oci-benchmark-compare-flex3-1

KVM testing on Ubuntu 20.04 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2311209-NE-OCIBENCHM52.

oci-benchmark-compare-flex3-1ProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelVulkanCompilerFile-SystemScreen ResolutionSystem LayerBlockVolume - Intel Xeon Platinum 8358Intel Xeon Platinum 8358 (8 Cores / 16 Threads)QEMU Standard PC (i440FX + PIIX 1996) (1.5.1 BIOS)Intel 440FX 82441FX PMC64GB50GB BlockVolumebochs-drmdrmfbQEMU MonitorRed Hat Virtio deviceUbuntu 20.045.15.0-1042-oracle (x86_64)1.1.182GCC 9.4.0ext41024x768KVMOpenBenchmarking.org- libiscsi.debug_libiscsi_eh=1 - Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-9QDOt0/gcc-9-9.4.0/debian/tmp-nvptx/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - MQ-DEADLINE / relatime,rw / Block Size: 4096- CPU Microcode: 0x1- OpenJDK Runtime Environment (build 11.0.20.1+1-post-Ubuntu-0ubuntu120.04) - Python 3.8.10- gather_data_sampling: Unknown: Dependent on hypervisor status + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Vulnerable: Clear buffers attempted no microcode; SMT Host state unknown + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

oci-benchmark-compare-flex3-1sqlite: 1blogbench: Readblogbench: Writesimdjson: Kostyasimdjson: TopTweetsimdjson: LargeRandsimdjson: PartialTweetssimdjson: DistinctUserIDebizzy: perl-benchmark: Pod2htmlperl-benchmark: Interpreteropenssl: SHA256openssl: SHA512openssl: RSA4096openssl: RSA4096openssl: ChaCha20openssl: AES-128-GCMopenssl: AES-256-GCMopenssl: ChaCha20-Poly1305node-web-tooling: couchdb: 100 - 1000 - 30couchdb: 100 - 3000 - 30couchdb: 300 - 1000 - 30couchdb: 300 - 3000 - 30couchdb: 500 - 1000 - 30couchdb: 500 - 3000 - 30spark: 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 Timecockroach: MoVR - 128cockroach: MoVR - 256cockroach: MoVR - 512cockroach: MoVR - 1024cockroach: KV, 10% Reads - 128cockroach: KV, 10% Reads - 256cockroach: KV, 10% Reads - 512cockroach: KV, 50% Reads - 128cockroach: KV, 50% Reads - 256cockroach: KV, 50% Reads - 512cockroach: KV, 60% Reads - 128cockroach: KV, 60% Reads - 256cockroach: KV, 60% Reads - 512cockroach: KV, 95% Reads - 128cockroach: KV, 95% Reads - 256cockroach: KV, 95% Reads - 512cockroach: KV, 10% Reads - 1024cockroach: KV, 50% Reads - 1024cockroach: KV, 60% Reads - 1024cockroach: KV, 95% Reads - 1024apache-iotdb: 100 - 1 - 200 - 100apache-iotdb: 100 - 1 - 200 - 100apache-iotdb: 100 - 1 - 500 - 100apache-iotdb: 100 - 1 - 500 - 100apache-iotdb: 100 - 1 - 800 - 100apache-iotdb: 100 - 1 - 800 - 100apache-iotdb: 200 - 1 - 200 - 100apache-iotdb: 200 - 1 - 200 - 100apache-iotdb: 200 - 1 - 500 - 100apache-iotdb: 200 - 1 - 500 - 100apache-iotdb: 200 - 1 - 800 - 100apache-iotdb: 200 - 1 - 800 - 100apache-iotdb: 500 - 1 - 200 - 100apache-iotdb: 500 - 1 - 200 - 100apache-iotdb: 500 - 1 - 200 - 400apache-iotdb: 500 - 1 - 200 - 400apache-iotdb: 500 - 1 - 500 - 100apache-iotdb: 500 - 1 - 500 - 100apache-iotdb: 500 - 1 - 500 - 400apache-iotdb: 500 - 1 - 500 - 400apache-iotdb: 500 - 1 - 800 - 100apache-iotdb: 500 - 1 - 800 - 100apache-iotdb: 500 - 1 - 800 - 400apache-iotdb: 500 - 1 - 800 - 400apache-iotdb: 800 - 1 - 200 - 100apache-iotdb: 800 - 1 - 200 - 100apache-iotdb: 800 - 1 - 200 - 400apache-iotdb: 800 - 1 - 200 - 400apache-iotdb: 800 - 1 - 500 - 100apache-iotdb: 800 - 1 - 500 - 100apache-iotdb: 800 - 1 - 500 - 400apache-iotdb: 800 - 1 - 500 - 400apache-iotdb: 800 - 1 - 800 - 100apache-iotdb: 800 - 1 - 800 - 100apache-iotdb: 800 - 1 - 800 - 400apache-iotdb: 800 - 1 - 800 - 400apache-iotdb: 100 - 100 - 200 - 100apache-iotdb: 100 - 100 - 200 - 100apache-iotdb: 100 - 100 - 500 - 100apache-iotdb: 100 - 100 - 500 - 100apache-iotdb: 100 - 100 - 800 - 100apache-iotdb: 100 - 100 - 800 - 100apache-iotdb: 200 - 100 - 200 - 100apache-iotdb: 200 - 100 - 200 - 100apache-iotdb: 200 - 100 - 500 - 100apache-iotdb: 200 - 100 - 500 - 100apache-iotdb: 200 - 100 - 800 - 100apache-iotdb: 200 - 100 - 800 - 100apache-iotdb: 500 - 100 - 200 - 100apache-iotdb: 500 - 100 - 200 - 100apache-iotdb: 500 - 100 - 200 - 400apache-iotdb: 500 - 100 - 200 - 400apache-iotdb: 800 - 100 - 200 - 400apache-iotdb: 800 - 100 - 800 - 400BlockVolume - Intel Xeon Platinum 835820.388320943176132.595.570.894.855.593097360.116184460.00106316653328498426229850934975.3132379.549202956330101434206163894308805303536989070011.3398.906330.486171.839580.546248.520837.4913.70246.68890276113.854.151.892.081.673.86250.29821204313.874.582.042.262.004.10248.11915711113.854.952.142.552.104.37246.99009744813.845.412.503.362.3316.99245.78782929213.849.7411.3515.0515.5716.39246.5813.899.7710.6613.5713.1631.23247.3913.8615.3122.5729.3829.2728.60246.72229046113.8414.7521.2926.0226.8354.16247.8013.8538.2942.2053.3950.6754.45247.6213.8834.2441.6353.9052.6416.14246.90868439613.8510.0510.6714.4413.6416.45246.7013.8110.1011.2714.8013.7028.33246.15010034313.8014.7421.0026.0727.7028.58247.87017707213.8714.8720.7427.2426.3954.73245.72259617613.7834.2741.8453.9754.5855.14246.87508488613.8333.3241.8654.2354.17448.7446.6442.3446.623675.927386.027742.630764.132358.331893.332673.533380.633102.140112.239751.838397.726918.930433.931576.036403.0144617112.55346334117.52546266119.5427310165.3365401068.03100205170.2962883729.26622939112.07133383134.861362224125.38172680941.031706348142.5690703620.6092936278.28154608729.21163184099.63171553540.061901225139.7910520120140.5214269671206.7413769487348.115672219231.577817371353.3713463338738.877755846821.887031926091.306OpenBenchmarking.org

