pts-multiple-24-intel-20230924

2 x Intel Xeon Platinum 8452Y testing with a Lenovo SB27A92818 v06 (ESE110Q-1.10 BIOS) and astdrmfb on AlmaLinux 9.2 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2309265-NE-PTSMULTIP87.

pts-multiple-24-intel-20230924ProcessorMotherboardMemoryDiskGraphicsOSKernelCompilerFile-SystemScreen Resolution2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo2 x Intel Xeon Platinum 8452Y @ 3.20GHz (72 Cores / 144 Threads)Lenovo SB27A92818 v06 (ESE110Q-1.10 BIOS)8 x 32 GB DDR5-4800MT/s Hynix HMCG84MEBQA115N2 x 960GB Micron_7450_MTFDKBA960TFRastdrmfbAlmaLinux 9.25.14.0-284.30.1.el9_2.x86_64 (x86_64)GCC 11.3.1 20221121ext41024x768OpenBenchmarking.org- Transparent Huge Pages: always- --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-host-bind-now --enable-host-pie --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-link-serialization=1 --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-arch_64=x86-64-v2 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver --without-isl - NONE / relatime,rw,stripe=64 / Block Size: 4096- Scaling Governor: intel_cpufreq performance - CPU Microcode: 0x2b0004b1- OpenJDK Runtime Environment (Red_Hat-11.0.20.0.8-1) (build 11.0.20+8-LTS)- Python 3.9.16- 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 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

pts-multiple-24-intel-20230924blogbench: Readblogbench: Writesimdjson: Kostyasimdjson: TopTweetsimdjson: LargeRandsimdjson: PartialTweetssimdjson: DistinctUserIDebizzy: perl-benchmark: Pod2htmlperl-benchmark: Interpreteropenssl: SHA256openssl: SHA512openssl: RSA4096openssl: RSA4096openssl: ChaCha20openssl: AES-128-GCMopenssl: AES-256-GCMopenssl: ChaCha20-Poly1305clickhouse: 100M Rows Hits Dataset, First Run / Cold Cacheclickhouse: 100M Rows Hits Dataset, Second Runclickhouse: 100M Rows Hits Dataset, Third Runcouchdb: 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: 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 - 2000 - SHA-512 Benchmark Timespark: 40000000 - 2000 - Calculate Pi Benchmarkspark: 40000000 - 2000 - Calculate Pi Benchmark Using Dataframecockroach: 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: 500 - 100 - 500 - 100apache-iotdb: 500 - 100 - 500 - 100apache-iotdb: 500 - 100 - 500 - 400apache-iotdb: 500 - 100 - 500 - 400apache-iotdb: 500 - 100 - 800 - 100apache-iotdb: 500 - 100 - 800 - 100apache-iotdb: 500 - 100 - 800 - 400apache-iotdb: 500 - 100 - 800 - 400apache-iotdb: 800 - 100 - 200 - 100apache-iotdb: 800 - 100 - 200 - 100apache-iotdb: 800 - 100 - 200 - 400apache-iotdb: 800 - 100 - 200 - 400apache-iotdb: 800 - 100 - 500 - 100apache-iotdb: 800 - 100 - 500 - 100apache-iotdb: 800 - 100 - 500 - 400apache-iotdb: 800 - 100 - 500 - 400apache-iotdb: 800 - 100 - 800 - 100apache-iotdb: 800 - 100 - 800 - 100apache-iotdb: 800 - 100 - 800 - 400apache-iotdb: 800 - 100 - 800 - 400dragonflydb: 10 - 1:1dragonflydb: 10 - 1:5dragonflydb: 10 - 5:1dragonflydb: 20 - 1:1dragonflydb: 20 - 1:5dragonflydb: 20 - 5:1dragonflydb: 10 - 1:10dragonflydb: 20 - 1:10dragonflydb: 10 - 1:100dragonflydb: 20 - 1:100redis: GET - 50redis: SET - 50redis: GET - 500redis: LPOP - 50redis: SADD - 50redis: SET - 500redis: GET - 1000redis: LPOP - 500redis: LPUSH - 50redis: SADD - 500redis: SET - 1000redis: LPOP - 1000redis: LPUSH - 500redis: SADD - 1000redis: LPUSH - 1000yugabytedb: CassandraBatchKeyValue, Batch 10 - 16 - 02 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo1353860377423.085.281.014.225.4339913940.115952880.00134144736994466532680934164734303.71130081.3335151788033956154317300743604575983239593426987354.27370.57370.2984.903292.544153.094529.885216.216749.6434.6329.862.796.072.742.131.525.0329.762.256.813.142.601.544.9629.612.767.372.763.022.475.1729.692.687.303.203.332.3412.1329.843.488.945.755.814.6812.8329.782.5910.195.936.265.1421.7429.732.0913.3610.3310.448.8321.2029.793.0514.9110.2310.859.3938.0929.792.5621.5116.9619.4916.8838.6029.632.4513.0129.922.7211.866.676.346.5913.2429.952.4611.367.177.006.7521.3829.922.4020.4910.9611.5911.4021.2429.932.3619.7410.9311.7011.8538.7929.662.3539.2629.682.87947.0948.0942.6942.863407.262268.261145.375635.475203.870750.974771.379662.173828.787945.284027.482347.959398.565509.169244.574312.3143245112.47357940114.95567756115.6828033263.2870113063.72107567965.6567610927.13674845103.72163582528.021614384108.56252482829.042443841114.53102450617.92103218870.07243683918.97241431875.47366592320.20355610481.9213487504120.2729960677133.5143481991139.782492049670.054840650487.0965770477101.774886355437.1947186438143.857820188859.1977074512214.809176426881.1892599830284.576285351029.7260294390121.329081095052.2190801259204.289731559478.6598810217300.7628384822.2927547349.9724470079.7434385246.4734686908.2532819102.4426425891.7635296316.4127557084.7034814490.723209852.422210022.082687084.083090479.752437102.832207069.272558071.793140977.081880886.502451004.672189296.421825331.131823453.562401761.71819040.44OpenBenchmarking.org

