oci-benchmark-compare-m6a-1

KVM testing on Ubuntu 20.04 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2311085-NE-OCIBENCHM51&grs.

oci-benchmark-compare-m6a-1ProcessorMotherboardChipsetMemoryDiskNetworkOSKernelVulkanCompilerFile-SystemSystem LayerAmazon Elastic Block StoreAMD EPYC 7R13 (8 Cores / 16 Threads)Amazon EC2 m6a.4xlarge (1.0 BIOS)Intel 440FX 82441FX PMC62GB32GB Amazon Elastic Block StoreAmazon ElasticUbuntu 20.045.15.0-1048-aws (x86_64)1.1.182GCC 9.4.0ext4KVMOpenBenchmarking.org- 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 - NONE / discard,relatime,rw / Block Size: 4096- CPU Microcode: 0xa0011d1- OpenJDK Runtime Environment (build 11.0.20.1+1-post-Ubuntu-0ubuntu120.04) - Python 3.8.10- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + 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 Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

oci-benchmark-compare-m6a-1dragonflydb: 60 - 5:1dragonflydb: 60 - 1:5dragonflydb: 60 - 1:1dragonflydb: 50 - 5:1dragonflydb: 50 - 1:5dragonflydb: 50 - 1:1dragonflydb: 20 - 5:1dragonflydb: 20 - 1:5dragonflydb: 20 - 1:1dragonflydb: 10 - 5:1dragonflydb: 10 - 1:5dragonflydb: 10 - 1:1apache-iotdb: 800 - 100 - 800 - 400apache-iotdb: 800 - 100 - 800 - 400apache-iotdb: 800 - 100 - 800 - 100apache-iotdb: 800 - 100 - 800 - 100apache-iotdb: 800 - 100 - 500 - 400apache-iotdb: 800 - 100 - 500 - 400apache-iotdb: 800 - 100 - 500 - 100apache-iotdb: 800 - 100 - 500 - 100apache-iotdb: 800 - 100 - 200 - 100apache-iotdb: 800 - 100 - 200 - 100apache-iotdb: 500 - 100 - 800 - 400apache-iotdb: 500 - 100 - 800 - 100apache-iotdb: 500 - 100 - 800 - 100apache-iotdb: 500 - 100 - 200 - 400apache-iotdb: 500 - 100 - 200 - 400apache-iotdb: 500 - 100 - 200 - 100apache-iotdb: 500 - 100 - 200 - 100apache-iotdb: 200 - 100 - 800 - 100apache-iotdb: 200 - 100 - 800 - 100apache-iotdb: 200 - 100 - 200 - 100apache-iotdb: 200 - 100 - 200 - 100apache-iotdb: 100 - 100 - 800 - 100apache-iotdb: 100 - 100 - 800 - 100apache-iotdb: 100 - 100 - 500 - 100apache-iotdb: 100 - 100 - 500 - 100apache-iotdb: 100 - 100 - 200 - 100apache-iotdb: 100 - 100 - 200 - 100apache-iotdb: 800 - 1 - 800 - 400apache-iotdb: 800 - 1 - 800 - 400apache-iotdb: 800 - 1 - 800 - 100apache-iotdb: 800 - 1 - 800 - 100apache-iotdb: 800 - 1 - 500 - 400apache-iotdb: 800 - 1 - 500 - 400apache-iotdb: 800 - 1 - 500 - 100apache-iotdb: 800 - 1 - 500 - 100apache-iotdb: 800 - 1 - 200 - 400apache-iotdb: 800 - 1 - 200 - 400apache-iotdb: 800 - 1 - 200 - 100apache-iotdb: 800 - 1 - 200 - 100apache-iotdb: 500 - 1 - 800 - 400apache-iotdb: 500 - 1 - 800 - 400apache-iotdb: 500 - 1 - 800 - 100apache-iotdb: 500 - 1 - 800 - 100apache-iotdb: 500 - 1 - 500 - 400apache-iotdb: 500 - 1 - 500 - 400apache-iotdb: 500 - 1 - 500 - 100apache-iotdb: 500 - 1 - 500 - 100apache-iotdb: 500 - 1 - 200 - 400apache-iotdb: 500 - 1 - 200 - 400apache-iotdb: 500 - 1 - 200 - 100apache-iotdb: 500 - 1 - 200 - 100apache-iotdb: 200 - 1 - 800 - 100apache-iotdb: 200 - 1 - 800 - 100apache-iotdb: 200 - 1 - 500 - 100apache-iotdb: 200 - 1 - 500 - 100apache-iotdb: 200 - 1 - 200 - 100apache-iotdb: 200 - 1 - 200 - 100apache-iotdb: 100 - 1 - 800 - 100apache-iotdb: 100 - 1 - 800 - 100apache-iotdb: 100 - 1 - 500 - 100apache-iotdb: 100 - 1 - 500 - 100apache-iotdb: 100 - 1 - 200 - 100apache-iotdb: 100 - 1 - 200 - 100cockroach: KV, 95% Reads - 1024cockroach: KV, 60% Reads - 1024cockroach: KV, 50% Reads - 1024cockroach: KV, 10% Reads - 1024cockroach: KV, 95% Reads - 512cockroach: KV, 95% Reads - 256cockroach: KV, 95% Reads - 128cockroach: KV, 60% Reads - 512cockroach: KV, 60% Reads - 256cockroach: KV, 60% Reads - 128cockroach: KV, 50% Reads - 512cockroach: KV, 50% Reads - 256cockroach: KV, 50% Reads - 128cockroach: KV, 10% Reads - 512cockroach: KV, 10% Reads - 256cockroach: KV, 10% Reads - 128cockroach: MoVR - 1024cockroach: MoVR - 512cockroach: MoVR - 256cockroach: MoVR - 128spark: 40000000 - 2000 - Broadcast Inner Join Test Timespark: 40000000 - 2000 - Inner Join Test Timespark: 40000000 - 2000 - Repartition Test Timespark: 40000000 - 2000 - Group By Test Timespark: 40000000 - 2000 - Calculate Pi Benchmark Using Dataframespark: 40000000 - 2000 - Calculate Pi Benchmarkspark: 40000000 - 2000 - SHA-512 Benchmark Timespark: 40000000 - 1000 - Broadcast Inner Join Test Timespark: 40000000 - 1000 - Inner Join Test Timespark: 40000000 - 1000 - Repartition Test Timespark: 40000000 - 1000 - Group By Test Timespark: 40000000 - 1000 - Calculate Pi Benchmark Using Dataframespark: 40000000 - 1000 - Calculate Pi Benchmarkspark: 40000000 - 1000 - SHA-512 Benchmark Timespark: 20000000 - 2000 - Broadcast Inner Join Test Timespark: 20000000 - 2000 - Inner Join Test Timespark: 20000000 - 2000 - Repartition Test Timespark: 20000000 - 2000 - Group By Test Timespark: 20000000 - 2000 - Calculate Pi Benchmark Using Dataframespark: 20000000 - 2000 - Calculate Pi Benchmarkspark: 20000000 - 2000 - SHA-512 Benchmark Timespark: 20000000 - 1000 - Broadcast Inner Join Test Timespark: 20000000 - 1000 - Inner Join Test Timespark: 20000000 - 1000 - Repartition Test Timespark: 20000000 - 1000 - Group By Test Timespark: 20000000 - 1000 - Calculate Pi Benchmark Using Dataframespark: 20000000 - 1000 - Calculate Pi Benchmarkspark: 20000000 - 1000 - SHA-512 Benchmark Timespark: 10000000 - 2000 - Broadcast Inner Join Test Timespark: 10000000 - 2000 - Inner Join Test Timespark: 10000000 - 2000 - Repartition Test Timespark: 10000000 - 2000 - Group By Test Timespark: 10000000 - 2000 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 2000 - Calculate Pi Benchmarkspark: 10000000 - 2000 - SHA-512 Benchmark Timespark: 10000000 - 1000 - Broadcast Inner Join Test Timespark: 10000000 - 1000 - Inner Join Test Timespark: 10000000 - 1000 - Repartition Test Timespark: 10000000 - 1000 - Group By Test Timespark: 10000000 - 1000 