alicloud_ecs.g8y.4xlarge_3.0ghz

vm-other testing on AlibabaCloud 3 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2312124-NE-ALICLOUDE36.

alicloud_ecs.g8y.4xlarge_3.0ghzProcessorMotherboardChipsetMemoryDiskGraphicsNetworkOSKernelCompilerFile-SystemScreen ResolutionSystem Layeralicloud_ecs.g8y.4xlarge_3.0ghzARMv8 Neoverse-N2 @ 3.00GHz (16 Cores)Alibaba Cloud ECS (1.0.0 BIOS)Red Hat QEMU PCIe4 x 16 GB RAM107GB Alibaba Cloud Elastic Block Storagebochs-drmdrmfbRed Hat Virtio deviceAlibabaCloud 35.10.134-15.al8.aarch64 (aarch64) 20230720GCC 10.2.1 20200825ext41024x768vm-otherOpenBenchmarking.org- nvme_core.io_timeout=4294967295 nvme_core.admin_timeout=4294967295 - Transparent Huge Pages: always - --build=aarch64-redhat-linux --disable-libunwind-exceptions --disable-multilib --enable-__cxa_atexit --enable-bootstrap --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu - Scaling Governor: cppc_cpufreq performance (Boost: Disabled)- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of CSV2 BHB + srbds: Not affected + tsx_async_abort: Not affected

alicloud_ecs.g8y.4xlarge_3.0ghzstream: Copystream: Scalestream: Triadstream: Addcachebench: Readcachebench: Writecachebench: Read / Modify / Writegmpbench: Total Timecompress-zstd: 3 - Compression Speedcompress-zstd: 3 - Decompression Speedcompress-zstd: 8 - Compression Speedcompress-zstd: 8 - Decompression Speedcompress-zstd: 12 - Compression Speedcompress-zstd: 12 - Decompression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 3, Long Mode - Compression Speedcompress-zstd: 3, Long Mode - Decompression Speedcompress-zstd: 8, Long Mode - Compression Speedcompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19, Long Mode - Decompression Speedcompress-lz4: 1 - Compression Speedcompress-lz4: 1 - Decompression Speedcompress-lz4: 3 - Compression Speedcompress-lz4: 3 - Decompression Speedcompress-lz4: 9 - Compression Speedcompress-lz4: 9 - Decompression Speedopenssl: SHA256openssl: SHA512openssl: RSA4096openssl: RSA4096openssl: ChaCha20openssl: AES-128-GCMopenssl: AES-256-GCMopenssl: ChaCha20-Poly1305botan: KASUMIbotan: KASUMI - Decryptbotan: AES-256botan: AES-256 - Decryptbotan: Twofishbotan: Twofish - Decryptbotan: Blowfishbotan: Blowfish - Decryptbotan: CAST-256botan: CAST-256 - Decryptbotan: ChaCha20Poly1305botan: ChaCha20Poly1305 - Decryptx264: Bosphorus 4Kx264: Bosphorus 1080px265: Bosphorus 4Kx265: Bosphorus 1080ppyperformance: gopyperformance: 2to3pyperformance: chaospyperformance: floatpyperformance: nbodypyperformance: pathlibpyperformance: raytracepyperformance: json_loadspyperformance: crypto_pyaespyperformance: regex_compilepyperformance: python_startuppyperformance: django_templatepyperformance: pickle_pure_pythoncpp-perf-bench: Atolcpp-perf-bench: Ctypecpp-perf-bench: Math Librarycpp-perf-bench: Rand Numberscpp-perf-bench: Stepanov Vectorcpp-perf-bench: Function Objectscpp-perf-bench: Stepanov Abstractiongraphics-magick: Swirlgraphics-magick: Rotategraphics-magick: Sharpengraphics-magick: Enhancedgraphics-magick: Resizinggraphics-magick: Noise-Gaussiangraphics-magick: HWB Color Spacesmallpt: Global Illumination Renderer; 128 Samplesstockfish: Total Timec-ray: Total Time - 4K, 16 Rays Per Pixelscimark2: Compositescimark2: Monte Carloscimark2: Fast Fourier Transformscimark2: Sparse Matrix Multiplyscimark2: Dense LU Matrix Factorizationscimark2: Jacobi Successive Over-Relaxationrenaissance: Scala Dottyrenaissance: Rand Forestrenaissance: ALS Movie Lensrenaissance: Apache Spark ALSrenaissance: Apache Spark Bayesrenaissance: Savina Reactors.IOrenaissance: Apache Spark PageRankrenaissance: Finagle HTTP Requestsrenaissance: In-Memory Database Shootoutrenaissance: Akka Unbalanced Cobwebbed Treerenaissance: Genetic Algorithm Using Jenetics + Futuresdacapobench: Jythondacapobench: GraphChidacapobench: Spring Bootdacapobench: Apache Kafkadacapobench: jMonkeyEnginedacapobench: Apache Xalan XSLTdacapobench: Batik SVG Toolkitdacapobench: FOP Print Formatterdacapobench: PMD Source Code Analyzerdacapobench: Avrora AVR Simulation Frameworkdacapobench: Zxing 1D/2D Barcode Image Processingdacapobench: H2O In-Memory Platform For Machine Learningblogbench: Readblogbench: Writenginx: 20nginx: 100nginx: 200nginx: 500nginx: 1000memtier-benchmark: Redis - 50 - 1:1memtier-benchmark: Redis - 50 - 1:5memtier-benchmark: Redis - 50 - 5:1memtier-benchmark: Redis - 100 - 1:1memtier-benchmark: Redis - 100 - 1:5memtier-benchmark: Redis - 100 - 5:1memtier-benchmark: Redis - 50 - 10:1memtier-benchmark: Redis - 50 - 1:10memtier-benchmark: Redis - 500 - 1:1memtier-benchmark: Redis - 500 - 1:5memtier-benchmark: Redis - 500 - 5:1memtier-benchmark: Redis - 100 - 10:1memtier-benchmark: Redis - 100 - 1:10memtier-benchmark: Redis - 500 - 10:1memtier-benchmark: Redis - 500 - 1:10cassandra: Writescassandra: Mixed 1:1cassandra: Mixed 1:3tjbench: Decompression Throughputvvenc: Bosphorus 4K - Fastvvenc: Bosphorus 4K - Fastervvenc: Bosphorus 1080p - Fastvvenc: Bosphorus 1080p - Fasterncnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU - shufflenet-v2ncnn: CPU - efficientnet-b0ncnn: CPU - blazefacencnn: CPU - googlenetncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPU - yolov4-tinyncnn: CPU - squeezenet_ssdncnn: CPU - regnety_400mncnn: CPU - vision_transformerncnn: CPU - FastestDetncnn: CPU - mnasnetncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - googlenetncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - regnety_400mncnn: Vulkan GPU - vision_transformerncnn: Vulkan GPU - FastestDetncnn: Vulkan GPU - mnasnetspark: 1000000 - 100 - SHA-512 Benchmark Timespark: 1000000 - 100 - Calculate Pi Benchmarkspark: 1000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 100 - Group By Test Timespark: 1000000 - 100 - Repartition Test Timespark: 1000000 - 100 - Inner Join Test Timespark: 1000000 - 100 - Broadcast Inner Join Test Timespark: 1000000 - 500 - SHA-512 Benchmark Timespark: 1000000 - 500 - Calculate Pi Benchmarkspark: 1000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 500 - Group By Test Timespark: 1000000 - 500 - Repartition Test Timespark: 1000000 - 500 - Inner Join Test Timespark: 1000000 - 500 - Broadcast Inner Join Test Timespark: 1000000 - 1000 - SHA-512 Benchmark Timespark: 1000000 - 1000 - Calculate Pi Benchmarkspark: 1000000 - 1000 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 1000 - Group By Test Timespark: 1000000 - 1000 - Repartition Test Timespark: 1000000 - 1000 - Inner Join Test Timespark: 1000000 - 1000 - Broadcast Inner Join Test Timespark: 1000000 - 2000 - SHA-512 Benchmark Timespark: 1000000 - 2000 - Calculate Pi Benchmarkspark: 1000000 - 2000 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 2000 - Group By Test Timespark: 1000000 - 2000 - Repartition Test Timespark: 1000000 - 2000 - Inner Join Test Timespark: 1000000 - 2000 - Broadcast Inner Join Test Timespark: 10000000 - 100 - SHA-512 Benchmark Timespark: 10000000 - 100 - Calculate Pi Benchmarkspark: 10000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 100 - Group By Test Timespark: 10000000 - 100 - Repartition Test Timespark: 10000000 - 100 - Inner Join Test Timespark: 10000000 - 100 - Broadcast Inner Join Test Timespark: 10000000 - 500 - SHA-512 Benchmark Timespark: 10000000 - 500 - Calculate Pi Benchmarkspark: 10000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 500 - Group By Test Timespark: 10000000 - 500 - Repartition Test Timespark: 10000000 - 500 - Inner Join Test Timespark: 10000000 - 500 - Broadcast Inner Join Test Timespark: 20000000 - 100 - SHA-512 Benchmark Timespark: 20000000 - 100 - Calculate Pi Benchmarkspark: 20000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 20000000 - 100 - Group By Test Timespark: 20000000 - 100 - Repartition Test Timespark: 20000000 - 100 - Inner Join Test Timespark: 20000000 - 100 - Broadcast Inner Join Test Timespark: 20000000 - 500 - SHA-512 Benchmark Timespark: 20000000 - 500 - Calculate Pi Benchmarkspark: 20000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 20000000 - 500 - Group By Test Timespark: 20000000 - 500 - Repartition Test Timespark: 20000000 - 500 - Inner Join Test Timespark: 20000000 - 500 - Broadcast Inner Join Test Timespark: 40000000 - 100 - SHA-512 Benchmark Timespark: 40000000 - 100 - Calculate Pi Benchmarkspark: 40000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 40000000 - 100 - Group By Test Timespark: 40000000 - 100 - Repartition Test Timespark: 40000000 - 100 - Inner Join Test Timespark: 40000000 - 100 - Broadcast Inner Join Test Timespark: 40000000 - 500 - SHA-512 Benchmark Timespark: 40000000 - 500 - Calculate Pi Benchmarkspark: 40000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 40000000 - 500 - Group By Test Timespark: 40000000 - 500 - Repartition Test Timespark: 40000000 - 500 - Inner Join Test Timespark: 40000000 - 500 - Broadcast Inner Join Test Timespark: 10000000 - 1000 - SHA-512 Benchmark Timespark: 10000000 - 1000 - Calculate Pi Benchmarkspark: 10000000 - 1000 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 1000 - Group By Test Timespark: 10000000 - 1000 - Repartition Test Timespark: 10000000 - 1000 - Inner Join Test Timespark: 10000000 - 1000 - Broadcast Inner Join Test Timespark: 10000000 - 2000 - SHA-512 Benchmark Timespark: 10000000 - 2000 - Calculate Pi Benchmarkspark: 10000000 - 2000 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 2000 - Group By Test Timespark: 10000000 - 2000 - Repartition Test Timespark: 10000000 - 2000 - Inner Join Test Timespark: 10000000 - 2000 - Broadcast Inner Join Test Timespark: 20000000 - 1000 - SHA-512 Benchmark Timespark: 20000000 - 1000 - Calculate Pi Benchmarkspark: 20000000 - 1000 - Calculate Pi Benchmark Using Dataframespark: 20000000 - 1000 - Group By Test Timespark: 20000000 - 1000 - Repartition Test Timespark: 20000000 - 1000 - Inner Join Test Timespark: 20000000 - 1000 - Broadcast Inner Join Test Timespark: 20000000 - 2000 - SHA-512 Benchmark Timespark: 20000000 - 2000 - Calculate Pi Benchmarkspark: 20000000 - 2000 - Calculate Pi Benchmark Using Dataframespark: 20000000 - 2000 - Group By Test Timespark: 20000000 - 2000 - Repartition Test Timespark: 20000000 - 2000 - Inner Join Test Timespark: 20000000 - 2000 - Broadcast Inner Join Test Timespark: 40000000 - 1000 - SHA-512 Benchmark Timespark: 40000000 - 1000 - Calculate Pi Benchmarkspark: 40000000 - 1000 - Calculate Pi Benchmark Using Dataframespark: 40000000 - 1000 - Group By Test Timespark: 40000000 - 1000 - Repartition Test Timespark: 40000000 - 1000 - Inner Join Test Timespark: 40000000 - 1000 - Broadcast Inner Join Test Timespark: 40000000 - 2000 - SHA-512 Benchmark Timespark: 40000000 - 2000 - Calculate Pi Benchmarkspark: 40000000 - 2000 - Calculate Pi Benchmark Using Dataframespark: 40000000 - 2000 - Group By Test Timespark: 40000000 - 2000 - Repartition Test Timespark: 40000000 - 2000 - Inner Join Test Timespark: 40000000 - 2000 - Broadcast Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz116433.9114368.9114432.1114487.811416.67063222610.44254844890.9330284400.91954.91140.5561.61175.0171.61079.814.3938.31144.11183.8642.01193.87.94985.412066.8313141.651.8311064.349.0111144.01454238122391715679502814.1196113.02785121139064559773560549915070931745544215072.59869.8654800.6994771.785266.668272.481320.544319.023122.826122.851387.480383.70127.98110.828.4428.9931237713414614721.464830.713720511.584.562056.31626.022337.8841099.06268.81612.22128.107713932237311197239718547.3262494317944.900633.23143.11362.31635.26747.961277.541563.1830.07039.91549.11227.611798.64159.27985.84118.811705.72160.7529342834022540068809522196774203437741111317938733261058458920.8875146.3077438.7274134.6468146.961778557.051854779.551540436.021601751.441732670.561550135.361508313.241739847.621628489.751781450.711609876.161482847.191641304.211663576.641614840.13463943729234794149.0740073.0266.42710.41922.5196.491.901.671.532.891.034.3710.972.582.566.549.085.205.6196.881.951.686.491.921.651.512.871.034.3810.952.592.596.459.035.155.4897.431.991.674.34146.69066982917.804.631.552.742.034.61147.05277640117.835.051.662.862.234.86146.56875957817.785.311.843.142.364.94146.85706933217.775.672.254.112.6818.58146.7817.858.5716.5810.719.7118.09146.0017.808.8316.349.8310.0133.93146.17973725717.8316.5324.4722.6919.5530.89146.4317.8115.5522.8817.6916.6257.21146.2917.7629.8633.2537.4033.2054.94146.69881404617.8526.7039.9937.8133.9718.60147.8317.818.7215.9913.159.9418.77146.3817.799.0516.0411.3210.0730.62146.6117.8016.2523.7319.5917.4631.61146.2317.7915.9222.9419.9718.7852.95146.7717.8326.7839.5238.9834.8553.90146.1717.8226.9340.3638.1836.44OpenBenchmarking.org

