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

3 Seconds

Average Run Time

10 Minutes, 12 Seconds

Test Dependencies

Java

Accolades

10k+ Downloads

Supported Platforms


Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsApache HBase Popularity Statisticspts/hbase2020.032020.042020.052020.062020.072020.082020.092020.102020.112020.122021.012021.022021.032021.042021.052021.062021.072021.082021.092021.102021.112021.122022.012022.022022.032022.042022.052022.062022.072022.082022.092022.1012002400360048006000
* 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 2 October 2022.
Random Read24.1%Random Write11.3%Async Random Write8.1%Sequential Read14.4%Increment25.6%Sequential Write7.6%Async Random Read8.9%Test Option PopularityOpenBenchmarking.org
6413.3%124.5%1615.0%3216.3%417.6%12813.4%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 131 public results since 5 March 2020 with the latest data as of 17 July 2022.

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)
95th
12
113996 +/- 661
82nd
3
79497 +/- 1105
Mid-Tier
75th
< 76185
75th
6
76072 +/- 5137
68th
3
68676 +/- 4122
63rd
3
65500 +/- 2568
62nd
4
64156 +/- 2693
Median
50th
56960
19th
5
40886 +/- 426
Low-Tier
25th
< 43113
OpenBenchmarking.orgDistribution Of Public Results - Test: Random Write - Clients: 1131 Results Range From 5177 To 132815 Rows Per Second517777301028312836153891794220495230482560128154307073326035813383664091943472460254857851131536845623758790613436389666449690027155574108766617921481767843208687389426919799453297085996381021911047441072971098501124031149561175091200621226151251681277211302741328273691215

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: 1.48 / Max: 5

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 6.2%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsTest: Random Write - Clients: 1Deviation48121620Min: 1 / Avg: 6.19 / Max: 13

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)
IBM Z
s390x
(Many Processors)

Recent Test Results

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1 System - 224 Benchmark Results

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Ubuntu 20.04 - 5.4.0-122-generic - GCC 9.4.0

3 Systems - 83 Benchmark Results

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Debian 11 - 5.10.0-14-amd64 - GCC 10.2.1 20210110

1 System - 103 Benchmark Results

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Debian 11 - 5.10.0-14-amd64 - GCC 10.2.1 20210110

1 System - 102 Benchmark Results

AMD Ryzen 5 3600X 6-Core - ASRockRack X470D4U2-2T v1.01 - AMD Starship

Debian 11 - 5.10.0-14-amd64 - GCC 10.2.1 20210110

1 System - 106 Benchmark Results

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Debian 11 - 5.10.0-16-amd64 - GCC 10.2.1 20210110

1 System - 135 Benchmark Results

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1 System - 142 Benchmark Results

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Ubuntu 22.04 - 5.15.0-1011-oracle - ext4

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2 x Intel Xeon Gold 5222 - Cisco UCSB-B200-M5 - Intel Sky Lake-E DMI3 Registers

Oracle Linux Server 8.6 - 5.4.17-2136.307.3.5.el8uek.x86_64 - GCC 8.5.0 20210514

1 System - 291 Benchmark Results

2 x Intel Xeon Gold 6240 - Intel 440BX - Intel 440BX

Oracle Linux Server 8.6 - 4.18.0-372.9.1.el8.x86_64 - GCC 8.5.0 20210514

3 Systems - 291 Benchmark Results

2 x Intel Xeon Gold 6240 - Intel 440BX - Intel 440BX

OracleServer 8.5 - 4.18.0-348.7.1.el8_5.x86_64 - GCC 8.5.0 20210514

3 Systems - 306 Benchmark Results

2 x Intel Xeon Gold 5222 - Cisco UCSB-B200-M5 - Intel Sky Lake-E DMI3 Registers

Oracle Linux Server 8.6 - 5.4.17-2136.307.3.5.el8uek.x86_64 - GCC 8.5.0 20210514

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CentOS 7.9.2009 - 3.10.0-1160.62.1.el7.x86_64 - X Server

1 System - 189 Benchmark Results

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Debian 11 - 5.10.0-13-amd64 - KDE Plasma 5.20.5

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