.01 3.16 3.68 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 80 160 240 320 400 SE +/- 0.24, N = 3 SE +/- 1.11, N = 3 SE +/- 0.86, N = 3 SE +/- 0.13, N = 3 SE +/- 1.96, N = 3 SE +/- 0.93, N = 3 SE +/- 0.26, N = 3 SE +/- 43.25, N = 3 SE +/- 124.09, N = 3 SE +/- 47.53, N = 3 SE +/- 103.25, N = 3 SE +/- 16.14, N = 3 65.92 85.21 82.92 63.28 93.37 71.69 114.36 168.83 349.11 201.53 318.45 146.60 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 20 40 60 80 100 SE +/- 0.05, N = 3 SE +/- 1.57, N = 3 SE +/- 0.17, N = 3 SE +/- 0.21, N = 3 SE +/- 2.84, N = 3 SE +/- 0.20, N = 3 SE +/- 0.15, N = 3 SE +/- 1.55, N = 3 SE +/- 1.19, N = 3 SE +/- 0.59, N = 3 SE +/- 0.81, N = 3 SE +/- 0.86, N = 3 47.65 58.27 82.99 48.86 56.41 84.63 47.60 52.91 92.53 49.30 86.47 51.45 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 40 80 120 160 200 SE +/- 0.57, N = 3 SE +/- 1.89, N = 3 SE +/- 0.20, N = 3 SE +/- 1.58, N = 3 SE +/- 1.97, N = 3 SE +/- 0.12, N = 3 SE +/- 0.40, N = 3 SE +/- 4.14, N = 3 SE +/- 21.32, N = 3 SE +/- 5.53, N = 3 SE +/- 12.42, N = 3 SE +/- 0.88, N = 3 82.12 143.87 137.66 86.01 147.62 132.57 105.69 118.01 177.42 100.15 178.82 113.72 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 30 60 90 120 150 SE +/- 0.73, N = 2 SE +/- 0.35, N = 3 SE +/- 1.16, N = 2 SE +/- 1.14, N = 3 79.98 140.89 92.79 79.73 139.27 77.61 84.80 108.48 92.80 83.61 85.71 101.89 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 30 60 90 120 150 SE +/- 0.02, N = 3 SE +/- 1.13, N = 3 SE +/- 0.23, N = 3 SE +/- 0.07, N = 3 SE +/- 1.51, N = 3 SE +/- 0.16, N = 3 SE +/- 0.09, N = 3 SE +/- 0.29, N = 3 SE +/- 0.21, N = 3 SE +/- 0.09, N = 3 SE +/- 0.31, N = 3 SE +/- 0.19, N = 3 76.75 98.80 144.18 76.79 100.44 144.12 76.64 78.89 143.81 75.88 143.58 78.38 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 20 40 60 80 100 SE +/- 0.06, N = 3 SE +/- 2.82, N = 3 SE +/- 0.10, N = 3 SE +/- 0.12, N = 3 SE +/- 2.61, N = 3 SE +/- 0.10, N = 3 SE +/- 0.15, N = 3 SE +/- 0.79, N = 3 SE +/- 0.07, N = 3 SE +/- 0.23, N = 3 SE +/- 0.12, N = 3 SE +/- 0.28, N = 3 51.61 67.18 80.56 50.26 69.38 77.54 61.75 71.26 90.91 61.26 88.47 69.12 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 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 100 200 300 400 500 SE +/- 3.34, N = 2 SE +/- 27.64, N = 2 SE +/- 19.35, N = 3 SE +/- 12.25, N = 3 SE +/- 2.20, N = 2 343.58 455.89 357.63 345.35 330.64 417.34 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 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 60 120 180 240 300 SE +/- 5.65, N = 3 SE +/- 3.00, N = 3 SE +/- 8.95, N = 3 SE +/- 1.04, N = 3 SE +/- 1.82, N = 3 226.69 270.89 232.03 218.30 216.10 285.88 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-standard-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 14 28 42 56 70 SE +/- 0.57, N = 2 SE +/- 1.10, N = 2 SE +/- 1.99, N = 3 SE +/- 0.42, N = 3 SE +/- 1.17, N = 3 46.36 43.34 54.46 45.89 41.39 44.15 61.51 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-standard-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 20 40 60 80 100 SE +/- 0.45, N = 2 SE +/- 0.20, N = 2 SE +/- 0.63, N = 3 SE +/- 0.38, N = 3 74.53 75.40 93.61 78.29 70.68 76.11 104.43 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-standard-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 14 28 42 56 70 SE +/- 0.37, N = 3 SE +/- 0.37, N = 3 SE +/- 0.66, N = 3 SE +/- 0.52, N = 3 SE +/- 0.24, N = 3 44.90 44.08 56.81 48.02 43.34 48.38 63.46 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 c3d-standard-60 c2d-standard-56 c3d-highmem-60 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 13 26 39 52 65 SE +/- 0.33, N = 2 SE +/- 0.09, N = 2 SE +/- 0.83, N = 3 SE +/- 0.64, N = 3 SE +/- 0.19, N = 2 37.89 41.49 38.91 54.07 45.11 41.82 44.21 58.23 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 c3d-standard-60 c2d-standard-56 c3d-highmem-60 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 16 32 48 64 80 SE +/- 0.32, N = 3 SE +/- 0.82, N = 3 SE +/- 0.34, N = 3 SE +/- 0.21, N = 3 SE +/- 0.87, N = 3 SE +/- 2.94, N = 3 SE +/- 0.75, N = 3 SE +/- 0.98, N = 3 47.84 72.53 45.06 49.65 47.09 60.10 72.70 47.54 74.13 66.99 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 c3d-standard-60 c2d-standard-56 c3d-highmem-60 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 30 60 90 120 150 SE +/- 0.18, N = 3 SE +/- 0.13, N = 2 SE +/- 0.10, N = 3 SE +/- 0.43, N = 3 SE +/- 2.01, N = 3 SE +/- 16.45, N = 3 SE +/- 2.36, N = 3 SE +/- 3.21, N = 3 88.54 92.37 87.64 91.60 102.76 130.70 138.25 97.59 104.37 135.94 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 1.1295 2.259 3.3885 4.518 5.6475 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.16, N = 3 SE +/- 0.00, N = 2 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.05, N = 3 SE +/- 0.08, N = 3 3.37 4.95 3.55 3.37 4.74 3.51 3.35 4.12 3.54 3.33 3.53 5.02 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 7 14 21 28 35 SE +/- 0.07, N = 3 SE +/- 2.41, N = 3 SE +/- 0.09, N = 3 SE +/- 0.23, N = 3 SE +/- 0.53, N = 2 SE +/- 0.44, N = 3 SE +/- 0.45, N = 3 SE +/- 1.51, N = 3 SE +/- 0.65, N = 3 SE +/- 3.38, N = 3 14.94 21.87 23.88 14.33 23.33 17.44 25.03 28.66 24.99 23.51 26.71 28.75 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 20 40 60 80 100 SE +/- 0.20, N = 3 SE +/- 0.79, N = 3 SE +/- 0.05, N = 3 SE +/- 1.59, N = 3 SE +/- 0.17, N = 3 SE +/- 2.16, N = 3 SE +/- 6.80, N = 3 SE +/- 5.26, N = 3 SE +/- 0.23, N = 3 42.66 73.34 43.73 42.48 82.20 43.58 47.83 64.03 60.08 54.05 47.29 65.24 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 20 40 60 80 100 SE +/- 0.30, N = 3 SE +/- 0.21, N = 3 SE +/- 1.32, N = 3 SE +/- 0.28, N = 3 SE +/- 0.35, N = 3 SE +/- 0.69, N = 3 SE +/- 0.42, N = 3 SE +/- 0.68, N = 3 SE +/- 0.71, N = 3 64.72 90.58 92.46 61.42 84.69 90.70 68.81 78.35 95.36 66.84 95.50 85.59 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 11 22 33 44 55 SE +/- 0.15, N = 3 SE +/- 0.29, N = 3 SE +/- 0.46, N = 3 SE +/- 1.41, N = 3 SE +/- 0.42, N = 3 SE +/- 0.92, N = 3 SE +/- 14.18, N = 3 SE +/- 1.44, N = 3 SE +/- 4.77, N = 3 23.34 40.45 31.24 23.22 46.32 24.04 24.25 34.93 43.51 26.64 37.03 32.78 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 7 14 21 28 35 SE +/- 0.15, N = 3 SE +/- 0.26, N = 3 SE +/- 0.11, N = 3 SE +/- 1.09, N = 3 SE +/- 0.22, N = 3 SE +/- 0.10, N = 3 SE +/- 2.45, N = 3 SE +/- 1.69, N = 3 SE +/- 4.15, N = 3 17.71 26.63 23.33 16.97 31.15 23.18 16.91 25.02 30.89 19.86 30.40 26.39 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 