BlogBench

Test: Read

OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.1Test: Read2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo300K600K900K1200K1500KSE +/- 13835.90, N = 913538601. (CC) gcc options: -O2

BlogBench

Test: Write

OpenBenchmarking.orgFinal Score, More Is BetterBlogBench 1.1Test: Write2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo8K16K24K32K40KSE +/- 494.49, N = 3377421. (CC) gcc options: -O2

simdjson

Throughput Test: Kostya

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: Kostya2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.6931.3862.0792.7723.465SE +/- 0.00, N = 33.081. (CXX) g++ options: -O3

simdjson

Throughput Test: TopTweet

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: TopTweet2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo1.1882.3763.5644.7525.94SE +/- 0.00, N = 35.281. (CXX) g++ options: -O3

simdjson

Throughput Test: LargeRandom

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: LargeRandom2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.22730.45460.68190.90921.1365SE +/- 0.00, N = 31.011. (CXX) g++ options: -O3

simdjson

Throughput Test: PartialTweets

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: PartialTweets2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.94951.8992.84853.7984.7475SE +/- 0.00, N = 34.221. (CXX) g++ options: -O3

simdjson

Throughput Test: DistinctUserID

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: DistinctUserID2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo1.22182.44363.66544.88726.109SE +/- 0.00, N = 35.431. (CXX) g++ options: -O3

ebizzy

OpenBenchmarking.orgRecords/s, More Is Betterebizzy 0.32 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo900K1800K2700K3600K4500KSE +/- 78822.49, N = 1539913941. (CC) gcc options: -pthread -lpthread -O3 -march=native

Perl Benchmarks

Test: Pod2html

OpenBenchmarking.orgSeconds, Fewer Is BetterPerl BenchmarksTest: Pod2html2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.02610.05220.07830.10440.1305SE +/- 0.00005698, N = 30.11595288

