Intel Kernel Scaling Optimizations For AMD Genoa

AMD EPYC 9654 benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2304064-NE-2304043NE15
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C/C++ Compiler Tests 2 Tests
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HPC - High Performance Computing 2 Tests
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Identifier
Performance Per
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Date
Run
  Test
  Duration
CentOS Stream: 3 Threads
April 02 2023
  4 Hours, 2 Minutes
CentOS Stream: 6 Threads
April 03 2023
  4 Hours, 31 Minutes
CentOS Stream: 12 Threads
April 03 2023
  3 Hours, 36 Minutes
CentOS Stream: 24 Threads
April 03 2023
  3 Hours, 2 Minutes
CentOS Stream: 48 Threads
April 02 2023
  3 Hours, 56 Minutes
CentOS Stream: 96 Threads
April 02 2023
  4 Hours, 46 Minutes
CentOS Stream: 192 Threads
April 02 2023
  6 Hours, 49 Minutes
CentOS Stream: 384 Threads
April 04 2023
  5 Hours, 39 Minutes
Clear Linux: 3 Threads
March 30 2023
  3 Hours, 42 Minutes
Clear Linux: 6 Threads
April 01 2023
  4 Hours, 14 Minutes
Clear Linux: 12 Threads
April 01 2023
  3 Hours, 26 Minutes
Clear Linux: 24 Threads
March 31 2023
  3 Hours, 54 Minutes
Clear Linux: 48 Threads
March 31 2023
  3 Hours, 41 Minutes
Clear Linux: 96 Threads
March 30 2023
  3 Hours, 50 Minutes
Clear Linux: 192 Threads
March 30 2023
  6 Hours, 24 Minutes
Clear Linux: 384 Threads
March 29 2023
  4 Hours, 38 Minutes
Ubuntu: 3 Threads
April 05 2023
  3 Hours, 57 Minutes
Ubuntu: 6 Threads
April 06 2023
  3 Hours, 40 Minutes
Ubuntu: 12 Threads
April 06 2023
  2 Hours, 59 Minutes
Ubuntu: 24 Threads
April 05 2023
  3 Hours, 52 Minutes
Ubuntu: 48 Threads
April 05 2023
  3 Hours, 37 Minutes
Ubuntu: 96 Threads
April 05 2023
  3 Hours, 51 Minutes
Ubuntu: 192 Threads
April 05 2023
  6 Hours, 10 Minutes
Ubuntu: 384 Threads
April 04 2023
  7 Hours, 32 Minutes
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  4 Hours, 24 Minutes

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Intel Kernel Scaling Optimizations For AMD Genoa AMD EPYC 9654 benchmarks by Michael Larabel for a future article. ,,"CentOS Stream: 3 Threads","CentOS Stream: 6 Threads","CentOS Stream: 12 Threads","CentOS Stream: 24 Threads","CentOS Stream: 48 Threads","CentOS Stream: 96 Threads","CentOS Stream: 192 Threads","CentOS Stream: 384 Threads","Clear Linux: 3 Threads","Clear Linux: 6 Threads","Clear Linux: 12 Threads","Clear Linux: 24 Threads","Clear Linux: 48 Threads","Clear Linux: 96 Threads","Clear Linux: 192 Threads","Clear Linux: 384 Threads","Ubuntu: 3 Threads","Ubuntu: 6 Threads","Ubuntu: 12 Threads","Ubuntu: 24 Threads","Ubuntu: 48 Threads","Ubuntu: 96 Threads","Ubuntu: 192 Threads","Ubuntu: 384 Threads" Processor,,AMD EPYC 9654 96-Core @ 2.40GHz (3 Cores),AMD EPYC 9654 96-Core @ 2.40GHz (6 Cores),AMD EPYC 9654 96-Core @ 2.40GHz (12 Cores),AMD EPYC 9654 96-Core @ 2.40GHz (24 Cores),AMD EPYC 9654 96-Core @ 2.40GHz (48 Cores),AMD EPYC 9654 96-Core @ 2.40GHz (96 Cores),2 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores),2 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores / 384 Threads),AMD EPYC 9654 96-Core @ 2.40GHz (3 Cores),AMD EPYC 9654 96-Core @ 2.40GHz (6 