5 10 15 20 25 SE +/- 0.05, N = 3 SE +/- 0.17, N = 3 SE +/- 0.10, N = 3 SE +/- 0.45, N = 3 SE +/- 0.10, N = 3 SE +/- 0.26, N = 3 SE +/- 0.22, N = 3 SE +/- 0.37, N = 3 SE +/- 0.19, N = 3 9.44 13.29 11.54 9.01 14.54 10.69 13.33 15.44 18.88 12.91 12.71 16.76 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 30 60 90 120 150 SE +/- 0.25, N = 3 SE +/- 0.40, N = 3 SE +/- 0.21, N = 3 SE +/- 3.28, N = 3 SE +/- 0.38, N = 3 SE +/- 1.64, N = 3 SE +/- 2.47, N = 3 SE +/- 0.88, N = 3 SE +/- 3.35, N = 3 68.06 115.49 72.11 67.58 122.80 71.51 72.57 94.57 82.50 69.70 80.02 106.31 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 40 80 120 160 200 SE +/- 0.71, N = 3 SE +/- 0.91, N = 3 SE +/- 0.40, N = 3 SE +/- 1.58, N = 3 SE +/- 0.83, N = 3 SE +/- 2.15, N = 3 SE +/- 1.21, N = 3 SE +/- 0.44, N = 3 SE +/- 1.15, N = 3 89.17 113.57 101.01 88.75 118.64 95.93 156.49 183.89 160.81 157.65 157.13 181.47 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 10 20 30 40 50 SE +/- 0.07, N = 3 SE +/- 0.07, N = 3 SE +/- 0.10, N = 3 SE +/- 0.71, N = 3 SE +/- 0.37, N = 3 SE +/- 0.60, N = 3 SE +/- 0.48, N = 3 SE +/- 0.44, N = 3 SE +/- 0.14, N = 3 23.45 40.60 24.62 23.09 44.81 23.83 24.53 33.61 26.36 23.76 26.06 34.06 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 10 20 30 40 50 SE +/- 0.14, N = 3 SE +/- 0.27, N = 3 SE +/- 0.21, N = 3 SE +/- 2.22, N = 3 SE +/- 0.44, N = 3 SE +/- 0.55, N = 3 SE +/- 0.13, N = 3 SE +/- 0.18, N = 3 SE +/- 0.43, N = 3 23.51 37.65 25.08 23.30 45.46 24.64 27.17 33.52 27.80 26.29 27.57 37.48 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 11 22 33 44 55 SE +/- 0.35, N = 3 SE +/- 0.03, N = 3 SE +/- 0.22, N = 3 SE +/- 1.05, N = 3 SE +/- 0.22, N = 3 SE +/- 0.92, N = 3 SE +/- 1.18, N = 3 SE +/- 0.26, N = 3 SE +/- 0.30, N = 3 26.39 43.20 34.04 26.02 48.00 32.42 25.04 34.55 34.00 25.10 32.51 36.03 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 16 32 48 64 80 SE +/- 0.13, N = 3 SE +/- 0.05, N = 3 SE +/- 0.17, N = 3 SE +/- 0.27, N = 3 SE +/- 0.05, N = 3 SE +/- 1.08, N = 3 SE +/- 10.34, N = 3 SE +/- 0.88, N = 3 SE +/- 5.22, N = 3 39.50 56.60 71.94 29.97 59.49 31.40 41.62 44.17 56.19 36.92 43.18 47.33 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 14 28 42 56 70 SE +/- 0.14, N = 3 SE +/- 0.65, N = 3 SE +/- 0.10, N = 3 SE +/- 1.16, N = 3 SE +/- 0.31, N = 3 SE +/- 1.18, N = 3 SE +/- 1.05, N = 3 SE +/- 0.55, N = 3 SE +/- 0.24, N = 3 33.36 55.83 34.21 31.86 60.78 35.73 39.01 48.74 41.61 38.04 40.53 50.96 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 30 60 90 120 150 SE +/- 0.36, N = 3 SE +/- 1.06, N = 3 SE +/- 0.16, N = 3 SE +/- 1.37, N = 3 SE +/- 0.32, N = 3 SE +/- 2.84, N = 3 SE +/- 9.39, N = 3 SE +/- 2.53, N = 3 SE +/- 2.95, N = 3 75.35 96.93 108.46 63.53 104.73 68.26 90.99 99.69 136.69 86.32 122.89 100.09 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.17, N = 3 SE +/- 0.10, N = 3 SE +/- 0.03, N = 3 SE +/- 0.46, N = 3 SE +/- 0.11, N = 3 SE +/- 0.07, N = 3 SE +/- 0.07, N = 3 SE +/- 0.10, N = 3 SE +/- 0.13, N = 3 6.37 11.30 6.50 6.48 11.46 6.74 6.41 7.26 6.06 5.88 6.15 8.12 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 20 40 60 80 100 SE +/- 0.75, N = 3 SE +/- 0.35, N = 3 SE +/- 0.35, N = 3 SE +/- 0.55, N = 3 SE +/- 0.42, N = 3 SE +/- 0.16, N = 3 SE +/- 2.40, N = 3 SE +/- 0.16, N = 3 SE +/- 0.07, N = 3 49.68 83.42 54.26 51.42 90.67 54.34 51.02 67.88 58.89 50.51 55.30 75.36 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 12 24 36 48 60 SE +/- 0.11, N = 3 SE +/- 0.41, N = 3 SE +/- 0.32, N = 3 SE +/- 1.44, N = 3 SE +/- 0.20, N = 3 SE +/- 0.88, N = 3 SE +/- 0.26, N = 3 SE +/- 0.12, N = 3 SE +/- 0.21, N = 3 29.76 49.07 31.38 29.91 54.64 31.49 32.80 40.97 33.54 32.00 34.29 45.26 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 50 100 150 200 250 SE +/- 0.06, N = 3 SE +/- 1.03, N = 3 SE +/- 0.58, N = 3 SE +/- 2.52, N = 3 SE +/- 0.46, N = 3 SE +/- 2.20, N = 3 SE +/- 22.58, N = 3 SE +/- 6.24, N = 3 SE +/- 1.40, N = 3 114.27 195.06 116.76 113.87 208.62 117.83 141.89 169.69 165.85 144.54 128.24 171.09 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 50 100 150 200 250 SE +/- 0.61, N = 3 SE +/- 0.62, N = 3 SE +/- 0.31, N = 3 SE +/- 0.93, N = 3 SE +/- 0.42, N = 3 SE +/- 0.60, N = 3 SE +/- 0.72, N = 3 SE +/- 0.71, N = 3 SE +/- 0.35, N = 3 127.55 212.11 133.65 129.93 226.59 136.15 131.74 177.66 141.96 133.58 141.60 194.71 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 20 40 60 80 100 SE +/- 0.65, N = 3 SE +/- 0.38, N = 3 SE +/- 0.16, N = 3 SE +/- 2.26, N = 3 SE +/- 0.57, N = 3 SE +/- 0.99, N = 3 SE +/- 8.72, N = 3 SE +/- 0.85, N = 3 SE +/- 0.55, N = 3 51.15 88.94 52.66 50.12 99.82 52.90 50.30 70.04 61.43 50.96 54.31 72.11 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 20 40 60 80 100 SE +/- 0.25, N = 3 SE +/- 0.40, N = 3 SE +/- 0.23, N = 3 SE +/- 0.46, N = 3 SE +/- 0.28, N = 3 SE +/- 2.24, N = 3 SE +/- 0.74, N = 3 SE +/- 0.23, N = 3 SE +/- 0.42, N = 3 50.22 85.43 54.46 50.32 92.59 52.99 51.57 70.31 57.99 51.67 55.95 77.61 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 20 40 60 80 100 SE +/- 0.41, N = 3 SE +/- 0.36, N = 3 SE +/- 0.12, N = 3 SE +/- 1.77, N = 3 SE +/- 0.07, N = 3 SE +/- 0.95, N = 3 SE +/- 1.71, N = 3 SE +/- 0.80, N = 3 SE +/- 1.29, N = 3 55.38 99.36 78.45 53.12 101.71 55.32 52.08 71.73 77.13 52.94 74.27 82.60 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 40 80 120 160 200 SE +/- 1.92, N = 3 SE +/- 0.67, N = 3 SE +/- 0.43, N = 3 SE +/- 1.94, N = 3 SE +/- 0.56, N = 3 SE +/- 1.03, N = 3 SE +/- 10.80, N = 3 SE +/- 2.88, N = 3 SE +/- 4.92, N = 3 87.63 155.03 89.88 83.26 161.33 93.46 101.07 131.67 126.89 101.75 112.71 138.95 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 50 100 150 200 250 SE +/- 0.53, N = 3 SE +/- 0.99, N = 3 SE +/- 0.51, N = 3 SE +/- 0.57, N = 3 SE +/- 1.54, N = 3 SE +/- 0.58, N = 3 SE +/- 2.31, N = 3 SE +/- 0.19, N = 3 SE +/- 6.34, N = 3 120.24 219.13 124.80 118.70 224.69 124.78 144.74 185.84 151.86 140.62 154.34 198.38 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 30 60 90 120 150 SE +/- 0.01, N = 3 SE +/- 0.28, N = 3 SE +/- 0.31, N = 3 SE +/- 0.39, N = 3 SE +/- 0.87, N = 3 SE +/- 1.90, N = 3 SE +/- 24.14, N = 3 SE +/- 2.26, N = 3 SE +/- 17.79, N = 3 66.20 119.31 69.09 64.60 118.29 68.10 77.02 96.96 100.00 76.73 110.23 97.75 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 30 60 90 120 150 SE +/- 0.41, N = 3 SE +/- 0.29, N = 3 SE +/- 0.29, N = 3 SE +/- 3.06, N = 3 SE +/- 0.66, N = 3 SE +/- 3.94, N = 