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 .
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: 50 - Q01 spark-tpcds: 50 - Q02 spark-tpcds: 50 - Q03 spark-tpcds: 50 - Q05 spark-tpcds: 50 - Q07 spark-tpcds: 50 - Q08 spark-tpcds: 50 - Q09 spark-tpcds: 50 - Q10 spark-tpcds: 50 - Q12 spark-tpcds: 50 - Q13 spark-tpcds: 50 - Q14 spark-tpcds: 50 - Q15 spark-tpcds: 50 - Q18 spark-tpcds: 50 - Q19 spark-tpcds: 50 - Q20 spark-tpcds: 50 - Q21 spark-tpcds: 50 - Q22 spark-tpcds: 50 - Q26 spark-tpcds: 50 - Q27 spark-tpcds: 50 - Q28 spark-tpcds: 50 - Q30 spark-tpcds: 50 - Q31 spark-tpcds: 50 - Q32 spark-tpcds: 50 - Q33 spark-tpcds: 50 - Q34 spark-tpcds: 50 - Q35 spark-tpcds: 50 - Q36 spark-tpcds: 50 - Q37 spark-tpcds: 50 - Q38 spark-tpcds: 50 - Q39 spark-tpcds: 50 - Q40 spark-tpcds: 50 - Q41 spark-tpcds: 50 - Q42 spark-tpcds: 50 - Q43 spark-tpcds: 50 - Q44 spark-tpcds: 50 - Q45 spark-tpcds: 50 - Q46 spark-tpcds: 50 - Q47 spark-tpcds: 50 - Q48 spark-tpcds: 50 - Q49 spark-tpcds: 50 - Q51 spark-tpcds: 50 - Q52 spark-tpcds: 50 - Q53 spark-tpcds: 50 - Q54 spark-tpcds: 50 - Q55 spark-tpcds: 50 - Q56 spark-tpcds: 50 - Q57 spark-tpcds: 50 - Q58 spark-tpcds: 50 - Q59 spark-tpcds: 50 - Q60 spark-tpcds: 50 - Q61 spark-tpcds: 50 - Q62 spark-tpcds: 50 - Q63 spark-tpcds: 50 - Q65 spark-tpcds: 50 - Q66 spark-tpcds: 50 - Q68 spark-tpcds: 50 - Q69 spark-tpcds: 50 - Q70 spark-tpcds: 50 - Q71 spark-tpcds: 50 - Q73 spark-tpcds: 50 - Q75 spark-tpcds: 50 - Q76 spark-tpcds: 50 - Q77 spark-tpcds: 50 - Q79 spark-tpcds: 50 - Q81 spark-tpcds: 50 - Q82 spark-tpcds: 50 - Q83 spark-tpcds: 50 - Q84 spark-tpcds: 50 - Q85 spark-tpcds: 50 - Q86 spark-tpcds: 50 - Q87 spark-tpcds: 50 - Q88 spark-tpcds: 50 - Q89 spark-tpcds: 50 - Q90 spark-tpcds: 50 - Q91 spark-tpcds: 50 - Q92 spark-tpcds: 50 - Q94 spark-tpcds: 50 - Q95 spark-tpcds: 50 - Q96 spark-tpcds: 50 - Q97 spark-tpcds: 50 - Q98 spark-tpcds: 50 - Q99 spark-tpcds: 50 - Q64 spark-tpcds: 3000 - Q02 spark-tpcds: 3000 - Q03 spark-tpcds: 3000 - Q06 spark-tpcds: 3000 - Q07 spark-tpcds: 3000 - Q08 spark-tpcds: 3000 - Q09 spark-tpcds: 3000 - Q12 spark-tpcds: 3000 - Q13 spark-tpcds: 3000 - Q19 spark-tpcds: 3000 - Q20 spark-tpcds: 3000 - Q21 spark-tpcds: 3000 - Q26 spark-tpcds: 3000 - Q27 spark-tpcds: 3000 - Q28 spark-tpcds: 3000 - Q32 spark-tpcds: 3000 - Q34 spark-tpcds: 3000 - Q36 spark-tpcds: 3000 - Q37 spark-tpcds: 3000 - Q39 spark-tpcds: 3000 - Q41 spark-tpcds: 3000 - Q42 spark-tpcds: 3000 - Q43 spark-tpcds: 3000 - Q44 spark-tpcds: 3000 - Q46 spark-tpcds: 3000 - Q47 spark-tpcds: 3000 - Q48 spark-tpcds: 3000 - Q52 spark-tpcds: 3000 - Q53 spark-tpcds: 3000 - Q55 spark-tpcds: 3000 - Q57 spark-tpcds: 3000 - Q58 spark-tpcds: 3000 - Q59 