SQLite

Threads / Copies: 1

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite 3.30.1Threads / Copies: 1BlockVolume - Intel Xeon Platinum 8358510152025SE +/- 0.19, N = 1520.391. (CC) gcc options: -O2 -lz -lm -ldl -lpthread

BlogBench

Test: Read

OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.1Test: ReadBlockVolume - Intel Xeon Platinum 8358700K1400K2100K2800K3500KSE +/- 29205.10, N = 732094311. (CC) gcc options: -O2 -pthread

BlogBench

Test: Write

OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.1Test: WriteBlockVolume - Intel Xeon Platinum 835816003200480064008000SE +/- 44.95, N = 376131. (CC) gcc options: -O2 -pthread

simdjson

Throughput Test: Kostya

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: KostyaBlockVolume - Intel Xeon Platinum 83580.58281.16561.74842.33122.914SE +/- 0.00, N = 32.591. (CXX) g++ options: -O3 -pthread

simdjson

Throughput Test: TopTweet

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: TopTweetBlockVolume - Intel Xeon Platinum 83581.25332.50663.75995.01326.2665SE +/- 0.01, N = 35.571. (CXX) g++ options: -O3 -pthread

simdjson

Throughput Test: LargeRandom

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: LargeRandomBlockVolume - Intel Xeon Platinum 83580.20030.40060.60090.80121.0015SE +/- 0.00, N = 30.891. (CXX) g++ options: -O3 -pthread

simdjson

Throughput Test: PartialTweets

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: PartialTweetsBlockVolume - Intel Xeon Platinum 83581.09132.18263.27394.36525.4565SE +/- 0.00, N = 34.851. (CXX) g++ options: -O3 -pthread

simdjson

Throughput Test: DistinctUserID

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: DistinctUserIDBlockVolume - Intel Xeon Platinum 83581.25782.51563.77345.03126.289SE +/- 0.01, N = 35.591. (CXX) g++ options: -O3 -pthread

ebizzy

OpenBenchmarking.orgRecords/s, More Is Betterebizzy 0.3BlockVolume - Intel Xeon Platinum 835870K140K210K280K350KSE +/- 4787.41, N = 153097361. (CC) gcc options: -pthread -lpthread -O3 -march=native

