db-fs-results

Docker testing on Ubuntu 20.04.3 LTS via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2112219-TJ-DBFSRESUL67
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EXT4
December 18 2021
  1 Day, 15 Hours, 24 Minutes
XFS
December 19 2021
  2 Days, 10 Hours, 38 Minutes
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db-fs-resultsOpenBenchmarking.orgPhoronix Test Suite2 x Intel Xeon E5-2630 v3 @ 3.20GHz (16 Cores / 32 Threads)Dell 0CNCJW (2.2.5 BIOS)64GB731GB PERC H730P MinimgadrmfbUbuntu 20.04.3 LTS3.10.0-1160.36.2.el7.x86_64 (x86_64)GCC 9.3.0ext4xfs1024x768DockerProcessorMotherboardMemoryDiskGraphicsOSKernelCompilerFile-SystemsScreen ResolutionSystem LayerDb-fs-results PerformanceSystem Logs- Transparent Huge Pages: never- --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-HskZEa/gcc-9-9.3.0/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 - Scaling Governor: intel_pstate performance - CPU Microcode: 0x44- DEADLINE- OpenJDK Runtime Environment (build 11.0.13+8-Ubuntu-0ubuntu1.20.04)- itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of Load fences usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full retpoline IBPB + srbds: Not affected + tsx_async_abort: Not affected

EXT4 vs. XFS ComparisonPhoronix Test SuiteBaseline+48.5%+48.5%+97%+97%+145.5%+145.5%126%96.2%81.7%76.1%53.9%48.6%38.3%35.7%35.7%18.7%18.7%17.6%14.5%14.1%14%13%11.4%11.2%11.1%9.7%9.6%5.9%4.5%3.9%3.7%3.7%3.2%3.2%3.2%3.1%3.1%2.6%2.6%2.5%2.5%2.3%2.3%2.2%2.2%2.2%2.2%2.1%2.1%Rand Read - 128194%Rand Read - 128191.5%Rand Write - 16Rand Read - 64113.6%Rand Read - 64112.5%Rand Write - 16Rand Write - 32Rand Write - 32Rand Write - 128Rand Write - 64Rand Write - 64Rand Write - 128Seq Write - 32Rand Read - 3233%Rand Read - 3232.5%Seq Read - 1624%Seq Read - 1623.8%Async Rand Read - 3220.3%Async Rand Read - 3220.2%1000 - 500 - Read Write1000 - 500 - Read Write - Average LatencyIncrement - 117.9%Rand Read - 1617.9%Rand Read - 1617.8%Increment - 117.7%Seq Write - 16Seq Read - 3216.2%Seq Read - 3215.8%Seq Write - 161000 - 250 - Read Write1000 - 250 - Read Write - Average LatencyR.R.W.RRand Read - 1Rand Read - 1Seq Write - 128Rand Write - 411.1%Seq Write - 410%Seq Write - 32Seq Write - 128Rand Write - 1Increment - 45.5%Seq Read - 45.5%Increment - 45.4%Seq Read - 645.3%Increment - 165%Increment - 164.9%Seq Read - 644.9%1 - 250 - Read Write - Average LatencyRand Read - 44.2%Rand Read - 44.1%Redis4%Update RandIncrement - 323.9%Increment - 323.8%1000 - 500 - Read Only1000 - 500 - Read Only - Average LatencyRand Write - 43.5%100 - 250 - Read Write100 - 250 - Read Write - Average LatencyAsync Rand Read - 13.2%1 - 250 - Read WriteSeq Read - 43.2%Seq Write - 643.1%100 - 500 - Read Write - Average Latency100 - 500 - Read WriteAsync Rand Read - 12.9%Mixed 1:32.8%12.6%100 - 100 - Read Write - Average Latency100 - 100 - Read WriteSET2.5%ReadsSeq Read - 128Seq Read - 128Rand Fill100 - 100 - Read Only100 - 50 - Read Write - Average Latency100 - 50 - Read Write100 - 100 - Read Only - Average Latency1 - 500 - Read Only - Average Latency1 - 500 - Read OnlyApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBasePostgreSQL pgbenchPostgreSQL pgbenchApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBasePostgreSQL pgbenchPostgreSQL pgbenchFacebook RocksDBApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBaseApache HBasePostgreSQL pgbenchApache HBaseApache HBaseMemtier_benchmarkFacebook RocksDBApache HBaseApache HBasePostgreSQL pgbenchPostgreSQL pgbenchApache HBasePostgreSQL pgbenchPostgreSQL pgbenchApache HBasePostgreSQL pgbenchApache HBaseApache HBasePostgreSQL pgbenchPostgreSQL pgbenchApache HBaseApache CassandraSQLitePostgreSQL pgbenchPostgreSQL pgbenchRedisApache CassandraApache HBaseApache HBaseFacebook RocksDBPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchEXT4XFS