spark-tpcds: 3000 - Q61 spark-tpcds: 3000 - Q62 spark-tpcds: 3000 - Q63 spark-tpcds: 3000 - Q66 spark-tpcds: 3000 - Q68 spark-tpcds: 3000 - Q70 spark-tpcds: 3000 - Q71 spark-tpcds: 3000 - Q73 spark-tpcds: 3000 - Q76 spark-tpcds: 3000 - Q77 spark-tpcds: 3000 - Q79 spark-tpcds: 3000 - Q81 spark-tpcds: 3000 - Q82 spark-tpcds: 3000 - Q83 spark-tpcds: 3000 - Q84 spark-tpcds: 3000 - Q85 spark-tpcds: 3000 - Q86 spark-tpcds: 3000 - Q88 spark-tpcds: 3000 - Q89 spark-tpcds: 3000 - Q90 spark-tpcds: 3000 - Q91 spark-tpcds: 3000 - Q92 spark-tpcds: 3000 - Q94 spark-tpcds: 3000 - Q95 spark-tpcds: 3000 - Q96 spark-tpcds: 3000 - Q98 spark-tpcds: 3000 - Q99 spark-tpcds: 3000 - Q30 spark-tpcds: 3000 - Q33 spark-tpcds: 3000 - Q49 spark-tpcds: 3000 - Q56 spark-tpcds: 10000 - Q03 spark-tpcds: 10000 - Q07 spark-tpcds: 10000 - Q08 spark-tpcds: 10000 - Q09 spark-tpcds: 10000 - Q12 spark-tpcds: 10000 - Q13 spark-tpcds: 10000 - Q19 spark-tpcds: 10000 - Q21 spark-tpcds: 10000 - Q27 spark-tpcds: 10000 - Q28 spark-tpcds: 10000 - Q30 spark-tpcds: 10000 - Q34 spark-tpcds: 10000 - Q36 spark-tpcds: 10000 - Q39 spark-tpcds: 10000 - Q41 spark-tpcds: 10000 - Q42 spark-tpcds: 10000 - Q43 spark-tpcds: 10000 - Q44 spark-tpcds: 10000 - Q46 spark-tpcds: 10000 - Q47 spark-tpcds: 10000 - Q48 spark-tpcds: 10000 - Q52 spark-tpcds: 10000 - Q53 spark-tpcds: 10000 - Q55 spark-tpcds: 10000 - Q59 spark-tpcds: 10000 - Q61 spark-tpcds: 10000 - Q62 spark-tpcds: 10000 - Q63 spark-tpcds: 10000 - Q68 spark-tpcds: 10000 - Q70 spark-tpcds: 10000 - Q73 spark-tpcds: 10000 - Q79 spark-tpcds: 10000 - Q82 spark-tpcds: 10000 - Q83 spark-tpcds: 10000 - Q84 spark-tpcds: 10000 - Q85 spark-tpcds: 10000 - Q86 spark-tpcds: 10000 - Q88 spark-tpcds: 10000 - Q89 spark-tpcds: 10000 - Q90 spark-tpcds: 10000 - Q91 spark-tpcds: 10000 - Q92 spark-tpcds: 10000 - Q94 spark-tpcds: 10000 - Q95 spark-tpcds: 10000 - Q96 spark-tpcds: 10000 - Q98 spark-tpcds: 50 - Q06 spark-tpcds: 50 - Q93 spark-tpcds: 50 - Q78 spark-tpcds: 50 - Q23 spark-tpcds: 50 - Q74 spark-tpcds: 3000 - Q45 spark-tpcds: 10000 - Q01 spark-tpcds: 10000 - Q06 spark-tpcds: 10000 - Q45 spark-tpcds: 50 - Q80 spark-tpcds: 50 - Q04 spark-tpcds: 50 - Q11 spark-tpcds: 50 - Q17 spark-tpcds: 50 - Q24 spark-tpcds: 50 - Q29 spark-tpcds: 50 - Q67 spark-tpcds: 50 - Q25 spark-tpcds: 50 - Q50 spark-tpcds: 50 - Q72 spark-tpcds: 3000 - Q01 spark-tpcds: 3000 - Q18 spark-tpcds: 3000 - Q31 spark-tpcds: 3000 - Q40 spark-tpcds: 3000 - Q51 spark-tpcds: 3000 - Q60 spark-tpcds: 3000 - Q65 spark-tpcds: 3000 - Q17 spark-tpcds: 3000 - Q25 spark-tpcds: 3000 - Q54 spark-tpcds: 3000 - Q72 spark-tpcds: 3000 - Q15 spark-tpcds: 10000 - Q51 spark-tpcds: 10000 - Q31 spark-tpcds: 10000 - Q65 spark-tpcds: 