Cores),AMD EPYC 9654 96-Core @ 2.40GHz (12 Cores),AMD EPYC 9654 96-Core @ 2.40GHz (24 Cores),AMD EPYC 9654 96-Core @ 2.40GHz (48 Cores),AMD EPYC 9654 96-Core @ 2.40GHz (96 Cores),2 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores),2 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores / 384 Threads),AMD EPYC 9654 96-Core @ 2.40GHz (3 Cores),AMD EPYC 9654 96-Core @ 2.40GHz (6 Cores),AMD EPYC 9654 96-Core @ 2.40GHz (12 Cores),AMD EPYC 9654 96-Core @ 2.40GHz (24 Cores),AMD EPYC 9654 96-Core @ 2.40GHz (48 Cores),AMD EPYC 9654 96-Core @ 2.40GHz (96 Cores),2 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores),2 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores / 384 Threads) Motherboard,,AMD Titanite_4G (RTI1004D BIOS),AMD Titanite_4G (RTI1004D BIOS),AMD Titanite_4G (RTI1004D BIOS),AMD Titanite_4G (RTI1004D BIOS),AMD Titanite_4G (RTI1004D BIOS),AMD Titanite_4G (RTI1004D BIOS),AMD Titanite_4G (RTI1004D BIOS),AMD Titanite_4G (RTI1004D BIOS),AMD Titanite_4G (RTI1004D BIOS),AMD Titanite_4G (RTI1004D BIOS),AMD Titanite_4G (RTI1004D BIOS),AMD Titanite_4G (RTI1004D BIOS),AMD Titanite_4G (RTI1004D BIOS),AMD Titanite_4G (RTI1004D BIOS),AMD Titanite_4G (RTI1004D BIOS),AMD Titanite_4G (RTI1004D BIOS),AMD Titanite_4G (RTI1004D BIOS),AMD Titanite_4G (RTI1004D BIOS),AMD Titanite_4G (RTI1004D BIOS),AMD Titanite_4G (RTI1004D BIOS),AMD Titanite_4G (RTI1004D BIOS),AMD Titanite_4G (RTI1004D BIOS),AMD Titanite_4G (RTI1004D BIOS),AMD Titanite_4G (RTI1004D BIOS) Chipset,,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4 Memory,,1520GB,1520GB,1520GB,1520GB,1520GB,1520GB,1520GB,1520GB,1520GB,1520GB,1520GB,1520GB,1520GB,1520GB,1520GB,1520GB,1520GB,1520GB,1520GB,1520GB,1520GB,1520GB,1520GB,1520GB Disk,,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007,2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007 Graphics,,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED Monitor,,VGA HDMI,VGA HDMI,VGA HDMI,VGA HDMI,VGA HDMI,VGA HDMI,VGA HDMI,VGA HDMI,,,,,,,,,VGA HDMI,VGA HDMI,VGA HDMI,VGA HDMI,VGA HDMI,VGA HDMI,VGA HDMI,VGA HDMI Network,,Broadcom NetXtreme BCM5720 PCIe,Broadcom NetXtreme BCM5720 PCIe,Broadcom NetXtreme BCM5720 PCIe,Broadcom NetXtreme BCM5720 PCIe,Broadcom NetXtreme BCM5720 PCIe,Broadcom NetXtreme BCM5720 PCIe,Broadcom NetXtreme BCM5720 PCIe,Broadcom NetXtreme BCM5720 PCIe,Broadcom NetXtreme BCM5720 PCIe,Broadcom NetXtreme BCM5720 PCIe,Broadcom NetXtreme BCM5720 PCIe,Broadcom NetXtreme BCM5720 PCIe,Broadcom NetXtreme BCM5720 PCIe,Broadcom NetXtreme BCM5720 PCIe,Broadcom NetXtreme BCM5720 PCIe,Broadcom NetXtreme BCM5720 PCIe,Broadcom NetXtreme BCM5720 PCIe,Broadcom NetXtreme BCM5720 PCIe,Broadcom NetXtreme BCM5720 PCIe,Broadcom NetXtreme BCM5720 PCIe,Broadcom NetXtreme BCM5720 PCIe,Broadcom NetXtreme BCM5720 PCIe,Broadcom NetXtreme BCM5720 PCIe,Broadcom NetXtreme BCM5720 PCIe OS,,CentOS Stream 9,CentOS Stream 9,CentOS Stream 9,CentOS Stream 9,CentOS Stream 9,CentOS Stream 9,CentOS Stream 9,CentOS Stream 9,Clear Linux OS 38660,Clear Linux OS 38660,Clear Linux OS 38660,Clear Linux OS 38660,Clear Linux OS 38660,Clear Linux OS 38660,Clear Linux OS 38660,Clear Linux OS 38660,Ubuntu 23.04,Ubuntu 23.04,Ubuntu 23.04,Ubuntu 23.04,Ubuntu 23.04,Ubuntu 