Stream

Type: Copy

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Copyalicloud_ecs.g8y.4xlarge_3.0ghz20K40K60K80K100KSE +/- 842.20, N = 5116433.91. (CC) gcc options: -O3 -march=native -fopenmp

Stream

Type: Scale

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Scalealicloud_ecs.g8y.4xlarge_3.0ghz20K40K60K80K100KSE +/- 604.83, N = 5114368.91. (CC) gcc options: -O3 -march=native -fopenmp

Stream

Type: Triad

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Triadalicloud_ecs.g8y.4xlarge_3.0ghz20K40K60K80K100KSE +/- 564.80, N = 5114432.11. (CC) gcc options: -O3 -march=native -fopenmp

Stream

Type: Add

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: Addalicloud_ecs.g8y.4xlarge_3.0ghz20K40K60K80K100KSE +/- 368.51, N = 5114487.81. (CC) gcc options: -O3 -march=native -fopenmp

CacheBench

Test: Read

OpenBenchmarking.orgMB/s, More Is BetterCacheBenchTest: Readalicloud_ecs.g8y.4xlarge_3.0ghz2K4K6K8K10KSE +/- 1.23, N = 311416.67MIN: 11413.06 / MAX: 114191. (CC) gcc options: -lrt

CacheBench

Test: Write

OpenBenchmarking.orgMB/s, More Is BetterCacheBenchTest: Writealicloud_ecs.g8y.4xlarge_3.0ghz5K10K15K20K25KSE +/- 1.37, N = 322610.44MIN: 22265.41 / MAX: 22806.671. (CC) gcc options: -lrt

CacheBench

Test: Read / Modify / Write

OpenBenchmarking.orgMB/s, More Is BetterCacheBenchTest: Read / Modify / Writealicloud_ecs.g8y.4xlarge_3.0ghz10K20K30K40K50KSE +/- 14.09, N = 344890.93MIN: 43693.1 / MAX: 45428.711. (CC) gcc options: -lrt