db-fs-resultshbase: Rand Write - 128hbase: Rand Write - 128hbase: Async Rand Read - 128hbase: Async Rand Read - 128hbase: Seq Write - 64hbase: Seq Write - 64hbase: Rand Read - 128hbase: Rand Read - 128hbase: Async Rand Write - 128hbase: Async Rand Write - 128hbase: Seq Write - 128hbase: Seq Write - 128hbase: Increment - 128hbase: Increment - 128cassandra: Readshbase: Async Rand Read - 64hbase: Async Rand Read - 64hbase: Async Rand Read - 32hbase: Async Rand Read - 32pgbench: 1 - 250 - Read Write - Average Latencypgbench: 1 - 250 - Read Writecassandra: Mixed 1:3hbase: Rand Write - 64hbase: Rand Write - 64pgbench: 1 - 500 - Read Write - Average Latencypgbench: 1 - 500 - Read Writehbase: Async Rand Read - 16hbase: Async Rand Write - 64hbase: Async Rand Write - 64hbase: Seq Read - 1hbase: Rand Read - 64hbase: Rand Read - 64hbase: Seq Read - 64hbase: Seq Read - 64memtier-benchmark: Redishbase: Async Rand Read - 16hbase: Increment - 64hbase: Increment - 64pgbench: 1000 - 1 - Read Only - Average Latencypgbench: 1000 - 1 - Read Onlypgbench: 1000 - 100 - Read Only - Average Latencypgbench: 1000 - 100 - Read Onlypgbench: 1000 - 500 - Read Write - Average Latencypgbench: 1000 - 500 - Read Writepgbench: 1000 - 500 - Read Only - Average Latencypgbench: 1000 - 500 - Read Onlypgbench: 1000 - 50 - Read Only - Average Latencypgbench: 1000 - 50 - Read Onlypgbench: 1000 - 250 - Read Only - Average Latencypgbench: 1000 - 250 - Read Onlypgbench: 1000 - 100 - Read Write - Average Latencypgbench: 1000 - 100 - Read Writepgbench: 1000 - 250 - Read Write - Average Latencypgbench: 1000 - 250 - Read Writepgbench: 1000 - 50 - Read Write - Average Latencypgbench: 1000 - 50 - Read Writepgbench: 1000 - 1 - Read Write - Average Latencypgbench: 1000 - 1 - Read Writehbase: Seq Read - 128hbase: Seq Read - 128cassandra: Mixed 1:1pgbench: 100 - 50 - Read Write - Average Latencypgbench: 100 - 50 - Read Writehbase: Rand Write - 32hbase: Rand Write - 32cassandra: Writeshbase: Async Rand Write - 32hbase: Async Rand Write - 32hbase: Seq Write - 32hbase: Seq Write - 32hbase: Seq Read - 4hbase: Seq Read - 4rocksdb: Seq Fillhbase: Async Rand Read - 4hbase: Async Rand Read - 4couchdb: 100 - 1000 - 24rocksdb: Read Rand Write Randhbase: Seq Read - 16hbase: Seq Read - 16hbase: Async Rand Read - 1hbase: Async Rand Read - 1hbase: Increment - 1hbase: Increment - 1hbase: Seq Read - 1hbase: Increment - 32hbase: Increment - 32hbase: Async Rand Write - 16hbase: Async Rand Write - 16sqlite-speedtest: Timed Time - Size 1,000pgbench: 100 - 500 - Read Only - Average Latencypgbench: 100 - 500 - Read Onlypgbench: 100 - 500 - Read Write - Average Latencypgbench: 100 - 500 - Read Writepgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 250 - Read Onlypgbench: 100 - 1 - Read Write - Average Latencypgbench: 100 - 1 - Read Writepgbench: 100 - 100 - Read Write - Average Latencypgbench: 100 - 100 - Read Writepgbench: 100 - 250 - Read Write - Average Latencypgbench: 100 - 250 - Read Writepgbench: 100 - 1 - Read Only - Average Latencypgbench: 100 - 1 - Read Onlypgbench: 100 - 100 - Read Only - Average Latencypgbench: 100 - 100 - Read Onlypgbench: 100 - 50 - Read Only - Average Latencypgbench: 100 - 50 - Read Onlyleveldb: Rand Deleteleveldb: Seq Fillleveldb: Seq Fillpgbench: 1 - 50 - Read Write - Average Latencypgbench: 1 - 50 - Read Writepgbench: 1 - 100 - Read Write - Average Latencypgbench: 1 - 100 - Read Writepgbench: 1 - 500 - Read Only - Average Latencypgbench: 1 - 500 - Read Onlypgbench: 1 - 250 - Read Only - Average Latencypgbench: 1 - 250 - Read Onlypgbench: 1 - 100 - Read Only - Average Latencypgbench: 1 - 100 - Read Onlypgbench: 1 - 50 - Read Only - Average Latencypgbench: 1 - 50 - Read Onlypgbench: 1 - 1 - Read Write - Average Latencypgbench: 1 - 1 - Read Writepgbench: 1 - 1 - Read Only - Average Latencypgbench: 1 - 1 - Read Onlyhbase: Rand Write - 16hbase: Rand Write - 16influxdb: 4 - 10000 - 2,5000,1 - 10000influxdb: 1024 - 10000 - 2,5000,1 - 10000influxdb: 64 - 10000 - 2,5000,1 - 10000hbase: Rand Read - 1hbase: Rand Read - 1hbase: Rand Read - 16hbase: Rand Read - 16leveldb: Hot Readhbase: Rand Read - 32hbase: Rand Read - 32hbase: Seq Write - 16hbase: Seq Write - 16hbase: Seq Read - 32hbase: Seq Read - 32keydb: hbase: Increment - 16hbase: Increment - 16hbase: Async Rand Write - 4hbase: Async Rand Write - 4hbase: Async Rand Write - 1hbase: Async Rand Write - 1hbase: Increment - 4hbase: Increment - 4rocksdb: Rand Fill Syncrocksdb: Rand Fillrocksdb: Update Randrocksdb: Read While Writingrocksdb: Rand Readhbase: Rand Read - 4hbase: Rand Read - 4hbase: Rand Write - 4hbase: Rand Write - 4leveldb: Seek Randhbase: Seq Write - 4hbase: Seq Write - 4leveldb: Rand Readleveldb: Overwriteleveldb: Overwriteleveldb: Rand Fillleveldb: Rand Fillhbase: Rand Write - 1hbase: Rand Write - 1hbase: Seq Write - 1hbase: Seq Write - 1redis: SETredis: GETredis: LPUSHredis: LPOPredis: SADDsqlite: 1leveldb: Fill Syncleveldb: Fill Syncmysqlslap: 1EXT4XFS131611015137203455924628285511851070304254300004992590643038419786907813814616247367261177.014143366998667110431668.755771542062115301826681633100261778817651549937.942941493426840.091109830.521191884118.40342232.9421699580.2551962671.26419774035.072285277.109324217.51428550.6311584133295539672504.14812061318124449789801146278391333179721822184614818318521404112.38057170726260689155639222344521487464260873421724149.3862.55419578145.280110471.1162240470.57117518.3001205021.527116140.078128770.4742110820.232215937288.116288.30012.213.784362736.59727332.3412136101.0452392720.4452247560.2232240840.53218800.07613247165147758859395.6867557.9886748.916659802237093035.284352900636034780743273558321216.8146833959474840338325973081290565263146594133336241098748097925166238724516214444.1433019773535.393288.49712.2287.32812.318538791465319878810.46873340.33877540.98880911.58899392.793.159543.7716.48551495203778341132432743213484367194273298664492840453058417257079813874605956955966169.336147965175449152697671.078772214129806135247175819779401490596.161482429980.092109110.51519423099.72550142.8361763250.2541965501.28619441034.632288867.610369817.56028470.6261598130097724674884.0591232217521918178269115327685983486811922117614978718421565110.56964576932549038160621426337827754103873421717149.7182.53319740443.921113871.1032265820.57417438.0881236420.852119910.078128400.4642157400.230217222289.401288.98312.213.939358736.52727382.2922181021.0332420590.4432256300.2222256980.53018880.0751339873289850848341.6860201.8877126.214966482636021635.252468679575139839350263518319106.4149132349466855638725723251224465252149915138575239542848239829173229275015672744.1383320134135.529292.07212.1288.48512.217543591465732857147.73882156.81876195.46873824.56883258.923.242539.8026.5OpenBenchmarking.org

Apache HBase

This is a benchmark of the Apache HBase non-relational distributed database system inspired from Google's Bigtable. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Random Write - Clients: 128XFSEXT430060090012001500SE +/- 67.50, N = 2SE +/- 185.46, N = 98551316

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Random Write - Clients: 128XFSEXT430K60K90K120K150KSE +/- 12570.00, N = 2SE +/- 12285.62, N = 9149520110151

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Async Random Read - Clients: 128XFSEXT48001600240032004000SE +/- 147.69, N = 9SE +/- 118.38, N = 937783720

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Async Random Read - Clients: 128XFSEXT47K14K21K28K35KSE +/- 1068.83, N = 9SE +/- 903.39, N = 93411334559

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Sequential Write - Clients: 64XFSEXT450100150200250SE +/- 9.01, N = 5SE +/- 8.21, N = 15243246

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Sequential Write - Clients: 64XFSEXT460K120K180K240K300KSE +/- 4870.75, N = 5SE +/- 4775.23, N = 15274321282855

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Random Read - Clients: 128XFSEXT47001400210028003500SE +/- 50.52, N = 9SE +/- 3.48, N = 334841185

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Random Read - Clients: 128XFSEXT420K40K60K80K100KSE +/- 500.56, N = 9SE +/- 288.51, N = 336719107030

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Async Random Write - Clients: 128XFSEXT49001800270036004500SE +/- 26.27, N = 3SE +/- 15.77, N = 342734254