Perl Benchmarks

Test: Pod2html

OpenBenchmarking.orgSeconds, Fewer Is BetterPerl BenchmarksTest: Pod2htmlBlockVolume - Intel Xeon Platinum 83580.02610.05220.07830.10440.1305SE +/- 0.00011169, N = 30.11618446

Perl Benchmarks

Test: Interpreter

OpenBenchmarking.orgSeconds, Fewer Is BetterPerl BenchmarksTest: InterpreterBlockVolume - Intel Xeon Platinum 83580.00020.00040.00060.00080.001SE +/- 0.00000335, N = 30.00106316

OpenSSL

Algorithm: SHA256

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA256BlockVolume - Intel Xeon Platinum 83581400M2800M4200M5600M7000MSE +/- 69910498.93, N = 565332849841. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: SHA512

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA512BlockVolume - Intel Xeon Platinum 8358600M1200M1800M2400M3000MSE +/- 107507.88, N = 326229850931. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: RSA4096

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096BlockVolume - Intel Xeon Platinum 835811002200330044005500SE +/- 0.46, N = 34975.31. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: RSA4096

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096BlockVolume - Intel Xeon Platinum 835830K60K90K120K150KSE +/- 34.99, N = 3132379.51. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: ChaCha20

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20BlockVolume - Intel Xeon Platinum 835811000M22000M33000M44000M55000MSE +/- 7349029.89, N = 3492029563301. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: AES-128-GCM

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-128-GCMBlockVolume - Intel Xeon Platinum 835820000M40000M60000M80000M100000MSE +/- 19628498.41, N = 31014342061631. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: AES-256-GCM

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-256-GCMBlockVolume - Intel Xeon Platinum 835820000M40000M60000M80000M100000MSE +/- 84626294.23, N = 3894308805301. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: ChaCha20-Poly1305

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20-Poly1305BlockVolume - Intel Xeon Platinum 83588000M16000M24000M32000M40000MSE +/- 1344698.59, N = 3353698907001. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

Node.js V8 Web Tooling Benchmark

OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkBlockVolume - Intel Xeon Platinum 83583691215SE +/- 0.07, N = 311.33

Apache CouchDB

Bulk Size: 100 - Inserts: 1000 - Rounds: 30

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 100 - Inserts: 1000 - Rounds: 30BlockVolume - Intel Xeon Platinum 835820406080100SE +/- 0.54, N = 398.91

Apache CouchDB

Bulk Size: 100 - Inserts: 3000 - Rounds: 30

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 100 - Inserts: 3000 - Rounds: 30BlockVolume - Intel Xeon Platinum 835870140210280350SE +/- 0.85, N = 3330.49

Apache CouchDB

Bulk Size: 300 - Inserts: 1000 - Rounds: 30

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 300 - Inserts: 1000 - Rounds: 30BlockVolume - Intel Xeon Platinum 83584080120160200SE +/- 0.60, N = 3171.84

Apache CouchDB

Bulk Size: 300 - Inserts: 3000 - Rounds: 30

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 300 - Inserts: 3000 - Rounds: 30BlockVolume - Intel Xeon Platinum 8358130260390520650SE +/- 1.09, N = 3580.55

Apache CouchDB

Bulk Size: 500 - Inserts: 1000 - Rounds: 30

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 500 - Inserts: 1000 - Rounds: 30BlockVolume - Intel Xeon Platinum 835850100150200250SE +/- 0.36, N = 3248.52

Apache CouchDB

Bulk Size: 500 - Inserts: 3000 - Rounds: 30

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 500 - Inserts: 3000 - Rounds: 30BlockVolume - Intel Xeon Platinum 83582004006008001000SE +/- 3.44, N = 3837.49

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 TimeBlockVolume - Intel Xeon Platinum 83580.83251.6652.49753.334.1625SE +/- 0.03, N = 33.70

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi BenchmarkBlockVolume - Intel Xeon Platinum 835850100150200250SE +/- 0.14, N = 3246.69

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 DataframeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.02, N = 313.85

