Java AMD EPYC Tuning Performance Java workload tuning on AMD EPYC Turin. Benchmarks by Michael Larabel for a future article. Stock: Processor: AMD EPYC 9575F 64-Core @ 3.30GHz (64 Cores / 128 Threads), Motherboard: Supermicro Super Server H13SSL-N v1.01 (3.0 BIOS), Chipset: AMD 1Ah, Memory: 12 x 64GB DDR5-6000MT/s Micron MTC40F2046S1RC64BDY QSFF, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS, Graphics: ASPEED, Network: 2 x Broadcom NetXtreme BCM5720 PCIe OS: Ubuntu 24.10, Kernel: 6.12.0-rc7-linux-pm-next-phx (x86_64), Desktop: GNOME Shell 47.0, Display Server: X Server, Compiler: GCC 14.2.0, File-System: ext4, Screen Resolution: 1024x768 Java Throughput: Processor: AMD EPYC 9575F 64-Core @ 3.30GHz (64 Cores / 128 Threads), Motherboard: Supermicro Super Server H13SSL-N v1.01 (3.0 BIOS), Chipset: AMD 1Ah, Memory: 12 x 64GB DDR5-6000MT/s Micron MTC40F2046S1RC64BDY QSFF, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS, Graphics: ASPEED, Network: 2 x Broadcom NetXtreme BCM5720 PCIe OS: Ubuntu 24.10, Kernel: 6.12.0-rc7-linux-pm-next-phx (x86_64), Desktop: GNOME Shell 47.0, Display Server: X Server, Compiler: GCC 14.2.0, File-System: ext4, Screen Resolution: 1024x768 Java Latency: Processor: AMD EPYC 9575F 64-Core @ 3.30GHz (64 Cores / 128 Threads), Motherboard: Supermicro Super Server H13SSL-N v1.01 (3.0 BIOS), Chipset: AMD 1Ah, Memory: 12 x 64GB DDR5-6000MT/s Micron MTC40F2046S1RC64BDY QSFF, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS, Graphics: ASPEED, Network: 2 x Broadcom NetXtreme BCM5720 PCIe OS: Ubuntu 24.10, Kernel: 6.12.0-rc7-linux-pm-next-phx (x86_64), Desktop: GNOME Shell 47.0, Display Server: X Server, Compiler: GCC 14.2.0, File-System: ext4, Screen Resolution: 1024x768 Power Efficiency: Processor: AMD EPYC 9575F 64-Core @ 3.30GHz (64 Cores / 128 Threads), Motherboard: Supermicro Super Server H13SSL-N v1.01 (3.0 BIOS), Chipset: AMD 1Ah, Memory: 12 x 64GB DDR5-6000MT/s Micron MTC40F2046S1RC64BDY QSFF, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS, Graphics: ASPEED, Network: 2 x Broadcom NetXtreme BCM5720 PCIe OS: Ubuntu 24.10, Kernel: 6.12.0-rc7-linux-pm-next-phx (x86_64), Desktop: GNOME Shell 47.0, Display Server: X Server, Compiler: GCC 14.2.0, File-System: ext4, Screen Resolution: 1024x768 DaCapo Benchmark 23.11 Java Test: Eclipse msec < Lower Is Better Stock ............ 6315 |==================================== Java Throughput .. 6343 |==================================== Java Latency ..... 6258 |==================================== Power Efficiency . 9476 |====================================================== DaCapo Benchmark 23.11 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 37 AVG: 105 MAX: 156 Java Throughput .. MIN: 41 AVG: 104 MAX: 151 Java Latency ..... MIN: 46 AVG: 104 MAX: 151 Power Efficiency . MIN: 39 AVG: 76 MAX: 92 DaCapo Benchmark 23.11 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 96 AVG: 204 MAX: 297 Java Throughput .. MIN: 98 AVG: 200 MAX: 264 Java Latency ..... MIN: 97 AVG: 204 MAX: 269 Power Efficiency . MIN: 99 AVG: 166 MAX: 199 DaCapo Benchmark 23.11 Java Test: Avrora AVR Simulation Framework msec < Lower Is Better Stock ............ 2291 |========================================= Java Throughput .. 2259 |======================================== Java Latency ..... 2272 |======================================== Power Efficiency . 3030 |====================================================== DaCapo Benchmark 23.11 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 56 AVG: 87 MAX: 114 Java Throughput .. MIN: 50 AVG: 87 MAX: 115 Java Latency ..... MIN: 56 AVG: 87 MAX: 113 Power Efficiency . MIN: 55 AVG: 68 MAX: 78 DaCapo Benchmark 23.11 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 95 AVG: 165 MAX: 212 Java Throughput .. MIN: 95 AVG: 161 MAX: 214 Java Latency ..... MIN: 95 AVG: 169 MAX: 211 Power Efficiency . MIN: 99 AVG: 143 MAX: 169 DaCapo Benchmark 23.11 Java Test: Batik SVG Toolkit msec < Lower Is Better Stock ............ 925 |================================== Java Throughput .. 