Apache HBase This is a benchmark of the Apache HBase non-relational distributed database system inspired from Google's Bigtable.
To run this test with the Phoronix Test Suite , the basic command is: phoronix-test-suite benchmark hbase .
Test Created 5 March 2020
Last Updated 9 October 2022
Test Type System
Average Install Time 3 Seconds
Average Run Time 10 Minutes, 28 Seconds
Test Dependencies Java
Accolades 40k+ Downloads Public Result Uploads * Reported Installs ** Reported Test Completions ** Test Profile Page Views *** OpenBenchmarking.org Events Apache HBase Popularity Statistics pts/hbase 2020.03 2020.05 2020.07 2020.09 2020.11 2021.01 2021.03 2021.05 2021.07 2021.09 2021.11 2022.01 2022.03 2022.05 2022.07 2022.09 2022.11 2023.01 2023.03 2023.05 2023.07 2023.09 2023.11 2024.01 2024.03 3K 6K 9K 12K 15K
* Uploading of benchmark result data to OpenBenchmarking.org is always optional (opt-in) via the Phoronix Test Suite for users wishing to share their results publicly. ** Data based on those opting to upload their test results to OpenBenchmarking.org and users enabling the opt-in anonymous statistics reporting while running benchmarks from an Internet-connected platform. *** Test profile page view reporting began March 2021. Data updated weekly as of 14 April 2024.
10000 63.8% 1000000 36.2% Rows Option Popularity OpenBenchmarking.org
Random Read 30.8% Increment 30.2% Random Write 28.3% Sequential Read 10.6% Test Option Popularity OpenBenchmarking.org
1 51.9% 16 19.2% 4 28.9% Clients Option Popularity OpenBenchmarking.org
Performance MetricsAnalyze Test Configuration: pts/hbase-1.1.x - Rows: 10000 - Test: Random Write - Clients: 1 (Rows Per Second) pts/hbase-1.1.x - Rows: 10000 - Test: Random Write - Clients: 1 (Microseconds - Average Latency) pts/hbase-1.1.x - Rows: 10000 - Test: Increment - Clients: 1 (Rows Per Second) pts/hbase-1.1.x - Rows: 10000 - Test: Random Read - Clients: 1 (Rows Per Second) pts/hbase-1.1.x - Rows: 10000 - Test: Random Read - Clients: 1 (Microseconds - Average Latency) pts/hbase-1.1.x - Rows: 10000 - Test: Increment - Clients: 1 (Microseconds - Average Latency) pts/hbase-1.1.x - Rows: 1000000 - Test: Random Read - Clients: 1 (Microseconds - Average Latency) pts/hbase-1.1.x - Rows: 1000000 - Test: Random Read - Clients: 1 (Rows Per Second) pts/hbase-1.1.x - Rows: 1000000 - Test: Increment - Clients: 1 (Microseconds - Average Latency) pts/hbase-1.1.x - Rows: 1000000 - Test: Increment - Clients: 1 (Rows Per Second) pts/hbase-1.1.x - Rows: 10000 - Test: Sequential Read - Clients: 1 (Microseconds - Average Latency) pts/hbase-1.1.x - Rows: 10000 - Test: Sequential Read - Clients: 1 (Rows Per Second) pts/hbase-1.0.x - Test: Random Write - Clients: 1 (Rows Per Second) pts/hbase-1.0.x - Test: Random Write - Clients: 1 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Increment - Clients: 1 (Rows Per Second) pts/hbase-1.0.x - Test: Increment - Clients: 1 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Random Read - Clients: 1 (Rows Per Second) pts/hbase-1.0.x - Test: Random Read - Clients: 1 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Increment - Clients: 4 (Rows Per Second) pts/hbase-1.0.x - Test: Increment - Clients: 4 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Increment - Clients: 16 (Rows Per Second) pts/hbase-1.0.x - Test: Increment - Clients: 16 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Random Read - Clients: 4 (Rows Per Second) pts/hbase-1.0.x - Test: Random Read - Clients: 4 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Random Read - Clients: 16 (Rows Per Second) pts/hbase-1.0.x - Test: Random Read - Clients: 16 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Async Random Read - Clients: 1 (Rows Per Second) pts/hbase-1.0.x - Test: Async Random Read - Clients: 1 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Random Write - Clients: 4 (Rows Per Second) pts/hbase-1.0.x - Test: Random Write - Clients: 4 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Async Random Write - Clients: 1 (Rows Per Second) pts/hbase-1.0.x - Test: Async Random Write - Clients: 1 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Increment - Clients: 32 (Rows Per Second) pts/hbase-1.0.x - Test: Increment - Clients: 32 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Sequential Write - Clients: 1 (Rows Per Second) pts/hbase-1.0.x - Test: Sequential Write - Clients: 1 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Sequential Read - Clients: 1 (Rows Per Second) pts/hbase-1.0.x - Test: Sequential Read - Clients: 1 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Random Read - Clients: 32 (Rows Per Second) pts/hbase-1.0.x - Test: Random Read - Clients: 32 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Random Write - Clients: 16 (Rows Per Second) pts/hbase-1.0.x - Test: Async Random Write - Clients: 4 (Rows Per Second) pts/hbase-1.0.x - Test: Random Write - Clients: 16 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Sequential Read - Clients: 4 (Rows Per Second) pts/hbase-1.0.x - Test: Async Random Write - Clients: 4 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Sequential Read - Clients: 4 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Async Random Read - Clients: 4 (Rows Per Second) pts/hbase-1.0.x - Test: Async Random Read - Clients: 4 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Sequential Write - Clients: 4 (Rows Per Second) pts/hbase-1.0.x - Test: Sequential Write - Clients: 4 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Async Random Read - Clients: 16 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Async Random Read - Clients: 16 (Rows Per Second) pts/hbase-1.0.x - Test: Async Random Write - Clients: 16 (Rows Per Second) pts/hbase-1.0.x - Test: Async Random Write - Clients: 16 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Sequential Read - Clients: 16 (Rows Per Second) pts/hbase-1.0.x - Test: Sequential Read - Clients: 16 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Sequential Write - Clients: 16 (Rows Per Second) pts/hbase-1.0.x - Test: Sequential Write - Clients: 16 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Increment - Clients: 128 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Increment - Clients: 64 (Rows Per Second) pts/hbase-1.0.x - Test: Increment - Clients: 128 (Rows Per Second) pts/hbase-1.0.x - Test: Increment - Clients: 64 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Async Random Read - Clients: 32 (Rows Per Second) pts/hbase-1.0.x - Test: Async Random Read - Clients: 32 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Random Read - Clients: 128 (Rows Per Second) pts/hbase-1.0.x - Test: Random Read - Clients: 128 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Sequential Read - Clients: 32 (Rows Per Second) pts/hbase-1.0.x - Test: Random Read - Clients: 64 (Rows Per Second) pts/hbase-1.0.x - Test: Sequential Read - Clients: 32 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Random Read - Clients: 64 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Async Random Write - Clients: 32 (Rows Per Second) pts/hbase-1.0.x - Test: Async Random Write - Clients: 32 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Random Write - Clients: 32 (Rows Per Second) pts/hbase-1.0.x - Test: Random Write - Clients: 32 (Microseconds - Average Latency) pts/hbase-1.0.x - Test: Sequential Write - Clients: 32 (Rows Per Second) pts/hbase-1.0.x - Test: Sequential Write - Clients: 32 (Microseconds - Average Latency) Apache HBase 2.2.3 Test: Sequential Write - Clients: 128 OpenBenchmarking.org metrics for this test profile configuration based on 14 public results since 7 October 2020 with the latest data as of 7 October 2022 .
Additional benchmark metrics will come after OpenBenchmarking.org has collected a sufficient data-set.
OpenBenchmarking.org Distribution Of Public Results - Test: Sequential Write - Clients: 128 14 Results Range From 32761 To 552684 Rows Per Second 32761 43160 53559 63958 74357 84756 95155 105554 115953 126352 136751 147150 157549 167948 178347 188746 199145 209544 219943 230342 240741 251140 261539 271938 282337 292736 303135 313534 323933 334332 344731 355130 365529 375928 386327 396726 407125 417524 427923 438322 448721 459120 469519 479918 490317 500716 511115 521514 531913 542312 552711 2 4 6 8 10
Based on OpenBenchmarking.org data, the selected test / test configuration (Apache HBase 2.2.3 - Test: Sequential Write - Clients: 128 ) has an average run-time of 1 hour . By default this test profile is set to run at least 3 times but may increase if the standard deviation exceeds pre-defined defaults or other calculations deem additional runs necessary for greater statistical accuracy of the result.
OpenBenchmarking.org Minutes Time Required To Complete Benchmark Test: Sequential Write - Clients: 128 Run-Time 30 60 90 120 150 Min: 4 / Avg: 59.46 / Max: 155
Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 7.8% .
OpenBenchmarking.org Percent, Fewer Is Better Average Deviation Between Runs Test: Sequential Write - Clients: 128 Deviation 5 10 15 20 25 Min: 0 / Avg: 7.75 / Max: 20
Tested CPU Architectures This benchmark has been successfully tested on the below mentioned architectures. The CPU architectures listed is where successful OpenBenchmarking.org result uploads occurred, namely for helping to determine if a given test is compatible with various alternative CPU architectures.
CPU Architecture
Kernel Identifier
Verified On
Intel / AMD x86 64-bit
x86_64
(Many Processors)
ARMv8 64-bit
aarch64
ARMv8 Neoverse-N1 80-Core