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 1000 - Calculate Pi Benchmarkspark: 10000000 - 1000 - SHA-512 Benchmark Timespark: 40000000 - 500 - Broadcast Inner Join Test Timespark: 40000000 - 500 - Inner Join Test Timespark: 40000000 - 500 - Repartition Test Timespark: 40000000 - 500 - Group By Test Timespark: 40000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 40000000 - 500 - Calculate Pi Benchmarkspark: 40000000 - 500 - SHA-512 Benchmark Timespark: 40000000 - 100 - Broadcast Inner Join Test Timespark: 40000000 - 100 - Inner Join Test Timespark: 40000000 - 100 - Repartition Test Timespark: 40000000 - 100 - Group By Test Timespark: 40000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 40000000 - 100 - Calculate Pi Benchmarkspark: 40000000 - 100 - SHA-512 Benchmark Timespark: 20000000 - 500 - Broadcast Inner Join Test Timespark: 20000000 - 500 - Inner Join Test Timespark: 20000000 - 500 - Repartition Test Timespark: 20000000 - 500 - Group By Test Timespark: 20000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 20000000 - 500 - Calculate Pi Benchmarkspark: 20000000 - 500 - SHA-512 Benchmark Timespark: 20000000 - 100 - Broadcast Inner Join Test Timespark: 20000000 - 100 - Inner Join Test Timespark: 20000000 - 100 - Repartition Test Timespark: 20000000 - 100 - Group By Test Timespark: 20000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 20000000 - 100 - Calculate Pi Benchmarkspark: 20000000 - 100 - SHA-512 Benchmark Timespark: 10000000 - 500 - Broadcast Inner Join Test Timespark: 10000000 - 500 - Inner Join Test Timespark: 10000000 - 500 - Group By Test Timespark: 10000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 500 - Calculate Pi Benchmarkspark: 10000000 - 500 - SHA-512 Benchmark Timespark: 10000000 - 100 - Broadcast Inner Join Test Timespark: 10000000 - 100 - Inner Join Test Timespark: 10000000 - 100 - Repartition Test Timespark: 10000000 - 100 - Group By Test Timespark: 10000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 100 - Calculate Pi Benchmarkspark: 10000000 - 100 - SHA-512 Benchmark Timespark: 1000000 - 2000 - Broadcast Inner Join Test Timespark: 1000000 - 2000 - Inner Join Test Timespark: 1000000 - 2000 - Repartition Test Timespark: 1000000 - 2000 - Group By Test Timespark: 1000000 - 2000 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 2000 - Calculate Pi Benchmarkspark: 1000000 - 2000 - SHA-512 Benchmark Timespark: 1000000 - 1000 - Inner Join Test Timespark: 1000000 - 1000 - Repartition Test Timespark: 1000000 - 1000 - Group By Test Timespark: 1000000 - 1000 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 1000 - Calculate Pi Benchmarkspark: 1000000 - 1000 - SHA-512 Benchmark Timespark: 1000000 - 500 - Broadcast Inner Join Test Timespark: 1000000 - 500 - Inner Join Test Timespark: 1000000 - 500 - Group By Test Timespark: 1000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 500 - Calculate Pi Benchmarkspark: 1000000 - 500 - SHA-512 Benchmark Timespark: 1000000 - 100 - Broadcast Inner Join Test Timespark: 1000000 - 100 - Inner Join Test Timespark: 1000000 - 100 - Repartition Test Timespark: 1000000 - 100 - Group By Test Timespark: 1000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 100 - Calculate Pi Benchmarkspark: 1000000 - 100 - SHA-512 Benchmark Timecouchdb: 500 - 3000 - 30couchdb: 500 - 1000 - 30couchdb: 300 - 3000 - 30couchdb: 300 - 1000 - 30couchdb: 100 - 3000 - 30couchdb: 100 - 1000 - 30node-web-tooling: openssl: ChaCha20-Poly1305openssl: AES-256-GCMopenssl: AES-128-GCMopenssl: ChaCha20openssl: RSA4096openssl: RSA4096openssl: SHA512openssl: SHA256perl-benchmark: Interpreterperl-benchmark: Pod2htmlebizzy: simdjson: DistinctUserIDsimdjson: PartialTweetssimdjson: LargeRandsimdjson: TopTweetsimdjson: Kostyasqlite: 1apache-iotdb: 800 - 100 - 200 - 400apache-iotdb: 800 - 100 - 200 - 400apache-iotdb: 500 - 100 - 800 - 400apache-iotdb: 500 - 100 - 500 - 400apache-iotdb: 500 - 100 - 500 - 400apache-iotdb: 500 - 100 - 500 - 100apache-iotdb: 500 - 100 - 500 - 100apache-iotdb: 200 - 100 - 500 - 100apache-iotdb: 200 - 100 - 500 - 100spark: 10000000 - 500 - Repartition Test Timespark: 1000000 - 1000 - Broadcast Inner Join Test Timespark: 1000000 - 500 - Repartition Test Timeleveldb: Hot ReadAmazon Elastic Block Store3053715.672937482.332966405.363036586.622932771.732991881.312577982.982630614.632653562.742124745.692102993.472146261.84115.7817112394922.4919551182794.9916192861427.1116974706186.342039136318249752241.93173672346263.242017028084.5119292659214.532472999886.6617259090200.2828356847157.2223382307129.3112416335105.75274202829.10259623089.97200008224.85189434476.3894811420.54908976133.32199355036.322039311120.07141724932.821413072110.2763318329.2263221170.57101256266.0767108565.60273088119.36546971117.91349230114.7414298536042.331598.930220.126915.338468.940187.641684.933570.333717.130586.032171.331879.427178.627562.625818.616131.8283.3279.9283.3279.343.7844.3435.4327.8510.05166.19680345748.0243.2543.7835.1628.2610.06163.5348.2122.3023.0017.8512.8710.00164.82710085625.0821.6222.8218.3313.0510.07163.30684888725.0011.5812.319.768.889.93164.30217408714.5011.0812.079.578.7610.05163.53177479814.2343.5143.2135.7128.9710.07164.84692672947.9643.1741.7035.7232.989.96164.47087961947.0622.2821.7418.1112.7410.04163.38785360625.0825.1224.0019.2713.0910.02164.08378387226.6611.5911.338.529.99164.28736036914.5812.5712.219.868.3910.05164.73540466914.822.153.152.465.2110.06164.5864393974.132.352.054.6510.03164.9125713273.731.632.024.3010.07165.8566290493.581.461.791.753.8410.03163.4006112333.35782.264237.661532.903160.880279.72084.67712.3324043994590346135272533789170032735435207613136968.22099.73894816373117858611570.000999940.114096136186034.253.620.954.152.7736.22771.0211811198462.24256.19109046138174.3324701612139.45224671419.731.951.86OpenBenchmarking.org