925 |================================== Java Latency ..... 933 |================================== Power Efficiency . 1469 |====================================================== DaCapo Benchmark 23.11 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 54 AVG: 76 MAX: 90 Java Throughput .. MIN: 51 AVG: 75 MAX: 98 Java Latency ..... MIN: 53 AVG: 76 MAX: 99 Power Efficiency . MIN: 53 AVG: 65 MAX: 79 DaCapo Benchmark 23.11 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 95 AVG: 143 MAX: 207 Java Throughput .. MIN: 96 AVG: 160 MAX: 261 Java Latency ..... MIN: 95 AVG: 147 MAX: 216 Power Efficiency . MIN: 99 AVG: 144 MAX: 182 DaCapo Benchmark 23.11 Java Test: FOP Print Formatter msec < Lower Is Better Stock ............ 338 |================================= Java Throughput .. 340 |================================= Java Latency ..... 344 |================================== Power Efficiency . 564 |======================================================= DaCapo Benchmark 23.11 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 59 AVG: 79 MAX: 92 Java Throughput .. MIN: 59 AVG: 80 MAX: 92 Java Latency ..... MIN: 59 AVG: 81 MAX: 92 Power Efficiency . MIN: 57 AVG: 64 MAX: 71 DaCapo Benchmark 23.11 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 95 AVG: 132 MAX: 293 Java Throughput .. MIN: 97 AVG: 148 MAX: 286 Java Latency ..... MIN: 95 AVG: 142 MAX: 281 Power Efficiency . MIN: 98 AVG: 139 MAX: 195 DaCapo Benchmark 23.11 Java Test: Apache Tomcat msec < Lower Is Better Stock ............ 1037 |========================================= Java Throughput .. 1069 |========================================== Java Latency ..... 1057 |========================================== Power Efficiency . 1368 |====================================================== DaCapo Benchmark 23.11 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 62 AVG: 148 MAX: 251 Java Throughput .. MIN: 59 AVG: 149 MAX: 246 Java Latency ..... MIN: 89 AVG: 157 MAX: 224 Power Efficiency . MIN: 58 AVG: 87 MAX: 119 DaCapo Benchmark 23.11 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 96 AVG: 261 MAX: 462 Java Throughput .. MIN: 95 AVG: 249 MAX: 417 Java Latency ..... MIN: 96 AVG: 261 MAX: 462 Power Efficiency . MIN: 100 AVG: 169 MAX: 240 DaCapo Benchmark 23.11 Java Test: Apache Xalan XSLT msec < Lower Is Better Stock ............ 737 |========================================== Java Throughput .. 742 |========================================== Java Latency ..... 741 |========================================== Power Efficiency . 975 |======================================================= DaCapo Benchmark 23.11 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 79 AVG: 123 MAX: 156 Java Throughput .. MIN: 5 AVG: 112 MAX: 145 Java Latency ..... MIN: 7 AVG: 117 MAX: 163 Power Efficiency . MIN: 50 AVG: 77 MAX: 98 DaCapo Benchmark 23.11 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 96 AVG: 225 MAX: 403 Java Throughput .. MIN: 95 AVG: 186 MAX: 431 Java Latency ..... MIN: 94 AVG: 226 MAX: 427 Power Efficiency . MIN: 98 AVG: 155 MAX: 219 DaCapo Benchmark 23.11 Java Test: Apache Lucene Search Index msec < Lower Is Better Stock ............ 2246 |=================================== Java Throughput .. 2238 |=================================== Java Latency ..... 2256 |=================================== Power Efficiency . 3444 |====================================================== DaCapo Benchmark 23.11 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 5 AVG: 75 MAX: 105 Java Throughput .. MIN: 16 AVG: 75 MAX: 101 Java Latency ..... MIN: 17 AVG: 73 MAX: 102 Power Efficiency . MIN: 50 AVG: 71 MAX: 83 DaCapo Benchmark 23.11 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 96 AVG: 169 MAX: 222 Java Throughput .. MIN: 96 AVG: 171 MAX: 222 Java Latency ..... MIN: 95 AVG: 164 MAX: 214 Power Efficiency . MIN: 98 AVG: 158 MAX: 188 DaCapo Benchmark 23.11 Java Test: Apache Lucene Search Engine msec < Lower Is Better Stock ............ 4140 |============================================ Java Throughput .. 