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Async Random Write - Clients: 128XFSEXT46K12K18K24K30KSE +/- 178.78, N = 3SE +/- 110.41, N = 32986630000

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Sequential Write - Clients: 128XFSEXT4110220330440550SE +/- 7.63, N = 9SE +/- 12.36, N = 9449499

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Sequential Write - Clients: 128XFSEXT460K120K180K240K300KSE +/- 4813.28, N = 9SE +/- 6427.65, N = 9284045259064

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Increment - Clients: 128XFSEXT47001400210028003500SE +/- 39.56, N = 4SE +/- 36.84, N = 330583038

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Increment - Clients: 128XFSEXT49K18K27K36K45KSE +/- 520.80, N = 4SE +/- 480.65, N = 34172541978

Apache Cassandra

This is a benchmark of the Apache Cassandra NoSQL database management system making use of cassandra-stress. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: ReadsXFSEXT415K30K45K60K75KSE +/- 1471.42, N = 12SE +/- 983.14, N = 117079869078

Apache HBase

This is a benchmark of the Apache HBase non-relational distributed database system inspired from Google's Bigtable. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Async Random Read - Clients: 64XFSEXT430060090012001500SE +/- 25.60, N = 9SE +/- 11.61, N = 313871381

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Async Random Read - Clients: 64XFSEXT410K20K30K40K50KSE +/- 776.29, N = 9SE +/- 399.45, N = 34605946162

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

Scaling Factor: 10000 - Clients: 250 - Mode: Read Write

EXT4: pgbench: error: client 55 aborted in command 0 (set) of script 0; evaluation of meta-command failed

XFS: pgbench: error: client 15 aborted in command 0 (set) of script 0; evaluation of meta-command failed

Scaling Factor: 10000 - Clients: 100 - Mode: Read Write

EXT4: pgbench: error: client 15 aborted in command 0 (set) of script 0; evaluation of meta-command failed

XFS: pgbench: error: client 11 aborted in command 0 (set) of script 0; evaluation of meta-command failed

Scaling Factor: 10000 - Clients: 500 - Mode: Read Write

EXT4: pgbench: error: client 159 aborted in command 0 (set) of script 0; evaluation of meta-command failed

XFS: pgbench: error: client 63 aborted in command 0 (set) of script 0; evaluation of meta-command failed

Scaling Factor: 10000 - Clients: 500 - Mode: Read Only

EXT4: pgbench: error: client 207 aborted in command 0 (set) of script 0; evaluation of meta-command failed

XFS: pgbench: error: client 143 aborted in command 0 (set) of script 0; evaluation of meta-command failed

Scaling Factor: 10000 - Clients: 50 - Mode: Read Only

EXT4: pgbench: error: client 33 aborted in command 0 (set) of script 0; evaluation of meta-command failed

XFS: error: client 37 aborted in command 0 (set) of script 0; evaluation of meta-command failed

Scaling Factor: 10000 - Clients: 1 - Mode: Read Write

EXT4: pgbench: error: client 0 aborted in command 0 (set) of script 0; evaluation of meta-command failed

XFS: pgbench: error: client 0 aborted in command 0 (set) of script 0; evaluation of meta-command failed

Scaling Factor: 10000 - Clients: 1 - Mode: Read Only

EXT4: pgbench: error: client 0 aborted in command 0 (set) of script 0; evaluation of meta-command failed

XFS: pgbench: error: client 0 aborted in command 0 (set) of script 0; evaluation of meta-command failed

Scaling Factor: 10000 - Clients: 50 - Mode: Read Write

EXT4: error: client 23 aborted in command 0 (set) of script 0; evaluation of meta-command failed

XFS: pgbench:error: error: client 3 aborted in command 0 (set) of script 0; evaluation of meta-command failed

Scaling Factor: 10000 - Clients: 100 - Mode: Read Only

EXT4: error: client 11 aborted in command 0 (set) of script 0; evaluation of meta-command failed

XFS: pgbench: error: client 93 aborted in command 0 (set) of script 0; evaluation of meta-command failed

Scaling Factor: 10000 - Clients: 250 - Mode: Read Only

EXT4: pgbench: error: client 15 aborted in command 0 (set) of script 0; evaluation of meta-command failed

XFS: pgbench: error: client 191 aborted in command 0 (set) of script 0; evaluation of meta-command failed

Apache HBase

This is a benchmark of the Apache HBase non-relational distributed database system inspired from Google's Bigtable. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Async Random Read - Clients: 32XFSEXT4120240360480600SE +/- 6.53, N = 15SE +/- 4.40, N = 15569473

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Async Random Read - Clients: 32XFSEXT414K28K42K56K70KSE +/- 591.92, N = 15SE +/- 603.25, N = 155596667261

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 250 - Mode: Read Write - Average LatencyXFSEXT44080120160200SE +/- 2.01, N = 12SE +/- 7.19, N = 12169.34177.011. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 250 - Mode: Read WriteXFSEXT430060090012001500SE +/- 17.14, N = 12SE +/- 47.54, N = 12147914331. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Apache Cassandra

This is a benchmark of the Apache Cassandra NoSQL database management system making use of cassandra-stress. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Mixed 1:3XFSEXT414K28K42K56K70KSE +/- 668.69, N = 12SE +/- 601.71, N = 76517566998

Apache HBase

This is a benchmark of the Apache HBase non-relational distributed database system inspired from Google's Bigtable. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Random Write - Clients: 64XFSEXT4140280420560700SE +/- 33.25, N = 15SE +/- 78.20, N = 9449667

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Random Write - Clients: 64XFSEXT430K60K90K120K150KSE +/- 12366.87, N = 15SE +/- 16815.61, N = 9152697110431

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 500 - Mode: Read Write - Average LatencyXFSEXT4140280420560700SE +/- 49.27, N = 9SE +/- 37.22, N = 12671.08668.761. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 500 - Mode: Read WriteXFSEXT4170340510680850SE +/- 47.92, N = 9SE +/- 38.50, N = 127727711. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Apache HBase

This is a benchmark of the Apache HBase non-relational distributed database system inspired from Google's Bigtable. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Async Random Read - Clients: 16EXT412K24K36K48K60KSE +/- 924.97, N = 1554206

Test: Async Random Read - Clients: 16

XFS: Test failed to run.

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Async Random Write - Clients: 64XFSEXT45001000150020002500SE +/- 18.77, N = 3SE +/- 18.21, N = 321412115

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Async Random Write - Clients: 64XFSEXT46K12K18K24K30KSE +/- 254.18, N = 3SE +/- 250.74, N = 32980630182

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Sequential Read - Clients: 1EXT414002800420056007000SE +/- 78.59, N = 156681

Test: Sequential Read - Clients: 1

XFS: Test failed to run.

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Random Read - Clients: 64XFSEXT430060090012001500SE +/- 13.39, N = 6SE +/- 5.70, N = 31352633

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Random Read - Clients: 64XFSEXT420K40K60K80K100KSE +/- 460.72, N = 6SE +/- 931.32, N = 347175100261

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Sequential Read - Clients: 64XFSEXT42004006008001000SE +/- 14.49, N = 9SE +/- 5.24, N = 3819778

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Sequential Read - Clients: 64XFSEXT420K40K60K80K100KSE +/- 1325.65, N = 9SE +/- 527.81, N = 37794081765

Test: Random Write - Clients: 256

EXT4: Test failed to run.