3 SE +/- 15.74, N = 3 SE +/- 1.30, N = 3 SE +/- 21.61, N = 3 71.91 136.61 81.55 69.58 136.49 74.22 76.86 117.87 140.94 74.79 112.67 110.49 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 20 40 60 80 100 SE +/- 0.12, N = 3 SE +/- 0.53, N = 3 SE +/- 0.19, N = 3 SE +/- 0.50, N = 3 SE +/- 0.46, N = 3 SE +/- 1.10, N = 3 SE +/- 0.32, N = 3 SE +/- 0.25, N = 3 SE +/- 0.69, N = 3 53.37 91.91 56.10 52.50 96.15 55.55 55.99 75.17 59.83 56.06 59.30 82.84 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 16 32 48 64 80 SE +/- 0.22, N = 3 SE +/- 0.46, N = 3 SE +/- 0.23, N = 3 SE +/- 1.66, N = 3 SE +/- 2.50, N = 3 SE +/- 4.98, N = 3 SE +/- 5.43, N = 3 SE +/- 0.26, N = 3 SE +/- 0.85, N = 3 20.43 34.72 23.79 20.77 39.32 21.82 35.05 49.85 69.13 39.08 71.92 42.12 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 1.3433 2.6866 4.0299 5.3732 6.7165 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.36, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.05, N = 3 3.33 5.97 3.62 3.38 5.37 3.55 3.46 4.49 3.65 3.35 3.69 5.01 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 5 10 15 20 25 SE +/- 0.19, N = 3 SE +/- 0.48, N = 3 SE +/- 0.13, N = 3 SE +/- 0.12, N = 3 SE +/- 0.23, N = 3 SE +/- 0.37, N = 3 SE +/- 0.15, N = 3 SE +/- 0.07, N = 3 SE +/- 0.84, N = 3 12.32 18.19 12.30 12.25 19.53 11.64 13.88 18.28 13.60 13.53 13.92 18.52 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 30 60 90 120 150 SE +/- 1.47, N = 3 SE +/- 5.09, N = 3 SE +/- 0.23, N = 3 SE +/- 2.54, N = 3 SE +/- 0.91, N = 3 SE +/- 2.97, N = 3 SE +/- 3.95, N = 3 SE +/- 2.53, N = 3 SE +/- 22.66, N = 3 61.20 112.76 89.65 58.07 109.05 61.62 76.74 99.33 158.07 72.83 118.93 101.36 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 20 40 60 80 100 SE +/- 0.01, N = 3 SE +/- 0.19, N = 3 SE +/- 0.26, N = 3 SE +/- 1.81, N = 3 SE +/- 0.30, N = 3 SE +/- 0.82, N = 3 SE +/- 0.20, N = 3 SE +/- 0.39, N = 3 SE +/- 0.19, N = 3 58.95 107.66 62.77 59.39 108.06 62.52 61.80 81.97 66.10 61.35 66.05 88.19 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 140 280 420 560 700 SE +/- 2.99, N = 3 SE +/- 3.40, N = 3 SE +/- 4.54, N = 3 SE +/- 9.47, N = 3 SE +/- 0.49, N = 3 SE +/- 15.46, N = 3 SE +/- 56.70, N = 3 SE +/- 16.86, N = 3 SE +/- 27.44, N = 3 350.77 604.65 366.92 353.02 628.90 364.47 352.26 512.23 441.58 381.79 462.06 525.47 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 30 60 90 120 150 SE +/- 1.01, N = 3 SE +/- 0.75, N = 3 SE +/- 0.68, N = 3 SE +/- 1.47, N = 3 SE +/- 0.92, N = 3 SE +/- 1.20, N = 3 SE +/- 5.00, N = 3 SE +/- 0.33, N = 3 SE +/- 1.46, N = 3 79.99 137.78 82.04 76.35 144.58 78.73 85.68 110.40 111.40 84.38 90.42 117.61 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 4 8 12 16 20 SE +/- 0.06, N = 3 SE +/- 0.05, N = 3 SE +/- 0.10, N = 3 SE +/- 0.43, N = 3 SE +/- 0.16, N = 3 SE +/- 0.21, N = 3 SE +/- 0.25, N = 3 SE +/- 0.20, N = 3 SE +/- 1.19, N = 3 9.35 14.41 13.41 9.40 13.33 13.21 9.31 12.00 13.07 9.64 12.16 12.18 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 30 60 90 120 150 SE +/- 0.28, N = 3 SE +/- 0.70, N = 3 SE +/- 0.79, N = 3 SE +/- 1.50, N = 3 SE +/- 0.62, N = 3 SE +/- 21.40, N = 2 SE +/- 0.26, N = 3 SE +/- 0.93, N = 3 84.41 150.17 120.01 74.79 146.38 78.38 92.61 112.07 125.81 88.36 89.79 118.49 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 60 120 180 240 300 SE +/- 0.40, N = 3 SE +/- 0.58, N = 3 SE +/- 0.41, N = 3 SE +/- 3.87, N = 3 SE +/- 0.60, N = 3 SE +/- 3.80, N = 3 SE +/- 0.05, N = 3 SE +/- 11.49, N = 3 SE +/- 5.43, N = 3 146.94 177.13 279.80 81.78 152.95 101.66 157.51 151.34 289.57 130.28 263.98 149.30 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 1.0665 2.133 3.1995 4.266 5.3325 SE +/- 0.09, N = 3 SE +/- 0.11, N = 3 SE +/- 0.03, N = 3 SE +/- 0.29, N = 3 SE +/- 0.04, N = 3 SE +/- 0.11, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.06, N = 3 3.16 4.74 3.40 2.98 4.36 3.13 3.15 3.79 3.12 2.89 3.15 4.62 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 70 140 210 280 350 SE +/- 0.09, N = 3 SE +/- 0.48, N = 3 SE +/- 0.12, N = 3 SE +/- 0.77, N = 3 SE +/- 0.20, N = 3 SE +/- 31.99, N = 3 SE +/- 118.11, N = 3 SE +/- 0.47, N = 3 SE +/- 0.31, N = 3 97.87 110.27 149.58 96.00 117.85 144.29 145.00 218.30 313.92 134.52 175.29 148.47 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 20 40 60 80 100 SE +/- 0.20, N = 3 SE +/- 0.02, N = 3 SE +/- 0.14, N = 3 SE +/- 1.03, N = 3 SE +/- 0.11, N = 3 SE +/- 1.15, N = 3 SE +/- 0.42, N = 3 SE +/- 4.21, N = 3 SE +/- 0.35, N = 3 49.06 54.74 82.87 44.46 58.21 82.46 47.34 48.86 83.20 41.91 81.97 49.72 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 30 60 90 120 150 SE +/- 1.43, N = 3 SE +/- 0.27, N = 3 SE +/- 1.86, N = 3 SE +/- 2.44, N = 3 SE +/- 0.56, N = 3 SE +/- 1.25, N = 3 SE +/- 0.42, N = 3 SE +/- 0.25, N = 3 SE +/- 1.98, N = 3 84.18 144.70 133.68 84.20 151.97 120.27 89.16 113.12 136.72 89.05 131.08 127.11 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 30 60 90 120 150 SE +/- 4.41, N = 3 SE +/- 6.55, N = 3 SE +/- 3.49, N = 3 SE +/- 0.80, N = 3 SE +/- 0.49, N = 3 SE +/- 2.02, N = 3 SE +/- 1.63, N = 3 SE +/- 6.72, N = 3 SE +/- 0.65, N = 3 71.50 95.74 136.05 73.35 101.00 126.23 75.72 76.23 141.69 65.44 137.83 79.38 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 c3d-standard-30 n2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 9 18 27 36 45 SE +/- 0.36, N = 4 SE +/- 1.49, N = 2 SE +/- 0.18, N = 3 SE +/- 0.26, N = 3 26.69 37.34 26.73 28.96 34.68 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-standard-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 7 14 21 28 35 SE +/- 0.07, N = 2 SE +/- 0.12, N = 4 SE +/- 0.39, N = 3 SE +/- 0.29, N = 4 SE +/- 0.16, N = 4 24.46 23.70 31.15 25.22 22.95 25.67 31.77 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 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 20 40 60 80 100 SE +/- 0.05, N = 2 SE +/- 0.82, N = 4 SE +/- 0.97, N = 4 SE +/- 0.33, N = 6 SE +/- 0.68, N = 5 69.10 83.15 73.59 68.53 74.26 83.77 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 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 5 10 15 20 25 SE +/- 0.12, N = 2 SE +/- 0.33, N = 7 SE +/- 0.22, N = 4 SE +/- 0.12, N = 3 SE +/- 0.29, N = 7 SE +/- 0.75, N = 7 14.74 18.58 15.18 14.62 15.23 19.12 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 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 8 16 24 32 40 SE +/- 0.36, N = 3 SE +/- 0.50, N = 3 SE +/- 0.17, N = 4 SE +/- 0.04, N = 3 SE +/- 0.26, N = 8 SE +/- 0.91, N = 6 27.06 