3959 |========================================== Java Latency ..... 4053 |=========================================== Power Efficiency . 5072 |====================================================== DaCapo Benchmark 23.11 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 12 AVG: 178 MAX: 253 Java Throughput .. MIN: 21 AVG: 186 MAX: 259 Java Latency ..... MIN: 23 AVG: 172 MAX: 256 Power Efficiency . MIN: 22 AVG: 90 MAX: 117 DaCapo Benchmark 23.11 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 96 AVG: 295 MAX: 385 Java Throughput .. MIN: 96 AVG: 293 MAX: 414 Java Latency ..... MIN: 95 AVG: 294 MAX: 384 Power Efficiency . MIN: 102 AVG: 192 MAX: 219 DaCapo Benchmark 23.11 Java Test: H2 Database Engine msec < Lower Is Better Stock ............ 2067 |============================================ Java Throughput .. 2135 |============================================= Java Latency ..... 2062 |============================================ Power Efficiency . 2547 |====================================================== DaCapo Benchmark 23.11 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 29 AVG: 123 MAX: 177 Java Throughput .. MIN: 3 AVG: 119 MAX: 164 Java Latency ..... MIN: 36 AVG: 122 MAX: 164 Power Efficiency . MIN: 25 AVG: 83 MAX: 109 DaCapo Benchmark 23.11 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 96 AVG: 227 MAX: 400 Java Throughput .. MIN: 97 AVG: 230 MAX: 395 Java Latency ..... MIN: 95 AVG: 223 MAX: 399 Power Efficiency . MIN: 100 AVG: 184 MAX: 238 DaCapo Benchmark 23.11 Java Test: Jython msec < Lower Is Better Stock ............ 3764 |========================================== Java Throughput .. 3764 |========================================== Java Latency ..... 3760 |========================================== Power Efficiency . 4889 |====================================================== DaCapo Benchmark 23.11 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 43 AVG: 83 MAX: 114 Java Throughput .. MIN: 12 AVG: 81 MAX: 116 Java Latency ..... MIN: 45 AVG: 83 MAX: 118 Power Efficiency . MIN: 32 AVG: 71 MAX: 85 DaCapo Benchmark 23.11 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 96 AVG: 180 MAX: 259 Java Throughput .. MIN: 96 AVG: 180 MAX: 255 Java Latency ..... MIN: 95 AVG: 165 MAX: 228 Power Efficiency . MIN: 99 AVG: 157 MAX: 185 DaCapo Benchmark 23.11 Java Test: Tradebeans msec < Lower Is Better Stock ............ 5064 |==================================================== Java Throughput .. 4513 |=============================================== Java Latency ..... 4413 |============================================= Power Efficiency . 5240 |====================================================== DaCapo Benchmark 23.11 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 50 AVG: 130 MAX: 168 Java Throughput .. MIN: 16 AVG: 125 MAX: 166 Java Latency ..... MIN: 57 AVG: 127 MAX: 163 Power Efficiency . MIN: 3 AVG: 77 MAX: 94 DaCapo Benchmark 23.11 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 96 AVG: 227 MAX: 307 Java Throughput .. MIN: 96 AVG: 227 MAX: 313 Java Latency ..... MIN: 95 AVG: 222 MAX: 310 Power Efficiency . MIN: 100 AVG: 168 MAX: 209 DaCapo Benchmark 23.11 Java Test: Tradesoap msec < Lower Is Better Stock ............ 3001 |============================================ Java Throughput .. 2741 |========================================= Java Latency ..... 2838 |========================================== Power Efficiency . 3646 |====================================================== DaCapo Benchmark 23.11 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 21 AVG: 130 MAX: 184 Java Throughput .. MIN: 52 AVG: 132 MAX: 189 Java Latency ..... MIN: 17 AVG: 129 MAX: 187 Power Efficiency . MIN: 17 AVG: 80 MAX: 101 DaCapo Benchmark 23.11 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 96 AVG: 226 MAX: 397 Java Throughput .. MIN: 96 AVG: 228 MAX: 379 Java Latency ..... MIN: 95 AVG: 231 MAX: 395 Power Efficiency . MIN: 99 AVG: 170 MAX: 231 DaCapo Benchmark 23.11 Java Test: BioJava Biological Data Framework msec < Lower Is Better Stock ............ 