GNU GMP GMPbench

Total Time

OpenBenchmarking.orgGMPbench Score, More Is BetterGNU GMP GMPbench 6.2.1Total Timealicloud_ecs.g8y.4xlarge_3.0ghz90018002700360045004400.91. (CC) gcc options: -O3 -fomit-frame-pointer -lm

Zstd Compression

Compression Level: 3 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 3 - Compression Speedalicloud_ecs.g8y.4xlarge_3.0ghz400800120016002000SE +/- 20.78, N = 31954.91. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 3 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 3 - Decompression Speedalicloud_ecs.g8y.4xlarge_3.0ghz2004006008001000SE +/- 2.68, N = 31140.51. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 8 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8 - Compression Speedalicloud_ecs.g8y.4xlarge_3.0ghz120240360480600SE +/- 1.19, N = 3561.61. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 8 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8 - Decompression Speedalicloud_ecs.g8y.4xlarge_3.0ghz30060090012001500SE +/- 1.45, N = 31175.01. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 12 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Compression Speedalicloud_ecs.g8y.4xlarge_3.0ghz4080120160200SE +/- 0.12, N = 3171.61. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 12 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Decompression Speedalicloud_ecs.g8y.4xlarge_3.0ghz2004006008001000SE +/- 12.11, N = 31079.81. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Compression Speedalicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.03, N = 314.31. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Decompression Speedalicloud_ecs.g8y.4xlarge_3.0ghz2004006008001000SE +/- 14.15, N = 3938.31. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 3, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 3, Long Mode - Compression Speedalicloud_ecs.g8y.4xlarge_3.0ghz2004006008001000SE +/- 5.89, N = 31144.11. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 3, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 3, Long Mode - Decompression Speedalicloud_ecs.g8y.4xlarge_3.0ghz30060090012001500SE +/- 0.78, N = 31183.81. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 8, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8, Long Mode - Compression Speedalicloud_ecs.g8y.4xlarge_3.0ghz140280420560700SE +/- 0.49, N = 3642.01. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 8, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 8, Long Mode - Decompression Speedalicloud_ecs.g8y.4xlarge_3.0ghz30060090012001500SE +/- 1.05, N = 31193.81. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Compression Speedalicloud_ecs.g8y.4xlarge_3.0ghz246810SE +/- 0.03, N = 37.941. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Decompression Speedalicloud_ecs.g8y.4xlarge_3.0ghz2004006008001000SE +/- 6.02, N = 3985.41. (CC) gcc options: -O3 -pthread -lz -llzma

LZ4 Compression

Compression Level: 1 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Compression Speedalicloud_ecs.g8y.4xlarge_3.0ghz3K6K9K12K15KSE +/- 100.16, N = 312066.831. (CC) gcc options: -O3

LZ4 Compression

Compression Level: 1 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Decompression Speedalicloud_ecs.g8y.4xlarge_3.0ghz3K6K9K12K15KSE +/- 82.58, N = 313141.61. (CC) gcc options: -O3

LZ4 Compression

Compression Level: 3 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression Speedalicloud_ecs.g8y.4xlarge_3.0ghz1224364860SE +/- 0.20, N = 351.831. (CC) gcc options: -O3

LZ4 Compression

Compression Level: 3 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Decompression Speedalicloud_ecs.g8y.4xlarge_3.0ghz2K4K6K8K10KSE +/- 85.06, N = 311064.31. (CC) gcc options: -O3

LZ4 Compression

Compression Level: 9 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression Speedalicloud_ecs.g8y.4xlarge_3.0ghz1122334455SE +/- 0.32, N = 1449.011. (CC) gcc options: -O3

LZ4 Compression

Compression Level: 9 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Decompression Speedalicloud_ecs.g8y.4xlarge_3.0ghz2K4K6K8K10KSE +/- 30.59, N = 1411144.01. (CC) gcc options: -O3

OpenSSL

Algorithm: SHA256

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA256alicloud_ecs.g8y.4xlarge_3.0ghz3000M6000M9000M12000M15000MSE +/- 16769573.61, N = 3145423812231. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: SHA512

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA512alicloud_ecs.g8y.4xlarge_3.0ghz2000M4000M6000M8000M10000MSE +/- 4341076.60, N = 391715679501. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: RSA4096

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096alicloud_ecs.g8y.4xlarge_3.0ghz6001200180024003000SE +/- 0.20, N = 32814.11. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: RSA4096

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096alicloud_ecs.g8y.4xlarge_3.0ghz40K80K120K160K200KSE +/- 43.77, N = 3196113.01. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: ChaCha20

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20alicloud_ecs.g8y.4xlarge_3.0ghz6000M12000M18000M24000M30000MSE +/- 967441.26, N = 3278512113901. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: AES-128-GCM

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-128-GCMalicloud_ecs.g8y.4xlarge_3.0ghz14000M28000M42000M56000M70000MSE +/- 452913.62, N = 3645597735601. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: AES-256-GCM

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-256-GCMalicloud_ecs.g8y.4xlarge_3.0ghz12000M24000M36000M48000M60000MSE +/- 9114434.33, N = 3549915070931. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: ChaCha20-Poly1305

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20-Poly1305alicloud_ecs.g8y.4xlarge_3.0ghz4000M8000M12000M16000M20000MSE +/- 414416.06, N = 3174554421501. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

Botan

Test: KASUMI

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: KASUMIalicloud_ecs.g8y.4xlarge_3.0ghz1632486480SE +/- 0.02, N = 372.601. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

Botan

Test: KASUMI - Decrypt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: KASUMI - Decryptalicloud_ecs.g8y.4xlarge_3.0ghz1632486480SE +/- 0.02, N = 369.871. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

Botan

Test: AES-256

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: AES-256alicloud_ecs.g8y.4xlarge_3.0ghz10002000300040005000SE +/- 8.12, N = 34800.701. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

Botan

Test: AES-256 - Decrypt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: AES-256 - Decryptalicloud_ecs.g8y.4xlarge_3.0ghz10002000300040005000SE +/- 25.05, N = 34771.791. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

Botan

Test: Twofish

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Twofishalicloud_ecs.g8y.4xlarge_3.0ghz60120180240300SE +/- 0.13, N = 3266.671. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

Botan

Test: Twofish - Decrypt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Twofish - Decryptalicloud_ecs.g8y.4xlarge_3.0ghz60120180240300SE +/- 0.09, N = 3272.481. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

Botan

Test: Blowfish

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Blowfishalicloud_ecs.g8y.4xlarge_3.0ghz70140210280350SE +/- 0.14, N = 3320.541. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

Botan

Test: Blowfish - Decrypt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Blowfish - Decryptalicloud_ecs.g8y.4xlarge_3.0ghz70140210280350SE +/- 0.05, N = 3319.021. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

Botan

Test: CAST-256

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: CAST-256alicloud_ecs.g8y.4xlarge_3.0ghz306090120150SE +/- 0.02, N = 3122.831. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

Botan

Test: CAST-256 - Decrypt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: CAST-256 - Decryptalicloud_ecs.g8y.4xlarge_3.0ghz306090120150SE +/- 0.02, N = 3122.851. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

Botan

Test: ChaCha20Poly1305

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: ChaCha20Poly1305alicloud_ecs.g8y.4xlarge_3.0ghz80160240320400SE +/- 1.37, N = 3387.481. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

Botan

Test: ChaCha20Poly1305 - Decrypt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: ChaCha20Poly1305 - Decryptalicloud_ecs.g8y.4xlarge_3.0ghz80160240320400SE +/- 0.43, N = 3383.701. (CXX) g++ options: -fstack-protector -pthread -lbotan-2 -ldl -lrt

x264

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2022-02-22Video Input: Bosphorus 4Kalicloud_ecs.g8y.4xlarge_3.0ghz714212835SE +/- 0.03, N = 327.981. (CC) gcc options: -ldl -lm -lpthread -O3 -flto

x264

Video Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2022-02-22Video Input: Bosphorus 1080palicloud_ecs.g8y.4xlarge_3.0ghz20406080100SE +/- 0.09, N = 3110.821. (CC) gcc options: -ldl -lm -lpthread -O3 -flto

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4Kalicloud_ecs.g8y.4xlarge_3.0ghz246810SE +/- 0.09, N = 58.441. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

x265

Video Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080palicloud_ecs.g8y.4xlarge_3.0ghz714212835SE +/- 0.01, N = 328.991. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goalicloud_ecs.g8y.4xlarge_3.0ghz70140210280350312