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 TimeBlockVolume - Intel Xeon Platinum 83580.93381.86762.80143.73524.669SE +/- 0.04, N = 34.15

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Repartition Test TimeBlockVolume - Intel Xeon Platinum 83580.42530.85061.27591.70122.1265SE +/- 0.02, N = 31.89

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 TimeBlockVolume - Intel Xeon Platinum 83580.4680.9361.4041.8722.34SE +/- 0.02, N = 32.08

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 TimeBlockVolume - Intel Xeon Platinum 83580.37580.75161.12741.50321.879SE +/- 0.03, N = 31.67

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 TimeBlockVolume - Intel Xeon Platinum 83580.86851.7372.60553.4744.3425SE +/- 0.04, N = 33.86

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi BenchmarkBlockVolume - Intel Xeon Platinum 835850100150200250SE +/- 2.56, N = 3250.30

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 DataframeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.03, N = 313.87

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 TimeBlockVolume - Intel Xeon Platinum 83581.03052.0613.09154.1225.1525SE +/- 0.04, N = 34.58

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Repartition Test TimeBlockVolume - Intel Xeon Platinum 83580.4590.9181.3771.8362.295SE +/- 0.06, N = 32.04

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 TimeBlockVolume - Intel Xeon Platinum 83580.50851.0171.52552.0342.5425SE +/- 0.02, N = 32.26

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 TimeBlockVolume - Intel Xeon Platinum 83580.450.91.351.82.25SE +/- 0.15, N = 32.00

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 TimeBlockVolume - Intel Xeon Platinum 83580.92251.8452.76753.694.6125SE +/- 0.03, N = 94.10

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi BenchmarkBlockVolume - Intel Xeon Platinum 835850100150200250SE +/- 0.14, N = 9248.12

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 DataframeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.02, N = 913.85

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 TimeBlockVolume - Intel Xeon Platinum 83581.11382.22763.34144.45525.569SE +/- 0.02, N = 94.95

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Repartition Test TimeBlockVolume - Intel Xeon Platinum 83580.48150.9631.44451.9262.4075SE +/- 0.02, N = 92.14

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 TimeBlockVolume - Intel Xeon Platinum 83580.57381.14761.72142.29522.869SE +/- 0.02, N = 92.55

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 TimeBlockVolume - Intel Xeon Platinum 83580.47250.9451.41751.892.3625SE +/- 0.05, N = 92.10

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 TimeBlockVolume - Intel Xeon Platinum 83580.98331.96662.94993.93324.9165SE +/- 0.03, N = 34.37

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi BenchmarkBlockVolume - Intel Xeon Platinum 835850100150200250SE +/- 0.09, N = 3246.99

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 DataframeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.04, N = 313.84

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 TimeBlockVolume - Intel Xeon Platinum 83581.21732.43463.65194.86926.0865SE +/- 0.06, N = 35.41

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Repartition Test TimeBlockVolume - Intel Xeon Platinum 83580.56251.1251.68752.252.8125SE +/- 0.03, N = 32.50

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 TimeBlockVolume - Intel Xeon Platinum 83580.7561.5122.2683.0243.78SE +/- 0.03, N = 33.36

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 TimeBlockVolume - Intel Xeon Platinum 83580.52431.04861.57292.09722.6215SE +/- 0.06, N = 32.33

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 TimeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.03, N = 316.99

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi BenchmarkBlockVolume - Intel Xeon Platinum 835850100150200250SE +/- 0.22, N = 3245.79

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 DataframeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.02, N = 313.84

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 TimeBlockVolume - Intel Xeon Platinum 83583691215SE +/- 0.03, N = 39.74

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Repartition Test TimeBlockVolume - Intel Xeon Platinum 83583691215SE +/- 0.27, N = 311.35

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 TimeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.14, N = 315.05

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 TimeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.08, N = 315.57

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 TimeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.15, N = 316.39

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi BenchmarkBlockVolume - Intel Xeon Platinum 835850100150200250SE +/- 0.80, N = 3246.58

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 DataframeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.07, N = 313.89

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 TimeBlockVolume - Intel Xeon Platinum 83583691215SE +/- 0.06, N = 39.77

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Repartition Test TimeBlockVolume - Intel Xeon Platinum 83583691215SE +/- 0.16, N = 310.66

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 TimeBlockVolume - Intel Xeon Platinum 83583691215SE +/- 0.47, N = 313.57

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 TimeBlockVolume - Intel Xeon Platinum 83583691215SE +/- 0.19, N = 313.16

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 TimeBlockVolume - Intel Xeon Platinum 8358714212835SE +/- 0.19, N = 331.23