32.83 27.85 25.61 27.67 34.83 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 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 12 24 36 48 60 SE +/- 0.32, N = 4 SE +/- 1.24, N = 9 SE +/- 0.43, N = 6 SE +/- 0.20, N = 3 SE +/- 0.45, N = 9 SE +/- 0.89, N = 9 44.48 54.89 44.52 44.88 44.42 52.89 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 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 8 16 24 32 40 SE +/- 0.16, N = 4 SE +/- 0.51, N = 5 SE +/- 0.17, N = 4 SE +/- 0.17, N = 3 SE +/- 0.25, N = 5 SE +/- 1.22, N = 8 26.33 32.64 27.77 26.07 27.59 33.98 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 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 5 10 15 20 25 SE +/- 0.17, N = 4 SE +/- 0.25, N = 9 SE +/- 0.27, N = 6 SE +/- 0.30, N = 3 SE +/- 0.23, N = 9 SE +/- 0.86, N = 9 14.19 18.39 15.60 14.07 15.47 19.26 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 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 8 16 24 32 40 SE +/- 0.22, N = 4 SE +/- 0.79, N = 7 SE +/- 0.28, N = 4 SE +/- 0.23, N = 3 SE +/- 0.21, N = 7 SE +/- 2.49, N = 4 27.03 33.23 27.71 25.96 27.40 36.29 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 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 12 24 36 48 60 SE +/- 0.81, N = 4 SE +/- 0.65, N = 5 SE +/- 0.60, N = 4 SE +/- 0.37, N = 4 SE +/- 2.08, N = 5 37.54 47.67 40.43 36.22 38.37 51.42 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 c3d-standard-60 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 13 26 39 52 65 SE +/- 0.36, N = 4 SE +/- 0.48, N = 3 SE +/- 0.26, N = 4 SE +/- 0.74, N = 3 SE +/- 0.84, N = 6 SE +/- 0.39, N = 5 SE +/- 1.14, N = 2 SE +/- 0.39, N = 7 SE +/- 0.38, N = 9 35.87 34.40 33.42 58.23 33.95 37.50 47.67 38.82 37.09 38.65 46.68 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-standard-56 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 14 28 42 56 70 SE +/- 0.26, N = 2 SE +/- 1.63, N = 3 SE +/- 0.05, N = 3 SE +/- 0.57, N = 9 SE +/- 0.84, N = 6 SE +/- 1.04, N = 9 SE +/- 4.18, N = 7 43.35 47.36 48.27 62.13 52.16 49.66 52.14 64.40 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-standard-56 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 10 20 30 40 50 SE +/- 0.88, N = 2 SE +/- 0.62, N = 2 SE +/- 0.19, N = 4 SE +/- 0.21, N = 7 SE +/- 0.30, N = 6 SE +/- 0.77, N = 2 SE +/- 0.24, N = 9 SE +/- 0.96, N = 8 31.22 32.24 35.84 46.02 38.03 35.94 37.53 46.03 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-standard-56 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 6 12 18 24 30 SE +/- 0.35, N = 3 SE +/- 0.04, N = 2 SE +/- 0.30, N = 3 SE +/- 0.52, N = 8 SE +/- 0.34, N = 6 SE +/- 0.42, N = 3 SE +/- 0.17, N = 8 SE +/- 0.99, N = 9 19.05 19.11 20.86 27.42 21.64 20.21 22.03 27.59 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-standard-56 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 4 8 12 16 20 SE +/- 0.17, N = 5 SE +/- 0.10, N = 2 SE +/- 0.18, N = 4 SE +/- 0.20, N = 7 SE +/- 0.07, N = 5 SE +/- 0.06, N = 3 SE +/- 0.17, N = 7 SE +/- 0.74, N = 8 12.35 11.97 12.55 16.59 13.57 12.54 13.55 17.22 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-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 10 20 30 40 50 SE +/- 0.24, N = 3 SE +/- 0.22, N = 4 SE +/- 0.40, N = 7 SE +/- 0.11, N = 6 SE +/- 0.34, N = 3 SE +/- 0.25, N = 8 SE +/- 0.70, N = 9 30.23 33.23 41.59 33.66 32.39 34.68 42.40 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 2 4 6 8 10 SE +/- 0.37, N = 3 SE +/- 0.53, N = 3 SE +/- 0.10, N = 9 SE +/- 0.17, N = 9 SE +/- 0.27, N = 9 SE +/- 0.16, N = 6 SE +/- 0.09, N = 4 SE +/- 0.19, N = 9 SE +/- 0.11, N = 6 SE +/- 0.05, N = 3 SE +/- 0.12, N = 9 SE +/- 0.21, N = 9 5.33 7.90 5.24 4.96 8.09 5.13 4.84 6.15 5.22 4.82 5.08 6.58 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 0.8483 1.6966 2.5449 3.3932 4.2415 SE +/- 0.04, N = 3 SE +/- 0.28, N = 3 SE +/- 0.02, N = 9 SE +/- 0.01, N = 9 SE +/- 0.08, N = 9 SE +/- 0.02, N = 6 SE +/- 0.03, N = 4 SE +/- 0.06, N = 9 SE +/- 0.02, N = 6 SE +/- 0.01, N = 3 SE +/- 0.02, N = 9 SE +/- 0.08, N = 9 2.31 3.77 2.45 2.33 3.34 2.44 2.25 2.99 2.43 2.23 2.43 3.05 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 5 10 15 20 25 SE +/- 0.22, N = 3 SE +/- 0.63, N = 3 SE +/- 0.21, N = 9 SE +/- 0.12, N = 9 SE +/- 0.48, N = 9 SE +/- 0.16, N = 6 SE +/- 0.04, N = 4 SE +/- 0.43, N = 9 SE +/- 0.07, N = 6 SE +/- 0.18, N = 3 SE +/- 0.10, N = 9 SE +/- 0.45, N = 9 12.21 20.72 11.74 11.65 20.33 11.58 12.90 17.27 13.41 12.55 13.54 17.90 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 1.1295 2.259 3.3885 4.518 5.6475 SE +/- 0.07, N = 3 SE +/- 0.23, N = 3 SE +/- 0.06, N = 9 SE +/- 0.06, N = 9 SE +/- 0.20, N = 9 SE +/- 0.08, N = 6 SE +/- 0.06, N = 4 SE +/- 0.06, N = 9 SE +/- 0.10, N = 6 SE +/- 0.09, N = 3 SE +/- 0.06, N = 9 SE +/- 0.11, N = 9 3.36 4.94 3.70 3.39 5.02 3.59 3.44 4.37 3.63 3.33 3.64 4.43 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.04, N = 3 SE +/- 0.17, N = 3 SE +/- 0.05, N = 9 SE +/- 0.05, N = 9 SE +/- 0.31, N = 9 SE +/- 0.04, N = 6 SE +/- 0.03, N = 4 SE +/- 0.14, N = 9 SE +/- 0.04, N = 6 SE +/- 0.09, N = 3 SE +/- 0.03, N = 9 SE +/- 0.24, N = 9 6.62 11.71 6.79 6.56 11.18 6.85 6.25 7.94 6.34 6.04 6.43 8.17 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.04, N = 3 SE +/- 0.47, N = 3 SE +/- 0.05, N = 9 SE +/- 0.07, N = 9 SE +/- 0.24, N = 9 SE +/- 0.03, N = 6 SE +/- 0.14, N = 4 SE +/- 0.15, N = 9 SE +/- 0.03, N = 6 SE +/- 0.10, N = 3 SE +/- 0.04, N = 9 SE +/- 0.27, N = 9 6.46 12.16 6.71 6.60 11.61 6.79 6.27 7.92 6.44 6.00 6.45 8.19 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.15, N = 3 SE +/- 0.20, N = 3 SE +/- 0.08, N = 9 SE +/- 0.04, N = 9 SE +/- 0.17, N = 9 SE +/- 0.06, N = 6 SE +/- 0.06, N = 4 SE +/- 0.21, N = 9 SE +/- 0.13, N = 6 SE +/- 0.06, N = 3 SE +/- 0.05, N = 9 SE +/- 0.25, N = 9 5.59 9.51 6.00 5.55 9.04 5.90 4.81 6.82 5.45 5.05 5.36 6.74 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 2 4 6 8 10 SE +/- 0.04, N = 3 SE +/- 0.10, N = 3 SE +/- 0.07, N = 9 SE +/- 0.05, N = 9 SE +/- 0.22, N = 9 SE +/- 0.09, N = 6 SE +/- 0.07, N = 4 SE +/- 0.12, N = 9 SE +/- 0.09, N = 6 SE +/- 0.07, N = 3 SE +/- 0.02, N = 9 SE +/- 0.16, N = 9 4.91 8.34 5.40 5.07 7.91 5.46 4.65 6.25 5.06 4.65 4.99 6.22 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 2 4 6 8 10 SE +/- 0.20, N = 3 SE +/- 0.45, N = 3 SE +/- 0.10, N = 9 SE +/- 0.10, N = 9 SE +/- 0.19, N = 9 SE +/- 0.14, N = 6 SE +/- 0.29, N = 4 SE +/- 0.16, N = 9 SE +/- 0.20, N = 6 SE +/- 0.12, N = 3 SE +/- 