10000 - 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 6.64 5.34 4.48 11.25 7.01 6.08 5.82 8.21 2.28 6.13 13.38 6.31 7.49 6.91 2.30 5.60 10.08 6.00 7.25 12.63 6.95 11.63 5.66 7.25 6.67 9.90 5.99 7.01 15.23 3.95 11.40 3.04 4.45 4.32 2.83 6.07 7.32 9.73 5.34 12.82 17.47 5.34 5.00 8.71 4.90 6.28 7.36 7.60 7.17 8.52 3.02 5.10 4.74 11.98 7.22 7.08 8.2 5.79 6.80 6.31 21.27 6.80 8.75 7.40 6.89 7.80 5.91 5.74 8.90 4.87 15.14 7.20 5.92 3.66 4.91 5.59 6.46 6.62 3.36 12.21 2.31 5.33 35.87 51.61 76.75 79.98 82.12 47.65 65.92 3.20 115.49 82.35 3.30 9.44 31.82 78.22 350.18 37.72 61.24 61.98 18.53 12.05 3.31 21.79 53.57 71.84 81.56 120.36 85.87 55.25 50.95 50.13 42.29 90.94 128.58 114.23 30.30 50.37 81.18 109.00 75.97 123.82 33.03 73.46 124.22 93.01 33.47 40.82 20.55 23.35 44.31 23.37 83.28 68.17 9.10 11.07 22.89 65.21 43.60 17.39 3.34 37.25 39.45 123.89 212.85 121.39 71.50 84.18 49.06 97.87 3.16 146.94 84.41 9.35 79.99 350.77 37.89 58.95 61.20 12.32 3.33 20.43 53.37 71.91 66.20 120.24 87.63 55.38 50.22 51.15 127.55 114.27 29.76 49.68 6.37 75.35 33.36 88.54 39.50 26.39 23.51 47.84 23.45 89.17 68.06 9.44 17.71 23.34 64.72 42.66 14.94 3.37 11.90 8.97 7.53 21.70 12.37 9.90 9.65 15.53 3.57 10.52 22.49 9.68 11.93 11.16 3.22 8.11 15.37 10.46 12.26 23.61 13.43 23.88 9.60 14.08 12.15 18.10 10.09 11.99 29.43 8.40 21.75 4.95 8.24 7.50 4.52 9.33 13.03 18.91 8.50 24.93 35.65 8.34 7.99 14.57 7.49 11.11 12.2 14.66 11.97 16.04 4.67 8.40 7.62 22.10 10.97 12.29 15.62 9.28 11.38 11.76 41.99 11.79 15.44 12.34 11.40 13.57 10.32 9.98 15.34 7.00 28.32 12.34 9.27 6.03 8.34 9.51 12.16 11.71 4.94 20.72 3.77 7.90 67.18 98.80 140.89 143.87 58.27 85.21 4.59 154.32 141.84 4.54 12.61 55.04 137.19 587.01 49.92 106.33 108.70 26.13 16.87 5.06 35.78 89.98 120.18 143.16 208.47 154.73 106.22 89.21 90.71 78.66 167.48 218.66 193.68 51.59 84.54 81.47 120.10 100.47 167.40 57.54 127.76 191.37 152.69 56.52 36.67 40.13 41.02 110.14 113.29 13.34 17.93 40.58 84.49 75.73 21.68 4.58 57.13 201.62 293.91 206.17 95.74 144.7 54.74 110.27 4.74 177.13 150.17 14.41 137.78 604.65 107.66 112.76 18.19 5.97 34.72 91.91 136.61 119.31 219.13 155.03 99.36 85.43 88.94 212.11 195.06 49.07 83.42 11.3 96.93 55.83 56.6 43.2 37.65 40.6 113.57 115.49 13.29 26.63 40.45 90.58 73.34 21.87 4.95 6.99 5.79 4.74 11.96 7.58 6.53 6.25 8.91 2.47 6.59 14.24 6.53 7.60 7.49 2.46 6.16 10.83 6.09 7.48 13.29 7.39 12.78 5.48 8.05 7.17 10.04 6.48 6.73 15.26 4.11 11.16 3.35 4.49 4.62 3.00 6.61 7.91 10.56 5.73 12.91 18.72 5.50 5.16 9.11 5.10 6.62 8.00 8.30 7.69 9.27 3.25 5.43 5.36 12.34 7.11 7.50 8.96 6.24 7.10 7.01 21.44 7.56 9.13 7.65 7.19 8.47 6.50 6.05 9.28 5.25 15.14 8.60 6.14 4.35 5.40 6.00 6.71 6.79 3.70 11.74 2.45 5.24 34.40 80.56 