4047 |========================================= Java Throughput .. 4046 |========================================= Java Latency ..... 4025 |========================================= Power Efficiency . 5301 |====================================================== DaCapo Benchmark 23.11 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 27 AVG: 77 MAX: 97 Java Throughput .. MIN: 19 AVG: 77 MAX: 98 Java Latency ..... MIN: 50 AVG: 82 MAX: 100 Power Efficiency . MIN: 1 AVG: 70 MAX: 80 DaCapo Benchmark 23.11 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 97 AVG: 178 MAX: 211 Java Throughput .. MIN: 95 AVG: 164 MAX: 197 Java Latency ..... MIN: 95 AVG: 168 MAX: 212 Power Efficiency . MIN: 99 AVG: 158 MAX: 176 DaCapo Benchmark 23.11 Java Test: GraphChi msec < Lower Is Better Stock ............ 2094 |================================= Java Throughput .. 2179 |================================== Java Latency ..... 2126 |================================= Power Efficiency . 3440 |====================================================== DaCapo Benchmark 23.11 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 49 AVG: 93 MAX: 130 Java Throughput .. MIN: 22 AVG: 88 MAX: 129 Java Latency ..... MIN: 2 AVG: 87 MAX: 124 Power Efficiency . MIN: 9 AVG: 68 MAX: 86 DaCapo Benchmark 23.11 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 96 AVG: 180 MAX: 251 Java Throughput .. MIN: 95 AVG: 179 MAX: 259 Java Latency ..... MIN: 95 AVG: 188 MAX: 271 Power Efficiency . MIN: 99 AVG: 158 MAX: 184 DaCapo Benchmark 23.11 Java Test: jMonkeyEngine msec < Lower Is Better Stock ............ 6793 |====================================================== Java Throughput .. 6793 |====================================================== Java Latency ..... 6793 |====================================================== Power Efficiency . 6853 |====================================================== DaCapo Benchmark 23.11 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 52.4 AVG: 68.0 MAX: 73.0 Java Throughput .. MIN: 24.6 AVG: 63.0 MAX: 73.3 Java Latency ..... MIN: 6.6 AVG: 63.8 MAX: 73.1 Power Efficiency . MIN: 10.4 AVG: 63.3 MAX: 72.6 DaCapo Benchmark 23.11 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 96 AVG: 148 MAX: 168 Java Throughput .. MIN: 93 AVG: 150 MAX: 174 Java Latency ..... MIN: 93 AVG: 148 MAX: 171 Power Efficiency . MIN: 100 AVG: 147 MAX: 160 DaCapo Benchmark 23.11 Java Test: Apache Kafka msec < Lower Is Better Stock ............ 5060 |====================================================== Java Throughput .. 5070 |====================================================== Java Latency ..... 5063 |====================================================== Power Efficiency . 5086 |====================================================== DaCapo Benchmark 23.11 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 65 AVG: 76 MAX: 88 Java Throughput .. MIN: 59 AVG: 77 MAX: 96 Java Latency ..... MIN: 9 AVG: 71 MAX: 102 Power Efficiency . MIN: 12 AVG: 59 MAX: 72 DaCapo Benchmark 23.11 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 96 AVG: 143 MAX: 182 Java Throughput .. MIN: 97 AVG: 142 MAX: 163 Java Latency ..... MIN: 94 AVG: 162 MAX: 249 Power Efficiency . MIN: 98 AVG: 148 MAX: 188 DaCapo Benchmark 23.11 Java Test: Spring Boot msec < Lower Is Better Stock ............ 2641 |=========================================== Java Throughput .. 2636 |=========================================== Java Latency ..... 2661 |=========================================== Power Efficiency . 3311 |====================================================== DaCapo Benchmark 23.11 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 0 AVG: 146 MAX: 219 Java Throughput .. MIN: 79 AVG: 159 MAX: 236 Java Latency ..... MIN: 11 AVG: 150 MAX: 234 Power Efficiency . MIN: 13 AVG: 86 MAX: 111 DaCapo Benchmark 23.11 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 96 AVG: 262 MAX: 383 Java Throughput .. MIN: 95 AVG: 284 MAX: 446 Java Latency ..... MIN: 95 AVG: 258 MAX: 422 Power Efficiency . MIN: 98 AVG: 180 MAX: 227 DaCapo Benchmark 23.11 Java Test: Zxing 1D/2D Barcode Image Processing msec < Lower Is Better Stock ............ 