0.21, N = 9 SE +/- 0.17, N = 9 3.66 6.03 4.35 3.84 5.66 4.46 4.21 5.02 4.10 3.43 4.25 4.98 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.17, N = 3 SE +/- 0.15, N = 3 SE +/- 0.07, N = 9 SE +/- 0.03, N = 9 SE +/- 0.25, N = 9 SE +/- 0.06, N = 6 SE +/- 0.08, N = 4 SE +/- 0.14, N = 9 SE +/- 0.09, N = 6 SE +/- 0.10, N = 3 SE +/- 0.10, N = 9 SE +/- 0.18, N = 9 5.92 9.27 6.14 5.70 9.04 6.22 5.63 7.50 6.27 5.56 6.21 7.59 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.13, N = 3 SE +/- 0.39, N = 3 SE +/- 0.14, N = 9 SE +/- 0.12, N = 9 SE +/- 0.34, N = 9 SE +/- 0.33, N = 6 SE +/- 0.28, N = 4 SE +/- 0.27, N = 9 SE +/- 0.16, N = 6 SE +/- 0.27, N = 3 SE +/- 0.11, N = 9 SE +/- 0.27, N = 9 7.20 12.34 8.60 7.15 11.69 8.51 8.23 10.81 8.54 7.91 8.98 10.37 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 7 14 21 28 35 SE +/- 0.34, N = 3 SE +/- 0.99, N = 3 SE +/- 0.15, N = 9 SE +/- 0.17, N = 9 SE +/- 0.82, N = 9 SE +/- 0.16, N = 6 SE +/- 0.32, N = 4 SE +/- 0.22, N = 9 SE +/- 0.13, N = 6 SE +/- 0.25, N = 3 SE +/- 0.14, N = 9 SE +/- 0.65, N = 9 15.14 28.32 15.14 14.86 28.24 15.28 13.56 17.61 13.95 13.16 14.42 17.89 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 2 4 6 8 10 SE +/- 0.13, N = 3 SE +/- 0.25, N = 3 SE +/- 0.06, N = 9 SE +/- 0.06, N = 9 SE +/- 0.23, N = 9 SE +/- 0.04, N = 6 SE +/- 0.03, N = 4 SE +/- 0.15, N = 9 SE +/- 0.13, N = 6 SE +/- 0.05, N = 3 SE +/- 0.06, N = 9 SE +/- 0.15, N = 9 4.87 7.00 5.25 4.61 7.57 4.96 4.96 6.33 5.01 4.72 4.87 6.21 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 4 8 12 16 20 SE +/- 0.32, N = 3 SE +/- 0.50, N = 3 SE +/- 0.06, N = 9 SE +/- 0.08, N = 9 SE +/- 0.38, N = 9 SE +/- 0.07, N = 6 SE +/- 0.07, N = 4 SE +/- 0.23, N = 9 SE +/- 0.18, N = 6 SE +/- 0.04, N = 3 SE +/- 0.14, N = 9 SE +/- 0.23, N = 9 8.90 15.34 9.28 8.92 14.94 9.37 7.94 10.63 8.83 7.70 8.68 10.77 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.04, N = 3 SE +/- 0.27, N = 3 SE +/- 0.04, N = 9 SE +/- 0.04, N = 9 SE +/- 0.28, N = 9 SE +/- 0.03, N = 6 SE +/- 0.04, N = 4 SE +/- 0.12, N = 9 SE +/- 0.03, N = 6 SE +/- 0.07, N = 3 SE +/- 0.03, N = 9 SE +/- 0.15, N = 9 5.74 9.98 6.05 5.75 9.49 6.06 5.04 6.78 5.48 5.11 5.52 6.83 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.04, N = 3 SE +/- 0.37, N = 3 SE +/- 0.05, N = 9 SE +/- 0.05, N = 9 SE +/- 0.39, N = 9 SE +/- 0.12, N = 6 SE +/- 0.08, N = 4 SE +/- 0.15, N = 9 SE +/- 0.09, N = 6 SE +/- 0.03, N = 3 SE +/- 0.09, N = 9 SE +/- 0.22, N = 9 5.91 10.32 6.50 6.14 10.04 6.69 5.30 7.41 5.81 5.42 5.89 7.46 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.08, N = 3 SE +/- 0.72, N = 3 SE +/- 0.13, N = 9 SE +/- 0.07, N = 9 SE +/- 0.27, N = 9 SE +/- 0.10, N = 6 SE +/- 0.17, N = 4 SE +/- 0.19, N = 9 SE +/- 0.08, N = 6 SE +/- 0.19, N = 3 SE +/- 0.07, N = 9 SE +/- 0.30, N = 9 7.80 13.57 8.47 8.23 13.11 8.71 8.98 12.03 9.42 8.83 9.75 12.15 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.10, N = 3 SE +/- 0.32, N = 3 SE +/- 0.09, N = 9 SE +/- 0.07, N = 9 SE +/- 0.33, N = 9 SE +/- 0.15, N = 6 SE +/- 0.07, N = 4 SE +/- 0.14, N = 9 SE +/- 0.10, N = 6 SE +/- 0.04, N = 3 SE +/- 0.06, N = 9 SE +/- 0.18, N = 9 6.89 11.40 7.19 6.54 10.93 7.38 6.33 8.59 6.79 6.35 6.95 8.48 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.10, N = 3 SE +/- 0.18, N = 3 SE +/- 0.05, N = 9 SE +/- 0.05, N = 9 SE +/- 0.30, N = 9 SE +/- 0.06, N = 6 SE +/- 0.08, N = 4 SE +/- 0.05, N = 9 SE +/- 0.07, N = 6 SE +/- 0.10, N = 3 SE +/- 0.03, N = 9 SE +/- 0.13, N = 9 7.40 12.34 7.65 7.13 11.98 7.75 7.43 9.62 7.95 7.30 7.90 9.62 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 4 8 12 16 20 SE +/- 0.11, N = 3 SE +/- 0.31, N = 3 SE +/- 0.08, N = 9 SE +/- 0.13, N = 9 SE +/- 0.50, N = 9 SE +/- 0.12, N = 6 SE +/- 0.18, N = 4 SE +/- 0.13, N = 9 SE +/- 0.11, N = 6 SE +/- 0.04, N = 3 SE +/- 0.09, N = 9 SE +/- 0.13, N = 9 8.75 15.44 9.13 8.71 14.60 9.10 7.45 10.11 8.10 7.21 8.29 9.90 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.05, N = 3 SE +/- 0.85, N = 3 SE +/- 0.11, N = 9 SE +/- 0.11, N = 9 SE +/- 0.22, N = 9 SE +/- 0.08, N = 6 SE +/- 0.10, N = 4 SE +/- 0.12, N = 9 SE +/- 0.09, N = 6 SE +/- 0.08, N = 3 SE +/- 0.13, N = 9 SE +/- 0.09, N = 9 6.80 11.79 7.56 6.79 11.25 7.48 6.66 8.48 7.09 6.58 6.98 8.17 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 10 20 30 40 50 SE +/- 0.36, N = 3 SE +/- 0.62, N = 3 SE +/- 0.14, N = 9 SE +/- 0.21, N = 9 SE +/- 0.93, N = 9 SE +/- 0.20, N = 6 SE +/- 0.39, N = 4 SE +/- 0.39, N = 9 SE +/- 0.21, N = 5 SE +/- 0.09, N = 3 SE +/- 0.20, N = 9 SE +/- 0.26, N = 9 21.27 41.99 21.44 21.13 41.35 22.02 18.55 22.81 18.60 16.78 18.42 23.02 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.39, N = 3 SE +/- 0.36, N = 3 SE +/- 0.28, N = 9 SE +/- 0.15, N = 9 SE +/- 0.43, N = 9 SE +/- 0.09, N = 6 SE +/- 0.13, N = 4 SE +/- 0.17, N = 9 SE +/- 0.19, N = 6 SE +/- 0.21, N = 3 SE +/- 0.12, N = 9 SE +/- 0.11, N = 9 6.31 11.76 7.01 6.54 10.69 7.70 6.15 8.65 6.78 6.62 6.68 8.46 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.12, N = 3 SE +/- 0.15, N = 3 SE +/- 0.07, N = 9 SE +/- 0.05, N = 9 SE +/- 0.32, N = 9 SE +/- 0.05, N = 6 SE +/- 0.16, N = 4 SE +/- 0.14, N = 9 SE +/- 0.13, N = 6 SE +/- 0.06, N = 3 SE +/- 0.06, N = 9 SE +/- 0.12, N = 9 6.80 11.38 7.10 6.83 11.21 7.19 6.50 8.70 6.91 6.43 6.85 8.39 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.28, N = 3 SE +/- 0.04, N = 9 SE +/- 0.04, N = 9 SE +/- 0.28, N = 9 SE +/- 0.06, N = 6 SE +/- 0.05, N = 4 SE +/- 0.10, N = 9 SE +/- 0.08, N = 6 SE +/- 0.00, N = 3 SE +/- 0.05, N = 9 SE +/- 0.11, N = 9 5.79 9.28 6.24 5.79 9.18 6.32 5.95 7.93 6.39 5.89 6.34 7.59 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.16, N = 3 SE +/- 0.16, N = 9 SE +/- 0.14, N = 9 SE +/- 0.40, N = 9 SE +/- 0.13, N = 6 SE +/- 0.09, N = 4 SE +/- 0.21, N = 9 SE +/- 0.09, N = 6 SE +/- 0.06, N = 3 SE +/- 0.12, N = 9 SE +/- 0.20, N = 9 8.20 15.62 8.96 8.46 15.47 9.32 8.21 10.83 8.45 7.61 8.55 10.29 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.19, N = 3 SE +/- 0.95, N = 3 SE +/- 0.06, N = 9 SE +/- 0.12, N = 9 SE +/- 0.30, N = 9 SE +/- 0.14, N = 6 SE +/- 0.12, N = 4 SE +/- 0.20, N = 9 SE +/- 0.09, N = 6 SE +/- 0.16, N = 3 SE +/- 0.04, N = 9 SE +/- 0.13, N = 9 7.08 12.29 7.50 7.07 12.14 7.75 7.25 9.48 7.66 6.98 7.54 9.19 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.42, N = 3 SE +/- 0.14, N = 3 SE +/- 0.15, N = 9 SE +/- 0.13, N = 9 SE +/- 0.09, N = 9 SE +/- 0.19, N = 6 SE +/- 0.36, N = 4 SE +/- 0.32, N = 9 SE +/- 0.19, N = 6 SE +/- 0.02, N = 3 SE +/- 0.21, N = 9 SE +/- 0.20, N = 9 7.22 10.97 7.11 6.86 10.74 7.04 6.79 8.83 7.15 6.33 7.12 8.96 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 5 10 15 20 25 SE +/- 0.03, N = 3 SE +/- 0.57, N = 3 SE +/- 0.09, N = 9 SE +/- 0.10, N = 9 SE +/- 0.42, N = 9 SE +/- 0.16, N = 6 SE +/- 0.18, N = 4 SE +/- 0.20, N = 9 SE +/- 0.04, N = 6 SE +/- 0.12, N = 3 SE +/- 0.05, N = 9 SE +/- 0.17, N = 9 11.98 22.10 12.34 11.89 21.42 12.63 10.31 13.51 10.93 10.18 10.86 13.42 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 2 4 6 8 10 SE +/- 0.10, N = 3 SE +/- 0.24, N = 3 SE +/- 0.07, N = 9 SE +/- 0.11, N = 9 SE +/- 0.27, N = 9 SE +/- 0.04, N = 6 SE +/- 0.04, N = 4 SE +/- 0.13, N = 9 SE +/- 0.05, N = 6 SE +/- 0.09, N = 3 SE +/- 0.04, N = 9 SE +/- 0.07, N = 9 4.74 7.62 5.36 5.07 8.05 5.25 4.75 6.45 5.12 4.89 5.19 6.18 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 2 4 6 8 10 SE +/- 0.12, N = 3 SE +/- 0.05, N = 3 SE +/- 0.14, N = 9 SE +/- 0.11, N = 9 SE +/- 0.42, N = 9 SE +/- 0.14, N = 6 SE +/- 0.15, N = 4 SE +/- 0.15, N = 9 SE +/- 0.13, N = 6 SE +/- 0.21, N = 3 SE +/- 0.14, N = 9 SE +/- 0.09, N = 9 5.10 8.40 5.43 5.05 8.27 5.63 4.51 6.36 5.34 4.52 5.14 6.01 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 1.107 2.214 3.321 4.428 5.535 SE +/- 0.06, N = 3 SE +/- 0.19, N = 3 SE +/- 0.04, N = 9 SE +/- 0.03, N = 9 SE +/- 0.17, N = 9 SE +/- 0.04, N = 6 SE +/- 0.04, N = 4 SE +/- 0.05, N = 9 SE +/- 0.06, N = 6 SE +/- 0.04, N = 3 SE +/- 0.03, N = 9 SE +/- 0.05, N = 9 3.02 4.67 3.25 3.06 4.92 3.30 2.91 4.05 3.24 2.85 3.20 3.85 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 4 8 12 16 20 SE +/- 0.19, N = 3 SE +/- 0.78, N = 3 SE +/- 0.19, N = 9 SE +/- 0.16, N = 9 SE +/- 0.69, N = 9 SE +/- 0.26, N = 6 SE +/- 0.10, N = 4 SE +/- 0.20, N = 9 SE +/- 0.08, N = 6 SE +/- 0.06, N = 3 SE +/- 0.08, N = 9 SE +/- 0.08, N = 9 8.52 16.04 9.27 8.76 15.14 9.25 7.66 10.02 7.88 7.12 7.88 9.32 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.06, N = 3 SE +/- 0.61, N = 3 SE +/- 0.03, N = 9 SE +/- 0.05, N = 9 SE +/- 0.22, N = 9 SE +/- 0.07, N = 6 SE +/- 0.05, N = 4 SE +/- 0.12, N = 9 SE +/- 0.06, N = 6 SE +/- 0.10, N = 3 SE +/- 0.05, N = 9 SE +/- 0.06, N = 9 7.17 11.97 7.69 7.29 11.85 7.80 6.89 9.22 7.36 6.80 7.48 8.95 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 4 8 12 16 20 SE +/- 0.76, N = 3 SE +/- 0.64, N = 3 SE +/- 0.38, N = 9 SE +/- 0.15, N = 9 SE +/- 0.66, N = 9 SE +/- 0.11, N = 6 SE +/- 0.11, N = 4 SE +/- 0.21, N = 9 SE +/- 0.18, N = 6 SE +/- 0.09, N = 3 SE +/- 0.07, N = 9 SE +/- 0.19, N = 9 7.60 14.66 8.30 8.14 14.01 8.37 7.33 10.13 7.76 7.43 7.95 9.71 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.33, N = 3 SE +/- 0.44, N = 3 SE +/- 0.26, N = 9 SE +/- 0.15, N = 9 SE +/- 0.39, N = 9 SE +/- 0.26, N = 6 SE +/- 0.10, N = 4 SE +/- 0.21, N = 9 SE +/- 0.15, N = 6 SE +/- 0.10, N = 3 SE +/- 0.19, N = 9 SE +/- 0.14, N = 9 7.36 12.20 8.00 7.25 11.76 8.39 7.21 9.84 7.81 7.10 8.34 9.61 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.18, N = 3 SE +/- 0.39, N = 3 SE +/- 0.11, N = 9 SE +/- 0.16, N = 9 SE +/- 0.23, N = 9 SE +/- 0.18, N = 6 SE +/- 0.15, N = 4 SE +/- 0.08, N = 9 SE +/- 0.10, N = 6 SE +/- 0.26, N = 3 SE +/- 0.09, N = 9 SE +/- 0.09, N = 9 6.28 11.11 6.62 6.44 11.00 6.89 6.02 8.19 6.77 5.98 6.69 7.93 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 2 4 6 8 10 SE +/- 0.24, N = 3 SE +/- 0.11, N = 3 SE +/- 0.12, N = 9 SE +/- 0.07, N = 9 SE +/- 0.30, N = 9 SE +/- 0.11, N = 6 SE +/- 0.10, N = 4 SE +/- 0.10, N = 9 SE +/- 0.03, N = 6 SE +/- 0.22, N = 3 SE +/- 0.12, N = 9 SE +/- 0.11, N = 9 4.90 7.49 5.10 4.79 7.84 4.90 4.49 5.99 4.78 4.70 4.93 5.73 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 4 8 12 16 20 SE +/- 0.08, N = 3 SE +/- 0.51, N = 3 SE +/- 0.07, N = 9 SE +/- 0.04, N = 9 SE +/- 0.24, N = 9 SE +/- 0.07, N = 6 SE +/- 0.06, N = 4 SE +/- 0.17, N = 9 SE +/- 0.08, N = 6 SE +/- 0.09, N = 3 SE +/- 0.05, N = 9 SE +/- 0.14, N = 9 8.71 14.57 9.11 8.83 14.41 9.18 9.46 12.48 10.09 9.43 9.99 12.15 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 2 4 6 8 10 SE +/- 0.06, N = 3 SE +/- 0.31, N = 3 SE +/- 0.07, N = 9 SE +/- 0.07, N = 9 SE +/- 0.27, N = 9 SE +/- 0.34, N = 6 SE +/- 0.03, N = 4 SE +/- 0.12, N = 9 SE +/- 0.08, N = 6 SE +/- 0.03, N = 3 SE +/- 0.07, N = 9 SE +/- 0.12, N = 9 5.00 7.99 5.16 4.83 7.60 5.51 4.61 6.44 5.11 4.63 5.14 6.16 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 2 4 6 8 10 SE +/- 0.28, N = 3 SE +/- 0.31, N = 3 SE +/- 0.09, N = 9 SE +/- 0.14, N = 9 SE +/- 0.33, N = 9 SE +/- 0.14, N = 6 SE +/- 0.12, N = 4 SE +/- 0.12, N = 9 SE +/- 0.10, N = 6 SE +/- 0.18, N = 3 SE +/- 0.05, N = 9 SE +/- 0.10, N = 9 5.34 8.34 5.50 5.35 8.79 5.52 4.89 6.35 5.20 4.75 5.11 6.17 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 8 16 24 32 40 SE +/- 0.08, N = 3 SE +/- 0.86, N = 3 SE +/- 0.08, N = 9 SE +/- 0.13, N = 9 SE +/- 0.69, N = 9 SE +/- 0.13, N = 6 SE +/- 0.26, N = 4 SE +/- 0.36, N = 9 SE +/- 0.25, N = 6 SE +/- 0.07, N = 3 SE +/- 0.15, N = 9 SE +/- 0.47, N = 9 17.47 35.65 18.72 17.58 33.21 18.84 16.59 20.71 16.58 16.08 16.37 20.62 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 6 12 18 24 30 SE +/- 0.17, N = 3 SE +/- 0.89, N = 3 SE +/- 0.11, N = 9 SE +/- 0.10, N = 9 SE +/- 0.80, N = 9 SE +/- 0.09, N = 6 SE +/- 0.02, N = 4 SE +/- 0.22, N = 9 SE +/- 0.08, N = 6 SE +/- 0.02, N = 3 SE +/- 0.10, N = 9 SE +/- 0.30, N = 9 12.82 24.93 12.91 12.84 24.61 12.77 11.41 15.11 11.97 10.97 11.97 15.10 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 2 4 6 8 10 SE +/- 0.06, N = 3 SE +/- 0.48, N = 3 SE +/- 0.06, N = 9 SE +/- 0.05, N = 9 SE +/- 0.17, N = 9 SE +/- 0.09, N = 6 SE +/- 0.09, N = 4 SE +/- 0.14, N = 9 SE +/- 0.06, N = 6 SE +/- 0.08, N = 3 SE +/- 0.06, N = 9 SE +/- 0.20, N = 9 5.34 8.50 5.73 5.46 8.20 5.90 5.33 7.20 5.85 5.63 5.71 7.08 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 5 10 15 20 25 SE +/- 0.05, N = 3 SE +/- 0.28, N = 3 SE +/- 0.06, N = 9 SE +/- 0.05, N = 9 SE +/- 0.43, N = 9 SE +/- 0.06, N = 6 SE +/- 0.10, N = 4 SE +/- 0.25, N = 9 SE +/- 0.08, N = 6 SE +/- 0.07, N = 3 SE +/- 0.10, N = 9 SE +/- 0.33, N = 9 9.73 18.91 10.56 9.91 17.62 10.59 9.57 12.77 10.03 9.04 10.10 12.35 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.20, N = 3 SE +/- 0.27, N = 3 SE +/- 0.07, N = 9 SE +/- 0.04, N = 9 SE +/- 0.28, N = 9 SE +/- 0.10, N = 6 SE +/- 0.09, N = 4 SE +/- 0.18, N = 9 SE +/- 0.06, N = 6 SE +/- 0.04, N = 3 SE +/- 0.04, N = 9 SE +/- 0.24, N = 9 7.32 13.03 7.91 7.33 12.33 7.84 7.40 9.77 7.85 