Dragonflydb

Clients Per Thread: 60 - Set To Get Ratio: 5:1

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 60 - Set To Get Ratio: 5:1Amazon Elastic Block Store700K1400K2100K2800K3500KSE +/- 7696.88, N = 33053715.671. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Dragonflydb

Clients Per Thread: 60 - Set To Get Ratio: 1:5

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 60 - Set To Get Ratio: 1:5Amazon Elastic Block Store600K1200K1800K2400K3000KSE +/- 22399.03, N = 32937482.331. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Dragonflydb

Clients Per Thread: 60 - Set To Get Ratio: 1:1

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 60 - Set To Get Ratio: 1:1Amazon Elastic Block Store600K1200K1800K2400K3000KSE +/- 4795.76, N = 32966405.361. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Dragonflydb

Clients Per Thread: 50 - Set To Get Ratio: 5:1

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 50 - Set To Get Ratio: 5:1Amazon Elastic Block Store700K1400K2100K2800K3500KSE +/- 3223.61, N = 33036586.621. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Dragonflydb

Clients Per Thread: 50 - Set To Get Ratio: 1:5

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 50 - Set To Get Ratio: 1:5Amazon Elastic Block Store600K1200K1800K2400K3000KSE +/- 6044.90, N = 32932771.731. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Dragonflydb

Clients Per Thread: 50 - Set To Get Ratio: 1:1

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 50 - Set To Get Ratio: 1:1Amazon Elastic Block Store600K1200K1800K2400K3000KSE +/- 3410.01, N = 32991881.311. (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: 5:1Amazon Elastic Block Store600K1200K1800K2400K3000KSE +/- 12343.69, N = 32577982.981. (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: 1:5Amazon Elastic Block Store600K1200K1800K2400K3000KSE +/- 16723.29, N = 32630614.631. (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: 1:1Amazon Elastic Block Store600K1200K1800K2400K3000KSE +/- 23843.66, N = 32653562.741. (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: 5:1Amazon Elastic Block Store500K1000K1500K2000K2500KSE +/- 12767.60, N = 32124745.691. (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: 1:5Amazon Elastic Block Store500K1000K1500K2000K2500KSE +/- 20242.15, N = 32102993.471. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