PyPerformance

Benchmark: 2to3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3alicloud_ecs.g8y.4xlarge_3.0ghz80160240320400377

PyPerformance

Benchmark: chaos

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosalicloud_ecs.g8y.4xlarge_3.0ghz306090120150134

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatalicloud_ecs.g8y.4xlarge_3.0ghz306090120150146

PyPerformance

Benchmark: nbody

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyalicloud_ecs.g8y.4xlarge_3.0ghz306090120150147

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibalicloud_ecs.g8y.4xlarge_3.0ghz510152025SE +/- 0.06, N = 321.4

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytracealicloud_ecs.g8y.4xlarge_3.0ghz140280420560700SE +/- 0.88, N = 3648

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsalicloud_ecs.g8y.4xlarge_3.0ghz714212835SE +/- 0.00, N = 330.7

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesalicloud_ecs.g8y.4xlarge_3.0ghz306090120150137

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compilealicloud_ecs.g8y.4xlarge_3.0ghz4080120160200205

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupalicloud_ecs.g8y.4xlarge_3.0ghz3691215SE +/- 0.03, N = 311.5

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templatealicloud_ecs.g8y.4xlarge_3.0ghz20406080100SE +/- 0.03, N = 384.5

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonalicloud_ecs.g8y.4xlarge_3.0ghz130260390520650SE +/- 0.67, N = 3620

CppPerformanceBenchmarks

Test: Atol

OpenBenchmarking.orgSeconds, Fewer Is BetterCppPerformanceBenchmarks 9Test: Atolalicloud_ecs.g8y.4xlarge_3.0ghz1326395265SE +/- 0.01, N = 356.321. (CXX) g++ options: -std=c++11 -O3

CppPerformanceBenchmarks

Test: Ctype

OpenBenchmarking.orgSeconds, Fewer Is BetterCppPerformanceBenchmarks 9Test: Ctypealicloud_ecs.g8y.4xlarge_3.0ghz612182430SE +/- 0.02, N = 326.021. (CXX) g++ options: -std=c++11 -O3

CppPerformanceBenchmarks

Test: Math Library

OpenBenchmarking.orgSeconds, Fewer Is BetterCppPerformanceBenchmarks 9Test: Math Libraryalicloud_ecs.g8y.4xlarge_3.0ghz70140210280350SE +/- 0.11, N = 3337.881. (CXX) g++ options: -std=c++11 -O3

CppPerformanceBenchmarks

Test: Random Numbers

OpenBenchmarking.orgSeconds, Fewer Is BetterCppPerformanceBenchmarks 9Test: Random Numbersalicloud_ecs.g8y.4xlarge_3.0ghz2004006008001000SE +/- 0.17, N = 31099.061. (CXX) g++ options: -std=c++11 -O3

CppPerformanceBenchmarks

Test: Stepanov Vector

OpenBenchmarking.orgSeconds, Fewer Is BetterCppPerformanceBenchmarks 9Test: Stepanov Vectoralicloud_ecs.g8y.4xlarge_3.0ghz1530456075SE +/- 0.01, N = 368.821. (CXX) g++ options: -std=c++11 -O3

CppPerformanceBenchmarks

Test: Function Objects

OpenBenchmarking.orgSeconds, Fewer Is BetterCppPerformanceBenchmarks 9Test: Function Objectsalicloud_ecs.g8y.4xlarge_3.0ghz3691215SE +/- 0.01, N = 312.221. (CXX) g++ options: -std=c++11 -O3

CppPerformanceBenchmarks

Test: Stepanov Abstraction

OpenBenchmarking.orgSeconds, Fewer Is BetterCppPerformanceBenchmarks 9Test: Stepanov Abstractionalicloud_ecs.g8y.4xlarge_3.0ghz714212835SE +/- 0.02, N = 328.111. (CXX) g++ options: -std=c++11 -O3

GraphicsMagick

Operation: Swirl

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: Swirlalicloud_ecs.g8y.4xlarge_3.0ghz150300450600750SE +/- 1.00, N = 37131. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lXext -lSM -lICE -lX11 -llzma -lz -lzstd -lm -lpthread

GraphicsMagick

Operation: Rotate

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: Rotatealicloud_ecs.g8y.4xlarge_3.0ghz2004006008001000SE +/- 1.00, N = 39321. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lXext -lSM -lICE -lX11 -llzma -lz -lzstd -lm -lpthread

GraphicsMagick

Operation: Sharpen

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: Sharpenalicloud_ecs.g8y.4xlarge_3.0ghz501001502002502371. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lXext -lSM -lICE -lX11 -llzma -lz -lzstd -lm -lpthread

GraphicsMagick

Operation: Enhanced

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: Enhancedalicloud_ecs.g8y.4xlarge_3.0ghz701402102803503111. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lXext -lSM -lICE -lX11 -llzma -lz -lzstd -lm -lpthread

GraphicsMagick

Operation: Resizing

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: Resizingalicloud_ecs.g8y.4xlarge_3.0ghz400800120016002000SE +/- 0.58, N = 319721. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lXext -lSM -lICE -lX11 -llzma -lz -lzstd -lm -lpthread

GraphicsMagick

Operation: Noise-Gaussian

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: Noise-Gaussianalicloud_ecs.g8y.4xlarge_3.0ghz901802703604503971. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lXext -lSM -lICE -lX11 -llzma -lz -lzstd -lm -lpthread

GraphicsMagick

Operation: HWB Color Space

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: HWB Color Spacealicloud_ecs.g8y.4xlarge_3.0ghz400800120016002000SE +/- 6.57, N = 318541. (CC) gcc options: -fopenmp -O2 -pthread -ljpeg -lXext -lSM -lICE -lX11 -llzma -lz -lzstd -lm -lpthread

Smallpt

Global Illumination Renderer; 128 Samples

OpenBenchmarking.orgSeconds, Fewer Is BetterSmallpt 1.0Global Illumination Renderer; 128 Samplesalicloud_ecs.g8y.4xlarge_3.0ghz246810SE +/- 0.003, N = 37.3261. (CXX) g++ options: -fopenmp -O3

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 15Total Timealicloud_ecs.g8y.4xlarge_3.0ghz5M10M15M20M25MSE +/- 260570.02, N = 15249431791. (CXX) g++ options: -lgcov -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -flto -flto=jobserver

C-Ray

Total Time - 4K, 16 Rays Per Pixel

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 1.1Total Time - 4K, 16 Rays Per Pixelalicloud_ecs.g8y.4xlarge_3.0ghz1020304050SE +/- 0.04, N = 344.901. (CC) gcc options: -lm -lpthread -O3

SciMark

Computational Test: Composite

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Compositealicloud_ecs.g8y.4xlarge_3.0ghz140280420560700SE +/- 0.35, N = 3633.231. (CC) gcc options: -lm

SciMark

Computational Test: Monte Carlo

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Monte Carloalicloud_ecs.g8y.4xlarge_3.0ghz306090120150SE +/- 0.61, N = 3143.111. (CC) gcc options: -lm

SciMark

Computational Test: Fast Fourier Transform

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Fast Fourier Transformalicloud_ecs.g8y.4xlarge_3.0ghz80160240320400SE +/- 0.39, N = 3362.311. (CC) gcc options: -lm

SciMark

Computational Test: Sparse Matrix Multiply

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Sparse Matrix Multiplyalicloud_ecs.g8y.4xlarge_3.0ghz140280420560700SE +/- 1.13, N = 3635.261. (CC) gcc options: -lm

SciMark

Computational Test: Dense LU Matrix Factorization

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Dense LU Matrix Factorizationalicloud_ecs.g8y.4xlarge_3.0ghz160320480640800SE +/- 0.28, N = 3747.961. (CC) gcc options: -lm

SciMark

Computational Test: Jacobi Successive Over-Relaxation

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Jacobi Successive Over-Relaxationalicloud_ecs.g8y.4xlarge_3.0ghz30060090012001500SE +/- 0.33, N = 31277.541. (CC) gcc options: -lm

Renaissance

Test: Scala Dotty

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Scala Dottyalicloud_ecs.g8y.4xlarge_3.0ghz30060090012001500SE +/- 22.81, N = 151563.1MIN: 1239.65 / MAX: 2248.28

Renaissance

Test: Random Forest

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random Forestalicloud_ecs.g8y.4xlarge_3.0ghz2004006008001000SE +/- 1.19, N = 3830.0MIN: 777.53 / MAX: 952.01

