Java AMD EPYC Tuning Performance

Java workload tuning on AMD EPYC Turin. 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 2411302-NE-JAVAAMDEP26
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Stock
November 29
  1 Hour, 28 Minutes
Java Throughput
November 30
  2 Hours, 10 Minutes
Java Latency
November 30
  1 Hour, 49 Minutes
Power Efficiency
November 30
  2 Hours, 1 Minute
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Java AMD EPYC Tuning PerformanceOpenBenchmarking.orgPhoronix Test SuiteAMD EPYC 9575F 64-Core @ 3.30GHz (64 Cores / 128 Threads)Supermicro Super Server H13SSL-N v1.01 (3.0 BIOS)AMD 1Ah12 x 64GB DDR5-6000MT/s Micron MTC40F2046S1RC64BDY QSFF3201GB Micron_7450_MTFDKCB3T2TFSASPEED2 x Broadcom NetXtreme BCM5720 PCIeUbuntu 24.106.12.0-rc7-linux-pm-next-phx (x86_64)GNOME Shell 47.0X ServerGCC 14.2.0ext41024x768ProcessorMotherboardChipsetMemoryDiskGraphicsNetworkOSKernelDesktopDisplay ServerCompilerFile-SystemScreen ResolutionJava AMD EPYC Tuning Performance BenchmarksSystem Logs- Transparent Huge Pages: madvise- Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xb002116 - OpenJDK Runtime Environment (build 21.0.5+11-Ubuntu-1ubuntu124.10)- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS; IBPB: conditional; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected

StockJava ThroughputJava LatencyPower EfficiencyResult OverviewPhoronix Test Suite100%113%126%140%153%Sunflow Rendering SystemApache CassandraRenaissanceDaCapo BenchmarkJava JMH

Java AMD EPYC Tuning Performancerenaissance: Savina Reactors.IOdacapobench: FOP Print Formatterdacapobench: GraphChidacapobench: Batik SVG Toolkitrenaissance: Rand Forestdacapobench: Eclipsecassandra: Writesrenaissance: In-Memory Database Shootoutdacapobench: Avrora AVR Simulation Frameworkdacapobench: Apache Xalan XSLTdacapobench: Apache Tomcatrenaissance: ALS Movie Lensdacapobench: Apache Lucene Search Enginerenaissance: Apache Spark Bayesrenaissance: Akka Unbalanced Cobwebbed Treedacapobench: Spring Bootdacapobench: H2 Database Enginerenaissance: Gaussian Mixture Modelrenaissance: Finagle HTTP Requestsdacapobench: Zxing 1D/2D Barcode Image Processingrenaissance: Apache Spark PageRankdacapobench: jMonkeyEnginejava-jmh: Throughputdacapobench: Apache Kafkasunflow: Global Illumination + Image Synthesisrenaissance: Genetic Algorithm Using Jenetics + Futuresrenaissance: Scala Dottydacapobench: BioJava Biological Data Frameworkdacapobench: Tradesoapdacapobench: Tradebeansdacapobench: Jythondacapobench: Apache Lucene Search IndexStockJava ThroughputJava LatencyPower Efficiency5172.13382094925383.563154647534228.72291737103715721.04140151.910860.9264120673254.32713.05582065.36793312830489306.0350600.242894.0448.8404730015064376422465166.83402179925391.863434596243851.92259742106915592.63959152.810738.8263621353182.42741.85432101.16793313156984419.2850700.259777.5458.8404627414513376422385081.43442126933382.962584918963924.32272741105715599.64053152.010956.6266120623194.42792.95442083.56793314639272675.1650630.302903.6457.5402528384413376022569954.256434401469606.694763564285263.23030975136820553.95072193.613573.5331125473925.33052.36022268.56853315423179604.6150860.3701291.7655.253013646524048893444OpenBenchmarking.org