558 |=================================================== Java Throughput .. 543 |================================================== Java Latency ..... 544 |================================================== Power Efficiency . 602 |======================================================= DaCapo Benchmark 23.11 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 7 AVG: 130 MAX: 178 Java Throughput .. MIN: 6 AVG: 133 MAX: 189 Java Latency ..... MIN: 16 AVG: 126 MAX: 169 Power Efficiency . MIN: 15 AVG: 94 MAX: 125 DaCapo Benchmark 23.11 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 96 AVG: 241 MAX: 506 Java Throughput .. MIN: 96 AVG: 219 MAX: 521 Java Latency ..... MIN: 94 AVG: 227 MAX: 505 Power Efficiency . MIN: 100 AVG: 191 MAX: 343 Renaissance 0.16 Test: Apache Spark Bayes ms < Lower Is Better Stock ............ 151.9 |========================================== Java Throughput .. 152.8 |========================================== Java Latency ..... 152.0 |========================================== Power Efficiency . 193.6 |===================================================== Renaissance 0.16 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 12 AVG: 222 MAX: 261 Java Throughput .. MIN: 11 AVG: 231 MAX: 280 Java Latency ..... MIN: 20 AVG: 230 MAX: 284 Power Efficiency . MIN: 49 AVG: 128 MAX: 145 Renaissance 0.16 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 97 AVG: 382 MAX: 440 Java Throughput .. MIN: 95 AVG: 387 MAX: 522 Java Latency ..... MIN: 95 AVG: 390 MAX: 468 Power Efficiency . MIN: 102 AVG: 250 MAX: 285 Renaissance 0.16 Test: Apache Spark PageRank ms < Lower Is Better Stock ............ 2065.3 |=============================================== Java Throughput .. 2101.1 |================================================ Java Latency ..... 2083.5 |================================================ Power Efficiency . 2268.5 |==================================================== Renaissance 0.16 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 3 AVG: 115 MAX: 140 Java Throughput .. MIN: 4 AVG: 115 MAX: 129 Java Latency ..... MIN: 9 AVG: 115 MAX: 131 Power Efficiency . MIN: 7 AVG: 81 MAX: 92 Renaissance 0.16 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 96 AVG: 226 MAX: 282 Java Throughput .. MIN: 97 AVG: 221 MAX: 253 Java Latency ..... MIN: 97 AVG: 222 MAX: 248 Power Efficiency . MIN: 100 AVG: 181 MAX: 196 Renaissance 0.16 Test: Savina Reactors.IO ms < Lower Is Better Stock ............ 5172.1 |=========================== Java Throughput .. 5166.8 |=========================== Java Latency ..... 5081.4 |=========================== Power Efficiency . 9954.2 |==================================================== Renaissance 0.16 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 15 AVG: 109 MAX: 144 Java Throughput .. MIN: 12 AVG: 109 MAX: 150 Java Latency ..... MIN: 54 AVG: 110 MAX: 148 Power Efficiency . MIN: 11 AVG: 77 MAX: 96 Renaissance 0.16 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 96 AVG: 209 MAX: 346 Java Throughput .. MIN: 95 AVG: 211 MAX: 308 Java Latency ..... MIN: 97 AVG: 200 MAX: 343 Power Efficiency . MIN: 99 AVG: 171 MAX: 223 Renaissance 0.16 Test: Akka Unbalanced Cobwebbed Tree ms < Lower Is Better Stock ............ 10860.9 |========================================= Java Throughput .. 10738.8 |======================================== Java Latency ..... 10956.6 |========================================= Power Efficiency . 13573.5 |=================================================== Renaissance 0.16 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 5 AVG: 258 MAX: 298 Java Throughput .. MIN: 2 AVG: 258 MAX: 291 Java Latency ..... MIN: 6 AVG: 255 MAX: 298 Power Efficiency . MIN: 45 AVG: 146 MAX: 167 Renaissance 0.16 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 96 AVG: 420 MAX: 477 Java Throughput .. MIN: 97 AVG: 414 MAX: 469 Java Latency ..... MIN: 96 AVG: 408 MAX: 483 Power Efficiency . MIN: 99 AVG: 266 MAX: 334 Renaissance 0.16 Test: Random Forest ms < Lower Is Better Stock ............ 