Renaissance

Test: ALS Movie Lens

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: ALS Movie Lensalicloud_ecs.g8y.4xlarge_3.0ghz15003000450060007500SE +/- 23.07, N = 37039.9MIN: 6998.06 / MAX: 7705.98

Renaissance

Test: Apache Spark ALS

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark ALSalicloud_ecs.g8y.4xlarge_3.0ghz30060090012001500SE +/- 3.53, N = 31549.1MIN: 1442.21 / MAX: 1708.38

Renaissance

Test: Apache Spark Bayes

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark Bayesalicloud_ecs.g8y.4xlarge_3.0ghz30060090012001500SE +/- 16.69, N = 31227.6MIN: 848.3 / MAX: 1258.01

Renaissance

Test: Savina Reactors.IO

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Savina Reactors.IOalicloud_ecs.g8y.4xlarge_3.0ghz3K6K9K12K15KSE +/- 281.33, N = 911798.6MIN: 10887.28 / MAX: 22381.15

Renaissance

Test: Apache Spark PageRank

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark PageRankalicloud_ecs.g8y.4xlarge_3.0ghz9001800270036004500SE +/- 35.12, N = 124159.2MIN: 3739.94 / MAX: 4344.93

Renaissance

Test: Finagle HTTP Requests

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Finagle HTTP Requestsalicloud_ecs.g8y.4xlarge_3.0ghz2K4K6K8K10KSE +/- 46.19, N = 37985.8MIN: 7678.21 / MAX: 8245.5

Renaissance

Test: In-Memory Database Shootout

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: In-Memory Database Shootoutalicloud_ecs.g8y.4xlarge_3.0ghz9001800270036004500SE +/- 48.00, N = 154118.8MIN: 3433.21 / MAX: 4473.52

Renaissance

Test: Akka Unbalanced Cobwebbed Tree

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Akka Unbalanced Cobwebbed Treealicloud_ecs.g8y.4xlarge_3.0ghz3K6K9K12K15KSE +/- 90.52, N = 311705.7MIN: 8668.17 / MAX: 11816.65

Renaissance

Test: Genetic Algorithm Using Jenetics + Futures

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Genetic Algorithm Using Jenetics + Futuresalicloud_ecs.g8y.4xlarge_3.0ghz5001000150020002500SE +/- 20.34, N = 32160.7MIN: 2125.5 / MAX: 2216.6

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Jythonalicloud_ecs.g8y.4xlarge_3.0ghz11002200330044005500SE +/- 10.27, N = 35293

DaCapo Benchmark

Java Test: GraphChi

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: GraphChialicloud_ecs.g8y.4xlarge_3.0ghz9001800270036004500SE +/- 40.15, N = 34283

DaCapo Benchmark

Java Test: Spring Boot

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Spring Bootalicloud_ecs.g8y.4xlarge_3.0ghz9001800270036004500SE +/- 36.43, N = 34022

DaCapo Benchmark

Java Test: Apache Kafka

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache Kafkaalicloud_ecs.g8y.4xlarge_3.0ghz12002400360048006000SE +/- 7.22, N = 35400

DaCapo Benchmark

Java Test: jMonkeyEngine

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: jMonkeyEnginealicloud_ecs.g8y.4xlarge_3.0ghz15003000450060007500SE +/- 1.20, N = 36880

DaCapo Benchmark

Java Test: Apache Xalan XSLT

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache Xalan XSLTalicloud_ecs.g8y.4xlarge_3.0ghz2004006008001000SE +/- 8.65, N = 3952

DaCapo Benchmark

Java Test: Batik SVG Toolkit

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Batik SVG Toolkitalicloud_ecs.g8y.4xlarge_3.0ghz5001000150020002500SE +/- 9.77, N = 32196

DaCapo Benchmark

Java Test: FOP Print Formatter

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: FOP Print Formatteralicloud_ecs.g8y.4xlarge_3.0ghz170340510680850SE +/- 3.38, N = 3774

DaCapo Benchmark

Java Test: PMD Source Code Analyzer

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: PMD Source Code Analyzeralicloud_ecs.g8y.4xlarge_3.0ghz400800120016002000SE +/- 25.83, N = 152034

DaCapo Benchmark

Java Test: Avrora AVR Simulation Framework

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Avrora AVR Simulation Frameworkalicloud_ecs.g8y.4xlarge_3.0ghz8001600240032004000SE +/- 20.26, N = 33774

DaCapo Benchmark

Java Test: Zxing 1D/2D Barcode Image Processing

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Zxing 1D/2D Barcode Image Processingalicloud_ecs.g8y.4xlarge_3.0ghz2004006008001000SE +/- 2.91, N = 31111

DaCapo Benchmark

Java Test: H2O In-Memory Platform For Machine Learning

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: H2O In-Memory Platform For Machine Learningalicloud_ecs.g8y.4xlarge_3.0ghz7001400210028003500SE +/- 33.41, N = 33179

BlogBench

Test: Read

OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.1Test: Readalicloud_ecs.g8y.4xlarge_3.0ghz800K1600K2400K3200K4000KSE +/- 71923.99, N = 938733261. (CC) gcc options: -O2 -pthread

BlogBench

Test: Write

OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.1Test: Writealicloud_ecs.g8y.4xlarge_3.0ghz2K4K6K8K10KSE +/- 172.02, N = 3105841. (CC) gcc options: -O2 -pthread

nginx

Connections: 20

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 20alicloud_ecs.g8y.4xlarge_3.0ghz13K26K39K52K65KSE +/- 80.64, N = 358920.881. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

nginx

Connections: 100

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 100alicloud_ecs.g8y.4xlarge_3.0ghz16K32K48K64K80KSE +/- 90.01, N = 375146.301. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

nginx

Connections: 200

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 200alicloud_ecs.g8y.4xlarge_3.0ghz17K34K51K68K85KSE +/- 38.10, N = 377438.721. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

nginx

Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 500alicloud_ecs.g8y.4xlarge_3.0ghz16K32K48K64K80KSE +/- 150.73, N = 374134.641. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

nginx

Connections: 1000

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 1000alicloud_ecs.g8y.4xlarge_3.0ghz15K30K45K60K75KSE +/- 203.46, N = 368146.961. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

Redis 7.0.12 + memtier_benchmark

Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:1

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:1alicloud_ecs.g8y.4xlarge_3.0ghz400K800K1200K1600K2000KSE +/- 22134.35, N = 31778557.051. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Redis 7.0.12 + memtier_benchmark

Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:5

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:5alicloud_ecs.g8y.4xlarge_3.0ghz400K800K1200K1600K2000KSE +/- 26422.60, N = 31854779.551. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Redis 7.0.12 + memtier_benchmark

Protocol: Redis - Clients: 50 - Set To Get Ratio: 5:1

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 50 - Set To Get Ratio: 5:1alicloud_ecs.g8y.4xlarge_3.0ghz300K600K900K1200K1500KSE +/- 13467.92, N = 31540436.021. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Redis 7.0.12 + memtier_benchmark

Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:1

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:1alicloud_ecs.g8y.4xlarge_3.0ghz300K600K900K1200K1500KSE +/- 20689.09, N = 31601751.441. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Redis 7.0.12 + memtier_benchmark

Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:5

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:5alicloud_ecs.g8y.4xlarge_3.0ghz400K800K1200K1600K2000KSE +/- 16193.97, N = 71732670.561. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Redis 7.0.12 + memtier_benchmark

Protocol: Redis - Clients: 100 - Set To Get Ratio: 5:1

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 100 - Set To Get Ratio: 5:1alicloud_ecs.g8y.4xlarge_3.0ghz300K600K900K1200K1500KSE +/- 9525.44, N = 31550135.361. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Redis 7.0.12 + memtier_benchmark

Protocol: Redis - Clients: 50 - Set To Get Ratio: 10:1

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 50 - Set To Get Ratio: 10:1alicloud_ecs.g8y.4xlarge_3.0ghz300K600K900K1200K1500KSE +/- 8666.96, N = 31508313.241. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Redis 7.0.12 + memtier_benchmark

Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:10

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:10alicloud_ecs.g8y.4xlarge_3.0ghz400K800K1200K1600K2000KSE +/- 6649.12, N = 31739847.621. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Redis 7.0.12 + memtier_benchmark

Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:1

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:1alicloud_ecs.g8y.4xlarge_3.0ghz300K600K900K1200K1500KSE +/- 12804.79, N = 31628489.751. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Redis 7.0.12 + memtier_benchmark

Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:5

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:5alicloud_ecs.g8y.4xlarge_3.0ghz400K800K1200K1600K2000KSE +/- 17230.01, N = 151781450.711. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Redis 7.0.12 + memtier_benchmark

Protocol: Redis - Clients: 500 - Set To Get Ratio: 5:1

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 500 - Set To Get Ratio: 5:1alicloud_ecs.g8y.4xlarge_3.0ghz300K600K900K1200K1500KSE +/- 19926.78, N = 151609876.161. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Redis 7.0.12 + memtier_benchmark

Protocol: Redis - Clients: 100 - Set To Get Ratio: 10:1

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 100 - Set To Get Ratio: 10:1alicloud_ecs.g8y.4xlarge_3.0ghz300K600K900K1200K1500KSE +/- 5037.07, N = 31482847.191. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Redis 7.0.12 + memtier_benchmark

Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:10

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:10alicloud_ecs.g8y.4xlarge_3.0ghz400K800K1200K1600K2000KSE +/- 22426.69, N = 31641304.211. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Redis 7.0.12 + memtier_benchmark

Protocol: Redis - Clients: 500 - Set To Get Ratio: 10:1

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 500 - Set To Get Ratio: 10:1alicloud_ecs.g8y.4xlarge_3.0ghz400K800K1200K1600K2000KSE +/- 38363.72, N = 151663576.641. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Redis 7.0.12 + memtier_benchmark

Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:10

OpenBenchmarking.orgOps/sec, More Is BetterRedis 7.0.12 + memtier_benchmark 2.0Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:10alicloud_ecs.g8y.4xlarge_3.0ghz300K600K900K1200K1500KSE +/- 7851.97, N = 31614840.131. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Apache Cassandra

Test: Writes

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.1.3Test: Writesalicloud_ecs.g8y.4xlarge_3.0ghz10K20K30K40K50KSE +/- 515.65, N = 446394

Apache Cassandra

Test: Mixed 1:1

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.1.3Test: Mixed 1:1alicloud_ecs.g8y.4xlarge_3.0ghz8K16K24K32K40KSE +/- 519.45, N = 337292

Apache Cassandra

Test: Mixed 1:3

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.1.3Test: Mixed 1:3alicloud_ecs.g8y.4xlarge_3.0ghz7K14K21K28K35KSE +/- 445.32, N = 1234794

libjpeg-turbo tjbench

Test: Decompression Throughput

OpenBenchmarking.orgMegapixels/sec, More Is Betterlibjpeg-turbo tjbench 2.1.0Test: Decompression Throughputalicloud_ecs.g8y.4xlarge_3.0ghz306090120150SE +/- 0.03, N = 3149.071. (CC) gcc options: -O3 -rdynamic

VVenC

Video Input: Bosphorus 4K - Video Preset: Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: Fastalicloud_ecs.g8y.4xlarge_3.0ghz0.68091.36182.04272.72363.4045SE +/- 0.003, N = 33.0261. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects -lpthread

VVenC

Video Input: Bosphorus 4K - Video Preset: Faster

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: Fasteralicloud_ecs.g8y.4xlarge_3.0ghz246810SE +/- 0.003, N = 36.4271. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects -lpthread

VVenC

Video Input: Bosphorus 1080p - Video Preset: Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 1080p - Video Preset: Fastalicloud_ecs.g8y.4xlarge_3.0ghz3691215SE +/- 0.01, N = 310.421. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects -lpthread

VVenC

Video Input: Bosphorus 1080p - Video Preset: Faster

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 1080p - Video Preset: Fasteralicloud_ecs.g8y.4xlarge_3.0ghz510152025SE +/- 0.01, N = 322.521. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects -lpthread

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: mobilenetalicloud_ecs.g8y.4xlarge_3.0ghz246810SE +/- 0.01, N = 36.49MIN: 6.36 / MAX: 7.611. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU-v2-v2 - Model: mobilenet-v2alicloud_ecs.g8y.4xlarge_3.0ghz0.42750.8551.28251.712.1375SE +/- 0.00, N = 31.90MIN: 1.82 / MAX: 3.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU-v3-v3 - Model: mobilenet-v3alicloud_ecs.g8y.4xlarge_3.0ghz0.37580.75161.12741.50321.879SE +/- 0.01, N = 31.67MIN: 1.61 / MAX: 1.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: shufflenet-v2alicloud_ecs.g8y.4xlarge_3.0ghz0.34430.68861.03291.37721.7215SE +/- 0.01, N = 31.53MIN: 1.48 / MAX: 3.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: efficientnet-b0alicloud_ecs.g8y.4xlarge_3.0ghz0.65031.30061.95092.60123.2515SE +/- 0.01, N = 32.89MIN: 2.8 / MAX: 4.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: blazefacealicloud_ecs.g8y.4xlarge_3.0ghz0.23180.46360.69540.92721.159SE +/- 0.00, N = 31.03MIN: 1.01 / MAX: 1.211. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: googlenetalicloud_ecs.g8y.4xlarge_3.0ghz0.98331.96662.94993.93324.9165SE +/- 0.02, N = 34.37MIN: 4.24 / MAX: 10.951. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: vgg16alicloud_ecs.g8y.4xlarge_3.0ghz3691215SE +/- 0.02, N = 310.97MIN: 10.8 / MAX: 11.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet18alicloud_ecs.g8y.4xlarge_3.0ghz0.58051.1611.74152.3222.9025SE +/- 0.01, N = 32.58MIN: 2.48 / MAX: 4.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: alexnetalicloud_ecs.g8y.4xlarge_3.0ghz0.5761.1521.7282.3042.88SE +/- 0.01, N = 32.56MIN: 2.43 / MAX: 7.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet50alicloud_ecs.g8y.4xlarge_3.0ghz246810SE +/- 0.02, N = 36.54MIN: 6.26 / MAX: 24.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: yolov4-tinyalicloud_ecs.g8y.4xlarge_3.0ghz3691215SE +/- 0.00, N = 39.08MIN: 8.9 / MAX: 11.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: squeezenet_ssdalicloud_ecs.g8y.4xlarge_3.0ghz1.172.343.514.685.85SE +/- 0.04, N = 35.20MIN: 4.87 / MAX: 19.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: regnety_400malicloud_ecs.g8y.4xlarge_3.0ghz1.26232.52463.78695.04926.3115SE +/- 0.03, N = 35.61MIN: 5.41 / MAX: 9.41. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: vision_transformer

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: vision_transformeralicloud_ecs.g8y.4xlarge_3.0ghz20406080100SE +/- 0.24, N = 396.88MIN: 94.46 / MAX: 106.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: FastestDet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: FastestDetalicloud_ecs.g8y.4xlarge_3.0ghz0.43880.87761.31641.75522.194SE +/- 0.02, N = 31.95MIN: 1.88 / MAX: 2.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: mnasnetalicloud_ecs.g8y.4xlarge_3.0ghz0.3780.7561.1341.5121.89SE +/- 0.02, N = 21.68MIN: 1.62 / MAX: 1.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mobilenetalicloud_ecs.g8y.4xlarge_3.0ghz246810SE +/- 0.01, N = 36.49MIN: 6.39 / MAX: 6.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2alicloud_ecs.g8y.4xlarge_3.0ghz0.4320.8641.2961.7282.16SE +/- 0.02, N = 31.92MIN: 1.82 / MAX: 7.691. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3alicloud_ecs.g8y.4xlarge_3.0ghz0.37130.74261.11391.48521.8565SE +/- 0.01, N = 31.65MIN: 1.59 / MAX: 1.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: shufflenet-v2alicloud_ecs.g8y.4xlarge_3.0ghz0.33980.67961.01941.35921.699SE +/- 0.01, N = 31.51MIN: 1.46 / MAX: 1.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: efficientnet-b0alicloud_ecs.g8y.4xlarge_3.0ghz0.64581.29161.93742.58323.229SE +/- 0.02, N = 32.87MIN: 2.75 / MAX: 7.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: blazefacealicloud_ecs.g8y.4xlarge_3.0ghz0.23180.46360.69540.92721.159SE +/- 0.00, N = 31.03MIN: 0.99 / MAX: 2.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: googlenetalicloud_ecs.g8y.4xlarge_3.0ghz0.98551.9712.95653.9424.9275SE +/- 0.02, N = 34.38MIN: 4.25 / MAX: 15.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: vgg16alicloud_ecs.g8y.4xlarge_3.0ghz3691215SE +/- 0.02, N = 310.95MIN: 10.74 / MAX: 11.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: resnet18alicloud_ecs.g8y.4xlarge_3.0ghz0.58281.16561.74842.33122.914SE +/- 0.01, N = 32.59MIN: 2.48 / MAX: 7.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: alexnetalicloud_ecs.g8y.4xlarge_3.0ghz0.58281.16561.74842.33122.914SE +/- 0.00, N = 22.59MIN: 2.49 / MAX: 3.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: resnet50alicloud_ecs.g8y.4xlarge_3.0ghz246810SE +/- 0.08, N = 36.45MIN: 6.2 / MAX: 35.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: yolov4-tinyalicloud_ecs.g8y.4xlarge_3.0ghz3691215SE +/- 0.01, N = 39.03MIN: 8.88 / MAX: 9.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: squeezenet_ssdalicloud_ecs.g8y.4xlarge_3.0ghz1.15882.31763.47644.63525.794SE +/- 0.06, N = 35.15MIN: 4.84 / MAX: 25.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: regnety_400malicloud_ecs.g8y.4xlarge_3.0ghz1.2332.4663.6994.9326.165SE +/- 0.04, N = 35.48MIN: 5.29 / MAX: 19.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: vision_transformer