144.18 92.79 137.66 82.99 82.92 3.40 232.57 99.11 3.41 13.55 72.34 89.70 363.40 83.32 64.63 122.36 24.22 12.39 3.59 22.51 56.06 88.37 90.95 124.95 91.04 77.71 55.33 52.85 46.60 96.72 132.73 117.66 31.19 53.10 155.03 213.07 111.26 231.94 34.94 77.60 186.03 147.43 40.02 66.33 23.18 24.43 47.15 25.38 100.23 72.06 11.25 12.40 31.69 93.62 42.70 30.61 3.46 42.75 42.38 392.19 153.47 136.05 133.68 82.87 149.58 3.40 279.80 120.01 13.41 82.04 366.92 41.49 62.77 89.65 12.30 3.62 23.79 56.10 81.55 69.09 124.80 89.88 78.45 54.46 52.66 133.65 116.76 31.38 54.26 6.50 108.46 34.21 92.37 71.94 34.04 25.08 72.53 24.62 101.01 72.11 11.54 23.33 31.24 92.46 43.73 23.88 3.55 12.35 19.05 31.22 43.35 24.46 45.11 44.9 74.53 46.36 7.09 5.56 4.62 11.26 6.99 6.21 5.86 8.50 2.30 6.10 13.87 6.01 7.58 7.08 2.36 5.56 10.15 6.07 6.84 12.42 7.18 11.69 5.58 7.71 6.60 9.57 5.95 6.81 14.72 4.01 11.20 3.13 4.20 4.36 2.87 5.74 7.33 9.91 5.46 12.84 17.58 5.35 4.83 8.83 4.79 6.44 7.25 8.14 7.29 8.76 3.06 5.05 5.07 11.89 6.86 7.07 8.46 5.79 6.83 6.54 21.13 6.79 8.71 7.13 6.54 8.23 6.14 5.75 8.92 4.61 14.86 7.15 5.70 3.84 5.07 5.55 6.60 6.56 3.39 11.65 2.33 4.96 33.42 50.26 76.79 79.73 86.01 48.86 63.28 2.96 82.23 75.22 3.19 9.30 29.64 78.02 346.72 34.76 60.34 60.39 15.51 12.17 3.38 21.69 53.42 69.36 78.75 119.17 84.78 54.52 49.60 49.97 43.43 90.14 130.20 113.22 30.75 50.14 49.99 65.47 69.66 86.20 33.25 74.16 117.58 88.57 34.16 33.10 19.79 23.27 43.02 22.82 85.10 67.55 9.15 10.33 23.48 54.25 42.72 14.56 3.34 37.51 38.09 117.85 157.21 103.69 73.35 84.20 44.46 96.00 2.98 81.78 74.79 9.40 76.35 353.02 38.91 59.39 58.07 12.25 3.38 20.77 52.50 69.58 64.60 118.70 83.26 53.12 50.32 50.12 129.93 113.87 29.91 51.42 6.48 63.53 31.86 87.64 29.97 26.02 23.30 45.06 23.09 88.75 67.58 9.01 16.97 23.22 61.42 42.48 14.33 3.37 11.49 8.79 7.16 20.38 11.54 9.92 9.48 15.35 3.36 9.78 22.34 10.08 12.16 12.22 3.58 8.87 15.86 9.82 11.38 22.55 13.62 23.16 8.89 13.17 11.34 17.94 9.43 11.86 28.71 7.49 19.20 4.71 7.02 6.76 4.52 9.31 12.33 17.62 8.20 24.61 33.21 8.79 7.60 14.41 7.84 11.00 11.76 14.01 11.85 15.14 4.92 8.27 8.05 21.42 10.74 12.14 15.47 9.18 11.21 10.69 41.35 11.25 14.60 11.98 10.93 13.11 10.04 9.49 14.94 7.57 28.24 11.69 9.04 5.66 7.91 9.04 11.61 11.18 5.02 20.33 3.34 8.09 58.23 69.38 100.44 139.27 147.62 56.41 93.37 4.43 148.14 145.56 4.93 13.22 54.60 142.11 608.49 49.64 106.99 110.01 24.04 19.17 5.53 36.87 93.20 124.34 141.54 210.66 153.77 104.03 90.26 92.17 81.62 173.00 226.87 197.74 54.75 88.98 63.55 97.54 102.86 153.41 60.53 130.71 184.49 55.45 36.97 44.1 41.45 117.67 117.71 13.71 19.31 42.60 79.11 76.17 23.27 4.81 58.93 202.85 257.67 202.94 101.00 151.97 58.21 117.85 4.36 152.95 146.38 13.33 144.58 