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Calculate Pi BenchmarkBlockVolume - Intel Xeon Platinum 835850100150200250SE +/- 0.56, N = 3247.39

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 DataframeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.01, N = 313.86

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 TimeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.13, N = 315.31

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Repartition Test TimeBlockVolume - Intel Xeon Platinum 8358510152025SE +/- 0.29, N = 322.57

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 TimeBlockVolume - Intel Xeon Platinum 8358714212835SE +/- 0.65, N = 329.38

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 TimeBlockVolume - Intel Xeon Platinum 8358714212835SE +/- 0.19, N = 329.27

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 TimeBlockVolume - Intel Xeon Platinum 8358714212835SE +/- 0.24, N = 328.60

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Calculate Pi BenchmarkBlockVolume - Intel Xeon Platinum 835850100150200250SE +/- 0.99, N = 3246.72

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 DataframeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.02, N = 313.84

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 TimeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.14, N = 314.75

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Repartition Test TimeBlockVolume - Intel Xeon Platinum 8358510152025SE +/- 0.89, N = 321.29

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 TimeBlockVolume - Intel Xeon Platinum 8358612182430SE +/- 0.23, N = 326.02

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 TimeBlockVolume - Intel Xeon Platinum 8358612182430SE +/- 1.00, N = 326.83

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 TimeBlockVolume - Intel Xeon Platinum 83581224364860SE +/- 0.34, N = 354.16

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Calculate Pi BenchmarkBlockVolume - Intel Xeon Platinum 835850100150200250SE +/- 0.31, N = 3247.80

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 DataframeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.03, N = 313.85

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 TimeBlockVolume - Intel Xeon Platinum 8358918273645SE +/- 0.42, N = 338.29

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Repartition Test TimeBlockVolume - Intel Xeon Platinum 83581020304050SE +/- 0.56, N = 342.20

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 TimeBlockVolume - Intel Xeon Platinum 83581224364860SE +/- 1.12, N = 353.39

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 TimeBlockVolume - Intel Xeon Platinum 83581122334455SE +/- 0.89, N = 350.67

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 TimeBlockVolume - Intel Xeon Platinum 83581224364860SE +/- 0.31, N = 354.45

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi BenchmarkBlockVolume - Intel Xeon Platinum 835850100150200250SE +/- 0.04, N = 3247.62

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 DataframeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.01, N = 313.88

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 TimeBlockVolume - Intel Xeon Platinum 8358816243240SE +/- 0.85, N = 334.24

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Repartition Test TimeBlockVolume - Intel Xeon Platinum 8358918273645SE +/- 1.36, N = 341.63

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 TimeBlockVolume - Intel Xeon Platinum 83581224364860SE +/- 0.48, N = 353.90

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 TimeBlockVolume - Intel Xeon Platinum 83581224364860SE +/- 0.54, N = 352.64

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 TimeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.10, N = 316.14

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi BenchmarkBlockVolume - Intel Xeon Platinum 835850100150200250SE +/- 0.07, N = 3246.91

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 DataframeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.02, N = 313.85

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 TimeBlockVolume - Intel Xeon Platinum 83583691215SE +/- 0.07, N = 310.05

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Repartition Test TimeBlockVolume - Intel Xeon Platinum 83583691215SE +/- 0.09, N = 310.67

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 TimeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.33, N = 314.44

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 TimeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.40, N = 313.64

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 TimeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.12, N = 316.45

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi BenchmarkBlockVolume - Intel Xeon Platinum 835850100150200250SE +/- 0.16, N = 3246.70

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 DataframeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.03, N = 313.81

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 TimeBlockVolume - Intel Xeon Platinum 83583691215SE +/- 0.02, N = 310.10

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Repartition Test TimeBlockVolume - Intel Xeon Platinum 83583691215SE +/- 0.19, N = 311.27

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 TimeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.14, N = 314.80

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 TimeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.26, N = 313.70

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 TimeBlockVolume - Intel Xeon Platinum 8358714212835SE +/- 0.01, N = 328.33

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Calculate Pi BenchmarkBlockVolume - Intel Xeon Platinum 835850100150200250SE +/- 0.13, N = 3246.15

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 DataframeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.03, N = 313.80

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 TimeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.15, N = 314.74

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Repartition Test TimeBlockVolume - Intel Xeon Platinum 8358510152025SE +/- 0.16, N = 321.00

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 TimeBlockVolume - Intel Xeon Platinum 8358612182430SE +/- 0.46, N = 326.07

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 TimeBlockVolume - Intel Xeon Platinum 8358714212835SE +/- 0.90, N = 327.70