Perl Benchmarks

Test: Interpreter

OpenBenchmarking.orgSeconds, Fewer Is BetterPerl BenchmarksTest: Interpreter2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.00030.00060.00090.00120.0015SE +/- 0.00000116, N = 30.00134144

OpenSSL

Algorithm: SHA256

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA2562 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo16000M32000M48000M64000M80000MSE +/- 70281303.00, N = 3736994466531. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: SHA512

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA5122 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo6000M12000M18000M24000M30000MSE +/- 1261674.60, N = 3268093416471. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: RSA4096

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.1Algorithm: RSA40962 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo7K14K21K28K35KSE +/- 3.12, N = 334303.71. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: RSA4096

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.1Algorithm: RSA40962 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo200K400K600K800K1000KSE +/- 109.67, N = 31130081.31. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: ChaCha20

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha202 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo70000M140000M210000M280000M350000MSE +/- 33385747.80, N = 33351517880331. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: AES-128-GCM

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-128-GCM2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo200000M400000M600000M800000M1000000MSE +/- 841054927.26, N = 39561543173001. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: AES-256-GCM

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-256-GCM2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo160000M320000M480000M640000M800000MSE +/- 679080827.67, N = 37436045759831. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: ChaCha20-Poly1305

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20-Poly13052 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo50000M100000M150000M200000M250000MSE +/- 21861747.31, N = 32395934269871. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

ClickHouse

100M Rows Hits Dataset, First Run / Cold Cache

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, First Run / Cold Cache2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo80160240320400SE +/- 1.19, N = 3354.27MIN: 42.7 / MAX: 4000

ClickHouse

100M Rows Hits Dataset, Second Run

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Second Run2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo80160240320400SE +/- 4.65, N = 3370.57MIN: 43.45 / MAX: 4000

ClickHouse

100M Rows Hits Dataset, Third Run

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Third Run2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo80160240320400SE +/- 4.59, N = 3370.29MIN: 43.6 / MAX: 4285.71

Apache CouchDB

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 100 - Inserts: 1000 - Rounds: 302 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo20406080100SE +/- 0.09, N = 384.90

Apache CouchDB

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 100 - Inserts: 3000 - Rounds: 302 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo60120180240300SE +/- 0.12, N = 3292.54

Apache CouchDB

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 300 - Inserts: 1000 - Rounds: 302 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo306090120150SE +/- 0.16, N = 3153.09

Apache CouchDB

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 300 - Inserts: 3000 - Rounds: 302 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo110220330440550SE +/- 0.41, N = 3529.89

Apache CouchDB

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 500 - Inserts: 1000 - Rounds: 302 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo50100150200250SE +/- 0.97, N = 3216.22

Apache CouchDB

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 500 - Inserts: 3000 - Rounds: 302 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo160320480640800SE +/- 0.55, N = 3749.64

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo1.04182.08363.12544.16725.209SE +/- 0.05, N = 154.63

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo714212835SE +/- 0.02, N = 1529.86

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 Dataframe2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.62781.25561.88342.51123.139SE +/- 0.19, N = 152.79

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo246810SE +/- 0.05, N = 156.07

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Repartition Test Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.61651.2331.84952.4663.0825SE +/- 0.09, N = 152.74

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.47930.95861.43791.91722.3965SE +/- 0.02, N = 152.13

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.3420.6841.0261.3681.71SE +/- 0.02, N = 151.52

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo1.13182.26363.39544.52725.659SE +/- 0.05, N = 35.03

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo714212835SE +/- 0.04, N = 329.76

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 Dataframe2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.50631.01261.51892.02522.5315SE +/- 0.11, N = 32.25

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo246810SE +/- 0.04, N = 36.81

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Repartition Test Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.70651.4132.11952.8263.5325SE +/- 0.44, N = 33.14

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.5851.171.7552.342.925SE +/- 0.06, N = 32.60

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.34650.6931.03951.3861.7325SE +/- 0.03, N = 31.54

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo1.1162.2323.3484.4645.58SE +/- 0.06, N = 34.96