628.90 108.06 109.05 19.53 5.37 39.32 96.15 136.49 118.29 224.69 161.33 101.71 92.59 99.82 226.59 208.62 54.64 90.67 11.46 104.73 60.78 59.49 48.00 45.46 44.81 118.64 122.80 14.54 31.15 46.32 84.69 82.20 23.33 4.74 7.26 5.80 4.71 12.04 7.60 6.61 6.20 8.97 2.47 6.74 14.51 6.41 7.51 7.80 2.49 6.18 10.66 6.08 7.70 13.09 7.47 12.61 5.55 8.26 7.37 10.73 6.54 6.77 15.32 4.20 11.08 3.33 5.17 4.62 3.00 6.46 7.84 10.59 5.90 12.77 18.84 5.52 5.51 9.18 4.90 6.89 8.39 8.37 7.80 9.25 3.30 5.63 5.25 12.63 7.04 7.75 9.32 6.32 7.19 7.70 22.02 7.48 9.10 7.75 7.38 8.71 6.69 6.06 9.37 4.96 15.28 8.51 6.22 4.46 5.46 5.90 6.79 6.85 3.59 11.58 2.44 5.13 33.95 77.54 144.12 77.61 132.57 84.63 71.69 3.17 120.76 88.63 3.40 13.49 44.48 81.22 369.45 51.58 64.37 63.90 16.76 12.97 3.62 23.60 56.38 73.82 83.99 126.48 89.51 74.13 55.40 52.31 43.59 99.04 133.26 118.47 31.63 54.17 102.83 114.84 101.78 91.16 34.58 77.54 147.17 110.73 40.28 38.43 21.43 24.75 46.70 25.19 97.24 72.06 11.83 10.41 30.67 74.03 43.35 16.72 3.52 42.12 42.66 143.54 198.07 148.22 126.23 120.27 82.46 144.29 3.13 101.66 78.38 13.21 78.73 364.47 62.52 61.62 11.64 3.55 21.82 55.55 74.22 68.1 124.78 93.46 55.32 52.99 52.9 136.15 117.83 31.49 54.34 6.74 68.26 35.73 91.6 31.4 32.42 24.64 49.65 23.83 95.93 71.51 10.69 23.18 24.04 90.7 43.58 17.44 3.51 11.97 19.11 32.24 47.36 30.23 6.27 5.43 4.60 11.20 6.77 6.09 6.08 8.10 2.24 6.46 15.38 5.92 7.13 6.35 2.21 4.88 12.80 5.29 6.87 11.94 6.52 10.87 4.90 6.88 6.70 9.48 5.94 6.41 13.42 4.31 11.20 3.03 4.14 4.39 2.81 5.61 7.40 9.57 5.33 11.41 16.59 4.89 4.61 9.46 4.49 6.02 7.21 7.33 6.89 7.66 2.91 4.51 4.75 10.31 6.79 7.25 8.21 5.95 6.50 6.15 18.55 6.66 7.45 7.43 6.33 8.98 5.30 5.04 7.94 4.96 13.56 8.23 5.63 4.21 4.65 4.81 6.27 6.25 3.44 12.90 2.25 4.84 37.50 61.75 76.64 84.80 105.69 47.60 114.36 2.89 158.79 94.94 3.16 9.39 46.52 95.29 360.26 58.71 65.01 93.26 24.63 13.21 3.42 50.27 56.08 93.20 96.95 144.22 106.84 53.42 52.24 50.61 53.07 109.97 133.92 163.76 32.02 51.90 83.90 130.86 89.23 140.27 40.59 142.07 169.05 98.43 35.28 42.07 20.42 27.44 46.97 24.03 156.56 71.83 12.62 11.05 24.97 70.40 49.46 25.18 3.40 44.35 41.14 151.42 233.84 146.53 75.72 89.16 47.34 145.00 3.15 157.51 92.61 9.31 85.68 352.26 61.80 76.74 13.88 3.46 35.05 55.99 76.86 77.02 144.74 101.07 52.08 51.57 50.30 131.74 141.89 32.80 51.02 6.41 90.99 39.01 102.76 41.62 25.04 27.17 47.09 24.53 156.49 72.57 13.33 16.91 24.25 68.81 47.83 25.03 3.35 12.55 20.86 35.84 48.27 23.70 42.32 44.08 75.4 43.34 33.23 37.54 26.69 27.03 14.19 26.33 44.48 27.06 14.74 69.10 43.92 79.43 312.38 45.33 231.04 155.24 337.22 181.14 190.95 134.24 151.39 35.22 226.69 318.67 343.58 8.19 7.32 5.79 14.57 8.52 7.89 7.92 10.85 3.11 8.47 18.86 