383.5 |================================== Java Throughput .. 391.8 |================================== Java Latency ..... 382.9 |================================= Power Efficiency . 606.6 |===================================================== Renaissance 0.16 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 5 AVG: 113 MAX: 141 Java Throughput .. MIN: 1 AVG: 113 MAX: 141 Java Latency ..... MIN: 5 AVG: 113 MAX: 142 Power Efficiency . MIN: 8 AVG: 78 MAX: 89 Renaissance 0.16 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 98 AVG: 220 MAX: 264 Java Throughput .. MIN: 95 AVG: 214 MAX: 264 Java Latency ..... MIN: 96 AVG: 217 MAX: 282 Power Efficiency . MIN: 98 AVG: 175 MAX: 196 Renaissance 0.16 Test: In-Memory Database Shootout ms < Lower Is Better Stock ............ 4228.7 |========================================== Java Throughput .. 3851.9 |====================================== Java Latency ..... 3924.3 |======================================= Power Efficiency . 5263.2 |==================================================== Renaissance 0.16 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 11 AVG: 171 MAX: 211 Java Throughput .. MIN: 52 AVG: 162 MAX: 209 Java Latency ..... MIN: 7 AVG: 161 MAX: 214 Power Efficiency . MIN: 9 AVG: 91 MAX: 105 Renaissance 0.16 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 97 AVG: 290 MAX: 391 Java Throughput .. MIN: 95 AVG: 271 MAX: 381 Java Latency ..... MIN: 95 AVG: 277 MAX: 368 Power Efficiency . MIN: 99 AVG: 189 MAX: 224 Renaissance 0.16 Test: Scala Dotty ms < Lower Is Better Stock ............ 448.8 |==================================== Java Throughput .. 458.8 |===================================== Java Latency ..... 457.5 |===================================== Power Efficiency . 655.2 |===================================================== Renaissance 0.16 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 4 AVG: 105 MAX: 174 Java Throughput .. MIN: 5 AVG: 102 MAX: 171 Java Latency ..... MIN: 1 AVG: 104 MAX: 162 Power Efficiency . MIN: 2 AVG: 77 MAX: 101 Renaissance 0.16 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 97 AVG: 205 MAX: 316 Java Throughput .. MIN: 95 AVG: 200 MAX: 302 Java Latency ..... MIN: 94 AVG: 202 MAX: 308 Power Efficiency . MIN: 99 AVG: 172 MAX: 205 Renaissance 0.16 Test: Finagle HTTP Requests ms < Lower Is Better Stock ............ 2713.0 |============================================== Java Throughput .. 2741.8 |=============================================== Java Latency ..... 2792.9 |================================================ Power Efficiency . 3052.3 |==================================================== Renaissance 0.16 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 58 AVG: 358 MAX: 393 Java Throughput .. MIN: 54 AVG: 360 MAX: 394 Java Latency ..... MIN: 7 AVG: 351 MAX: 393 Power Efficiency . MIN: 1 AVG: 252 MAX: 291 Renaissance 0.16 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 96 AVG: 568 MAX: 624 Java Throughput .. MIN: 96 AVG: 563 MAX: 622 Java Latency ..... MIN: 96 AVG: 556 MAX: 621 Power Efficiency . MIN: 100 AVG: 435 MAX: 490 Renaissance 0.16 Test: Genetic Algorithm Using Jenetics + Futures ms < Lower Is Better Stock ............ 894.0 |==================================== Java Throughput .. 777.5 |=============================== Java Latency ..... 903.6 |==================================== Power Efficiency . 1291.7 |==================================================== Renaissance 0.16 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 70 AVG: 129 MAX: 137 Java Throughput .. MIN: 1 AVG: 121 MAX: 134 Java Latency ..... MIN: 8 AVG: 123 MAX: 134 Power Efficiency . MIN: 57 AVG: 80 MAX: 83 Renaissance 0.16 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 98 AVG: 233 MAX: 252 Java Throughput .. MIN: 95 AVG: 222 MAX: 242 Java Latency ..... MIN: 96 AVG: 227 MAX: 245 Power Efficiency . MIN: 101 AVG: 177 MAX: 190 Renaissance 0.16 Test: ALS Movie Lens ms < Lower Is Better Stock ............ 