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 TimeBlockVolume - Intel Xeon Platinum 8358714212835SE +/- 0.09, N = 328.58

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Calculate Pi BenchmarkBlockVolume - Intel Xeon Platinum 835850100150200250SE +/- 0.50, N = 3247.87

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 DataframeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.04, N = 313.87

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 TimeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.11, N = 314.87

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Repartition Test TimeBlockVolume - Intel Xeon Platinum 8358510152025SE +/- 0.11, N = 320.74

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 TimeBlockVolume - Intel Xeon Platinum 8358612182430SE +/- 0.43, N = 327.24

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 TimeBlockVolume - Intel Xeon Platinum 8358612182430SE +/- 0.10, N = 326.39

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 TimeBlockVolume - Intel Xeon Platinum 83581224364860SE +/- 0.13, N = 354.73

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Calculate Pi BenchmarkBlockVolume - Intel Xeon Platinum 835850100150200250SE +/- 0.01, N = 3245.72

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 DataframeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.01, N = 313.78

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 TimeBlockVolume - Intel Xeon Platinum 8358816243240SE +/- 1.23, N = 334.27

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Repartition Test TimeBlockVolume - Intel Xeon Platinum 83581020304050SE +/- 0.67, N = 341.84

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 TimeBlockVolume - Intel Xeon Platinum 83581224364860SE +/- 0.28, N = 353.97

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 TimeBlockVolume - Intel Xeon Platinum 83581224364860SE +/- 0.67, N = 354.58

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 TimeBlockVolume - Intel Xeon Platinum 83581224364860SE +/- 0.56, N = 955.14

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Calculate Pi BenchmarkBlockVolume - Intel Xeon Platinum 835850100150200250SE +/- 0.16, N = 9246.88

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 DataframeBlockVolume - Intel Xeon Platinum 835848121620SE +/- 0.02, N = 913.83

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 TimeBlockVolume - Intel Xeon Platinum 8358816243240SE +/- 0.56, N = 933.32

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Repartition Test TimeBlockVolume - Intel Xeon Platinum 83581020304050SE +/- 0.58, N = 941.86

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 TimeBlockVolume - Intel Xeon Platinum 83581224364860SE +/- 0.41, N = 954.23

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 TimeBlockVolume - Intel Xeon Platinum 83581224364860SE +/- 0.81, N = 954.17

CockroachDB

Workload: MoVR - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 128BlockVolume - Intel Xeon Platinum 8358100200300400500SE +/- 5.58, N = 4448.7

CockroachDB

Workload: MoVR - Concurrency: 256

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 256BlockVolume - Intel Xeon Platinum 8358100200300400500SE +/- 3.58, N = 3446.6

CockroachDB

Workload: MoVR - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 512BlockVolume - Intel Xeon Platinum 8358100200300400500SE +/- 2.72, N = 3442.3

CockroachDB

Workload: MoVR - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 1024BlockVolume - Intel Xeon Platinum 8358100200300400500SE +/- 4.32, N = 3446.6

CockroachDB

Workload: KV, 10% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 128BlockVolume - Intel Xeon Platinum 83585K10K15K20K25KSE +/- 29.90, N = 323675.9

CockroachDB

Workload: KV, 10% Reads - Concurrency: 256

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 256BlockVolume - Intel Xeon Platinum 83586K12K18K24K30KSE +/- 163.22, N = 327386.0

CockroachDB

Workload: KV, 10% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 512BlockVolume - Intel Xeon Platinum 83586K12K18K24K30KSE +/- 41.52, N = 327742.6

CockroachDB

Workload: KV, 50% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 128BlockVolume - Intel Xeon Platinum 83587K14K21K28K35KSE +/- 69.17, N = 330764.1

CockroachDB

Workload: KV, 50% Reads - Concurrency: 256

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 256BlockVolume - Intel Xeon Platinum 83587K14K21K28K35KSE +/- 77.17, N = 332358.3

CockroachDB

Workload: KV, 50% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 512BlockVolume - Intel Xeon Platinum 83587K14K21K28K35KSE +/- 56.93, N = 331893.3

CockroachDB

Workload: KV, 60% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 128BlockVolume - Intel Xeon Platinum 83587K14K21K28K35KSE +/- 62.32, N = 332673.5

CockroachDB

Workload: KV, 60% Reads - Concurrency: 256

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 256BlockVolume - Intel Xeon Platinum 83587K14K21K28K35KSE +/- 266.29, N = 333380.6