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: 1:1Amazon Elastic Block Store500K1000K1500K2000K2500KSE +/- 10866.38, N = 32146261.841. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

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: 400Amazon Elastic Block Store306090120150SE +/- 1.55, N = 3115.78MAX: 2214.95

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: 400Amazon Elastic Block Store40M80M120M160M200MSE +/- 1514123.21, N = 3171123949

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: 100Amazon Elastic Block Store510152025SE +/- 0.68, N = 322.49MAX: 1108.02

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: 100Amazon Elastic Block Store40M80M120M160M200MSE +/- 1775491.52, N = 3195511827

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: 400Amazon Elastic Block Store20406080100SE +/- 0.92, N = 394.99MAX: 1799.12

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: 400Amazon Elastic Block Store30M60M90M120M150MSE +/- 1844634.82, N = 3161928614

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: 100Amazon Elastic Block Store612182430SE +/- 0.23, N = 327.11MAX: 674.56

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: 100Amazon Elastic Block Store40M80M120M160M200MSE +/- 1492765.28, N = 3169747061

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: 100Amazon Elastic Block Store20406080100SE +/- 0.49, N = 386.34MAX: 24263.82

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: 100Amazon Elastic Block Store4M8M12M16M20MSE +/- 182090.70, N = 320391363

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: 400Amazon Elastic Block Store40M80M120M160M200MSE +/- 1715912.10, N = 7182497522

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: 100Amazon Elastic Block Store1020304050SE +/- 0.57, N = 341.93MAX: 863.42

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: 100Amazon Elastic Block Store40M80M120M160M200MSE +/- 2250051.77, N = 3173672346

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: 400Amazon Elastic Block Store60120180240300SE +/- 7.67, N = 3263.24MAX: 47946.95

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: 400Amazon Elastic Block Store4M8M12M16M20MSE +/- 137471.88, N = 320170280

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: 100Amazon Elastic Block Store20406080100SE +/- 0.51, N = 384.51MAX: 15594.46

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: 100Amazon Elastic Block Store4M8M12M16M20MSE +/- 269421.50, N = 319292659

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: 100Amazon Elastic Block Store50100150200250SE +/- 3.03, N = 4214.53MAX: 41802.43

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: 100Amazon Elastic Block Store5M10M15M20M25MSE +/- 285666.06, N = 424729998

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: 100Amazon Elastic Block Store20406080100SE +/- 2.34, N = 386.66MAX: 25034.43

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: 100Amazon Elastic Block Store4M8M12M16M20MSE +/- 148717.74, N = 317259090

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: 100Amazon Elastic Block Store4080120160200SE +/- 3.46, N = 4200.28MAX: 28835.41

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: 100Amazon Elastic Block Store6M12M18M24M30MSE +/- 352862.46, N = 428356847

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: 100Amazon Elastic Block Store306090120150SE +/- 1.20, N = 3157.22MAX: 26255.15

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: 100Amazon Elastic Block Store5M10M15M20M25MSE +/- 254878.54, N = 323382307

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: 100Amazon Elastic Block Store306090120150SE +/- 0.76, N = 3129.31MAX: 25586.36

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: 100Amazon Elastic Block Store3M6M9M12M15MSE +/- 41308.06, N = 312416335

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: 400Amazon Elastic Block Store20406080100SE +/- 1.33, N = 3105.75MAX: 27512.11

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: 400Amazon Elastic Block Store600K1200K1800K2400K3000KSE +/- 20763.41, N = 32742028

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: 100Amazon Elastic Block Store714212835SE +/- 0.37, N = 329.10MAX: 24302.11

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: 100Amazon Elastic Block Store600K1200K1800K2400K3000KSE +/- 31449.02, N = 32596230

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: 400Amazon Elastic Block Store20406080100SE +/- 0.69, N = 489.97MAX: 27503.71

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: 400Amazon Elastic Block Store400K800K1200K1600K2000KSE +/- 21912.70, N = 42000082

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: 100Amazon Elastic Block Store612182430SE +/- 0.24, N = 524.85MAX: 24285.85

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: 100Amazon Elastic Block Store400K800K1200K1600K2000KSE +/- 18397.30, N = 51894344

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: 400Amazon Elastic Block Store20406080100SE +/- 0.63, N = 376.38MAX: 26794.33

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: 400Amazon Elastic Block Store200K400K600K800K1000KSE +/- 8489.56, N = 3948114

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: 100Amazon Elastic Block Store510152025SE +/- 0.26, N = 420.54MAX: 24262.7

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: 100Amazon Elastic Block Store200K400K600K800K1000KSE +/- 10839.16, N = 4908976

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: 400Amazon Elastic Block Store306090120150SE +/- 0.52, N = 3133.32MAX: 26664.27

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: 400Amazon Elastic Block Store400K800K1200K1600K2000KSE +/- 12468.08, N = 31993550

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: 100Amazon Elastic Block Store816243240SE +/- 0.27, N = 336.32MAX: 11626.2

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: 100Amazon Elastic Block Store400K800K1200K1600K2000KSE +/- 11500.33, N = 32039311

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: 400Amazon Elastic Block Store306090120150SE +/- 1.04, N = 6120.07MAX: 26678.21