XFS: Test failed to run.

Memtier_benchmark

Memtier_benchmark is a NoSQL Redis/Memcache traffic generation plus benchmarking tool. This current test profile currently just stresses the Redis protocol and basic options exposed wotj a 1:1 Set/Get ratio, 30 pipeline, 100 clients per thread, and thread count equal to the number of CPU cores/threads present. Patches to extend the test are welcome as always. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterMemtier_benchmark 1.2.17Protocol: RedisXFSEXT4300K600K900K1200K1500KSE +/- 20674.68, N = 12SE +/- 49791.68, N = 121490596.161549937.941. (CXX) g++ options: -O2 -levent -lpthread -lz -lpcre

Apache HBase

This is a benchmark of the Apache HBase non-relational distributed database system inspired from Google's Bigtable. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Async Random Read - Clients: 16EXT460120180240300SE +/- 5.80, N = 15294

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Increment - Clients: 64XFSEXT430060090012001500SE +/- 13.00, N = 3SE +/- 7.57, N = 314821493

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Increment - Clients: 64XFSEXT49K18K27K36K45KSE +/- 329.46, N = 3SE +/- 167.74, N = 34299842684

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 1 - Mode: Read Only - Average LatencyXFSEXT40.02070.04140.06210.08280.1035SE +/- 0.001, N = 3SE +/- 0.001, N = 30.0920.0911. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 1 - Mode: Read OnlyXFSEXT42K4K6K8K10KSE +/- 121.75, N = 3SE +/- 79.57, N = 310911109831. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 100 - Mode: Read Only - Average LatencyXFSEXT40.11720.23440.35160.46880.586SE +/- 0.001, N = 3SE +/- 0.002, N = 30.5150.5211. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 100 - Mode: Read OnlyXFSEXT440K80K120K160K200KSE +/- 354.76, N = 3SE +/- 701.91, N = 31942301918841. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 500 - Mode: Read Write - Average LatencyXFSEXT4306090120150SE +/- 0.60, N = 3SE +/- 0.62, N = 399.73118.401. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 500 - Mode: Read WriteXFSEXT411002200330044005500SE +/- 29.81, N = 3SE +/- 22.33, N = 3501442231. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 500 - Mode: Read Only - Average LatencyXFSEXT40.6621.3241.9862.6483.31SE +/- 0.008, N = 3SE +/- 0.016, N = 32.8362.9421. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 500 - Mode: Read OnlyXFSEXT440K80K120K160K200KSE +/- 464.17, N = 3SE +/- 917.32, N = 31763251699581. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 50 - Mode: Read Only - Average LatencyXFSEXT40.05740.11480.17220.22960.287SE +/- 0.000, N = 3SE +/- 0.000, N = 30.2540.2551. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 50 - Mode: Read OnlyXFSEXT440K80K120K160K200KSE +/- 352.21, N = 3SE +/- 172.61, N = 31965501962671. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 250 - Mode: Read Only - Average LatencyXFSEXT40.28940.57880.86821.15761.447SE +/- 0.002, N = 3SE +/- 0.004, N = 31.2861.2641. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 250 - Mode: Read OnlyXFSEXT440K80K120K160K200KSE +/- 269.64, N = 3SE +/- 670.87, N = 31944101977401. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 100 - Mode: Read Write - Average LatencyXFSEXT4816243240SE +/- 0.23, N = 3SE +/- 0.22, N = 334.6335.071. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 100 - Mode: Read WriteXFSEXT46001200180024003000SE +/- 19.33, N = 3SE +/- 18.10, N = 3288828521. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 250 - Mode: Read Write - Average LatencyXFSEXT420406080100SE +/- 0.55, N = 3SE +/- 0.24, N = 367.6177.111. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 250 - Mode: Read WriteXFSEXT48001600240032004000SE +/- 29.98, N = 3SE +/- 9.96, N = 3369832421. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 50 - Mode: Read Write - Average LatencyXFSEXT448121620SE +/- 0.07, N = 3SE +/- 0.03, N = 317.5617.511. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 50 - Mode: Read WriteXFSEXT46001200180024003000SE +/- 11.14, N = 3SE +/- 4.82, N = 3284728551. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 1 - Mode: Read Write - Average LatencyXFSEXT40.1420.2840.4260.5680.71SE +/- 0.002, N = 3SE +/- 0.001, N = 30.6260.6311. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1000 - Clients: 1 - Mode: Read WriteXFSEXT430060090012001500SE +/- 3.75, N = 3SE +/- 1.22, N = 3159815841. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Apache HBase

This is a benchmark of the Apache HBase non-relational distributed database system inspired from Google's Bigtable. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Sequential Read - Clients: 128XFSEXT430060090012001500SE +/- 4.81, N = 3SE +/- 4.67, N = 313001332

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Sequential Read - Clients: 128XFSEXT420K40K60K80K100KSE +/- 313.48, N = 3SE +/- 278.67, N = 39772495539

Apache Cassandra

This is a benchmark of the Apache Cassandra NoSQL database management system making use of cassandra-stress. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Mixed 1:1XFSEXT414K28K42K56K70KSE +/- 670.05, N = 6SE +/- 805.19, N = 36748867250

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average LatencyXFSEXT40.93331.86662.79993.73324.6665SE +/- 0.040, N = 3SE +/- 0.037, N = 84.0594.1481. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 50 - Mode: Read WriteXFSEXT43K6K9K12K15KSE +/- 121.71, N = 3SE +/- 106.55, N = 812322120611. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Apache HBase

This is a benchmark of the Apache HBase non-relational distributed database system inspired from Google's Bigtable. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Random Write - Clients: 32XFSEXT470140210280350SE +/- 23.38, N = 15SE +/- 37.02, N = 12175318

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Random Write - Clients: 32XFSEXT450K100K150K200K250KSE +/- 21678.90, N = 15SE +/- 21213.62, N = 12219181124449

Apache Cassandra

This is a benchmark of the Apache Cassandra NoSQL database management system making use of cassandra-stress. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: WritesXFSEXT420K40K60K80K100KSE +/- 353.38, N = 3SE +/- 670.12, N = 87826978980

Apache HBase

This is a benchmark of the Apache HBase non-relational distributed database system inspired from Google's Bigtable. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Async Random Write - Clients: 32XFSEXT42004006008001000SE +/- 4.18, N = 3SE +/- 4.04, N = 311531146

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Async Random Write - Clients: 32XFSEXT46K12K18K24K30KSE +/- 98.53, N = 3SE +/- 93.71, N = 32768527839

Test: Sequential Write - Clients: 256

EXT4: Test failed to run.

XFS: Test failed to run.