23.04,Ubuntu 23.04,Ubuntu 23.04 Kernel,,5.14.0-289.el9.x86_64 (x86_64),5.14.0-289.el9.x86_64 (x86_64),5.14.0-289.el9.x86_64 (x86_64),5.14.0-289.el9.x86_64 (x86_64),5.14.0-289.el9.x86_64 (x86_64),5.14.0-289.el9.x86_64 (x86_64),5.14.0-289.el9.x86_64 (x86_64),5.14.0-289.el9.x86_64 (x86_64),6.2.8-1293.native (x86_64),6.2.8-1293.native (x86_64),6.2.8-1293.native (x86_64),6.2.8-1293.native (x86_64),6.2.8-1293.native (x86_64),6.2.8-1293.native (x86_64),6.2.8-1293.native (x86_64),6.2.8-1293.native (x86_64),6.2.0-18-generic (x86_64),6.2.0-18-generic (x86_64),6.2.0-18-generic (x86_64),6.2.0-18-generic (x86_64),6.2.0-18-generic (x86_64),6.2.0-18-generic (x86_64),6.2.0-18-generic (x86_64),6.2.0-18-generic (x86_64) Desktop,,GNOME Shell 40.10,GNOME Shell 40.10,GNOME Shell 40.10,GNOME Shell 40.10,GNOME Shell 40.10,GNOME Shell 40.10,GNOME Shell 40.10,GNOME Shell 40.10,,,,,,,,,,,,,,,, Display Server,,X Server,X Server,X Server,X Server,X Server,X Server,X Server,X Server,X Server,X Server,X Server,X Server,X Server,X Server,X Server,X Server,,,,,,,, Compiler,,GCC 11.3.1 20221121,GCC 11.3.1 20221121,GCC 11.3.1 20221121,GCC 11.3.1 20221121,GCC 11.3.1 20221121,GCC 11.3.1 20221121,GCC 11.3.1 20221121,GCC 11.3.1 20221121,GCC 12.2.1 20230323 releases/gcc-12.2.0-616-g1b6b7f214c + Clang 15.0.7 + LLVM 15.0.7,GCC 12.2.1 20230323 releases/gcc-12.2.0-616-g1b6b7f214c + Clang 15.0.7 + LLVM 15.0.7,GCC 12.2.1 20230323 releases/gcc-12.2.0-616-g1b6b7f214c + Clang 15.0.7 + LLVM 15.0.7,GCC 12.2.1 20230323 releases/gcc-12.2.0-616-g1b6b7f214c + Clang 15.0.7 + LLVM 15.0.7,GCC 12.2.1 20230323 releases/gcc-12.2.0-616-g1b6b7f214c + Clang 15.0.7 + LLVM 15.0.7,GCC 12.2.1 20230323 releases/gcc-12.2.0-616-g1b6b7f214c + Clang 15.0.7 + LLVM 15.0.7,GCC 12.2.1 20230323 releases/gcc-12.2.0-616-g1b6b7f214c + Clang 15.0.7 + LLVM 15.0.7,GCC 12.2.1 20230323 releases/gcc-12.2.0-616-g1b6b7f214c + Clang 15.0.7 + LLVM 15.0.7,GCC 12.2.0,GCC 12.2.0,GCC 12.2.0,GCC 12.2.0,GCC 12.2.0,GCC 12.2.0,GCC 12.2.0,GCC 12.2.0 File-System,,xfs,xfs,xfs,xfs,xfs,xfs,xfs,xfs,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4 Screen Resolution,,1920x1080,1920x1080,1920x1080,1920x1080,1024x768,1920x1080,1920x1080,1920x1080,800x600,800x600,800x600,800x600,800x600,800x600,800x600,800x600,640x480,640x480,640x480,640x480,640x480,640x480,640x480,640x480 ,,"CentOS Stream: 3 Threads","CentOS Stream: 6 Threads","CentOS Stream: 12 Threads","CentOS Stream: 24 Threads","CentOS Stream: 48 Threads","CentOS Stream: 96 Threads","CentOS Stream: 192 Threads","CentOS Stream: 384 Threads","Clear Linux: 3 Threads","Clear Linux: 6 Threads","Clear Linux: 12 Threads","Clear Linux: 24 Threads","Clear Linux: 48 Threads","Clear Linux: 96 Threads","Clear Linux: 192 Threads","Clear Linux: 384 Threads","Ubuntu: 3 Threads","Ubuntu: 6 Threads","Ubuntu: 12 Threads","Ubuntu: 24 Threads","Ubuntu: 48 Threads","Ubuntu: 96 Threads","Ubuntu: 192 Threads","Ubuntu: 384 Threads" "PostgreSQL - Scaling Factor: 1000 - Clients: 1000 - Mode: Read Write (TPS)",HIB,10539,19678,31472,50954,64182,78317,26454,16256,11332,20385,31482,47232,68948,80760,55407,64716,10340,18725,30133,46468,64286,71635,37366,13060 "PostgreSQL - Scaling Factor: 1000 - Clients: 1000 - Mode: Read Write - Average