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: 400Amazon Elastic Block Store300K600K900K1200K1500KSE +/- 13835.76, N = 61417249

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: 100Amazon Elastic Block Store816243240SE +/- 0.09, N = 332.82MAX: 14107.01

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: 100Amazon Elastic Block Store300K600K900K1200K1500KSE +/- 3464.59, N = 31413072

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: 400Amazon Elastic Block Store20406080100SE +/- 0.25, N = 3110.27MAX: 26472.74

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: 400Amazon Elastic Block Store140K280K420K560K700KSE +/- 1691.18, N = 3633183

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: 100Amazon Elastic Block Store714212835SE +/- 0.34, N = 429.22MAX: 14351.66

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: 100Amazon Elastic Block Store140K280K420K560K700KSE +/- 7244.48, N = 4632211

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: 100Amazon Elastic Block Store1632486480SE +/- 0.64, N = 370.57MAX: 24274.23

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: 100Amazon Elastic Block Store200K400K600K800K1000KSE +/- 7037.67, N = 31012562

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: 100Amazon Elastic Block Store1530456075SE +/- 0.74, N = 366.07MAX: 24176.15

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: 100Amazon Elastic Block Store140K280K420K560K700KSE +/- 2483.39, N = 3671085

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: 100Amazon Elastic Block Store1530456075SE +/- 0.59, N = 365.60MAX: 24186.97

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: 100Amazon Elastic Block Store60K120K180K240K300KSE +/- 2813.87, N = 3273088

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: 100Amazon Elastic Block Store306090120150SE +/- 1.20, N = 10119.36MAX: 27338.28

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: 100Amazon Elastic Block Store120K240K360K480K600KSE +/- 4258.72, N = 10546971

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: 100Amazon Elastic Block Store306090120150SE +/- 0.44, N = 3117.91MAX: 25339.49

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: 100Amazon Elastic Block Store70K140K210K280K350KSE +/- 300.90, N = 3349230

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: 100Amazon Elastic Block Store306090120150SE +/- 0.26, N = 3114.74MAX: 25333.98

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: 100Amazon Elastic Block Store30K60K90K120K150KSE +/- 22.19, N = 3142985

CockroachDB

Workload: KV, 95% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 1024Amazon Elastic Block Store8K16K24K32K40KSE +/- 66.63, N = 336042.3

CockroachDB

Workload: KV, 60% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 1024Amazon Elastic Block Store7K14K21K28K35KSE +/- 39.10, N = 331598.9

CockroachDB

Workload: KV, 50% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 1024Amazon Elastic Block Store6K12K18K24K30KSE +/- 270.59, N = 330220.1

CockroachDB

Workload: KV, 10% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 1024Amazon Elastic Block Store6K12K18K24K30KSE +/- 71.90, N = 326915.3

CockroachDB

Workload: KV, 95% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 512Amazon Elastic Block Store8K16K24K32K40KSE +/- 131.31, N = 338468.9

CockroachDB

Workload: KV, 95% Reads - Concurrency: 256

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 256Amazon Elastic Block Store9K18K27K36K45KSE +/- 112.36, N = 340187.6

CockroachDB

Workload: KV, 95% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 128Amazon Elastic Block Store9K18K27K36K45KSE +/- 98.17, N = 341684.9

CockroachDB

Workload: KV, 60% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 512Amazon Elastic Block Store7K14K21K28K35KSE +/- 96.94, N = 333570.3

CockroachDB

Workload: KV, 60% Reads - Concurrency: 256

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 256Amazon Elastic Block Store7K14K21K28K35KSE +/- 86.80, N = 333717.1

CockroachDB

Workload: KV, 60% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 128Amazon Elastic Block Store7K14K21K28K35KSE +/- 28.33, N = 330586.0

CockroachDB

Workload: KV, 50% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 512Amazon Elastic Block Store7K14K21K28K35KSE +/- 73.80, N = 332171.3

CockroachDB

Workload: KV, 50% Reads - Concurrency: 256

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 256Amazon Elastic Block Store7K14K21K28K35KSE +/- 74.77, N = 331879.4

CockroachDB

Workload: KV, 50% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 128Amazon Elastic Block Store6K12K18K24K30KSE +/- 112.27, N = 327178.6

CockroachDB

Workload: KV, 10% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 512Amazon Elastic Block Store6K12K18K24K30KSE +/- 74.98, N = 327562.6

CockroachDB

Workload: KV, 10% Reads - Concurrency: 256

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 256Amazon Elastic Block Store6K12K18K24K30KSE +/- 60.77, N = 325818.6

CockroachDB

Workload: KV, 10% Reads - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 128Amazon Elastic Block Store3K6K9K12K15KSE +/- 136.45, N = 316131.8

CockroachDB

Workload: MoVR - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 1024Amazon Elastic Block Store60120180240300SE +/- 0.91, N = 3283.3

CockroachDB

Workload: MoVR - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 512Amazon Elastic Block Store60120180240300SE +/- 2.76, N = 3279.9

CockroachDB

Workload: MoVR - Concurrency: 256

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 256Amazon Elastic Block Store60120180240300SE +/- 0.93, N = 3283.3

CockroachDB

Workload: MoVR - Concurrency: 128

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 128Amazon Elastic Block Store60120180240300SE +/- 0.83, N = 3279.3

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 TimeAmazon Elastic Block Store1020304050SE +/- 1.02, N = 343.78

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 TimeAmazon Elastic Block Store1020304050SE +/- 0.11, N = 344.34

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Repartition Test TimeAmazon Elastic Block Store816243240SE +/- 0.27, N = 335.43

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 TimeAmazon Elastic Block Store714212835SE +/- 0.63, N = 327.85