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Savina Reactors.IOJava LatencyJava ThroughputStockPower Efficiency2K4K6K8K10KSE +/- 49.91, N = 3SE +/- 37.22, N = 3SE +/- 54.20, N = 5SE +/- 125.38, N = 35081.45166.85172.19954.2MIN: 5006.45 / MAX: 8171.58MIN: 5095.51 / MAX: 7816.47MIN: 4973.43 / MAX: 8208.11MIN: 7679.87 / MAX: 10841.86

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: FOP Print FormatterStockJava ThroughputJava LatencyPower Efficiency120240360480600SE +/- 1.47, N = 10SE +/- 1.32, N = 10SE +/- 2.24, N = 14SE +/- 6.80, N = 15338340344564

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: GraphChiStockJava LatencyJava ThroughputPower Efficiency7001400210028003500SE +/- 8.25, N = 5SE +/- 14.98, N = 5SE +/- 22.52, N = 5SE +/- 23.13, N = 32094212621793440

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Batik SVG ToolkitStockJava ThroughputJava LatencyPower Efficiency30060090012001500SE +/- 3.54, N = 8SE +/- 2.28, N = 8SE +/- 4.52, N = 8SE +/- 23.97, N = 129259259331469

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Random ForestJava LatencyStockJava ThroughputPower Efficiency130260390520650SE +/- 2.98, N = 10SE +/- 4.43, N = 3SE +/- 3.80, N = 15SE +/- 4.36, N = 15382.9383.5391.8606.6MIN: 339.12 / MAX: 447.53MIN: 347.9 / MAX: 457.62MIN: 342.67 / MAX: 493.98MIN: 536.2 / MAX: 741

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: EclipseJava LatencyStockJava ThroughputPower Efficiency2K4K6K8K10KSE +/- 35.23, N = 3SE +/- 38.05, N = 3SE +/- 7.97, N = 3SE +/- 72.63, N = 106258631563439476

Apache Cassandra

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 5.0Test: WritesJava LatencyStockJava ThroughputPower Efficiency110K220K330K440K550KSE +/- 2078.80, N = 3SE +/- 3783.12, N = 3SE +/- 784.82, N = 3SE +/- 5044.93, N = 3491896464753459624356428

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: In-Memory Database ShootoutJava ThroughputJava LatencyStockPower Efficiency11002200330044005500SE +/- 8.42, N = 3SE +/- 19.30, N = 3SE +/- 7.53, N = 3SE +/- 65.42, N = 33851.93924.34228.75263.2MIN: 3402.36 / MAX: 4284.31MIN: 3683.75 / MAX: 4557.34MIN: 4037.24 / MAX: 4846.07MIN: 4666.19 / MAX: 6061.56

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Avrora AVR Simulation FrameworkJava ThroughputJava LatencyStockPower Efficiency7001400210028003500SE +/- 17.33, N = 15SE +/- 14.51, N = 15SE +/- 23.08, N = 6SE +/- 27.41, N = 52259227222913030

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache Xalan XSLTStockJava LatencyJava ThroughputPower Efficiency2004006008001000SE +/- 3.95, N = 10SE +/- 4.42, N = 9SE +/- 4.52, N = 9SE +/- 7.58, N = 8737741742975

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache TomcatStockJava LatencyJava ThroughputPower Efficiency30060090012001500SE +/- 1.76, N = 7SE +/- 3.16, N = 7SE +/- 8.41, N = 7SE +/- 7.83, N = 61037105710691368

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: ALS Movie LensJava ThroughputJava LatencyStockPower Efficiency4K8K12K16K20KSE +/- 85.32, N = 3SE +/- 58.79, N = 3SE +/- 91.51, N = 3SE +/- 133.62, N = 315592.615599.615721.020553.9MIN: 15012.81 / MAX: 15741.43MIN: 15144.58 / MAX: 15795.77MIN: 15022.39 / MAX: 15859.07MIN: 19144.07 / MAX: 20820.8