CockroachDB

Workload: KV, 60% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 512BlockVolume - Intel Xeon Platinum 83587K14K21K28K35KSE +/- 127.92, N = 333102.1

CockroachDB

Workload: KV, 95% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 128BlockVolume - Intel Xeon Platinum 83589K18K27K36K45KSE +/- 180.07, N = 340112.2

CockroachDB

Workload: KV, 95% Reads - Concurrency: 256

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 256BlockVolume - Intel Xeon Platinum 83589K18K27K36K45KSE +/- 83.28, N = 339751.8

CockroachDB

Workload: KV, 95% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 512BlockVolume - Intel Xeon Platinum 83588K16K24K32K40KSE +/- 131.38, N = 338397.7

CockroachDB

Workload: KV, 10% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 1024BlockVolume - Intel Xeon Platinum 83586K12K18K24K30KSE +/- 35.87, N = 326918.9

CockroachDB

Workload: KV, 50% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 1024BlockVolume - Intel Xeon Platinum 83587K14K21K28K35KSE +/- 51.78, N = 330433.9

CockroachDB

Workload: KV, 60% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 1024BlockVolume - Intel Xeon Platinum 83587K14K21K28K35KSE +/- 70.24, N = 331576.0

CockroachDB

Workload: KV, 95% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 1024BlockVolume - Intel Xeon Platinum 83588K16K24K32K40KSE +/- 16.24, N = 336403.0

Apache IoTDB

Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100BlockVolume - Intel Xeon Platinum 835830K60K90K120K150KSE +/- 2039.64, N = 3144617

Apache IoTDB

Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100BlockVolume - Intel Xeon Platinum 8358306090120150SE +/- 2.40, N = 3112.55MAX: 25254.77

Apache IoTDB

Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100BlockVolume - Intel Xeon Platinum 835870K140K210K280K350KSE +/- 2425.11, N = 15346334

Apache IoTDB

Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100BlockVolume - Intel Xeon Platinum 8358306090120150SE +/- 1.32, N = 15117.52MAX: 28037.2

Apache IoTDB

Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100BlockVolume - Intel Xeon Platinum 8358120K240K360K480K600KSE +/- 4324.05, N = 14546266

Apache IoTDB

Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100BlockVolume - Intel Xeon Platinum 8358306090120150SE +/- 1.39, N = 14119.54MAX: 28096.21

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100BlockVolume - Intel Xeon Platinum 835860K120K180K240K300KSE +/- 2647.09, N = 6273101

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100BlockVolume - Intel Xeon Platinum 83581530456075SE +/- 0.77, N = 665.33MAX: 24110.81

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100BlockVolume - Intel Xeon Platinum 8358140K280K420K560K700KSE +/- 8131.80, N = 4654010

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100BlockVolume - Intel Xeon Platinum 83581530456075SE +/- 1.04, N = 468.03MAX: 24076.88

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100BlockVolume - Intel Xeon Platinum 8358200K400K600K800K1000KSE +/- 10155.26, N = 31002051

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100BlockVolume - Intel Xeon Platinum 83581632486480SE +/- 1.05, N = 370.29MAX: 24085.87

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100BlockVolume - Intel Xeon Platinum 8358130K260K390K520K650KSE +/- 4245.00, N = 3628837

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100BlockVolume - Intel Xeon Platinum 8358714212835SE +/- 0.11, N = 329.26MAX: 15217.1

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 400

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 400BlockVolume - Intel Xeon Platinum 8358130K260K390K520K650KSE +/- 1431.75, N = 3622939

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 400

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 400BlockVolume - Intel Xeon Platinum 8358306090120150SE +/- 0.30, N = 3112.07MAX: 26225.36

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100BlockVolume - Intel Xeon Platinum 8358300K600K900K1200K1500KSE +/- 16190.39, N = 41333831

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100BlockVolume - Intel Xeon Platinum 8358816243240SE +/- 0.42, N = 434.86MAX: 13972.22

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 400

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 400BlockVolume - Intel Xeon Platinum 8358300K600K900K1200K1500KSE +/- 1398.60, N = 31362224

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 400

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 400BlockVolume - Intel Xeon Platinum 8358306090120150SE +/- 0.19, N = 3125.38MAX: 26677.87

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100BlockVolume - Intel Xeon Platinum 8358400K800K1200K1600K2000KSE +/- 22696.55, N = 151726809

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100BlockVolume - Intel Xeon Platinum 8358918273645SE +/- 0.38, N = 1541.03MAX: 13994.63

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 400

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 400BlockVolume - Intel Xeon Platinum 8358400K800K1200K1600K2000KSE +/- 19032.96, N = 151706348