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 DataframeAmazon Elastic Block Store3691215SE +/- 0.05, N = 310.05

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Calculate Pi BenchmarkAmazon Elastic Block Store4080120160200SE +/- 2.48, N = 3166.20

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 TimeAmazon Elastic Block Store1122334455SE +/- 0.05, N = 348.02

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 TimeAmazon Elastic Block Store1020304050SE +/- 0.72, N = 343.25

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 TimeAmazon Elastic Block Store1020304050SE +/- 0.28, N = 343.78

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Repartition Test TimeAmazon Elastic Block Store816243240SE +/- 0.73, N = 335.16

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 TimeAmazon Elastic Block Store714212835SE +/- 0.29, N = 328.26

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 DataframeAmazon Elastic Block Store3691215SE +/- 0.01, N = 310.06

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Calculate Pi BenchmarkAmazon Elastic Block Store4080120160200SE +/- 0.46, N = 3163.53

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 TimeAmazon Elastic Block Store1122334455SE +/- 0.28, N = 348.21

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 TimeAmazon Elastic Block Store510152025SE +/- 0.59, N = 322.30

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 TimeAmazon Elastic Block Store612182430SE +/- 0.16, N = 323.00

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Repartition Test TimeAmazon Elastic Block Store48121620SE +/- 0.01, N = 317.85

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 TimeAmazon Elastic Block Store3691215SE +/- 0.22, N = 312.87

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 DataframeAmazon Elastic Block Store3691215SE +/- 0.03, N = 310.00

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Calculate Pi BenchmarkAmazon Elastic Block Store4080120160200SE +/- 0.66, N = 3164.83

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 TimeAmazon Elastic Block Store612182430SE +/- 0.04, N = 325.08

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 TimeAmazon Elastic Block Store510152025SE +/- 0.75, N = 321.62

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 TimeAmazon Elastic Block Store510152025SE +/- 0.53, N = 322.82

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Repartition Test TimeAmazon Elastic Block Store510152025SE +/- 0.32, N = 318.33

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 TimeAmazon Elastic Block Store3691215SE +/- 0.16, N = 313.05

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 DataframeAmazon Elastic Block Store3691215SE +/- 0.04, N = 310.07

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Calculate Pi BenchmarkAmazon Elastic Block Store4080120160200SE +/- 0.29, N = 3163.31

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 TimeAmazon Elastic Block Store612182430SE +/- 0.06, N = 325.00

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 TimeAmazon Elastic Block Store3691215SE +/- 0.24, N = 311.58

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 TimeAmazon Elastic Block Store3691215SE +/- 0.10, N = 312.31

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Repartition Test TimeAmazon Elastic Block Store3691215SE +/- 0.10, N = 39.76

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 TimeAmazon Elastic Block Store246810SE +/- 0.04, N = 38.88

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 DataframeAmazon Elastic Block Store3691215SE +/- 0.03, N = 39.93

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi BenchmarkAmazon Elastic Block Store4080120160200SE +/- 0.69, N = 3164.30

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 TimeAmazon Elastic Block Store48121620SE +/- 0.04, N = 314.50

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 TimeAmazon Elastic Block Store3691215SE +/- 0.18, N = 311.08

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 TimeAmazon Elastic Block Store3691215SE +/- 0.25, N = 312.07

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Repartition Test TimeAmazon Elastic Block Store3691215SE +/- 0.17, N = 39.57

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 TimeAmazon Elastic Block Store246810SE +/- 0.10, N = 38.76

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 DataframeAmazon Elastic Block Store3691215SE +/- 0.05, N = 310.05

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi BenchmarkAmazon Elastic Block Store4080120160200SE +/- 0.34, N = 3163.53

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 TimeAmazon Elastic Block Store48121620SE +/- 0.07, N = 314.23

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 TimeAmazon Elastic Block Store1020304050SE +/- 1.08, N = 343.51

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 TimeAmazon Elastic Block Store1020304050SE +/- 0.26, N = 343.21

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Repartition Test TimeAmazon Elastic Block Store816243240SE +/- 0.78, N = 335.71

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 TimeAmazon Elastic Block Store714212835SE +/- 0.32, N = 328.97

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 DataframeAmazon Elastic Block Store3691215SE +/- 0.02, N = 310.07

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi BenchmarkAmazon Elastic Block Store4080120160200SE +/- 0.17, N = 3164.85

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 TimeAmazon Elastic Block Store1122334455SE +/- 0.55, N = 347.96

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 TimeAmazon Elastic Block Store1020304050SE +/- 0.84, N = 343.17

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 TimeAmazon Elastic Block Store1020304050SE +/- 0.58, N = 341.70

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Repartition Test TimeAmazon Elastic Block Store816243240SE +/- 0.48, N = 335.72

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 TimeAmazon Elastic Block Store816243240SE +/- 0.16, N = 332.98

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 DataframeAmazon Elastic Block Store3691215SE +/- 0.02, N = 39.96

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Calculate Pi BenchmarkAmazon Elastic Block Store4080120160200SE +/- 0.43, N = 3164.47

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 TimeAmazon Elastic Block Store1122334455SE +/- 0.10, N = 347.06

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 TimeAmazon Elastic Block Store510152025SE +/- 0.46, N = 322.28

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 TimeAmazon Elastic Block Store510152025SE +/- 0.30, N = 321.74

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Repartition Test TimeAmazon Elastic Block Store48121620SE +/- 0.32, N = 318.11

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 TimeAmazon Elastic Block Store3691215SE +/- 0.15, N = 312.74

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 DataframeAmazon Elastic Block Store3691215SE +/- 0.05, N = 310.04