7.91 9.55 8.25 2.95 6.59 16.26 7.01 9.11 15.30 9.11 14.80 6.26 9.70 8.80 12.13 8.14 8.13 17.22 5.62 14.59 4.08 5.38 5.77 3.82 7.52 9.77 12.77 7.20 15.11 20.71 6.35 6.44 12.48 5.99 8.19 9.84 10.13 9.22 10.02 4.05 6.36 6.45 13.51 8.83 9.48 10.83 7.93 8.70 8.65 22.81 8.48 10.11 9.62 8.59 12.03 7.41 6.78 10.63 6.33 17.61 10.81 7.50 5.02 6.25 6.82 7.92 7.94 4.37 17.27 2.99 6.15 47.67 71.26 78.89 108.48 118.01 52.91 168.83 4.20 156.27 119.34 4.48 13.23 56.62 116.51 495.58 60.19 86.40 112.11 29.01 18.55 4.5 73.19 74.43 112.54 122.01 188.77 133.28 76.84 73.48 76.24 65.93 154.23 183.40 185.22 41.80 73.16 83.48 133.04 101.99 151.07 50.17 139.44 182.08 130.47 44.24 47.17 28.69 33.37 61.06 32.56 174.45 100.81 15.79 14.18 33.11 78.24 63.20 28.09 4.66 55.38 56.27 176.99 266.65 171.58 76.23 113.12 48.86 218.30 3.79 151.34 112.07 12.00 110.40 512.23 54.07 81.97 99.33 18.28 4.49 49.85 75.17 117.87 96.96 185.84 131.67 71.73 70.31 70.04 177.66 169.69 40.97 67.88 7.26 99.69 48.74 130.70 44.17 34.55 33.52 60.10 33.61 183.89 94.57 15.44 25.02 34.93 78.35 64.03 28.66 4.12 16.59 27.42 46.02 62.13 31.15 53.74 56.81 93.61 54.46 41.59 47.67 37.34 33.23 18.39 32.64 54.89 32.83 18.58 83.15 58.27 98.33 61.34 278.97 186.79 431.16 236.28 229.10 156.77 186.61 45.47 270.89 455.89 89.93 6.68 5.86 4.88 11.80 7.04 6.55 6.44 8.50 2.44 6.92 15.45 6.29 7.71 7.05 2.46 5.65 12.82 5.69 7.38 12.40 7.14 12.15 5.04 7.83 7.12 9.75 6.61 6.58 14.10 4.56 11.72 3.29 4.49 4.66 2.97 6.28 7.85 10.03 5.85 11.97 16.58 5.20 5.11 10.09 4.78 6.77 7.81 7.76 7.36 7.88 3.24 5.34 5.12 10.93 7.15 7.66 8.45 6.39 6.91 6.78 18.60 7.09 8.10 7.95 6.79 9.42 5.81 5.48 8.83 5.01 13.95 8.54 6.27 4.10 5.06 5.45 6.44 6.34 3.63 13.41 2.43 5.22 38.82 90.91 143.81 92.80 177.42 92.53 349.11 3.18 292.54 164.98 3.57 13.08 98.76 185.83 509.90 116.75 69.10 200.79 43.38 13.75 3.68 133.98 61.23 162.32 135.11 159.59 136.77 117.31 89.27 115.02 56.65 224.55 142.93 290.08 33.42 88.87 141.19 242.20 135.64 232.17 51.17 235.58 254.50 139.06 41.30 66.17 24.09 27.33 73.08 26.94 162.59 96.71 19.11 15.37 34.83 97.31 59.73 29.66 3.47 48.58 45.40 220.44 446.29 236.18 141.69 136.72 83.20 313.92 3.12 289.57 125.81 13.07 111.40 441.58 45.11 66.10 158.07 13.60 3.65 69.13 59.83 140.94 100.00 151.86 126.89 77.13 57.99 61.43 141.96 165.85 33.54 58.89 6.06 136.69 41.61 138.25 56.19 34.00 27.80 72.70 26.36 160.81 82.50 18.88 30.89 43.51 95.36 60.08 24.99 3.54 13.57 21.64 38.03 52.16 25.22 43.55 48.02 78.29 45.89 33.66 40.43 27.71 15.60 27.77 44.52 27.85 15.18 73.59 48.31 155.36 61.95 241.95 259.72 375.15 237.26 279.18 168.75 47.84 232.03 357.63 5.86 5.46 4.08 10.80 6.29 5.84 6.03 7.65 2.21 6.32 15.13 5.71 6.60 6.32 2.33 4.96 13.12 5.18 6.80 11.32 6.31 