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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  1 Hour, 52 Minutes

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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.IOPower EfficiencyJava LatencyJava ThroughputStock2K4K6K8K10KSE +/- 125.38, N = 3SE +/- 49.91, N = 3SE +/- 37.22, N = 3SE +/- 54.20, N = 59954.25081.45166.85172.1MIN: 7679.87 / MAX: 10841.86MIN: 5006.45 / MAX: 8171.58MIN: 5095.51 / MAX: 7816.47MIN: 4973.43 / MAX: 8208.11

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 FormatterPower EfficiencyJava LatencyJava ThroughputStock120240360480600SE +/- 6.80, N = 15SE +/- 2.24, N = 14SE +/- 1.32, N = 10SE +/- 1.47, N = 10564344340338

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: GraphChiPower EfficiencyJava LatencyJava ThroughputStock7001400210028003500SE +/- 23.13, N = 3SE +/- 14.98, N = 5SE +/- 22.52, N = 5SE +/- 8.25, N = 53440212621792094

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Batik SVG ToolkitPower EfficiencyJava LatencyJava ThroughputStock30060090012001500SE +/- 23.97, N = 12SE +/- 4.52, N = 8SE +/- 2.28, N = 8SE +/- 3.54, N = 81469933925925

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Random ForestPower EfficiencyJava LatencyJava ThroughputStock130260390520650SE +/- 4.36, N = 15SE +/- 2.98, N = 10SE +/- 3.80, N = 15SE +/- 4.43, N = 3606.6382.9391.8383.5MIN: 536.2 / MAX: 741MIN: 339.12 / MAX: 447.53MIN: 342.67 / MAX: 493.98MIN: 347.9 / MAX: 457.62

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: EclipsePower EfficiencyJava LatencyJava ThroughputStock2K4K6K8K10KSE +/- 72.63, N = 10SE +/- 35.23, N = 3SE +/- 7.97, N = 3SE +/- 38.05, N = 39476625863436315

Apache Cassandra

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 5.0Test: WritesPower EfficiencyJava LatencyJava ThroughputStock110K220K330K440K550KSE +/- 5044.93, N = 3SE +/- 2078.80, N = 3SE +/- 784.82, N = 3SE +/- 3783.12, N = 3356428491896459624464753

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: In-Memory Database ShootoutPower EfficiencyJava LatencyJava ThroughputStock11002200330044005500SE +/- 65.42, N = 3SE +/- 19.30, N = 3SE +/- 8.42, N = 3SE +/- 7.53, N = 35263.23924.33851.94228.7MIN: 4666.19 / MAX: 6061.56MIN: 3683.75 / MAX: 4557.34MIN: 3402.36 / MAX: 4284.31MIN: 4037.24 / MAX: 4846.07

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 FrameworkPower EfficiencyJava LatencyJava ThroughputStock7001400210028003500SE +/- 27.41, N = 5SE +/- 14.51, N = 15SE +/- 17.33, N = 15SE +/- 23.08, N = 63030227222592291

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache Xalan XSLTPower EfficiencyJava LatencyJava ThroughputStock2004006008001000SE +/- 7.58, N = 8SE +/- 4.42, N = 9SE +/- 4.52, N = 9SE +/- 3.95, N = 10975741742737

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache TomcatPower EfficiencyJava LatencyJava ThroughputStock30060090012001500SE +/- 7.83, N = 6SE +/- 3.16, N = 7SE +/- 8.41, N = 7SE +/- 1.76, N = 71368105710691037

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: ALS Movie LensPower EfficiencyJava LatencyJava ThroughputStock4K8K12K16K20KSE +/- 133.62, N = 3SE +/- 58.79, N = 3SE +/- 85.32, N = 3SE +/- 91.51, N = 320553.915599.615592.615721.0MIN: 19144.07 / MAX: 20820.8MIN: 15144.58 / MAX: 15795.77MIN: 15012.81 / MAX: 15741.43MIN: 15022.39 / MAX: 15859.07

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 EnginePower EfficiencyJava LatencyJava ThroughputStock11002200330044005500SE +/- 61.68, N = 3SE +/- 48.20, N = 4SE +/- 44.71, N = 15SE +/- 19.75, N = 45072405339594140

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Apache Spark BayesPower EfficiencyJava LatencyJava ThroughputStock4080120160200SE +/- 1.40, N = 3SE +/- 1.40, N = 15SE +/- 1.64, N = 15SE +/- 0.82, N = 3193.6152.0152.8151.9MIN: 157.46 / MAX: 378.44MIN: 121.4 / MAX: 361.56MIN: 127.3 / MAX: 382.17MIN: 128.87 / MAX: 209.2

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Akka Unbalanced Cobwebbed TreePower EfficiencyJava LatencyJava ThroughputStock3K6K9K12K15KSE +/- 34.93, N = 3SE +/- 89.47, N = 3SE +/- 48.01, N = 3SE +/- 79.02, N = 313573.510956.610738.810860.9MIN: 12956.64 / MAX: 13724.14MIN: 10463.34 / MAX: 11370.49MIN: 10253.41 / MAX: 10941.76MIN: 10242.4 / MAX: 11077.04

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: Spring BootPower EfficiencyJava LatencyJava ThroughputStock7001400210028003500SE +/- 18.15, N = 4SE +/- 27.73, N = 4SE +/- 26.57, N = 6SE +/- 26.53, N = 53311266126362641