15721.0 |======================================= Java Throughput .. 15592.6 |======================================= Java Latency ..... 15599.6 |======================================= Power Efficiency . 20553.9 |=================================================== Renaissance 0.16 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 4 AVG: 120 MAX: 146 Java Throughput .. MIN: 50 AVG: 122 MAX: 148 Java Latency ..... MIN: 2 AVG: 120 MAX: 147 Power Efficiency . MIN: 2 AVG: 80 MAX: 90 Renaissance 0.16 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 98 AVG: 226 MAX: 257 Java Throughput .. MIN: 96 AVG: 225 MAX: 292 Java Latency ..... MIN: 94 AVG: 226 MAX: 287 Power Efficiency . MIN: 99 AVG: 177 MAX: 190 Renaissance 0.16 Test: Gaussian Mixture Model ms < Lower Is Better Stock ............ 3254.3 |=========================================== Java Throughput .. 3182.4 |========================================== Java Latency ..... 3194.4 |========================================== Power Efficiency . 3925.3 |==================================================== Renaissance 0.16 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 52 AVG: 129 MAX: 150 Java Throughput .. MIN: 3 AVG: 123 MAX: 147 Java Latency ..... MIN: 6 AVG: 126 MAX: 141 Power Efficiency . MIN: 5 AVG: 79 MAX: 87 Renaissance 0.16 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 97 AVG: 234 MAX: 282 Java Throughput .. MIN: 95 AVG: 231 MAX: 267 Java Latency ..... MIN: 96 AVG: 234 MAX: 252 Power Efficiency . MIN: 99 AVG: 181 MAX: 195 Apache Cassandra 5.0 Test: Writes Op/s > Higher Is Better Stock ............ 464753 |================================================= Java Throughput .. 459624 |================================================= Java Latency ..... 491896 |==================================================== Power Efficiency . 356428 |====================================== Apache Cassandra 5.0 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 3 AVG: 300 MAX: 362 Java Throughput .. MIN: 6 AVG: 295 MAX: 356 Java Latency ..... MIN: 1 AVG: 303 MAX: 369 Power Efficiency . MIN: 7 AVG: 160 MAX: 207 Apache Cassandra 5.0 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 103 AVG: 472 MAX: 588 Java Throughput .. MIN: 114 AVG: 466 MAX: 583 Java Latency ..... MIN: 113 AVG: 481 MAX: 591 Power Efficiency . MIN: 101 AVG: 296 MAX: 393 Java JMH Throughput Ops/s > Higher Is Better Stock ............ 312830489306.03 |=========================================== Java Throughput .. 313156984419.28 |=========================================== Java Latency ..... 314639272675.16 |=========================================== Power Efficiency . 315423179604.61 |=========================================== Java JMH CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 2 AVG: 380 MAX: 399 Java Throughput .. MIN: 6 AVG: 381 MAX: 399 Java Latency ..... MIN: 1 AVG: 381 MAX: 402 Power Efficiency . MIN: 7 AVG: 377 MAX: 395 Java JMH System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 99 AVG: 575 MAX: 595 Java Throughput .. MIN: 98 AVG: 573 MAX: 590 Java Latency ..... MIN: 98 AVG: 574 MAX: 592 Power Efficiency . MIN: 101 AVG: 569 MAX: 586 Sunflow Rendering System 0.07.2 Global Illumination + Image Synthesis Seconds < Lower Is Better Stock ............ 0.242 |=================================== Java Throughput .. 0.259 |===================================== Java Latency ..... 0.302 |=========================================== Power Efficiency . 0.370 |===================================================== Sunflow Rendering System 0.07.2 CPU Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 2 AVG: 125 MAX: 149 Java Throughput .. MIN: 6 AVG: 127 MAX: 174 Java Latency ..... MIN: 1 AVG: 122 MAX: 178 Power Efficiency . MIN: 6 AVG: 85 MAX: 115 Sunflow Rendering System 0.07.2 System Power Consumption Monitor Watts < Lower Is Better Stock ............ MIN: 97 AVG: 218 MAX: 479 Java Throughput .. MIN: 98 AVG: 221 MAX: 478 Java Latency ..... MIN: 96 AVG: 220 MAX: 427 Power Efficiency . MIN: 101 AVG: 179 MAX: 289