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo714212835SE +/- 0.01, N = 329.61

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 Dataframe2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.6211.2421.8632.4843.105SE +/- 0.73, N = 32.76

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo246810SE +/- 0.03, N = 37.37

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Repartition Test Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.6211.2421.8632.4843.105SE +/- 0.14, N = 32.76

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.67951.3592.03852.7183.3975SE +/- 0.04, N = 33.02

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.55581.11161.66742.22322.779SE +/- 0.21, N = 32.47

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo1.16332.32663.48994.65325.8165SE +/- 0.05, N = 155.17

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo714212835SE +/- 0.02, N = 1529.69

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 Dataframe2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.6031.2061.8092.4123.015SE +/- 0.16, N = 152.68

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo246810SE +/- 0.05, N = 157.30

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Repartition Test Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.721.442.162.883.6SE +/- 0.13, N = 153.20

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.74931.49862.24792.99723.7465SE +/- 0.06, N = 153.33

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.52651.0531.57952.1062.6325SE +/- 0.04, N = 152.34

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo3691215SE +/- 0.15, N = 412.13

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo714212835SE +/- 0.02, N = 429.84

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 Dataframe2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.7831.5662.3493.1323.915SE +/- 0.86, N = 43.48

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo246810SE +/- 0.26, N = 48.94

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Repartition Test Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo1.29382.58763.88145.17526.469SE +/- 0.21, N = 45.75

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo1.30732.61463.92195.22926.5365SE +/- 0.25, N = 45.81

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo1.0532.1063.1594.2125.265SE +/- 0.15, N = 44.68

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo3691215SE +/- 0.07, N = 312.83

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo714212835SE +/- 0.01, N = 329.78

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 Dataframe2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.58281.16561.74842.33122.914SE +/- 0.46, N = 32.59

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo3691215SE +/- 0.22, N = 310.19

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Repartition Test Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo1.33432.66864.00295.33726.6715SE +/- 0.07, N = 35.93

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo246810SE +/- 0.22, N = 36.26

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo1.15652.3133.46954.6265.7825SE +/- 0.12, N = 35.14

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo510152025SE +/- 0.21, N = 321.74

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo714212835SE +/- 0.01, N = 329.73

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 Dataframe2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.47030.94061.41091.88122.3515SE +/- 0.03, N = 32.09

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo3691215SE +/- 0.40, N = 313.36

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Repartition Test Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo3691215SE +/- 0.18, N = 310.33

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo3691215SE +/- 0.18, N = 310.44

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo246810SE +/- 0.21, N = 38.83

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo510152025SE +/- 0.29, N = 321.20

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo714212835SE +/- 0.03, N = 329.79

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 Dataframe2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.68631.37262.05892.74523.4315SE +/- 0.93, N = 33.05

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo48121620SE +/- 0.06, N = 314.91

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Repartition Test Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo3691215SE +/- 0.15, N = 310.23

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo3691215SE +/- 0.29, N = 310.85

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo3691215SE +/- 0.08, N = 39.39

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo918273645SE +/- 0.31, N = 338.09

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo714212835SE +/- 0.04, N = 329.79

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 Dataframe2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.5761.1521.7282.3042.88SE +/- 0.41, N = 32.56

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo510152025SE +/- 0.17, N = 321.51

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Repartition Test Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo48121620SE +/- 0.57, N = 316.96

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo510152025SE +/- 0.56, N = 319.49

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo48121620SE +/- 0.73, N = 316.88

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo918273645SE +/- 0.21, N = 338.60

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo714212835SE +/- 0.03, N = 329.63

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 Dataframe2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.55131.10261.65392.20522.7565SE +/- 0.32, N = 32.45

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo3691215SE +/- 0.13, N = 513.01

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo714212835SE +/- 0.02, N = 529.92

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 Dataframe2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.6121.2241.8362.4483.06SE +/- 0.29, N = 52.72

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo3691215SE +/- 0.22, N = 511.86

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Repartition Test Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo246810SE +/- 0.14, N = 56.67