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 400

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 400BlockVolume - Intel Xeon Platinum 8358306090120150SE +/- 0.66, N = 15142.56MAX: 26729.82

Apache IoTDB

Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100BlockVolume - Intel Xeon Platinum 8358200K400K600K800K1000KSE +/- 2688.36, N = 3907036

Apache IoTDB

Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 100BlockVolume - Intel Xeon Platinum 8358510152025SE +/- 0.07, N = 320.60MAX: 24108.43

Apache IoTDB

Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 400

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 400BlockVolume - Intel Xeon Platinum 8358200K400K600K800K1000KSE +/- 2259.53, N = 3929362

Apache IoTDB

Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 400

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 200 - Client Number: 400BlockVolume - Intel Xeon Platinum 835820406080100SE +/- 0.07, N = 378.28MAX: 26681.83

Apache IoTDB

Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100BlockVolume - Intel Xeon Platinum 8358300K600K900K1200K1500KSE +/- 28561.13, N = 151546087

Apache IoTDB

Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 100BlockVolume - Intel Xeon Platinum 8358714212835SE +/- 0.45, N = 1529.21MAX: 24107.58

Apache IoTDB

Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 400

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 400BlockVolume - Intel Xeon Platinum 8358300K600K900K1200K1500KSE +/- 10070.97, N = 31631840

Apache IoTDB

Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 400

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 500 - Client Number: 400BlockVolume - Intel Xeon Platinum 835820406080100SE +/- 0.54, N = 399.63MAX: 27054.61

Apache IoTDB

Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100BlockVolume - Intel Xeon Platinum 8358400K800K1200K1600K2000KSE +/- 22046.05, N = 151715535

Apache IoTDB

Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 100BlockVolume - Intel Xeon Platinum 8358918273645SE +/- 0.29, N = 1540.06MAX: 24219.99

Apache IoTDB

Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 400

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 400BlockVolume - Intel Xeon Platinum 8358400K800K1200K1600K2000KSE +/- 17167.03, N = 31901225

Apache IoTDB

Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 400

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 1 - Sensor Count: 800 - Client Number: 400BlockVolume - Intel Xeon Platinum 8358306090120150SE +/- 1.16, N = 3139.79MAX: 27148.88

Apache IoTDB

Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100BlockVolume - Intel Xeon Platinum 83582M4M6M8M10MSE +/- 64184.73, N = 310520120

Apache IoTDB

Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100BlockVolume - Intel Xeon Platinum 8358306090120150SE +/- 5.53, N = 3140.52MAX: 25653.11

Apache IoTDB

Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100BlockVolume - Intel Xeon Platinum 83583M6M9M12M15MSE +/- 141170.20, N = 314269671

Apache IoTDB

Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100BlockVolume - Intel Xeon Platinum 835850100150200250SE +/- 6.80, N = 3206.74MAX: 29936.02

Apache IoTDB

Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100BlockVolume - Intel Xeon Platinum 83583M6M9M12M15MSE +/- 257337.63, N = 913769487

Apache IoTDB

Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100BlockVolume - Intel Xeon Platinum 835880160240320400SE +/- 4.36, N = 9348.11MAX: 84986.5

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100BlockVolume - Intel Xeon Platinum 835812M24M36M48M60MSE +/- 3179808.99, N = 1456722192

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100BlockVolume - Intel Xeon Platinum 8358714212835SE +/- 5.87, N = 1431.57MAX: 18851.53

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100BlockVolume - Intel Xeon Platinum 835820M40M60M80M100MSE +/- 428013.98, N = 378173713

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 100BlockVolume - Intel Xeon Platinum 83581224364860SE +/- 0.54, N = 353.37MAX: 1077.06

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100BlockVolume - Intel Xeon Platinum 835830M60M90M120M150MSE +/- 1027706.72, N = 3134633387

Apache IoTDB

Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 100BlockVolume - Intel Xeon Platinum 8358918273645SE +/- 0.82, N = 338.87MAX: 1287.66

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100BlockVolume - Intel Xeon Platinum 835817M34M51M68M85MSE +/- 512657.10, N = 377558468

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 100BlockVolume - Intel Xeon Platinum 8358510152025SE +/- 0.14, N = 321.88MAX: 566.79

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 400

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 400BlockVolume - Intel Xeon Platinum 835815M30M45M60M75MSE +/- 2588914.10, N = 1370319260

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 400

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 400BlockVolume - Intel Xeon Platinum 835820406080100SE +/- 5.50, N = 1391.30MAX: 13327.22

Apache IoTDB

Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 400

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 400BlockVolume - Intel Xeon Platinum 83582468106

Phoronix Test Suite v10.8.4