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: H2 Database EnginePower EfficiencyJava LatencyJava ThroughputStock5001000150020002500SE +/- 27.68, N = 5SE +/- 25.05, N = 4SE +/- 11.05, N = 3SE +/- 22.63, N = 52547206221352067

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Gaussian Mixture ModelPower EfficiencyJava LatencyJava ThroughputStock8001600240032004000SE +/- 30.43, N = 3SE +/- 10.95, N = 3SE +/- 9.38, N = 3SE +/- 24.37, N = 33925.33194.43182.43254.3MIN: 3849.24 / MAX: 4555.85MIN: 2370.4 / MAX: 3212.45MIN: 2333.74 / MAX: 3195.1MIN: 2372.34 / MAX: 3324.36

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Finagle HTTP RequestsPower EfficiencyJava LatencyJava ThroughputStock7001400210028003500SE +/- 35.51, N = 3SE +/- 20.65, N = 3SE +/- 7.56, N = 3SE +/- 20.00, N = 33052.32792.92741.82713.0MIN: 2255.4 / MAX: 3115.04MIN: 2055.2 / MAX: 2818.67MIN: 2037.17 / MAX: 2755.41MIN: 1897.78 / MAX: 2748.55

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 ProcessingPower EfficiencyJava LatencyJava ThroughputStock130260390520650SE +/- 4.50, N = 15SE +/- 3.12, N = 10SE +/- 3.60, N = 14SE +/- 4.02, N = 10602544543558

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Apache Spark PageRankPower EfficiencyJava LatencyJava ThroughputStock5001000150020002500SE +/- 19.39, N = 3SE +/- 18.35, N = 3SE +/- 15.93, N = 3SE +/- 8.00, N = 32268.52083.52101.12065.3MIN: 1959.01 / MAX: 2401.72MIN: 1424.26 / MAX: 2119.52MIN: 1452.23 / MAX: 2117.08MIN: 1460.75 / MAX: 2081.13

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: jMonkeyEnginePower EfficiencyJava LatencyJava ThroughputStock15003000450060007500SE +/- 1.15, N = 3SE +/- 0.33, N = 3SE +/- 1.33, N = 3SE +/- 1.00, N = 36853679367936793

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 KafkaPower EfficiencyJava LatencyJava ThroughputStock11002200330044005500SE +/- 5.81, N = 3SE +/- 5.84, N = 3SE +/- 5.51, N = 3SE +/- 0.58, N = 35086506350705060

Sunflow Rendering System

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

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

OpenBenchmarking.orgSeconds, Fewer Is BetterSunflow Rendering System 0.07.2Global Illumination + Image SynthesisPower EfficiencyJava LatencyJava ThroughputStock0.08330.16660.24990.33320.4165SE +/- 0.007, N = 15SE +/- 0.003, N = 15SE +/- 0.005, N = 15SE +/- 0.003, N = 150.3700.3020.2590.242MIN: 0.21 / MAX: 1.01MIN: 0.18 / MAX: 0.63MIN: 0.15 / MAX: 0.66MIN: 0.14 / MAX: 0.67

Renaissance

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

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

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Genetic Algorithm Using Jenetics + FuturesPower EfficiencyJava LatencyJava ThroughputStock30060090012001500SE +/- 14.18, N = 3SE +/- 5.33, N = 3SE +/- 14.03, N = 15SE +/- 8.09, N = 31291.7903.6777.5894.0MIN: 1207.53 / MAX: 1390.99MIN: 765.31 / MAX: 912.11MIN: 667.17 / MAX: 1033.21MIN: 841.31 / MAX: 918.73

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

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

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.16Test: Scala DottyPower EfficiencyJava LatencyJava ThroughputStock140280420560700SE +/- 20.51, N = 12SE +/- 4.40, N = 15SE +/- 6.53, N = 15SE +/- 8.07, N = 15655.2457.5458.8448.8MIN: 430.6 / MAX: 1104.36MIN: 349.58 / MAX: 587.42MIN: 336.82 / MAX: 624.11MIN: 353.63 / MAX: 587.33

DaCapo Benchmark

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

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

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: BioJava Biological Data FrameworkPower EfficiencyJava LatencyJava ThroughputStock11002200330044005500SE +/- 84.18, N = 15SE +/- 14.73, N = 4SE +/- 12.85, N = 4SE +/- 7.35, N = 45301402540464047

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

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

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: TradesoapPower EfficiencyJava LatencyJava ThroughputStock8001600240032004000SE +/- 26.21, N = 15SE +/- 25.31, N = 15SE +/- 42.48, N = 15SE +/- 26.56, N = 43646283827413001

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

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

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: TradebeansPower EfficiencyJava LatencyJava ThroughputStock11002200330044005500SE +/- 55.56, N = 15SE +/- 134.49, N = 12SE +/- 94.53, N = 15SE +/- 96.06, N = 155240441345135064

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

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: JythonPower EfficiencyJava LatencyJava ThroughputStock10002000300040005000SE +/- 92.77, N = 12SE +/- 13.83, N = 4SE +/- 7.80, N = 4SE +/- 3.22, N = 44889376037643764

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

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

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache Lucene Search IndexPower EfficiencyJava LatencyJava ThroughputStock7001400210028003500SE +/- 68.10, N = 15SE +/- 1.53, N = 3SE +/- 15.06, N = 3SE +/- 18.03, N = 33444225622382246