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo246810SE +/- 0.12, N = 56.34

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo246810SE +/- 0.20, N = 56.59

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo3691215SE +/- 0.10, N = 1513.24

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo714212835SE +/- 0.02, N = 1529.95

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 Dataframe2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.55351.1071.66052.2142.7675SE +/- 0.13, N = 152.46

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo3691215SE +/- 0.12, N = 1511.36

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Repartition Test Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo246810SE +/- 0.12, N = 157.17

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo246810SE +/- 0.08, N = 157.00

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo246810SE +/- 0.12, N = 156.75

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo510152025SE +/- 0.13, N = 1521.38

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo714212835SE +/- 0.02, N = 1529.92

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 Dataframe2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.541.081.622.162.7SE +/- 0.12, N = 152.40

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo510152025SE +/- 0.28, N = 1520.49

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Repartition Test Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo3691215SE +/- 0.23, N = 1510.96

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo3691215SE +/- 0.24, N = 1511.59

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo3691215SE +/- 0.19, N = 1511.40

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo510152025SE +/- 0.02, N = 321.24

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo714212835SE +/- 0.03, N = 329.93

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 Dataframe2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.5311.0621.5932.1242.655SE +/- 0.36, N = 32.36

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo510152025SE +/- 0.48, N = 319.74

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Repartition Test Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo3691215SE +/- 0.20, N = 310.93

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo3691215SE +/- 0.46, N = 311.70

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo3691215SE +/- 0.48, N = 311.85

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo918273645SE +/- 0.30, N = 1038.79

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo714212835SE +/- 0.02, N = 1029.66

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 Dataframe2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.52881.05761.58642.11522.644SE +/- 0.15, N = 102.35

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 Time2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo918273645SE +/- 0.49, N = 339.26

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo714212835SE +/- 0.01, N = 329.68

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 Dataframe2 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo0.64581.29161.93742.58323.229SE +/- 0.30, N = 32.87

CockroachDB

Workload: MoVR - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 1282 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo2004006008001000SE +/- 4.59, N = 3947.0

CockroachDB

Workload: MoVR - Concurrency: 256

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 2562 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo2004006008001000SE +/- 0.63, N = 3948.0

CockroachDB

Workload: MoVR - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 5122 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo2004006008001000SE +/- 0.71, N = 3942.6

CockroachDB

Workload: MoVR - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 10242 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo2004006008001000SE +/- 4.02, N = 3942.8

CockroachDB

Workload: KV, 10% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 1282 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo14K28K42K56K70KSE +/- 731.26, N = 363407.2

CockroachDB

Workload: KV, 10% Reads - Concurrency: 256

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 2562 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo13K26K39K52K65KSE +/- 873.63, N = 1262268.2

CockroachDB

Workload: KV, 10% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 5122 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo13K26K39K52K65KSE +/- 868.71, N = 1561145.3

CockroachDB

Workload: KV, 50% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 1282 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo16K32K48K64K80KSE +/- 1081.48, N = 1575635.4

CockroachDB

Workload: KV, 50% Reads - Concurrency: 256

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 2562 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo16K32K48K64K80KSE +/- 1198.76, N = 1575203.8

CockroachDB

Workload: KV, 50% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 5122 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo15K30K45K60K75KSE +/- 1262.80, N = 1270750.9

CockroachDB

Workload: KV, 60% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 1282 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo16K32K48K64K80KSE +/- 461.58, N = 374771.3

CockroachDB

Workload: KV, 60% Reads - Concurrency: 256

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 2562 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo20K40K60K80K100KSE +/- 1368.84, N = 1579662.1

CockroachDB

Workload: KV, 60% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 5122 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo16K32K48K64K80KSE +/- 1362.29, N = 1573828.7

CockroachDB

Workload: KV, 95% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 1282 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo20K40K60K80K100KSE +/- 2134.17, N = 1587945.2

CockroachDB

Workload: KV, 95% Reads - Concurrency: 256

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 2562 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo20K40K60K80K100KSE +/- 2303.16, N = 1284027.4