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Sequential Write - Clients: 32XFSEXT4306090120150SE +/- 2.61, N = 15SE +/- 10.62, N = 1598133

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Sequential Write - Clients: 32XFSEXT470K140K210K280K350KSE +/- 5477.25, N = 15SE +/- 9145.09, N = 15348681317972

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Sequential Read - Clients: 4XFSEXT44080120160200SE +/- 8.92, N = 15SE +/- 1.31, N = 15192182

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Sequential Read - Clients: 4XFSEXT45K10K15K20K25KSE +/- 662.38, N = 15SE +/- 149.90, N = 152117621846

Facebook RocksDB

This is a benchmark of Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Sequential FillXFSEXT430K60K90K120K150KSE +/- 641.02, N = 3SE +/- 1750.15, N = 31497871481831. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Apache HBase

This is a benchmark of the Apache HBase non-relational distributed database system inspired from Google's Bigtable. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Async Random Read - Clients: 4XFSEXT44080120160200SE +/- 1.86, N = 15SE +/- 2.06, N = 15184185

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Async Random Read - Clients: 4XFSEXT45K10K15K20K25KSE +/- 201.09, N = 15SE +/- 217.88, N = 152156521404

Apache CouchDB

This is a bulk insertion benchmark of Apache CouchDB. CouchDB is a document-oriented NoSQL database implemented in Erlang. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.2.1Bulk Size: 100 - Inserts: 1000 - Rounds: 24XFSEXT4306090120150SE +/- 0.47, N = 3SE +/- 1.03, N = 7110.57112.381. (CXX) g++ options: -std=c++14 -lmozjs-68 -lm -lei -fPIC -MMD

Facebook RocksDB

This is a benchmark of Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Read Random Write RandomXFSEXT4140K280K420K560K700KSE +/- 4151.31, N = 3SE +/- 9698.77, N = 156457695717071. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Apache HBase

This is a benchmark of the Apache HBase non-relational distributed database system inspired from Google's Bigtable. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Sequential Read - Clients: 16XFSEXT470140210280350SE +/- 4.16, N = 3SE +/- 2.30, N = 15325262

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Sequential Read - Clients: 16XFSEXT413K26K39K52K65KSE +/- 649.38, N = 3SE +/- 505.75, N = 154903860689

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Async Random Read - Clients: 1XFSEXT44080120160200SE +/- 2.11, N = 15SE +/- 1.51, N = 15160155

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Async Random Read - Clients: 1XFSEXT414002800420056007000SE +/- 72.29, N = 15SE +/- 57.80, N = 1562146392

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Increment - Clients: 1XFSEXT460120180240300SE +/- 3.68, N = 15SE +/- 2.33, N = 3263223

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Increment - Clients: 1XFSEXT410002000300040005000SE +/- 47.01, N = 15SE +/- 46.72, N = 337824452

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Sequential Read - Clients: 1EXT4306090120150SE +/- 1.88, N = 15148

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Increment - Clients: 32XFSEXT42004006008001000SE +/- 7.33, N = 3SE +/- 1.00, N = 3775746

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Increment - Clients: 32XFSEXT49K18K27K36K45KSE +/- 450.19, N = 3SE +/- 40.16, N = 34103842608

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Async Random Write - Clients: 16XFSEXT4160320480640800SE +/- 3.06, N = 3SE +/- 10.14, N = 3734734

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Async Random Write - Clients: 16XFSEXT45K10K15K20K25KSE +/- 89.80, N = 3SE +/- 298.85, N = 32171721724

SQLite Speedtest

This is a benchmark of SQLite's speedtest1 benchmark program with an increased problem size of 1,000. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000XFSEXT4306090120150SE +/- 0.40, N = 3SE +/- 0.88, N = 3149.72149.391. (CC) gcc options: -O2 -ldl -lz -lpthread

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average LatencyXFSEXT40.57471.14941.72412.29882.8735SE +/- 0.007, N = 3SE +/- 0.012, N = 32.5332.5541. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read OnlyXFSEXT440K80K120K160K200KSE +/- 548.17, N = 3SE +/- 906.00, N = 31974041957811. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average LatencyXFSEXT41020304050SE +/- 0.52, N = 3SE +/- 0.63, N = 343.9245.281. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read WriteXFSEXT42K4K6K8K10KSE +/- 134.98, N = 3SE +/- 153.46, N = 311387110471. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyXFSEXT40.25110.50220.75331.00441.2555SE +/- 0.003, N = 3SE +/- 0.002, N = 31.1031.1161. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyXFSEXT450K100K150K200K250KSE +/- 688.93, N = 3SE +/- 466.97, N = 32265822240471. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 1 - Mode: Read Write - Average LatencyXFSEXT40.12920.25840.38760.51680.646SE +/- 0.003, N = 3SE +/- 0.002, N = 30.5740.5711. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 1 - Mode: Read WriteXFSEXT4400800120016002000SE +/- 8.81, N = 3SE +/- 6.13, N = 3174317511. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 100 - Mode: Read Write - Average LatencyXFSEXT4246810SE +/- 0.051, N = 3SE +/- 0.059, N = 38.0888.3001. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 100 - Mode: Read WriteXFSEXT43K6K9K12K15KSE +/- 78.18, N = 3SE +/- 85.22, N = 312364120501. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average LatencyXFSEXT4510152025SE +/- 0.15, N = 3SE +/- 0.15, N = 320.8521.531. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read WriteXFSEXT43K6K9K12K15KSE +/- 88.54, N = 3SE +/- 80.58, N = 311991116141. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 1 - Mode: Read Only - Average LatencyXFSEXT40.01760.03520.05280.07040.088SE +/- 0.000, N = 3SE +/- 0.000, N = 30.0780.0781. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 1 - Mode: Read OnlyXFSEXT43K6K9K12K15KSE +/- 43.12, N = 3SE +/- 46.38, N = 312840128771. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 100 - Mode: Read Only - Average LatencyXFSEXT40.10670.21340.32010.42680.5335SE +/- 0.001, N = 3SE +/- 0.004, N = 30.4640.4741. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 100 - Mode: Read OnlyXFSEXT450K100K150K200K250KSE +/- 517.47, N = 3SE +/- 1749.85, N = 32157402110821. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average LatencyXFSEXT40.05220.10440.15660.20880.261SE +/- 0.000, N = 3SE +/- 0.001, N = 30.2300.2321. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 50 - Mode: Read OnlyXFSEXT450K100K150K200K250KSE +/- 353.34, N = 3SE +/- 968.71, N = 32172222159371. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

LevelDB

LevelDB is a key-value storage library developed by Google that supports making use of Snappy for data compression and has other modern features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Random DeleteXFSEXT460120180240300SE +/- 0.24, N = 3SE +/- 0.20, N = 3289.40288.121. (CXX) g++ options: -O3 -lsnappy -lpthread

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Sequential FillXFSEXT460120180240300SE +/- 0.70, N = 3SE +/- 0.97, N = 3288.98288.301. (CXX) g++ options: -O3 -lsnappy -lpthread

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: Sequential FillXFSEXT43691215SE +/- 0.03, N = 3SE +/- 0.03, N = 312.212.21. (CXX) g++ options: -O3 -lsnappy -lpthread

