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.

Project Site

hbase.apache.org

Test Created

5 March 2020

Last Updated

23 May 2020

Test Maintainer

Michael Larabel 

Test Type

System

Average Install Time

4 Seconds

Average Run Time

10 Minutes, 12 Seconds

Test Dependencies

Java

Accolades

5k+ Downloads

Supported Platforms


Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsApache HBase Popularity Statisticspts/hbase2020.032020.042020.052020.062020.072020.082020.092020.102020.112020.122021.012021.022021.032021.042021.052021.062021.072021.082021.0912002400360048006000
* 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 current as of 23 September 2021.
Random Read23.5%Random Write12.5%Async Random Write10.1%Sequential Read15.2%Increment24.6%Sequential Write9.1%Async Random Read5.1%Test Option PopularityOpenBenchmarking.org
649.6%133.1%168.8%3211.8%427.5%1289.2%Clients Option PopularityOpenBenchmarking.org

Revision History

pts/hbase-1.0.1   [View Source]   Sat, 23 May 2020 09:21:05 GMT
Update download links.

pts/hbase-1.0.0   [View Source]   Thu, 05 Mar 2020 20:49:23 GMT
Initial commit of Apache HBase test profile.

Suites Using This Test

Database Test Suite

Server


Performance Metrics

Analyze Test Configuration:

Apache HBase 2.2.3

Test: Random Write - Clients: 1

OpenBenchmarking.org metrics for this test profile configuration based on 188 public results since 5 March 2020 with the latest data as of 15 September 2021.

Below is an overview of the generalized performance for components where there is sufficient statistically significant data based upon user-uploaded results. It is important to keep in mind particularly in the Linux/open-source space there can be vastly different OS configurations, with this overview intended to offer just general guidance as to the performance expectations.

Component
Percentile Rank
# Compatible Public Results
Rows Per Second (Average)
98th
12
113996 +/- 661
91st
3
79497 +/- 1105
87th
6
76072 +/- 5137
80th
3
65500 +/- 2568
80th
4
64156 +/- 2693
Mid-Tier
75th
< 61495
12th
5
40886 +/- 426
Low-Tier
25th
< 46533
OpenBenchmarking.orgDistribution Of Public Results - Test: Random Write - Clients: 1188 Results Range From 5177 To 114841 Rows Per Second517773719565117591395316147183412053522729249232711729311315053369935893380874028142475446694686349057512515344555639578336002762221644156660968803709977319175385775797977381967841618635588549907439293795131973259951910171310390710610110829511048911268311487720406080100

Based on OpenBenchmarking.org data, the selected test / test configuration (Apache HBase 2.2.3 - Test: Random Write - Clients: 1) has an average run-time of 2 minutes. 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.orgMinutesTime Required To Complete BenchmarkTest: Random Write - Clients: 1Run-Time246810Min: 1 / Avg: 1.69 / Max: 3

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 11%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsTest: Random Write - Clients: 1Deviation48121620Min: 1 / Avg: 11.01 / Max: 17

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