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache Lucene Search EngineJava ThroughputJava LatencyStockPower Efficiency11002200330044005500SE +/- 44.71, N = 15SE +/- 48.20, N = 4SE +/- 19.75, N = 4SE +/- 61.68, N = 33959405341405072

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Apache Spark BayesStockJava LatencyJava ThroughputPower Efficiency4080120160200SE +/- 0.82, N = 3SE +/- 1.40, N = 15SE +/- 1.64, N = 15SE +/- 1.40, N = 3151.9152.0152.8193.6MIN: 128.87 / MAX: 209.2MIN: 121.4 / MAX: 361.56MIN: 127.3 / MAX: 382.17MIN: 157.46 / MAX: 378.44

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Akka Unbalanced Cobwebbed TreeJava ThroughputStockJava LatencyPower Efficiency3K6K9K12K15KSE +/- 48.01, N = 3SE +/- 79.02, N = 3SE +/- 89.47, N = 3SE +/- 34.93, N = 310738.810860.910956.613573.5MIN: 10253.41 / MAX: 10941.76MIN: 10242.4 / MAX: 11077.04MIN: 10463.34 / MAX: 11370.49MIN: 12956.64 / MAX: 13724.14

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Spring BootJava ThroughputStockJava LatencyPower Efficiency7001400210028003500SE +/- 26.57, N = 6SE +/- 26.53, N = 5SE +/- 27.73, N = 4SE +/- 18.15, N = 42636264126613311

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: H2 Database EngineJava LatencyStockJava ThroughputPower Efficiency5001000150020002500SE +/- 25.05, N = 4SE +/- 22.63, N = 5SE +/- 11.05, N = 3SE +/- 27.68, N = 52062206721352547

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Gaussian Mixture ModelJava ThroughputJava LatencyStockPower Efficiency8001600240032004000SE +/- 9.38, N = 3SE +/- 10.95, N = 3SE +/- 24.37, N = 3SE +/- 30.43, N = 33182.43194.43254.33925.3MIN: 2333.74 / MAX: 3195.1MIN: 2370.4 / MAX: 3212.45MIN: 2372.34 / MAX: 3324.36MIN: 3849.24 / MAX: 4555.85

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Finagle HTTP RequestsStockJava ThroughputJava LatencyPower Efficiency7001400210028003500SE +/- 20.00, N = 3SE +/- 7.56, N = 3SE +/- 20.65, N = 3SE +/- 35.51, N = 32713.02741.82792.93052.3MIN: 1897.78 / MAX: 2748.55MIN: 2037.17 / MAX: 2755.41MIN: 2055.2 / MAX: 2818.67MIN: 2255.4 / MAX: 3115.04

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Zxing 1D/2D Barcode Image ProcessingJava ThroughputJava LatencyStockPower Efficiency130260390520650SE +/- 3.60, N = 14SE +/- 3.12, N = 10SE +/- 4.02, N = 10SE +/- 4.50, N = 15543544558602

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Apache Spark PageRankStockJava LatencyJava ThroughputPower Efficiency5001000150020002500SE +/- 8.00, N = 3SE +/- 18.35, N = 3SE +/- 15.93, N = 3SE +/- 19.39, N = 32065.32083.52101.12268.5MIN: 1460.75 / MAX: 2081.13MIN: 1424.26 / MAX: 2119.52MIN: 1452.23 / MAX: 2117.08MIN: 1959.01 / MAX: 2401.72

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: jMonkeyEngineStockJava ThroughputJava LatencyPower Efficiency15003000450060007500SE +/- 1.00, N = 3SE +/- 1.33, N = 3SE +/- 0.33, N = 3SE +/- 1.15, N = 36793679367936853

Java JMH

This very basic test profile runs the stock benchmark of the Java JMH benchmark via Maven. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/s, More Is BetterJava JMHThroughputPower EfficiencyJava LatencyJava ThroughputStock70000M140000M210000M280000M350000M315423179604.61314639272675.16313156984419.28312830489306.03