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average LatencyXFSEXT448121620SE +/- 0.04, N = 3SE +/- 0.01, N = 313.9413.781. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 50 - Mode: Read WriteXFSEXT48001600240032004000SE +/- 9.88, N = 3SE +/- 3.19, N = 3358736271. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 100 - Mode: Read Write - Average LatencyXFSEXT4816243240SE +/- 0.33, N = 3SE +/- 0.18, N = 336.5336.601. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 100 - Mode: Read WriteXFSEXT46001200180024003000SE +/- 25.01, N = 3SE +/- 13.77, N = 3273827331. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 500 - Mode: Read Only - Average LatencyXFSEXT40.52671.05341.58012.10682.6335SE +/- 0.012, N = 3SE +/- 0.010, N = 32.2922.3411. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 500 - Mode: Read OnlyXFSEXT450K100K150K200K250KSE +/- 1176.20, N = 3SE +/- 936.66, N = 32181022136101. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 250 - Mode: Read Only - Average LatencyXFSEXT40.23510.47020.70530.94041.1755SE +/- 0.004, N = 3SE +/- 0.002, N = 31.0331.0451. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 250 - Mode: Read OnlyXFSEXT450K100K150K200K250KSE +/- 1017.69, N = 3SE +/- 435.69, N = 32420592392721. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 100 - Mode: Read Only - Average LatencyXFSEXT40.10010.20020.30030.40040.5005SE +/- 0.001, N = 3SE +/- 0.001, N = 30.4430.4451. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 100 - Mode: Read OnlyXFSEXT450K100K150K200K250KSE +/- 560.78, N = 3SE +/- 402.72, N = 32256302247561. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average LatencyXFSEXT40.05020.10040.15060.20080.251SE +/- 0.001, N = 3SE +/- 0.001, N = 30.2220.2231. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 50 - Mode: Read OnlyXFSEXT450K100K150K200K250KSE +/- 673.80, N = 3SE +/- 885.40, N = 32256982240841. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average LatencyXFSEXT40.11970.23940.35910.47880.5985SE +/- 0.001, N = 3SE +/- 0.004, N = 30.5300.5321. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 1 - Mode: Read WriteXFSEXT4400800120016002000SE +/- 2.19, N = 3SE +/- 14.82, N = 3188818801. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 1 - Mode: Read Only - Average LatencyXFSEXT40.01710.03420.05130.06840.0855SE +/- 0.000, N = 3SE +/- 0.001, N = 30.0750.0761. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 1 - Clients: 1 - Mode: Read OnlyXFSEXT43K6K9K12K15KSE +/- 32.01, N = 3SE +/- 93.30, N = 313398132471. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Apache HBase

This is a benchmark of the Apache HBase non-relational distributed database system inspired from Google's Bigtable. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Random Write - Clients: 16XFSEXT44080120160200SE +/- 20.22, N = 12SE +/- 29.81, N = 1573165

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Random Write - Clients: 16XFSEXT460K120K180K240K300KSE +/- 26659.17, N = 12SE +/- 22515.90, N = 15289850147758

InfluxDB

This is a benchmark of the InfluxDB open-source time-series database optimized for fast, high-availability storage for IoT and other use-cases. The InfluxDB test profile makes use of InfluxDB Inch for facilitating the benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000XFSEXT4200K400K600K800K1000KSE +/- 4939.53, N = 3SE +/- 1636.42, N = 3848341.6859395.6

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 1024 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000XFSEXT4200K400K600K800K1000KSE +/- 2255.62, N = 3SE +/- 1298.48, N = 3860201.8867557.9

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000XFSEXT4200K400K600K800K1000KSE +/- 2719.95, N = 3SE +/- 354.79, N = 3877126.2886748.9

Apache HBase

This is a benchmark of the Apache HBase non-relational distributed database system inspired from Google's Bigtable. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Random Read - Clients: 1XFSEXT44080120160200SE +/- 1.44, N = 15SE +/- 1.89, N = 5149166

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Random Read - Clients: 1XFSEXT414002800420056007000SE +/- 59.65, N = 15SE +/- 65.40, N = 566485980

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Random Read - Clients: 16XFSEXT460120180240300SE +/- 2.02, N = 9SE +/- 2.33, N = 3263223

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Random Read - Clients: 16XFSEXT415K30K45K60K75KSE +/- 473.67, N = 9SE +/- 706.49, N = 36021670930

LevelDB

LevelDB is a key-value storage library developed by Google that supports making use of Snappy for data compression and has other modern features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Hot ReadXFSEXT4816243240SE +/- 0.25, N = 15SE +/- 0.33, N = 335.2535.281. (CXX) g++ options: -O3 -lsnappy -lpthread

Apache HBase

This is a benchmark of the Apache HBase non-relational distributed database system inspired from Google's Bigtable. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Random Read - Clients: 32XFSEXT4100200300400500SE +/- 5.12, N = 4SE +/- 1.86, N = 3468352

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Random Read - Clients: 32XFSEXT420K40K60K80K100KSE +/- 741.01, N = 4SE +/- 460.85, N = 36795790063

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Sequential Write - Clients: 16XFSEXT41326395265SE +/- 6.89, N = 15SE +/- 8.10, N = 155160

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Sequential Write - Clients: 16XFSEXT490K180K270K360K450KSE +/- 10607.49, N = 15SE +/- 9367.43, N = 15398393347807

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Sequential Read - Clients: 32XFSEXT4110220330440550SE +/- 6.03, N = 3SE +/- 4.81, N = 3502432

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Sequential Read - Clients: 32XFSEXT416K32K48K64K80KSE +/- 782.94, N = 3SE +/- 849.17, N = 36351873558

KeyDB

A benchmark of KeyDB as a multi-threaded fork of the Redis server. The KeyDB benchmark is conducted using memtier-benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.2.0XFSEXT470K140K210K280K350KSE +/- 3240.95, N = 3SE +/- 1831.29, N = 3319106.41321216.811. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Apache HBase

This is a benchmark of the Apache HBase non-relational distributed database system inspired from Google's Bigtable. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Increment - Clients: 16XFSEXT4110220330440550SE +/- 3.51, N = 3SE +/- 3.48, N = 3491468

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Increment - Clients: 16XFSEXT47K14K21K28K35KSE +/- 243.82, N = 3SE +/- 262.12, N = 33234933959

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Async Random Write - Clients: 4XFSEXT4100200300400500SE +/- 4.36, N = 3SE +/- 2.60, N = 3466474

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Async Random Write - Clients: 4XFSEXT42K4K6K8K10KSE +/- 77.44, N = 3SE +/- 47.05, N = 385568403

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Async Random Write - Clients: 1XFSEXT480160240320400SE +/- 5.00, N = 3SE +/- 3.33, N = 3387383

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Async Random Write - Clients: 1XFSEXT46001200180024003000SE +/- 32.67, N = 3SE +/- 22.01, N = 325722597

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Increment - Clients: 4XFSEXT470140210280350SE +/- 3.59, N = 4SE +/- 2.89, N = 3325308

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Increment - Clients: 4XFSEXT43K6K9K12K15KSE +/- 140.72, N = 4SE +/- 138.30, N = 31224412905

Facebook RocksDB

This is a benchmark of Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Random Fill SyncXFSEXT414K28K42K56K70KSE +/- 71.15, N = 3SE +/- 81.04, N = 365252652631. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Random FillXFSEXT430K60K90K120K150KSE +/- 1431.41, N = 3SE +/- 1137.72, N = 31499151465941. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Update RandomXFSEXT430K60K90K120K150KSE +/- 1044.42, N = 3SE +/- 966.89, N = 31385751333361. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Read While WritingXFSEXT4500K1000K1500K2000K2500KSE +/- 30012.35, N = 3SE +/- 31860.75, N = 3239542824109871. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Random ReadXFSEXT410M20M30M40M50MSE +/- 442272.59, N = 3SE +/- 427414.69, N = 348239829480979251. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Apache HBase

This is a benchmark of the Apache HBase non-relational distributed database system inspired from Google's Bigtable. Learn more via the OpenBenchmarking.org test page.