10.61 4.85 6.68 6.37 8.94 5.67 6.10 12.87 4.15 11.12 3.06 4.15 4.38 2.73 5.52 7.08 9.04 5.63 10.97 16.08 4.75 4.63 9.43 4.70 5.98 7.10 7.43 6.80 7.12 2.85 4.52 4.89 10.18 6.33 6.98 7.61 5.89 6.43 6.62 16.78 6.58 7.21 7.30 6.35 8.83 5.42 5.11 7.70 4.72 13.16 7.91 5.56 3.43 4.65 5.05 6.00 6.04 3.33 12.55 2.23 4.82 37.09 61.26 75.88 83.61 100.15 49.30 201.53 3.01 115.66 89.00 3.11 9.63 55.22 94.55 384.38 56.78 63.72 78.92 25.30 13.35 3.34 41.43 56.13 104.40 100.73 149.17 109.70 53.55 53.28 50.83 50.43 105.19 134.14 147.68 31.70 54.71 75.23 94.08 93.40 108.17 39.76 95.13 139.62 102.18 34.72 38.76 19.92 26.14 46.32 24.27 158.05 74.20 13.51 10.83 23.14 67.56 56.73 24.13 3.33 44.12 131.37 233.33 123.29 65.44 89.05 41.91 134.52 2.89 130.28 88.36 9.64 84.38 381.79 41.82 61.35 72.83 13.53 3.35 39.08 56.06 74.79 76.73 140.62 101.75 52.94 51.67 50.96 133.58 144.54 32.0 50.51 5.88 86.32 38.04 97.59 36.92 25.10 26.29 47.54 23.76 157.65 69.70 12.91 19.86 26.64 66.84 54.05 23.51 3.33 12.54 20.21 35.94 49.66 22.95 40.32 43.34 70.68 41.39 32.39 36.22 26.73 25.96 14.07 26.07 44.88 25.61 14.62 68.53 42.96 88.66 300.21 46.99 227.96 116.63 381.94 186.70 194.65 122.81 218.30 345.35 6.52 5.83 4.94 11.87 6.93 6.58 6.46 8.44 2.43 7.00 15.38 6.63 7.61 6.83 2.42 5.67 12.85 5.72 7.16 12.54 7.22 11.93 5.09 7.66 7.14 9.96 6.60 6.65 13.82 4.43 12.18 3.29 4.50 4.72 3.02 6.34 7.87 10.10 5.71 11.97 16.37 5.11 5.14 9.99 4.93 6.69 8.34 7.95 7.48 7.88 3.20 5.14 5.19 10.86 7.12 7.54 8.55 6.34 6.85 6.68 18.42 6.98 8.29 7.90 6.95 9.75 5.89 5.52 8.68 4.87 14.42 8.98 6.21 4.25 4.99 5.36 6.45 6.43 3.64 13.54 2.43 5.08 38.65 88.47 143.58 85.71 178.82 86.47 318.45 3.16 142.50 93.56 3.45 13.58 77.46 118.38 387.21 67.50 68.49 108.36 33.38 14.80 3.64 31.62 60.00 93.33 96.49 149.21 104.51 62.38 55.91 53.09 52.34 102.12 141.64 130.72 33.20 55.80 151.47 164.28 120.76 158.83 41.60 98.79 193.83 122.52 41.91 58.36 22.05 27.88 47.87 26.93 156.03 76.25 13.17 12.62 33.73 96.27 47.85 24.74 3.53 48.20 46.21 145.77 350.99 157.37 137.83 131.08 81.97 175.29 3.15 263.98 89.79 12.16 90.42 462.06 44.21 66.05 118.93 13.92 3.69 71.92 59.30 112.67 110.23 154.34 112.71 74.27 55.95 54.31 141.60 128.24 34.29 55.30 6.15 122.89 40.53 104.37 43.18 32.51 27.57 74.13 26.06 157.13 80.02 12.71 30.40 37.03 95.50 47.29 26.71 3.53 13.55 22.03 37.53 52.14 25.67 44.48 48.38 76.11 44.15 34.68 38.37 28.96 27.40 15.47 27.59 44.42 27.67 15.23 74.26 48.65 165.44 58.20 223.14 138.11 337.02 233.41 229.33 169.74 48.78 216.10 330.64 8.59 7.31 5.78 14.82 8.43 7.80 7.83 10.54 2.96 8.44 19.18 7.95 9.59 8.62 3.04 6.72 17.45 6.90 8.88 15.57 9.29 14.77 6.17 9.53 8.95 12.57 7.99 8.11 17.77 5.97 14.83 4.11 5.56 5.88 3.70 7.59 9.58 12.35 7.08 15.10 