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache KafkaStockJava LatencyJava ThroughputPower Efficiency11002200330044005500SE +/- 0.58, N = 3SE +/- 5.84, N = 3SE +/- 5.51, N = 3SE +/- 5.81, N = 35060506350705086

Sunflow Rendering System

MinAvgMaxPower Efficiency100.7178.9288.8Stock97.1217.7478.7Java Latency95.9219.9426.7Java Throughput97.5220.8477.6OpenBenchmarking.orgWatts, Fewer Is BetterSunflow Rendering System 0.07.2System Power Consumption Monitor120240360480600

MinAvgMaxPower Efficiency6.485.5115.3Java Latency0.7122.1177.7Stock2.1125.4148.8Java Throughput5.5127.1173.9OpenBenchmarking.orgWatts, Fewer Is BetterSunflow Rendering System 0.07.2CPU Power Consumption Monitor50100150200250

OpenBenchmarking.orgSeconds, Fewer Is BetterSunflow Rendering System 0.07.2Global Illumination + Image SynthesisStockJava ThroughputJava LatencyPower Efficiency0.08330.16660.24990.33320.4165SE +/- 0.003, N = 15SE +/- 0.005, N = 15SE +/- 0.003, N = 15SE +/- 0.007, N = 150.2420.2590.3020.370MIN: 0.14 / MAX: 0.67MIN: 0.15 / MAX: 0.66MIN: 0.18 / MAX: 0.63MIN: 0.21 / MAX: 1.01

Renaissance

MinAvgMaxPower Efficiency100.6177.4189.6Java Throughput94.6221.8242.1Java Latency96.0227.2244.8Stock98.4232.6252.2OpenBenchmarking.orgWatts, Fewer Is BetterRenaissance 0.16System Power Consumption Monitor70140210280350

MinAvgMaxPower Efficiency56.879.983.0Java Throughput0.9120.6133.7Java Latency8.1123.0134.3Stock70.1129.3137.5OpenBenchmarking.orgWatts, Fewer Is BetterRenaissance 0.16CPU Power Consumption Monitor4080120160200

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Genetic Algorithm Using Jenetics + FuturesJava ThroughputStockJava LatencyPower Efficiency30060090012001500SE +/- 14.03, N = 15SE +/- 8.09, N = 3SE +/- 5.33, N = 3SE +/- 14.18, N = 3777.5894.0903.61291.7MIN: 667.17 / MAX: 1033.21MIN: 841.31 / MAX: 918.73MIN: 765.31 / MAX: 912.11MIN: 1207.53 / MAX: 1390.99

MinAvgMaxPower Efficiency98.5172.0205.4Java Throughput94.6199.8302.3Java Latency94.1202.1307.5Stock97.4204.6315.8OpenBenchmarking.orgWatts, Fewer Is BetterRenaissance 0.16System Power Consumption Monitor80160240320400

MinAvgMaxPower Efficiency1.677.1101.1Java Throughput4.6102.2170.7Java Latency0.7103.9162.1Stock3.5104.9174.4OpenBenchmarking.orgWatts, Fewer Is BetterRenaissance 0.16CPU Power Consumption Monitor50100150200250

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Scala DottyStockJava LatencyJava ThroughputPower Efficiency140280420560700SE +/- 8.07, N = 15SE +/- 4.40, N = 15SE +/- 6.53, N = 15SE +/- 20.51, N = 12448.8457.5458.8655.2MIN: 353.63 / MAX: 587.33MIN: 349.58 / MAX: 587.42MIN: 336.82 / MAX: 624.11MIN: 430.6 / MAX: 1104.36

DaCapo Benchmark

MinAvgMaxPower Efficiency99.2158.2175.9Java Throughput95.3164.4197.2Java Latency94.5167.6212.0Stock97.1178.0211.0OpenBenchmarking.orgWatts, Fewer Is BetterDaCapo Benchmark 23.11System Power Consumption Monitor60120180240300