7.08 7.87 9.58 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.10, N = 3 SE +/- 0.54, N = 3 SE +/- 0.09, N = 9 SE +/- 0.08, N = 9 SE +/- 0.29, N = 9 SE +/- 0.11, N = 6 SE +/- 0.09, N = 4 SE +/- 0.13, N = 9 SE +/- 0.13, N = 6 SE +/- 0.11, N = 3 SE +/- 0.08, N = 9 SE +/- 0.24, N = 9 6.07 9.33 6.61 5.74 9.31 6.46 5.61 7.52 6.28 5.52 6.34 7.59 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 1.017 2.034 3.051 4.068 5.085 SE +/- 0.03, N = 3 SE +/- 0.13, N = 3 SE +/- 0.02, N = 9 SE +/- 0.01, N = 9 SE +/- 0.11, N = 9 SE +/- 0.01, N = 6 SE +/- 0.02, N = 4 SE +/- 0.09, N = 9 SE +/- 0.03, N = 6 SE +/- 0.03, N = 3 SE +/- 0.01, N = 9 SE +/- 0.10, N = 9 2.83 4.52 3.00 2.87 4.52 3.00 2.81 3.82 2.97 2.73 3.02 3.70 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 2 4 6 8 10 SE +/- 0.10, N = 3 SE +/- 0.34, N = 3 SE +/- 0.04, N = 9 SE +/- 0.03, N = 9 SE +/- 0.24, N = 9 SE +/- 0.07, N = 6 SE +/- 0.02, N = 4 SE +/- 0.09, N = 9 SE +/- 0.07, N = 6 SE +/- 0.10, N = 3 SE +/- 0.04, N = 9 SE +/- 0.15, N = 9 4.32 7.50 4.62 4.36 6.76 4.62 4.39 5.77 4.66 4.38 4.72 5.88 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 2 4 6 8 10 SE +/- 0.25, N = 3 SE +/- 0.89, N = 3 SE +/- 0.12, N = 9 SE +/- 0.08, N = 9 SE +/- 0.48, N = 9 SE +/- 0.17, N = 6 SE +/- 0.13, N = 4 SE +/- 0.12, N = 9 SE +/- 0.05, N = 6 SE +/- 0.19, N = 3 SE +/- 0.12, N = 9 SE +/- 0.14, N = 9 4.45 8.24 4.49 4.20 7.02 5.17 4.14 5.38 4.49 4.15 4.50 5.56 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 1.1138 2.2276 3.3414 4.4552 5.569 SE +/- 0.02, N = 3 SE +/- 0.24, N = 3 SE +/- 0.02, N = 9 SE +/- 0.02, N = 9 SE +/- 0.13, N = 9 SE +/- 0.01, N = 6 SE +/- 0.04, N = 4 SE +/- 0.08, N = 9 SE +/- 0.04, N = 6 SE +/- 0.05, N = 3 SE +/- 0.02, N = 9 SE +/- 0.12, N = 9 3.04 4.95 3.35 3.13 4.71 3.33 3.03 4.08 3.29 3.06 3.29 4.11 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 5 10 15 20 25 SE +/- 0.15, N = 3 SE +/- 0.49, N = 3 SE +/- 0.11, N = 8 SE +/- 0.10, N = 9 SE +/- 0.27, N = 3 SE +/- 0.08, N = 6 SE +/- 0.13, N = 4 SE +/- 0.23, N = 8 SE +/- 0.11, N = 6 SE +/- 0.06, N = 3 SE +/- 0.14, N = 8 SE +/- 0.42, N = 9 11.40 21.75 11.16 11.20 19.20 11.08 11.20 14.59 11.72 11.12 12.18 14.83 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 2 4 6 8 10 SE +/- 0.06, N = 3 SE +/- 0.26, N = 3 SE +/- 0.06, N = 9 SE +/- 0.06, N = 9 SE +/- 0.32, N = 9 SE +/- 0.09, N = 6 SE +/- 0.11, N = 4 SE +/- 0.11, N = 9 SE +/- 0.07, N = 6 SE +/- 0.07, N = 3 SE +/- 0.04, N = 9 SE +/- 0.30, N = 9 3.95 8.40 4.11 4.01 7.49 4.20 4.31 5.62 4.56 4.15 4.43 5.97 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 7 14 21 28 35 SE +/- 0.37, N = 3 SE +/- 0.38, N = 3 SE +/- 0.25, N = 9 SE +/- 0.16, N = 9 SE +/- 0.78, N = 9 SE +/- 0.17, N = 6 SE +/- 0.21, N = 4 SE +/- 0.23, N = 9 SE +/- 0.21, N = 6 SE +/- 0.02, N = 3 SE +/- 0.08, N = 9 SE +/- 0.49, N = 9 15.23 29.43 15.26 14.72 28.71 15.32 13.42 17.22 14.10 12.87 13.82 17.77 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.05, N = 3 SE +/- 0.49, N = 3 SE +/- 0.05, N = 9 SE +/- 0.05, N = 9 SE +/- 0.26, N = 9 SE +/- 0.05, N = 6 SE +/- 0.07, N = 4 SE +/- 0.17, N = 9 SE +/- 0.04, N = 6 SE +/- 0.02, N = 3 SE +/- 0.03, N = 9 SE +/- 0.26, N = 9 7.01 11.99 6.73 6.81 11.86 6.77 6.41 8.13 6.58 6.10 6.65 8.11 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.07, N = 3 SE +/- 0.34, N = 3 SE +/- 0.05, N = 9 SE +/- 0.05, N = 9 SE +/- 0.19, N = 9 SE +/- 0.08, N = 6 SE +/- 0.06, N = 4 SE +/- 0.15, N = 9 SE +/- 0.08, N = 6 SE +/- 0.08, N = 3 SE +/- 0.07, N = 9 SE +/- 0.17, N = 9 5.99 10.09 6.48 5.95 9.43 6.54 5.94 8.14 6.61 5.67 6.60 7.99 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 4 8 12 16 20 SE +/- 0.16, N = 3 SE +/- 0.55, N = 3 SE +/- 0.10, N = 9 SE +/- 0.13, N = 9 SE +/- 0.32, N = 9 SE +/- 0.30, N = 6 SE +/- 0.09, N = 4 SE +/- 0.19, N = 9 SE +/- 0.16, N = 6 SE +/- 0.18, N = 3 SE +/- 0.12, N = 9 SE +/- 0.42, N = 9 9.90 18.10 10.04 9.57 17.94 10.73 9.48 12.13 9.75 8.94 9.96 12.57 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.13, N = 3 SE +/- 0.59, N = 3 SE +/- 0.15, N = 9 SE +/- 0.07, N = 9 SE +/- 0.26, N = 9 SE +/- 0.20, N = 6 SE +/- 0.06, N = 4 SE +/- 0.19, N = 9 SE +/- 0.06, N = 6 SE +/- 0.04, N = 3 SE +/- 0.08, N = 9 SE +/- 0.23, N = 9 6.67 12.15 7.17 6.60 11.34 7.37 6.70 8.80 7.12 6.37 7.14 8.95 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 4 8 12 16 20 SE +/- 0.02, N = 3 SE +/- 0.72, N = 3 SE +/- 0.13, N = 9 SE +/- 0.14, N = 9 SE +/- 0.22, N = 9 SE +/- 0.21, N = 6 SE +/- 0.05, N = 4 SE +/- 0.13, N = 9 SE +/- 0.13, N = 6 SE +/- 0.09, N = 3 SE +/- 0.10, N = 9 SE +/- 0.23, N = 9 7.25 14.08 8.05 7.71 13.17 8.26 6.88 9.70 7.83 6.68 7.66 9.53 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.25, N = 3 SE +/- 0.26, N = 3 SE +/- 0.08, N = 9 SE +/- 0.10, N = 9 SE +/- 0.29, N = 9 SE +/- 0.10, N = 6 SE +/- 0.04, N = 4 SE +/- 0.10, N = 9 SE +/- 0.07, N = 6 SE +/- 0.24, N = 3 SE +/- 0.11, N = 9 SE +/- 0.16, N = 9 5.66 9.60 5.48 5.58 8.89 5.55 4.90 6.26 5.04 4.85 5.09 6.17 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 6 12 18 24 30 SE +/- 0.26, N = 3 SE +/- 1.78, N = 3 SE +/- 0.14, N = 9 SE +/- 0.10, N = 9 SE +/- 1.05, N = 9 SE +/- 0.14, N = 6 SE +/- 0.27, N = 4 SE +/- 0.26, N = 9 SE +/- 0.07, N = 6 SE +/- 0.16, N = 3 SE +/- 0.10, N = 9 SE +/- 0.30, N = 9 11.63 23.88 12.78 11.69 23.16 12.61 10.87 14.80 12.15 10.61 11.93 14.77 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 4 8 12 16 20 SE +/- 0.09, N = 3 SE +/- 0.53, N = 3 SE +/- 0.07, N = 9 SE +/- 0.08, N = 9 SE +/- 0.50, N = 9 SE +/- 0.08, N = 6 SE +/- 0.08, N = 4 SE +/- 0.14, N = 9 SE +/- 0.09, N = 6 SE +/- 0.05, N = 3 SE +/- 0.05, N = 9 SE +/- 0.26, N = 9 6.95 13.43 7.39 7.18 13.62 7.47 6.52 9.11 7.14 6.31 7.22 9.29 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 6 12 18 24 30 SE +/- 0.23, N = 3 SE +/- 0.63, N = 3 SE +/- 0.27, N = 9 SE +/- 0.08, N = 9 SE +/- 0.37, N = 9 SE +/- 0.23, N = 6 SE +/- 0.19, N = 4 SE +/- 0.29, N = 9 SE +/- 0.07, N = 6 SE +/- 0.17, N = 3 SE +/- 0.12, N = 9 SE +/- 0.46, N = 9 12.63 23.61 13.29 12.42 22.55 13.09 11.94 15.30 12.40 11.32 12.54 15.57 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.24, N = 3 SE +/- 1.13, N = 3 SE +/- 0.22, N = 9 SE +/- 0.17, N = 9 SE +/- 0.44, N = 9 SE +/- 0.14, N = 6 SE +/- 0.09, N = 4 SE +/- 0.11, N = 9 SE +/- 0.07, N = 6 SE +/- 0.48, N = 3 SE +/- 0.10, N = 9 SE +/- 0.22, N = 9 7.25 12.26 7.48 6.84 11.38 7.70 6.87 9.11 7.38 6.80 7.16 8.88 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.08, N = 3 SE +/- 0.56, N = 3 SE +/- 0.11, N = 9 SE +/- 0.10, N = 9 SE +/- 0.38, N = 9 SE +/- 0.09, N = 6 SE +/- 0.11, N = 4 SE +/- 0.15, N = 9 SE +/- 0.05, N = 6 SE +/- 0.07, N = 3 SE +/- 0.05, N = 9 SE +/- 0.19, N = 9 6.00 10.46 6.09 6.07 9.82 6.08 5.29 7.01 5.69 5.18 5.72 6.90 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 4 8 12 16 20 SE +/- 0.19, N = 3 SE +/- 0.31, N = 3 SE +/- 0.21, N = 9 SE +/- 0.15, N = 9 SE +/- 0.60, N = 9 SE +/- 0.14, N = 6 SE +/- 0.13, N = 4 SE +/- 0.17, N = 9 SE +/- 0.09, N = 6 SE +/- 0.24, N = 3 SE +/- 0.09, N = 9 SE +/- 1.07, N = 9 10.08 15.37 10.83 10.15 15.86 10.66 12.80 16.26 12.82 13.12 12.85 17.45 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 2 4 6 8 10 SE +/- 0.17, N = 3 SE +/- 0.47, N = 3 SE +/- 0.13, N = 9 SE +/- 0.08, N = 9 SE +/- 0.45, N = 9 SE +/- 0.18, N = 6 SE +/- 0.13, N = 4 SE +/- 0.08, N = 9 SE +/- 0.22, N = 6 SE +/- 0.26, N = 3 SE +/- 0.17, N = 9 SE +/- 0.20, N = 9 5.60 8.11 6.16 5.56 8.87 6.18 4.88 6.59 5.65 4.96 5.67 6.72 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 0.8055 1.611 2.4165 3.222 4.0275 SE +/- 0.04, N = 3 SE +/- 0.11, N = 3 SE +/- 0.02, N = 9 SE +/- 0.01, N = 9 SE +/- 0.12, N = 9 SE +/- 0.01, N = 6 SE +/- 0.03, N = 4 SE +/- 0.03, N = 9 SE +/- 0.03, N = 6 SE +/- 0.01, N = 3 SE +/- 0.02, N = 9 SE +/- 0.08, N = 9 2.30 3.22 2.46 2.36 3.58 2.49 2.21 2.95 2.46 2.33 2.42 3.04 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.08, N = 3 SE +/- 0.74, N = 3 SE +/- 0.10, N = 9 SE +/- 0.10, N = 9 SE +/- 0.58, N = 9 SE +/- 0.27, N = 6 SE +/- 0.09, N = 4 SE +/- 0.09, N = 9 SE +/- 0.14, N = 6 SE +/- 0.16, N = 3 SE +/- 0.04, N = 9 SE +/- 0.32, N = 9 6.91 11.16 7.49 7.08 12.22 7.80 6.35 8.25 7.05 6.32 6.83 8.62 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.12, N = 3 SE +/- 0.37, N = 3 SE +/- 0.13, N = 9 SE +/- 0.22, N = 9 SE +/- 0.26, N = 9 SE +/- 0.19, N = 6 SE +/- 0.11, N = 4 SE +/- 0.15, N = 9 SE +/- 0.10, N = 6 SE +/- 0.04, N = 3 SE +/- 0.09, N = 9 SE +/- 0.31, N = 9 7.49 11.93 7.60 7.58 12.16 7.51 7.13 9.55 7.71 6.60 7.61 9.59 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.05, N = 3 SE +/- 0.27, N = 3 SE +/- 0.10, N = 9 SE +/- 0.08, N = 9 SE +/- 0.34, N = 9 SE +/- 0.08, N = 6 SE +/- 0.10, N = 4 SE +/- 0.13, N = 9 SE +/- 0.05, N = 6 SE +/- 0.06, N = 3 SE +/- 0.06, N = 9 SE +/- 0.22, N = 9 6.31 9.68 6.53 6.01 10.08 6.41 5.92 7.91 6.29 5.71 6.63 7.95 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 5 10 15 20 25 SE +/- 0.08, N = 3 SE +/- 0.41, N = 3 SE +/- 0.17, N = 9 SE +/- 0.19, N = 9 SE +/- 0.50, N = 9 SE +/- 0.29, N = 6 SE +/- 0.36, N = 4 SE +/- 0.25, N = 9 SE +/- 0.11, N = 6 SE +/- 0.11, N = 3 SE +/- 0.07, N = 9 SE +/- 0.52, N = 9 13.38 22.49 14.24 13.87 22.34 14.51 15.38 18.86 15.45 15.13 15.38 19.18 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.06, N = 3 SE +/- 0.43, N = 3 SE +/- 0.10, N = 9 SE +/- 0.06, N = 9 SE +/- 0.24, N = 9 SE +/- 0.10, N = 6 SE +/- 0.09, N = 4 SE +/- 0.18, N = 9 SE +/- 0.05, N = 6 SE +/- 0.03, N = 3 SE +/- 0.05, N = 9 SE +/- 0.31, N = 9 6.13 10.52 6.59 6.10 9.78 6.74 6.46 8.47 6.92 6.32 7.00 8.44 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 0.8033 1.6066 2.4099 3.2132 4.0165 SE +/- 0.02, N = 3 SE +/- 0.15, N = 3 SE +/- 0.01, N = 9 SE +/- 0.01, N = 9 SE +/- 0.04, N = 9 SE +/- 0.01, N = 6 SE +/- 0.02, N = 4 SE +/- 0.10, N = 9 SE +/- 0.02, N = 6 SE +/- 0.01, N = 3 SE +/- 0.02, N = 9 SE +/- 0.08, N = 9 2.28 3.57 2.47 2.30 3.36 2.47 2.24 3.11 2.44 2.21 2.43 2.96 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 4 8 12 16 20 SE +/- 0.10, N = 3 SE +/- 0.21, N = 3 SE +/- 0.15, N = 9 SE +/- 0.12, N = 9 SE +/- 0.54, N = 9 SE +/- 0.13, N = 6 SE +/- 0.16, N = 4 SE +/- 0.16, N = 9 SE +/- 0.13, N = 6 SE +/- 0.17, N = 3 SE +/- 0.08, N = 9 SE +/- 0.34, N = 9 8.21 15.53 8.91 8.50 15.35 8.97 8.10 10.85 8.50 7.65 8.44 10.54 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.07, N = 3 SE +/- 0.28, N = 3 SE +/- 0.05, N = 9 SE +/- 0.05, N = 9 SE +/- 0.23, N = 9 SE +/- 0.04, N = 6 SE +/- 0.09, N = 4 SE +/- 0.24, N = 9 SE +/- 0.11, N = 6 SE +/- 0.15, N = 3 SE +/- 0.05, N = 9 SE +/- 0.21, N = 9 5.82 9.65 6.25 5.86 9.48 6.20 6.08 7.92 6.44 6.03 6.46 7.83 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.04, N = 3 SE +/- 0.21, N = 3 SE +/- 0.05, N = 9 SE +/- 0.06, N = 9 SE +/- 0.13, N = 9 SE +/- 0.07, N = 6 SE +/- 0.13, N = 4 SE +/- 0.11, N = 9 SE +/- 0.05, N = 6 SE +/- 0.08, N = 3 SE +/- 0.05, N = 9 SE +/- 0.23, N = 9 6.08 9.90 6.53 6.21 9.92 6.61 6.09 7.89 6.55 5.84 6.58 7.80 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.33, N = 3 SE +/- 0.90, N = 3 SE +/- 0.21, N = 9 SE +/- 0.14, N = 9 SE +/- 0.52, N = 9 SE +/- 0.21, N = 6 SE +/- 0.17, N = 4 SE +/- 0.18, N = 9 SE +/- 0.15, N = 6 SE +/- 0.04, N = 3 SE +/- 0.09, N = 9 SE +/- 0.26, N = 9 7.01 12.37 7.58 6.99 11.54 7.60 6.77 8.52 7.04 6.29 6.93 8.43 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 5 10 15 20 25 SE +/- 0.11, N = 3 SE +/- 0.76, N = 3 SE +/- 0.04, N = 9 SE +/- 0.09, N = 9 SE +/- 0.48, N = 9 SE +/- 0.09, N = 6 SE +/- 0.08, N = 4 SE +/- 0.19, N = 9 SE +/- 0.06, N = 6 SE +/- 0.11, N = 3 SE +/- 0.06, N = 9 SE +/- 0.32, N = 9 11.25 21.70 11.96 11.26 20.38 12.04 11.20 14.57 11.80 10.80 11.87 14.82 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 2 4 6 8 10 SE +/- 0.05, N = 3 SE +/- 0.12, N = 3 SE +/- 0.03, N = 9 SE +/- 0.12, N = 9 SE +/- 0.09, N = 9 SE +/- 0.07, N = 6 SE +/- 0.06, N = 4 SE +/- 0.15, N = 9 SE +/- 0.07, N = 6 SE +/- 0.04, N = 3 SE +/- 0.06, N = 9 SE +/- 0.13, N = 9 4.48 7.53 4.74 4.62 7.16 4.71 4.60 5.79 4.88 4.08 4.94 5.78 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.06, N = 3 SE +/- 0.25, N = 3 SE +/- 0.05, N = 9 SE +/- 0.07, N = 9 SE +/- 0.23, N = 9 SE +/- 0.06, N = 6 SE +/- 0.04, N = 4 SE +/- 0.12, N = 9 SE +/- 0.02, N = 6 SE +/- 0.09, N = 3 SE +/- 0.03, N = 9 SE +/- 0.19, N = 9 5.34 8.97 5.79 5.56 8.79 5.80 5.43 7.32 5.86 5.46 5.83 7.31 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 c3d-standard-60 n2d-standard-64 c2d-standard-56 c3d-highmem-60 n2d-highmem-64 c2d-highmem-56 c3d-standard-30 n2d-standard-32 c2d-standard-32 c3d-highmem-30 c2d-highmem-32 n2d-highmem-32 3 6 9 12 15 SE +/- 0.07, N = 3 SE +/- 0.17, N = 3 SE +/- 0.06, N = 9 SE +/- 0.13, N = 9 SE +/- 0.32, N = 9 SE +/- 0.16, N = 6 SE +/- 0.08, N = 4 SE +/- 0.17, N = 9 SE +/- 0.19, N = 6 SE +/- 0.03, N = 3 SE +/- 0.10, N = 9 SE +/- 0.27, N = 9 6.64 11.90 6.99 7.09 11.49 7.26 6.27 8.19 6.68 5.86 6.52 8.59 1. (CC) gcc options: -O3 -fcommon -lm
Phoronix Test Suite v10.8.5