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Calculate Pi BenchmarkAmazon Elastic Block Store4080120160200SE +/- 0.06, N = 3163.39

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 TimeAmazon Elastic Block Store612182430SE +/- 0.03, N = 325.08

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 TimeAmazon Elastic Block Store612182430SE +/- 0.40, N = 325.12

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 TimeAmazon Elastic Block Store612182430SE +/- 0.34, N = 324.00

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Repartition Test TimeAmazon Elastic Block Store510152025SE +/- 0.14, N = 319.27

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 TimeAmazon Elastic Block Store3691215SE +/- 0.04, N = 313.09

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 DataframeAmazon Elastic Block Store3691215SE +/- 0.06, N = 310.02

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Calculate Pi BenchmarkAmazon Elastic Block Store4080120160200SE +/- 1.12, N = 3164.08

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 TimeAmazon Elastic Block Store612182430SE +/- 0.05, N = 326.66

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 TimeAmazon Elastic Block Store3691215SE +/- 0.34, N = 311.59

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 TimeAmazon Elastic Block Store3691215SE +/- 0.15, N = 311.33

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 TimeAmazon Elastic Block Store246810SE +/- 0.11, N = 38.52

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 DataframeAmazon Elastic Block Store3691215SE +/- 0.02, N = 39.99

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi BenchmarkAmazon Elastic Block Store4080120160200SE +/- 0.72, N = 3164.29

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 TimeAmazon Elastic Block Store48121620SE +/- 0.10, N = 314.58

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 TimeAmazon Elastic Block Store3691215SE +/- 0.36, N = 312.57

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 TimeAmazon Elastic Block Store3691215SE +/- 0.37, N = 312.21

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Repartition Test TimeAmazon Elastic Block Store3691215SE +/- 0.26, N = 39.86

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 TimeAmazon Elastic Block Store246810SE +/- 0.04, N = 38.39

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 DataframeAmazon Elastic Block Store3691215SE +/- 0.03, N = 310.05

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi BenchmarkAmazon Elastic Block Store4080120160200SE +/- 0.62, N = 3164.74

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 TimeAmazon Elastic Block Store48121620SE +/- 0.07, N = 314.82

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 TimeAmazon Elastic Block Store0.48380.96761.45141.93522.419SE +/- 0.04, N = 32.15

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 TimeAmazon Elastic Block Store0.70881.41762.12642.83523.544SE +/- 0.03, N = 33.15

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Repartition Test TimeAmazon Elastic Block Store0.55351.1071.66052.2142.7675SE +/- 0.00, N = 32.46

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 TimeAmazon Elastic Block Store1.17232.34463.51694.68925.8615SE +/- 0.02, N = 35.21

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 DataframeAmazon Elastic Block Store3691215SE +/- 0.05, N = 310.06

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi BenchmarkAmazon Elastic Block Store4080120160200SE +/- 0.28, N = 3164.59

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 TimeAmazon Elastic Block Store0.92931.85862.78793.71724.6465SE +/- 0.05, N = 34.13

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 TimeAmazon Elastic Block Store0.52881.05761.58642.11522.644SE +/- 0.06, N = 32.35

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Repartition Test TimeAmazon Elastic Block Store0.46130.92261.38391.84522.3065SE +/- 0.03, N = 32.05

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 TimeAmazon Elastic Block Store1.04632.09263.13894.18525.2315SE +/- 0.02, N = 34.65

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 DataframeAmazon Elastic Block Store3691215SE +/- 0.05, N = 310.03

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi BenchmarkAmazon Elastic Block Store4080120160200SE +/- 0.36, N = 3164.91

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 TimeAmazon Elastic Block Store0.83931.67862.51793.35724.1965SE +/- 0.01, N = 33.73

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 TimeAmazon Elastic Block Store0.36680.73361.10041.46721.834SE +/- 0.02, N = 31.63

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 TimeAmazon Elastic Block Store0.45450.9091.36351.8182.2725SE +/- 0.03, N = 32.02

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 TimeAmazon Elastic Block Store0.96751.9352.90253.874.8375SE +/- 0.04, N = 34.30

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 DataframeAmazon Elastic Block Store3691215SE +/- 0.06, N = 310.07

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi BenchmarkAmazon Elastic Block Store4080120160200SE +/- 0.73, N = 3165.86

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 TimeAmazon Elastic Block Store0.80551.6112.41653.2224.0275SE +/- 0.01, N = 33.58

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 TimeAmazon Elastic Block Store0.32850.6570.98551.3141.6425SE +/- 0.01, N = 31.46

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 TimeAmazon Elastic Block Store0.40280.80561.20841.61122.014SE +/- 0.04, N = 31.79

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Repartition Test TimeAmazon Elastic Block Store0.39380.78761.18141.57521.969SE +/- 0.04, N = 31.75

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 TimeAmazon Elastic Block Store0.8641.7282.5923.4564.32SE +/- 0.02, N = 33.84

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 DataframeAmazon Elastic Block Store3691215SE +/- 0.06, N = 310.03

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi BenchmarkAmazon Elastic Block Store4080120160200SE +/- 0.62, N = 3163.40

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 TimeAmazon Elastic Block Store0.75381.50762.26143.01523.769SE +/- 0.04, N = 33.35

Apache CouchDB

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 500 - Inserts: 3000 - Rounds: 30Amazon Elastic Block Store2004006008001000SE +/- 2.35, N = 3782.26

Apache CouchDB

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 500 - Inserts: 1000 - Rounds: 30Amazon Elastic Block Store50100150200250SE +/- 0.98, N = 3237.66