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: vision_transformeralicloud_ecs.g8y.4xlarge_3.0ghz20406080100SE +/- 0.28, N = 397.43MIN: 94.94 / MAX: 105.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: FastestDet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: FastestDetalicloud_ecs.g8y.4xlarge_3.0ghz0.44780.89561.34341.79122.239SE +/- 0.00, N = 31.99MIN: 1.94 / MAX: 4.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mnasnetalicloud_ecs.g8y.4xlarge_3.0ghz0.37580.75161.12741.50321.879SE +/- 0.02, N = 21.67MIN: 1.6 / MAX: 1.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

Apache Spark

Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Timealicloud_ecs.g8y.4xlarge_3.0ghz0.97651.9532.92953.9064.8825SE +/- 0.03, N = 34.34

Apache Spark

Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmarkalicloud_ecs.g8y.4xlarge_3.0ghz306090120150SE +/- 0.31, N = 3146.69

Apache Spark

Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.04, N = 317.80

Apache Spark

Row Count: 1000000 - Partitions: 100 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Group By Test Timealicloud_ecs.g8y.4xlarge_3.0ghz1.04182.08363.12544.16725.209SE +/- 0.02, N = 34.63

Apache Spark

Row Count: 1000000 - Partitions: 100 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Repartition Test Timealicloud_ecs.g8y.4xlarge_3.0ghz0.34880.69761.04641.39521.744SE +/- 0.04, N = 31.55

Apache Spark

Row Count: 1000000 - Partitions: 100 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz0.61651.2331.84952.4663.0825SE +/- 0.10, N = 32.74

Apache Spark

Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz0.45680.91361.37041.82722.284SE +/- 0.08, N = 32.03

Apache Spark

Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark Timealicloud_ecs.g8y.4xlarge_3.0ghz1.03732.07463.11194.14925.1865SE +/- 0.06, N = 34.61

Apache Spark

Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmarkalicloud_ecs.g8y.4xlarge_3.0ghz306090120150SE +/- 0.80, N = 3147.05

Apache Spark

Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.04, N = 317.83

Apache Spark

Row Count: 1000000 - Partitions: 500 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Group By Test Timealicloud_ecs.g8y.4xlarge_3.0ghz1.13632.27263.40894.54525.6815SE +/- 0.02, N = 35.05

Apache Spark

Row Count: 1000000 - Partitions: 500 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Repartition Test Timealicloud_ecs.g8y.4xlarge_3.0ghz0.37350.7471.12051.4941.8675SE +/- 0.02, N = 31.66

Apache Spark

Row Count: 1000000 - Partitions: 500 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz0.64351.2871.93052.5743.2175SE +/- 0.02, N = 32.86

Apache Spark

Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz0.50181.00361.50542.00722.509SE +/- 0.05, N = 32.23

Apache Spark

Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark Timealicloud_ecs.g8y.4xlarge_3.0ghz1.09352.1873.28054.3745.4675SE +/- 0.06, N = 34.86

Apache Spark

Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmarkalicloud_ecs.g8y.4xlarge_3.0ghz306090120150SE +/- 0.27, N = 3146.57

Apache Spark

Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.03, N = 317.78

Apache Spark

Row Count: 1000000 - Partitions: 1000 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Group By Test Timealicloud_ecs.g8y.4xlarge_3.0ghz1.19482.38963.58444.77925.974SE +/- 0.07, N = 35.31

Apache Spark

Row Count: 1000000 - Partitions: 1000 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Repartition Test Timealicloud_ecs.g8y.4xlarge_3.0ghz0.4140.8281.2421.6562.07SE +/- 0.03, N = 31.84

Apache Spark

Row Count: 1000000 - Partitions: 1000 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz0.70651.4132.11952.8263.5325SE +/- 0.08, N = 33.14

Apache Spark

Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz0.5311.0621.5932.1242.655SE +/- 0.01, N = 32.36

Apache Spark

Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark Timealicloud_ecs.g8y.4xlarge_3.0ghz1.11152.2233.33454.4465.5575SE +/- 0.05, N = 34.94

Apache Spark

Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmarkalicloud_ecs.g8y.4xlarge_3.0ghz306090120150SE +/- 0.28, N = 3146.86

Apache Spark

Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.04, N = 317.77

Apache Spark

Row Count: 1000000 - Partitions: 2000 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Group By Test Timealicloud_ecs.g8y.4xlarge_3.0ghz1.27582.55163.82745.10326.379SE +/- 0.12, N = 35.67

Apache Spark

Row Count: 1000000 - Partitions: 2000 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Repartition Test Timealicloud_ecs.g8y.4xlarge_3.0ghz0.50631.01261.51892.02522.5315SE +/- 0.03, N = 32.25

Apache Spark

Row Count: 1000000 - Partitions: 2000 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz0.92481.84962.77443.69924.624SE +/- 0.10, N = 34.11

Apache Spark

Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz0.6031.2061.8092.4123.015SE +/- 0.00, N = 32.68

Apache Spark

Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Timealicloud_ecs.g8y.4xlarge_3.0ghz510152025SE +/- 0.16, N = 918.58

Apache Spark

Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmarkalicloud_ecs.g8y.4xlarge_3.0ghz306090120150SE +/- 0.14, N = 9146.78

Apache Spark

Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.01, N = 917.85

Apache Spark

Row Count: 10000000 - Partitions: 100 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Group By Test Timealicloud_ecs.g8y.4xlarge_3.0ghz246810SE +/- 0.06, N = 98.57

Apache Spark

Row Count: 10000000 - Partitions: 100 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Repartition Test Timealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.19, N = 916.58

Apache Spark

Row Count: 10000000 - Partitions: 100 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz3691215SE +/- 0.06, N = 910.71

Apache Spark

Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz3691215SE +/- 0.07, N = 99.71

Apache Spark

Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Timealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.18, N = 618.09

Apache Spark

Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmarkalicloud_ecs.g8y.4xlarge_3.0ghz306090120150SE +/- 0.22, N = 6146.00

Apache Spark

Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.02, N = 617.80

Apache Spark

Row Count: 10000000 - Partitions: 500 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Group By Test Timealicloud_ecs.g8y.4xlarge_3.0ghz246810SE +/- 0.04, N = 68.83

Apache Spark

Row Count: 10000000 - Partitions: 500 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Repartition Test Timealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.38, N = 616.34

Apache Spark

Row Count: 10000000 - Partitions: 500 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz3691215SE +/- 0.06, N = 69.83

Apache Spark

Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz3691215SE +/- 0.08, N = 610.01

Apache Spark

Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark Timealicloud_ecs.g8y.4xlarge_3.0ghz816243240SE +/- 0.15, N = 333.93

Apache Spark

Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmarkalicloud_ecs.g8y.4xlarge_3.0ghz306090120150SE +/- 0.69, N = 3146.18

Apache Spark

Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.04, N = 317.83

Apache Spark

Row Count: 20000000 - Partitions: 100 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Group By Test Timealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.28, N = 316.53

Apache Spark

Row Count: 20000000 - Partitions: 100 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Repartition Test Timealicloud_ecs.g8y.4xlarge_3.0ghz612182430SE +/- 0.17, N = 324.47