Test: Async Random Read - Clients: 256

EXT4: Test failed to run.

XFS: Test failed to run.

Test: Async Random Write - Clients: 256

EXT4: Test failed to run.

XFS: Test failed to run.

Test: Random Read - Clients: 256

EXT4: Test failed to run.

XFS: Test failed to run.

Test: Increment - Clients: 256

EXT4: Test failed to run.

XFS: Test failed to run.

Test: Sequential Read - Clients: 256

EXT4: Test failed to run.

XFS: Test failed to run.

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Random Read - Clients: 4XFSEXT44080120160200SE +/- 1.89, N = 5SE +/- 0.88, N = 3173166

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Random Read - Clients: 4XFSEXT45K10K15K20K25KSE +/- 250.88, N = 5SE +/- 119.26, N = 32292723872

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Random Write - Clients: 4XFSEXT41122334455SE +/- 19.39, N = 12SE +/- 16.39, N = 125045

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Random Write - Clients: 4XFSEXT430K60K90K120K150KSE +/- 18474.95, N = 12SE +/- 18825.90, N = 12156727162144

LevelDB

LevelDB is a key-value storage library developed by Google that supports making use of Snappy for data compression and has other modern features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Seek RandomXFSEXT41020304050SE +/- 0.31, N = 3SE +/- 0.17, N = 344.1444.141. (CXX) g++ options: -O3 -lsnappy -lpthread

Apache HBase

This is a benchmark of the Apache HBase non-relational distributed database system inspired from Google's Bigtable. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Sequential Write - Clients: 4XFSEXT4816243240SE +/- 15.17, N = 12SE +/- 12.02, N = 123330

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Sequential Write - Clients: 4XFSEXT440K80K120K160K200KSE +/- 12069.51, N = 12SE +/- 17028.67, N = 12201341197735

LevelDB

LevelDB is a key-value storage library developed by Google that supports making use of Snappy for data compression and has other modern features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Random ReadXFSEXT4816243240SE +/- 0.18, N = 3SE +/- 0.06, N = 335.5335.391. (CXX) g++ options: -O3 -lsnappy -lpthread

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: OverwriteXFSEXT460120180240300SE +/- 0.32, N = 3SE +/- 0.36, N = 3292.07288.501. (CXX) g++ options: -O3 -lsnappy -lpthread

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: OverwriteXFSEXT43691215SE +/- 0.00, N = 3SE +/- 0.00, N = 312.112.21. (CXX) g++ options: -O3 -lsnappy -lpthread

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Random FillXFSEXT460120180240300SE +/- 0.38, N = 3SE +/- 0.66, N = 3288.49287.331. (CXX) g++ options: -O3 -lsnappy -lpthread

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: Random FillXFSEXT43691215SE +/- 0.00, N = 3SE +/- 0.03, N = 312.212.31. (CXX) g++ options: -O3 -lsnappy -lpthread

Apache HBase

This is a benchmark of the Apache HBase non-relational distributed database system inspired from Google's Bigtable. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Random Write - Clients: 1XFSEXT448121620SE +/- 0.24, N = 15SE +/- 0.23, N = 131718

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Random Write - Clients: 1XFSEXT412K24K36K48K60KSE +/- 624.11, N = 15SE +/- 611.63, N = 135435953879

OpenBenchmarking.orgMicroseconds - Average Latency, Fewer Is BetterApache HBase 2.2.3Test: Sequential Write - Clients: 1XFSEXT448121620SE +/- 0.21, N = 15SE +/- 0.25, N = 151414

OpenBenchmarking.orgRows Per Second, More Is BetterApache HBase 2.2.3Test: Sequential Write - Clients: 1XFSEXT414K28K42K56K70KSE +/- 803.17, N = 15SE +/- 946.43, N = 156573265319

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SETXFSEXT4200K400K600K800K1000KSE +/- 3946.38, N = 3SE +/- 10546.64, N = 3857147.73878810.461. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: GETXFSEXT4200K400K600K800K1000KSE +/- 3146.20, N = 3SE +/- 4177.59, N = 3882156.81873340.331. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: LPUSHXFSEXT4200K400K600K800K1000KSE +/- 3139.63, N = 3SE +/- 3122.84, N = 3876195.46877540.981. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: LPOPXFSEXT4200K400K600K800K1000KSE +/- 4956.07, N = 3SE +/- 3329.62, N = 3873824.56880911.581. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SADDXFSEXT4200K400K600K800K1000KSE +/- 9058.69, N = 3SE +/- 12939.69, N = 3883258.92899392.791. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

SQLite

This is a simple benchmark of SQLite. At present this test profile just measures the time to perform a pre-defined number of insertions on an indexed database. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite 3.30.1Threads / Copies: 1XFSEXT40.72951.4592.18852.9183.6475SE +/- 0.019, N = 3SE +/- 0.005, N = 33.2423.1591. (CC) gcc options: -O2 -lz -lm -ldl -lpthread

LevelDB

LevelDB is a key-value storage library developed by Google that supports making use of Snappy for data compression and has other modern features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Fill SyncXFSEXT4120240360480600SE +/- 4.82, N = 3SE +/- 4.28, N = 3539.80543.771. (CXX) g++ options: -O3 -lsnappy -lpthread

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: Fill SyncXFSEXT4246810SE +/- 0.06, N = 3SE +/- 0.03, N = 36.56.41. (CXX) g++ options: -O3 -lsnappy -lpthread

MariaDB

This is a MariaDB MySQL database server benchmark making use of mysqlslap. Learn more via the OpenBenchmarking.org test page.