Apache CouchDB

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 300 - Inserts: 3000 - Rounds: 30Amazon Elastic Block Store120240360480600SE +/- 1.01, N = 3532.90

Apache CouchDB

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 300 - Inserts: 1000 - Rounds: 30Amazon Elastic Block Store4080120160200SE +/- 0.14, N = 3160.88

Apache CouchDB

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 100 - Inserts: 3000 - Rounds: 30Amazon Elastic Block Store60120180240300SE +/- 0.27, N = 3279.72

Apache CouchDB

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 100 - Inserts: 1000 - Rounds: 30Amazon Elastic Block Store20406080100SE +/- 0.04, N = 384.68

Node.js V8 Web Tooling Benchmark

OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkAmazon Elastic Block Store3691215SE +/- 0.09, N = 312.33

OpenSSL

Algorithm: ChaCha20-Poly1305

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20-Poly1305Amazon Elastic Block Store5000M10000M15000M20000M25000MSE +/- 2009947.40, N = 3240439945901. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: AES-256-GCM

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-256-GCMAmazon Elastic Block Store7000M14000M21000M28000M35000MSE +/- 1647114.61, N = 3346135272531. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: AES-128-GCM

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-128-GCMAmazon Elastic Block Store8000M16000M24000M32000M40000MSE +/- 1372861.40, N = 3378917003271. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: ChaCha20

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20Amazon Elastic Block Store8000M16000M24000M32000M40000MSE +/- 3164458.40, N = 3354352076131. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: RSA4096

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096Amazon Elastic Block Store30K60K90K120K150KSE +/- 65.70, N = 3136968.21. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: RSA4096

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096Amazon Elastic Block Store5001000150020002500SE +/- 0.23, N = 32099.71. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: SHA512

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA512Amazon Elastic Block Store800M1600M2400M3200M4000MSE +/- 1011913.96, N = 338948163731. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: SHA256

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA256Amazon Elastic Block Store3000M6000M9000M12000M15000MSE +/- 1251722.49, N = 3117858611571. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

Perl Benchmarks

Test: Interpreter

OpenBenchmarking.orgSeconds, Fewer Is BetterPerl BenchmarksTest: InterpreterAmazon Elastic Block Store0.00020.00040.00060.00080.001SE +/- 0.00000009, N = 30.00099994

Perl Benchmarks

Test: Pod2html

OpenBenchmarking.orgSeconds, Fewer Is BetterPerl BenchmarksTest: Pod2htmlAmazon Elastic Block Store0.02570.05140.07710.10280.1285SE +/- 0.00080661, N = 30.11409613

ebizzy

OpenBenchmarking.orgRecords/s, More Is Betterebizzy 0.3Amazon Elastic Block Store130K260K390K520K650KSE +/- 6498.32, N = 156186031. (CC) gcc options: -pthread -lpthread -O3 -march=native

simdjson

Throughput Test: DistinctUserID

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: DistinctUserIDAmazon Elastic Block Store0.95631.91262.86893.82524.7815SE +/- 0.01, N = 34.251. (CXX) g++ options: -O3 -pthread

simdjson

Throughput Test: PartialTweets

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: PartialTweetsAmazon Elastic Block Store0.81451.6292.44353.2584.0725SE +/- 0.01, N = 33.621. (CXX) g++ options: -O3 -pthread

simdjson

Throughput Test: LargeRandom

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: LargeRandomAmazon Elastic Block Store0.21380.42760.64140.85521.069SE +/- 0.00, N = 30.951. (CXX) g++ options: -O3 -pthread

simdjson

Throughput Test: TopTweet

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: TopTweetAmazon Elastic Block Store0.93381.86762.80143.73524.669SE +/- 0.00, N = 34.151. (CXX) g++ options: -O3 -pthread

simdjson

Throughput Test: Kostya

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: KostyaAmazon Elastic Block Store0.62331.24661.86992.49323.1165SE +/- 0.00, N = 32.771. (CXX) g++ options: -O3 -pthread

SQLite

Threads / Copies: 1

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite 3.30.1Threads / Copies: 1Amazon Elastic Block Store816243240SE +/- 0.23, N = 336.231. (CC) gcc options: -O2 -lz -lm -ldl -lpthread

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: 400Amazon Elastic Block Store1632486480SE +/- 14.96, N = 1271.02MAX: 86658.05

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: 400Amazon Elastic Block Store30M60M90M120M150MSE +/- 8557833.76, N = 12118111984

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: 400Amazon Elastic Block Store1428425670SE +/- 1.49, N = 762.24MAX: 2144.77

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: 400Amazon Elastic Block Store60120180240300SE +/- 77.07, N = 9256.19MAX: 62582.51

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: 400Amazon Elastic Block Store20M40M60M80M100MSE +/- 21155598.81, N = 9109046138

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: 100Amazon Elastic Block Store4080120160200SE +/- 9.53, N = 6174.33MAX: 37870.45

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: 100Amazon Elastic Block Store5M10M15M20M25MSE +/- 2212835.15, N = 624701612

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: 100Amazon Elastic Block Store306090120150SE +/- 5.58, N = 9139.45MAX: 50683.95

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: 100Amazon Elastic Block Store5M10M15M20M25MSE +/- 529000.28, N = 922467141

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Repartition Test TimeAmazon Elastic Block Store3691215SE +/- 0.41, N = 39.73

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 TimeAmazon Elastic Block Store0.43880.87761.31641.75522.194SE +/- 0.07, N = 31.95

Apache Spark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Repartition Test TimeAmazon Elastic Block Store0.41850.8371.25551.6742.0925SE +/- 0.09, N = 31.86

Phoronix Test Suite v10.8.5