Apache Spark

Row Count: 20000000 - Partitions: 100 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz510152025SE +/- 0.90, N = 322.69

Apache Spark

Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz510152025SE +/- 0.10, N = 319.55

Apache Spark

Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark Timealicloud_ecs.g8y.4xlarge_3.0ghz714212835SE +/- 0.23, N = 330.89

Apache Spark

Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmarkalicloud_ecs.g8y.4xlarge_3.0ghz306090120150SE +/- 0.31, N = 3146.43

Apache Spark

Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.05, N = 317.81

Apache Spark

Row Count: 20000000 - Partitions: 500 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Group By Test Timealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.14, N = 315.55

Apache Spark

Row Count: 20000000 - Partitions: 500 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Repartition Test Timealicloud_ecs.g8y.4xlarge_3.0ghz510152025SE +/- 0.38, N = 322.88

Apache Spark

Row Count: 20000000 - Partitions: 500 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.13, N = 317.69

Apache Spark

Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.41, N = 316.62

Apache Spark

Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark Timealicloud_ecs.g8y.4xlarge_3.0ghz1326395265SE +/- 0.30, N = 357.21

Apache Spark

Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmarkalicloud_ecs.g8y.4xlarge_3.0ghz306090120150SE +/- 0.20, N = 3146.29

Apache Spark

Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.04, N = 317.76

Apache Spark

Row Count: 40000000 - Partitions: 100 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Group By Test Timealicloud_ecs.g8y.4xlarge_3.0ghz714212835SE +/- 0.45, N = 329.86

Apache Spark

Row Count: 40000000 - Partitions: 100 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Repartition Test Timealicloud_ecs.g8y.4xlarge_3.0ghz816243240SE +/- 0.38, N = 333.25

Apache Spark

Row Count: 40000000 - Partitions: 100 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz918273645SE +/- 0.06, N = 337.40

Apache Spark

Row Count: 40000000 - Partitions: 100 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Broadcast Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz816243240SE +/- 0.19, N = 333.20

Apache Spark

Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark Timealicloud_ecs.g8y.4xlarge_3.0ghz1224364860SE +/- 0.41, N = 354.94

Apache Spark

Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmarkalicloud_ecs.g8y.4xlarge_3.0ghz306090120150SE +/- 0.28, N = 3146.70

Apache Spark

Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.03, N = 317.85

Apache Spark

Row Count: 40000000 - Partitions: 500 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Group By Test Timealicloud_ecs.g8y.4xlarge_3.0ghz612182430SE +/- 0.31, N = 326.70

Apache Spark

Row Count: 40000000 - Partitions: 500 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Repartition Test Timealicloud_ecs.g8y.4xlarge_3.0ghz918273645SE +/- 0.26, N = 339.99

Apache Spark

Row Count: 40000000 - Partitions: 500 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz918273645SE +/- 0.12, N = 337.81

Apache Spark

Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz816243240SE +/- 0.19, N = 333.97

Apache Spark

Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark Timealicloud_ecs.g8y.4xlarge_3.0ghz510152025SE +/- 0.24, N = 318.60

Apache Spark

Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmarkalicloud_ecs.g8y.4xlarge_3.0ghz306090120150SE +/- 0.40, N = 3147.83

Apache Spark

Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.03, N = 317.81

Apache Spark

Row Count: 10000000 - Partitions: 1000 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Group By Test Timealicloud_ecs.g8y.4xlarge_3.0ghz246810SE +/- 0.03, N = 38.72

Apache Spark

Row Count: 10000000 - Partitions: 1000 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Repartition Test Timealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.23, N = 315.99

Apache Spark

Row Count: 10000000 - Partitions: 1000 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz3691215SE +/- 2.83, N = 313.15

Apache Spark

Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz3691215SE +/- 0.09, N = 39.94

Apache Spark

Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark Timealicloud_ecs.g8y.4xlarge_3.0ghz510152025SE +/- 0.33, N = 918.77

Apache Spark

Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmarkalicloud_ecs.g8y.4xlarge_3.0ghz306090120150SE +/- 0.30, N = 9146.38

Apache Spark

Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.01, N = 917.79

Apache Spark

Row Count: 10000000 - Partitions: 2000 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Group By Test Timealicloud_ecs.g8y.4xlarge_3.0ghz3691215SE +/- 0.03, N = 99.05

Apache Spark

Row Count: 10000000 - Partitions: 2000 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Repartition Test Timealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.21, N = 916.04

Apache Spark

Row Count: 10000000 - Partitions: 2000 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz3691215SE +/- 0.65, N = 911.32

Apache Spark

Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz3691215SE +/- 0.08, N = 910.07

Apache Spark

Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark Timealicloud_ecs.g8y.4xlarge_3.0ghz714212835SE +/- 0.38, N = 930.62

Apache Spark

Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmarkalicloud_ecs.g8y.4xlarge_3.0ghz306090120150SE +/- 0.17, N = 9146.61

Apache Spark

Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.02, N = 917.80

Apache Spark

Row Count: 20000000 - Partitions: 1000 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Group By Test Timealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.20, N = 916.25

Apache Spark

Row Count: 20000000 - Partitions: 1000 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Repartition Test Timealicloud_ecs.g8y.4xlarge_3.0ghz612182430SE +/- 0.41, N = 923.73

Apache Spark

Row Count: 20000000 - Partitions: 1000 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz510152025SE +/- 0.27, N = 919.59

Apache Spark

Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.15, N = 917.46

Apache Spark

Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark Timealicloud_ecs.g8y.4xlarge_3.0ghz714212835SE +/- 0.80, N = 631.61

Apache Spark

Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmarkalicloud_ecs.g8y.4xlarge_3.0ghz306090120150SE +/- 0.31, N = 6146.23

Apache Spark

Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.02, N = 617.79

Apache Spark

Row Count: 20000000 - Partitions: 2000 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Group By Test Timealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.18, N = 615.92

Apache Spark

Row Count: 20000000 - Partitions: 2000 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Repartition Test Timealicloud_ecs.g8y.4xlarge_3.0ghz510152025SE +/- 0.24, N = 622.94

Apache Spark

Row Count: 20000000 - Partitions: 2000 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz510152025SE +/- 0.20, N = 619.97

Apache Spark

Row Count: 20000000 - Partitions: 2000 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Broadcast Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz510152025SE +/- 0.28, N = 618.78

Apache Spark

Row Count: 40000000 - Partitions: 1000 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - SHA-512 Benchmark Timealicloud_ecs.g8y.4xlarge_3.0ghz1224364860SE +/- 1.06, N = 952.95

Apache Spark

Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmarkalicloud_ecs.g8y.4xlarge_3.0ghz306090120150SE +/- 0.37, N = 9146.77

Apache Spark

Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.02, N = 917.83

Apache Spark

Row Count: 40000000 - Partitions: 1000 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Group By Test Timealicloud_ecs.g8y.4xlarge_3.0ghz612182430SE +/- 0.31, N = 926.78

Apache Spark

Row Count: 40000000 - Partitions: 1000 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Repartition Test Timealicloud_ecs.g8y.4xlarge_3.0ghz918273645SE +/- 0.34, N = 939.52

Apache Spark

Row Count: 40000000 - Partitions: 1000 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz918273645SE +/- 0.44, N = 938.98

Apache Spark

Row Count: 40000000 - Partitions: 1000 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Broadcast Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz816243240SE +/- 0.09, N = 934.85

Apache Spark

Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark Timealicloud_ecs.g8y.4xlarge_3.0ghz1224364860SE +/- 1.68, N = 953.90

Apache Spark

Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmarkalicloud_ecs.g8y.4xlarge_3.0ghz306090120150SE +/- 0.16, N = 9146.17

Apache Spark

Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframealicloud_ecs.g8y.4xlarge_3.0ghz48121620SE +/- 0.02, N = 917.82

Apache Spark

Row Count: 40000000 - Partitions: 2000 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Group By Test Timealicloud_ecs.g8y.4xlarge_3.0ghz612182430SE +/- 0.70, N = 926.93

Apache Spark

Row Count: 40000000 - Partitions: 2000 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Repartition Test Timealicloud_ecs.g8y.4xlarge_3.0ghz918273645SE +/- 0.40, N = 940.36

Apache Spark

Row Count: 40000000 - Partitions: 2000 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz918273645SE +/- 0.81, N = 938.18

Apache Spark

Row Count: 40000000 - Partitions: 2000 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Broadcast Inner Join Test Timealicloud_ecs.g8y.4xlarge_3.0ghz816243240SE +/- 0.15, N = 936.44

Phoronix Test Suite v10.8.4