Latency (ms)",LIB,94.888,50.818,31.777,19.627,15.582,12.774,37.820,61.540,88.250,49.059,31.766,21.172,14.505,12.386,18.148,15.453,96.713,53.407,33.191,21.521,15.557,13.969,26.787,76.887 "PostgreSQL - Scaling Factor: 1000 - Clients: 500 - Mode: Read Write (TPS)",HIB,12890,24771,36994,61284,74717,96250,28746,16830,13926,26276,39879,61137,78760,87562,59595,72418,12663,24564,36640,58112,74618,82791,44055,18358 "PostgreSQL - Scaling Factor: 1000 - Clients: 500 - Mode: Read Write - Average Latency (ms)",LIB,38.789,20.186,13.516,8.159,6.692,5.195,18.145,30.049,35.909,19.029,12.539,8.180,6.348,5.710,8.475,6.905,39.484,20.355,13.646,8.604,6.701,6.044,11.392,27.731 "PostgreSQL - Scaling Factor: 1000 - Clients: 800 - Mode: Read Write (TPS)",HIB,11302,21358,33768,53824,66684,79701,25840,15887,12107,21908,34768,51593,73560,82701,60114,67011,10984,20323,31889,49209,66600,75086,39561,14774 "PostgreSQL - Scaling Factor: 1000 - Clients: 800 - Mode: Read Write - Average Latency (ms)",LIB,70.792,37.457,23.693,14.865,11.998,10.055,30.985,50.371,66.080,36.526,23.010,15.507,10.876,9.675,13.429,11.939,72.834,39.376,25.087,16.257,12.012,10.658,20.242,55.055 "RocksDB - Test: Random Read (Op/s)",HIB,20403066,42137890,84427805,169499793,332848949,537372589,1094503861,900584406,25468762,50566622,101456043,198930081,392040947,636548689,1291741570,1133784072,19943960,40764884,81627077,162341689,320801481,515619237,1049417082,865411391 "RocksDB - Test: Read Random Write Random (Op/s)",HIB,651263,1192132,1612972,2418504,3218776,3511115,2021146,1696963,648929,1213406,1694829,2556648,3422543,3652165,2019952,1767185,633748,1155751,1590290,2378895,3139156,3500336,1991727,1685286 "RocksDB - Test: Random Fill (Op/s)",HIB,721160,1065623,817615,1061036,1139439,1165728,480053,464642,800312,1163009,875021,1092205,1271973,1357609,523630,488877,605220,843261,752493,971953,1051056,1075930,510135,314180 "GROMACS - Implementation: MPI CPU - Input: water_GMX50_bare (Ns/Day)",HIB,0.562,0.999,1.894,3.906,6.919,10.198,17.163,17.300,0.577,1.030,1.987,4.079,7.193,10.828,19.355,19.376,0.563,1.009,1.958,4.069,7.176,10.752,19.171,19.181 "MariaDB - Clients: 1024 (Queries/sec)",HIB,265,484,661,899,921,911,655,670,277,500,669,880,934,906,663,676,250,477,663,882,902,893,660,401 "MariaDB - Clients: 2048 (Queries/sec)",HIB,249,406,590,843,879,890,649,651,268,363,614,778,871,848,670,705,241,361,576,762,865,838,652,394 "C-Blosc - Test: blosclz shuffle (MB/s)",HIB,14792.9,19708.9,24969.6,30767.0,33796.5,31702.9,21185.9,16457.7,14864.8,19957.9,24813.7,30906.4,32904.2,30049.0,19541.3,15348.2,13328.5,17521.3,21505.8,25692.7,27676.1,27424.4,19127.7,9395.1 "MariaDB - Clients: 4096 (Queries/sec)",HIB,246,332,482,622,687,809,652,641,264,307,497,541,574,525,652,672,233,291,467,534,583,613,633,421 "C-Blosc - Test: blosclz bitshuffle (MB/s)",HIB,6455.3,9128.2,12396.1,16174.6,19050.3,19518.2,14831.3,12313.2,6726.1,9456.5,12388.2,16925.6,18569.1,20160.1,12893.2,11685.3,6415.4,8641.1,11612.4,15152.6,17567.8,18140.3,12609.3,6412.9 "OpenVKL - Benchmark: vklBenchmark ISPC (Items / Sec)",HIB,48,92,176,325,570,857,1167,1397,48,92,177,326,573,864,1154,1396,47,89,172,319,554,843,1181,1323 "Memcached - Set To Get Ratio: 1:100 (Ops/sec)",HIB,358844.58,1317078.82,1121671.98,1903425.51,3573117.78,4199019.85,3244104.34,4516150.43,731869.93,1460141.39,2418070.75,3753535.61,4227589.88,4533164.72,4723725.63,8688154.17,650716.89,1288233.89,1920890.17,2719316.91,2973804.09,2821736.71,2484140.10,2567921.14 "MariaDB - Clients: 8192 (Queries/sec)",HIB,235,292,371,498,468,529,472,501,258,304,403,464,450,437,538,613,226,275,355,435,436,427,420,409 "Darmstadt Automotive Parallel Heterogeneous Suite - Backend: OpenMP - Kernel: NDT Mapping (Test Cases/min)",HIB,1233.47,1481.19,1651.31,1731.39,1482.69,1072.10,771.87,795.31,1497.72,1693.36,1845.25,1936.46,1625.86,1101.07,872.17,903.84,1084.71,1281.20,1395.86,1416.01,1206.35,969.79,833.09,740.83 "MariaDB - Clients: 512 (Queries/sec)",HIB,474,521,680,925,933,917,660,662,545,546,690,941,948,901,663,677,431,551,672,916,926,915,666,399 "Stress-NG - Test: Semaphores (Bogo Ops/s)",HIB,268428.19,551962.05,1114635.40,2395211.47,4739536.00,9375812.58,10603480.85,15301196.28,274742.51,568067.97,1140550.30,2441085.44,4869808.41,9675139.27,18664446.03,38002306.16,282808.13,589180.58,1046770.34,2289762.68,4787100.13,9519574.13,11914666.32,20128519.15 "Stress-NG - Test: Poll (Bogo Ops/s)",HIB,203451.12,412256.61,840444.99,1707378.11,3412921.89,6814436.88,11725091.25,16120377.39,207642.31,433822.35,855199.57,1741737.99,3427214.56,6738430.40,13429013.79,27368220.78,201946.71,413305.32,824102.78,1707063.23,3433782.23,6823721.99,11298242.94,16420659.20 "Memcached - Set To Get Ratio: 1:10 (Ops/sec)",HIB,354654.65,1294393.09,1138607.91,1960270.42,4217513.09,4615517.07,3439703.70,4300865.46,737199.55,1444643.69,2231958.84,3257852.77,4907076.23,4894915.90,4273958.34,4517240.60,660053.94,1309629.11,1953253.21,2760412.74,3163343.70,3031743.70,2699264.21,2990851.79 "Stress-NG - Test: Context Switching (Bogo Ops/s)",HIB,1303437.33,2564516.70,5146896.97,10148075.56,19693432.12,35547475.70,38482990.77,12939668.98,1598345.83,3157050.10,6465487.69,12990582.76,25991362.22,48227338.57,97933563.12,128197099.80,1100639.43,2176539.44,4327442.48,8385945.83,17368217.54,31409855.42,61320317.87,54503206.17 "Stress-NG - Test: Malloc (Bogo Ops/s)",HIB,682477.15,2071276.46,7917684.86,27908168.13,95360284.03,243965314.83,425991052.68,589782116.15,746208.28,2245686.96,8631852.17,29798829.20,101730074.72,259187800.48,455696317.99,605020044.78,574993.04,1727905.78,6722320.13,24091506.84,87629763.32,228256164.12,401866807.28,542471879.62 "Memcached - Set To Get Ratio: 1:5 (Ops/sec)",HIB,369521.14,1339784.18,1384804.52,2544051.24,3933828.66,3959735.41,2363638.24,2472692.09,756342.52,1525644.94,2036420.91,3318242.60,3988403.90,4000099.84,2591881.06,2621772.86,683116.83,1367211.48,1894719.58,2591646.92,3310892.49,3307947.72,2442072.82,2576632.60 "PostgreSQL - Scaling Factor: 1000 - Clients: 500 - Mode: Read Only - Average Latency (ms)",LIB,3.472,1.736,1.026,0.546,0.368,0.453,0.542,0.519,3.469,1.712,0.958,0.499,0.338,0.456,0.504,0.498,3.768,1.860,1.091,0.565,0.377,0.466,0.587,0.834 "PostgreSQL - Scaling Factor: 1000 - Clients: 500 - Mode: Read Only (TPS)",HIB,144064,288022,487221,917199,1360537,1108869,929511,966712,144145,291994,521778,1003237,1482735,1101748,997079,1011900,132724,268785,458516,885503,1328106,1073616,853041,609896