Clients: 8

EXT4: ./mysqlslap: 3: ./bin/mysqlslap: not found

XFS: ./mysqlslap: 3: ./bin/mysqlslap: not found

Clients: 4096

EXT4: ./mysqlslap: 3: ./bin/mysqlslap: not found

XFS: ./mysqlslap: 3: ./bin/mysqlslap: not found

Clients: 2048

EXT4: ./mysqlslap: 3: ./bin/mysqlslap: not found

XFS: ./mysqlslap: 3: ./bin/mysqlslap: not found

Clients: 1024

EXT4: ./mysqlslap: 3: ./bin/mysqlslap: not found

XFS: ./mysqlslap: 3: ./bin/mysqlslap: not found

Clients: 512

EXT4: ./mysqlslap: 3: ./bin/mysqlslap: not found

XFS: ./mysqlslap: 3: ./bin/mysqlslap: not found

Clients: 256

EXT4: ./mysqlslap: 3: ./bin/mysqlslap: not found

XFS: ./mysqlslap: 3: ./bin/mysqlslap: not found

Clients: 128

EXT4: ./mysqlslap: 3: ./bin/mysqlslap: not found

XFS: ./mysqlslap: 3: ./bin/mysqlslap: not found

Clients: 64

EXT4: ./mysqlslap: 3: ./bin/mysqlslap: not found

XFS: ./mysqlslap: 3: ./bin/mysqlslap: not found

Clients: 32

EXT4: ./mysqlslap: 3: ./bin/mysqlslap: not found

XFS: ./mysqlslap: 3: ./bin/mysqlslap: not found

Clients: 16

EXT4: ./mysqlslap: 3: ./bin/mysqlslap: not found

XFS: ./mysqlslap: 3: ./bin/mysqlslap: not found

Clients: 1

EXT4: ./mysqlslap: 3: ./bin/mysqlslap: not found

XFS: ./mysqlslap: 3: ./bin/mysqlslap: not found

180 Results Shown

Apache HBase:
  Rand Write - 128:
    Microseconds - Average Latency
    Rows Per Second
  Async Rand Read - 128:
    Microseconds - Average Latency
    Rows Per Second
  Seq Write - 64:
    Microseconds - Average Latency
    Rows Per Second
  Rand Read - 128:
    Microseconds - Average Latency
    Rows Per Second
  Async Rand Write - 128:
    Microseconds - Average Latency
    Rows Per Second
  Seq Write - 128:
    Microseconds - Average Latency
    Rows Per Second
  Increment - 128:
    Microseconds - Average Latency
    Rows Per Second
Apache Cassandra
Apache HBase:
  Async Rand Read - 64:
    Microseconds - Average Latency
    Rows Per Second
  Async Rand Read - 32:
    Microseconds - Average Latency
    Rows Per Second
PostgreSQL pgbench:
  1 - 250 - Read Write - Average Latency
  1 - 250 - Read Write
Apache Cassandra
Apache HBase:
  Rand Write - 64:
    Microseconds - Average Latency
    Rows Per Second
PostgreSQL pgbench:
  1 - 500 - Read Write - Average Latency
  1 - 500 - Read Write
Apache HBase:
  Async Rand Read - 16
  Async Rand Write - 64
  Async Rand Write - 64
  Seq Read - 1
  Rand Read - 64
  Rand Read - 64
  Seq Read - 64
  Seq Read - 64
Memtier_benchmark
Apache HBase:
  Async Rand Read - 16
  Increment - 64
  Increment - 64
PostgreSQL pgbench:
  1000 - 1 - Read Only - Average Latency
  1000 - 1 - Read Only
  1000 - 100 - Read Only - Average Latency
  1000 - 100 - Read Only
  1000 - 500 - Read Write - Average Latency
  1000 - 500 - Read Write
  1000 - 500 - Read Only - Average Latency
  1000 - 500 - Read Only
  1000 - 50 - Read Only - Average Latency
  1000 - 50 - Read Only
  1000 - 250 - Read Only - Average Latency
  1000 - 250 - Read Only
  1000 - 100 - Read Write - Average Latency
  1000 - 100 - Read Write
  1000 - 250 - Read Write - Average Latency
  1000 - 250 - Read Write
  1000 - 50 - Read Write - Average Latency
  1000 - 50 - Read Write
  1000 - 1 - Read Write - Average Latency
  1000 - 1 - Read Write
Apache HBase:
  Seq Read - 128:
    Microseconds - Average Latency
    Rows Per Second
Apache Cassandra
PostgreSQL pgbench:
  100 - 50 - Read Write - Average Latency
  100 - 50 - Read Write
Apache HBase:
  Rand Write - 32:
    Microseconds - Average Latency
    Rows Per Second
Apache Cassandra
Apache HBase:
  Async Rand Write - 32:
    Microseconds - Average Latency
    Rows Per Second
  Seq Write - 32:
    Microseconds - Average Latency
    Rows Per Second
  Seq Read - 4:
    Microseconds - Average Latency
    Rows Per Second
Facebook RocksDB
Apache HBase:
  Async Rand Read - 4:
    Microseconds - Average Latency
    Rows Per Second
Apache CouchDB
Facebook RocksDB
Apache HBase:
  Seq Read - 16:
    Microseconds - Average Latency
    Rows Per Second
  Async Rand Read - 1:
    Microseconds - Average Latency
    Rows Per Second
  Increment - 1:
    Microseconds - Average Latency
    Rows Per Second
  Seq Read - 1:
    Microseconds - Average Latency
  Increment - 32:
    Microseconds - Average Latency
    Rows Per Second
  Async Rand Write - 16:
    Microseconds - Average Latency
    Rows Per Second
SQLite Speedtest
PostgreSQL pgbench:
  100 - 500 - Read Only - Average Latency
  100 - 500 - Read Only
  100 - 500 - Read Write - Average Latency
  100 - 500 - Read Write
  100 - 250 - Read Only - Average Latency
  100 - 250 - Read Only
  100 - 1 - Read Write - Average Latency
  100 - 1 - Read Write
  100 - 100 - Read Write - Average Latency
  100 - 100 - Read Write
  100 - 250 - Read Write - Average Latency
  100 - 250 - Read Write
  100 - 1 - Read Only - Average Latency
  100 - 1 - Read Only
  100 - 100 - Read Only - Average Latency
  100 - 100 - Read Only
  100 - 50 - Read Only - Average Latency
  100 - 50 - Read Only
LevelDB:
  Rand Delete
  Seq Fill
  Seq Fill
PostgreSQL pgbench:
  1 - 50 - Read Write - Average Latency
  1 - 50 - Read Write
  1 - 100 - Read Write - Average Latency
  1 - 100 - Read Write
  1 - 500 - Read Only - Average Latency
  1 - 500 - Read Only
  1 - 250 - Read Only - Average Latency
  1 - 250 - Read Only
  1 - 100 - Read Only - Average Latency
  1 - 100 - Read Only
  1 - 50 - Read Only - Average Latency
  1 - 50 - Read Only
  1 - 1 - Read Write - Average Latency
  1 - 1 - Read Write
  1 - 1 - Read Only - Average Latency
  1 - 1 - Read Only
Apache HBase:
  Rand Write - 16:
    Microseconds - Average Latency
    Rows Per Second
InfluxDB:
  4 - 10000 - 2,5000,1 - 10000
  1024 - 10000 - 2,5000,1 - 10000
  64 - 10000 - 2,5000,1 - 10000
Apache HBase:
  Rand Read - 1:
    Microseconds - Average Latency
    Rows Per Second
  Rand Read - 16:
    Microseconds - Average Latency
    Rows Per Second
LevelDB
Apache HBase:
  Rand Read - 32:
    Microseconds - Average Latency
    Rows Per Second
  Seq Write - 16:
    Microseconds - Average Latency
    Rows Per Second
  Seq Read - 32:
    Microseconds - Average Latency
    Rows Per Second
KeyDB
Apache HBase:
  Increment - 16:
    Microseconds - Average Latency
    Rows Per Second
  Async Rand Write - 4:
    Microseconds - Average Latency
    Rows Per Second
  Async Rand Write - 1:
    Microseconds - Average Latency
    Rows Per Second
  Increment - 4:
    Microseconds - Average Latency
    Rows Per Second
Facebook RocksDB:
  Rand Fill Sync
  Rand Fill
  Update Rand
  Read While Writing
  Rand Read
Apache HBase:
  Rand Read - 4:
    Microseconds - Average Latency
    Rows Per Second
  Rand Write - 4:
    Microseconds - Average Latency
    Rows Per Second
LevelDB
Apache HBase:
  Seq Write - 4:
    Microseconds - Average Latency
    Rows Per Second
LevelDB:
  Rand Read
  Overwrite
  Overwrite
  Rand Fill
  Rand Fill
Apache HBase:
  Rand Write - 1:
    Microseconds - Average Latency
    Rows Per Second
  Seq Write - 1:
    Microseconds - Average Latency
    Rows Per Second
Redis:
  SET
  GET
  LPUSH
  LPOP
  SADD
SQLite
LevelDB:
  Fill Sync:
    Microseconds Per Op
    MB/s