CockroachDB

Workload: KV, 95% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 5122 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo20K40K60K80K100KSE +/- 2323.56, N = 1582347.9

CockroachDB

Workload: KV, 10% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 10242 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo13K26K39K52K65KSE +/- 902.23, N = 1559398.5

CockroachDB

Workload: KV, 50% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 10242 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo14K28K42K56K70KSE +/- 1066.47, N = 1265509.1

CockroachDB

Workload: KV, 60% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 10242 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo15K30K45K60K75KSE +/- 1422.18, N = 1269244.5

CockroachDB

Workload: KV, 95% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 10242 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo16K32K48K64K80KSE +/- 2809.98, N = 1274312.3

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo30K60K90K120K150KSE +/- 2030.60, N = 3143245

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo306090120150SE +/- 1.16, N = 3112.47MAX: 25326.15

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo80K160K240K320K400KSE +/- 3142.02, N = 12357940

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo306090120150SE +/- 1.67, N = 12114.95MAX: 28381.57

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo120K240K360K480K600KSE +/- 6000.33, N = 12567756

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo306090120150SE +/- 1.75, N = 12115.68MAX: 28866.75

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo60K120K180K240K300KSE +/- 3306.27, N = 3280332

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo1428425670SE +/- 1.03, N = 363.28MAX: 23857.52

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo150K300K450K600K750KSE +/- 5305.38, N = 10701130

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo1428425670SE +/- 0.57, N = 1063.72MAX: 23865.37

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo200K400K600K800K1000KSE +/- 13890.93, N = 31075679

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo1530456075SE +/- 0.17, N = 365.65MAX: 23848.18

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo140K280K420K560K700KSE +/- 5213.24, N = 10676109

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo612182430SE +/- 0.24, N = 1027.13MAX: 13821.08

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: 4002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo140K280K420K560K700KSE +/- 6190.31, N = 7674845

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: 4002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo20406080100SE +/- 0.23, N = 7103.72MAX: 26342.12

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo400K800K1200K1600K2000KSE +/- 18299.74, N = 41635825

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo714212835SE +/- 0.37, N = 428.02MAX: 10091.01

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: 4002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo300K600K900K1200K1500KSE +/- 15584.20, N = 61614384

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: 4002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo20406080100SE +/- 0.51, N = 6108.56MAX: 26570.84

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo500K1000K1500K2000K2500KSE +/- 18362.60, N = 152524828

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo714212835SE +/- 0.25, N = 1529.04MAX: 10094.84

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: 4002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo500K1000K1500K2000K2500KSE +/- 21910.82, N = 32443841

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: 4002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo306090120150SE +/- 0.61, N = 3114.53MAX: 26472.04

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo200K400K600K800K1000KSE +/- 12396.10, N = 31024506

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo48121620SE +/- 0.24, N = 317.92MAX: 23836.77

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: 4002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo200K400K600K800K1000KSE +/- 7411.15, N = 31032188

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: 4002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo1632486480SE +/- 0.45, N = 370.07MAX: 26342.88

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo500K1000K1500K2000K2500KSE +/- 17138.79, N = 152436839

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo510152025SE +/- 0.12, N = 1518.97MAX: 23835.89

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: 4002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo500K1000K1500K2000K2500KSE +/- 32261.15, N = 32414318

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: 4002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo20406080100SE +/- 0.54, N = 375.47MAX: 26864.07

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo800K1600K2400K3200K4000KSE +/- 23943.79, N = 153665923

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo510152025SE +/- 0.15, N = 1520.20MAX: 23857.86

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: 4002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo800K1600K2400K3200K4000KSE +/- 28820.07, N = 33556104

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: 4002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo20406080100SE +/- 1.11, N = 381.92MAX: 27550.08

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo3M6M9M12M15MSE +/- 94210.07, N = 1513487504

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo306090120150SE +/- 1.38, N = 15120.27MAX: 27345.03

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo6M12M18M24M30MSE +/- 252043.51, N = 329960677