20.62 6.17 6.16 12.15 5.73 7.93 9.61 9.71 8.95 9.32 3.85 6.01 6.18 13.42 8.96 9.19 10.29 7.59 8.39 8.46 23.02 8.17 9.90 9.62 8.48 12.15 7.46 6.83 10.77 6.21 17.89 10.37 7.59 4.98 6.22 6.74 8.19 8.17 4.43 17.90 3.05 6.58 46.68 69.12 78.38 101.89 113.72 51.45 146.60 3.68 116.89 110.03 4.05 11.58 56.54 114.82 490.14 51.10 84.69 97.73 27.17 17.87 4.39 41.32 72.64 106.03 121.39 182.46 128.97 74.34 73.30 69.90 63.81 124.56 176.55 158.75 41.23 67.36 74.96 101.21 96.09 127.71 48.38 100.00 165.20 128.99 43.96 44.89 26.97 33.89 58.90 33.75 174.28 99.11 15.76 13.16 30.36 78.38 62.08 28.39 4.48 56.91 53.35 158.71 243.56 159.90 79.38 127.11 49.72 148.47 4.62 149.3 118.49 12.18 117.61 525.47 58.23 88.19 101.36 18.52 5.01 42.12 82.84 110.49 97.75 198.38 138.95 82.6 77.61 72.11 194.71 171.09 45.26 75.36 8.12 100.09 50.96 135.94 47.33 36.03 37.48 66.99 34.06 181.47 106.31 16.76 26.39 32.78 85.59 65.24 28.75 5.02 17.22 27.59 46.03 64.40 31.77 52.55 63.46 104.43 61.51 42.40 51.42 34.68 36.29 19.26 33.98 52.89 34.83 19.12 83.77 57.29 99.27 55.22 291.69 155.79 393.15 215.32 220.11 162.73 173.97 42.64 285.88 417.34 OpenBenchmarking.org
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
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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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: 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: 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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: 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: 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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: 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 - 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 - 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 - 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 - 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: 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: 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 - 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 - 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: 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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: 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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 - 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: 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 - 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 - 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 - 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
Phoronix Test Suite v10.8.4