MinAvgMaxPower Efficiency1.370.079.9Stock26.677.096.7Java Throughput19.377.098.0Java Latency50.282.199.5OpenBenchmarking.orgWatts, Fewer Is BetterDaCapo Benchmark 23.11CPU Power Consumption Monitor20406080100

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: BioJava Biological Data FrameworkJava LatencyJava ThroughputStockPower Efficiency11002200330044005500SE +/- 14.73, N = 4SE +/- 12.85, N = 4SE +/- 7.35, N = 4SE +/- 84.18, N = 154025404640475301

MinAvgMaxPower Efficiency98.6170.3230.6Stock96.4225.8396.7Java Throughput95.6228.3379.2Java Latency95.1230.9394.6OpenBenchmarking.orgWatts, Fewer Is BetterDaCapo Benchmark 23.11System Power Consumption Monitor110220330440550

MinAvgMaxPower Efficiency16.980.0100.9Java Latency17.2129.0187.1Stock20.6129.8184.4Java Throughput52.2132.1188.9OpenBenchmarking.orgWatts, Fewer Is BetterDaCapo Benchmark 23.11CPU Power Consumption Monitor50100150200250

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: TradesoapJava ThroughputJava LatencyStockPower Efficiency8001600240032004000SE +/- 42.48, N = 15SE +/- 25.31, N = 15SE +/- 26.56, N = 4SE +/- 26.21, N = 152741283830013646

MinAvgMaxPower Efficiency99.6167.6209.1Java Latency95.4222.3310.3Stock96.1226.6307.1Java Throughput95.9226.8313.3OpenBenchmarking.orgWatts, Fewer Is BetterDaCapo Benchmark 23.11System Power Consumption Monitor80160240320400

MinAvgMaxPower Efficiency2.777.394.1Java Throughput16.0124.9165.6Java Latency57.0127.3163.3Stock49.7129.6168.4OpenBenchmarking.orgWatts, Fewer Is BetterDaCapo Benchmark 23.11CPU Power Consumption Monitor50100150200250

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: TradebeansJava LatencyJava ThroughputStockPower Efficiency11002200330044005500SE +/- 134.49, N = 12SE +/- 94.53, N = 15SE +/- 96.06, N = 15SE +/- 55.56, N = 154413451350645240

MinAvgMaxPower Efficiency98.7157.3185.0Java Latency94.9164.7227.5Java Throughput95.7179.5255.2Stock96.1180.0258.5OpenBenchmarking.orgWatts, Fewer Is BetterDaCapo Benchmark 23.11System Power Consumption Monitor70140210280350

MinAvgMaxPower Efficiency31.971.284.8Java Throughput11.780.7115.9Java Latency45.482.8118.0Stock43.382.9114.3OpenBenchmarking.orgWatts, Fewer Is BetterDaCapo Benchmark 23.11CPU Power Consumption Monitor4080120160200

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: JythonJava LatencyStockJava ThroughputPower Efficiency10002000300040005000SE +/- 13.83, N = 4SE +/- 3.22, N = 4SE +/- 7.80, N = 4SE +/- 92.77, N = 123760376437644889

MinAvgMaxPower Efficiency98.3157.8187.5Java Latency94.6163.8214.0Stock95.8169.0222.0Java Throughput95.7170.9221.6OpenBenchmarking.orgWatts, Fewer Is BetterDaCapo Benchmark 23.11System Power Consumption Monitor60120180240300

MinAvgMaxPower Efficiency49.770.882.8Java Latency17.573.3102.4Stock5.074.9104.8Java Throughput15.675.0101.1OpenBenchmarking.orgWatts, Fewer Is BetterDaCapo Benchmark 23.11CPU Power Consumption Monitor20406080100

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache Lucene Search IndexJava ThroughputStockJava LatencyPower Efficiency7001400210028003500SE +/- 15.06, N = 3SE +/- 18.03, N = 3SE +/- 1.53, N = 3SE +/- 68.10, N = 152238224622563444