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo306090120150SE +/- 0.46, N = 3133.51MAX: 26618.69

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo9M18M27M36M45MSE +/- 444862.59, N = 343481991

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo306090120150SE +/- 3.81, N = 3139.78MAX: 25906.9

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo5M10M15M20M25MSE +/- 207170.85, N = 324920496

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo1632486480SE +/- 0.49, N = 370.05MAX: 23879.97

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo10M20M30M40M50MSE +/- 396276.07, N = 348406504

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo20406080100SE +/- 1.22, N = 387.09MAX: 24121.93

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo14M28M42M56M70MSE +/- 736992.16, N = 365770477

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo20406080100SE +/- 4.02, N = 3101.77MAX: 23989.96

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo10M20M30M40M50MSE +/- 334647.43, N = 1548863554

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: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo918273645SE +/- 0.31, N = 1537.19MAX: 11342.68

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: 4002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo10M20M30M40M50MSE +/- 283701.41, N = 1547186438

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: 4002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo306090120150SE +/- 0.75, N = 15143.85MAX: 27536.5

Apache IoTDB

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

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo20M40M60M80M100MSE +/- 990164.23, N = 378201888

Apache IoTDB

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

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo1326395265SE +/- 0.58, N = 359.19MAX: 10094.05

Apache IoTDB

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

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 4002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo17M34M51M68M85MSE +/- 950904.61, N = 477074512

Apache IoTDB

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

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 4002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo50100150200250SE +/- 3.92, N = 4214.80MAX: 27510.12

Apache IoTDB

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

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo20M40M60M80M100MSE +/- 126724.52, N = 391764268

Apache IoTDB

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

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo20406080100SE +/- 0.23, N = 381.18MAX: 10095.23

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 4002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo20M40M60M80M100MSE +/- 562473.08, N = 392599830

Apache IoTDB

Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 4002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo60120180240300SE +/- 1.31, N = 3284.57MAX: 28245.75

Apache IoTDB

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

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo13M26M39M52M65MSE +/- 264891.90, N = 362853510

Apache IoTDB

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

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo714212835SE +/- 0.10, N = 329.72MAX: 23867.38

Apache IoTDB

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

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 200 - Client Number: 4002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo13M26M39M52M65MSE +/- 654610.38, N = 360294390

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: 4002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo306090120150SE +/- 0.83, N = 3121.32MAX: 27902.51

Apache IoTDB

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

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo20M40M60M80M100MSE +/- 305521.61, N = 390810950

Apache IoTDB

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

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo1224364860SE +/- 0.24, N = 352.21MAX: 23886.9

Apache IoTDB

Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 4002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo20M40M60M80M100MSE +/- 382851.04, N = 390801259

Apache IoTDB

Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 4002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo4080120160200SE +/- 0.84, N = 3204.28MAX: 27448.14

Apache IoTDB

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

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo20M40M60M80M100MSE +/- 592455.09, N = 397315594

Apache IoTDB

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

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo20406080100SE +/- 0.59, N = 378.65MAX: 23845.18

Apache IoTDB

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

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 4002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo20M40M60M80M100MSE +/- 931720.69, N = 798810217

Apache IoTDB

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

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 4002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo70140210280350SE +/- 3.92, N = 7300.76MAX: 28726.29

Dragonflydb

Clients Per Thread: 10 - Set To Get Ratio: 1:1

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 10 - Set To Get Ratio: 1:12 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo6M12M18M24M30MSE +/- 314632.12, N = 328384822.291. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Dragonflydb

Clients Per Thread: 10 - Set To Get Ratio: 1:5

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 10 - Set To Get Ratio: 1:52 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo6M12M18M24M30MSE +/- 335279.00, N = 327547349.971. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Dragonflydb

Clients Per Thread: 10 - Set To Get Ratio: 5:1

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 10 - Set To Get Ratio: 5:12 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo5M10M15M20M25MSE +/- 7960.69, N = 324470079.741. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Dragonflydb

Clients Per Thread: 20 - Set To Get Ratio: 1:1

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 20 - Set To Get Ratio: 1:12 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo7M14M21M28M35MSE +/- 64538.23, N = 334385246.471. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Dragonflydb

Clients Per Thread: 20 - Set To Get Ratio: 1:5

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 20 - Set To Get Ratio: 1:52 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo7M14M21M28M35MSE +/- 398558.58, N = 1534686908.251. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Dragonflydb

Clients Per Thread: 20 - Set To Get Ratio: 5:1

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 20 - Set To Get Ratio: 5:12 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo7M14M21M28M35MSE +/- 472094.54, N = 1532819102.441. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Dragonflydb

Clients Per Thread: 10 - Set To Get Ratio: 1:10

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 10 - Set To Get Ratio: 1:102 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo6M12M18M24M30MSE +/- 287307.45, N = 426425891.761. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Dragonflydb

Clients Per Thread: 20 - Set To Get Ratio: 1:10

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 20 - Set To Get Ratio: 1:102 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo8M16M24M32M40MSE +/- 390627.53, N = 335296316.411. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Dragonflydb

Clients Per Thread: 10 - Set To Get Ratio: 1:100

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 10 - Set To Get Ratio: 1:1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo6M12M18M24M30MSE +/- 224963.03, N = 1527557084.701. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Dragonflydb

Clients Per Thread: 20 - Set To Get Ratio: 1:100

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 20 - Set To Get Ratio: 1:1002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo7M14M21M28M35MSE +/- 362166.29, N = 534814490.721. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Redis

Test: GET - Parallel Connections: 50

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 502 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo700K1400K2100K2800K3500KSE +/- 2163.27, N = 33209852.421. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: SET - Parallel Connections: 50

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 502 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo500K1000K1500K2000K2500KSE +/- 437.96, N = 32210022.081. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: GET - Parallel Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 5002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo600K1200K1800K2400K3000KSE +/- 9553.52, N = 32687084.081. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: LPOP - Parallel Connections: 50

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPOP - Parallel Connections: 502 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo700K1400K2100K2800K3500KSE +/- 39895.15, N = 33090479.751. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: SADD - Parallel Connections: 50

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SADD - Parallel Connections: 502 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo500K1000K1500K2000K2500KSE +/- 10396.21, N = 32437102.831. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: SET - Parallel Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 5002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo500K1000K1500K2000K2500KSE +/- 19769.13, N = 72207069.271. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: GET - Parallel Connections: 1000

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 10002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo500K1000K1500K2000K2500KSE +/- 51919.64, N = 152558071.791. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: LPOP - Parallel Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPOP - Parallel Connections: 5002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo700K1400K2100K2800K3500KSE +/- 23340.40, N = 33140977.081. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: LPUSH - Parallel Connections: 50

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPUSH - Parallel Connections: 502 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo400K800K1200K1600K2000KSE +/- 15327.89, N = 31880886.501. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: SADD - Parallel Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SADD - Parallel Connections: 5002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo500K1000K1500K2000K2500KSE +/- 9324.48, N = 32451004.671. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: SET - Parallel Connections: 1000

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 10002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo500K1000K1500K2000K2500KSE +/- 31365.44, N = 32189296.421. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: LPOP - Parallel Connections: 1000

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPOP - Parallel Connections: 10002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo400K800K1200K1600K2000KSE +/- 11908.78, N = 31825331.131. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: LPUSH - Parallel Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPUSH - Parallel Connections: 5002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo400K800K1200K1600K2000KSE +/- 21301.49, N = 41823453.561. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: SADD - Parallel Connections: 1000

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SADD - Parallel Connections: 10002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo500K1000K1500K2000K2500KSE +/- 11166.38, N = 32401761.71. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: LPUSH - Parallel Connections: 1000

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPUSH - Parallel Connections: 10002 x Intel Xeon Platinum 8452Y - astdrmfb - Lenovo400K800K1200K1600K2000KSE +/- 20375.49, N = 41819040.441. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Phoronix Test Suite v10.8.5