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

Source Repository

github.com

Test Created

5 March 2020

Last Updated

9 October 2022

Test Maintainer

Michael Larabel 

Test Type

System

Average Install Time

3 Seconds

Average Run Time

10 Minutes, 28 Seconds

Test Dependencies

Java

Accolades

40k+ Downloads

Supported Platforms

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsApache HBase Popularity Statisticspts/hbase2020.032020.052020.072020.092020.112021.012021.032021.052021.072021.092021.112022.012022.032022.052022.072022.092022.112023.012023.032023.052023.072023.092023.112024.012024.033K6K9K12K15K
* 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.
1000063.8%100000036.2%Rows Option PopularityOpenBenchmarking.org
Random Read30.8%Increment30.2%Random Write28.3%Sequential Read10.6%Test Option PopularityOpenBenchmarking.org
151.9%1619.2%428.9%Clients Option PopularityOpenBenchmarking.org

Revision History

pts/hbase-1.1.0   [View Source]   Sun, 09 Oct 2022 10:06:01 GMT
Update against Hbase 2.5.0 upstream. Fixes: https://github.com/phoronix-test-suite/test-profiles/issues/247

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 135 public results since 5 March 2020 with the latest data as of 13 March 2024.

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)
AMD Ryzen 9 3950X 16-Core
95th
12
113996 +/- 661
AMD Ryzen 9 3900X 12-Core
82nd
3
79497 +/- 1105
Mid-Tier
75th
< 76312
2 x Intel Xeon Gold 6254
74th
6
76072 +/- 5137
2 x Intel Xeon Gold 5222
67th
4
69418 +/- 3678
2 x Intel Xeon E5-2680 v3
62nd
3
65500 +/- 2568
Intel Core i7-6820HQ
61st
4
64156 +/- 2693
Median
50th
57072
2 x Intel Xeon E5-2680 0
19th
7
41349 +/- 1043
Low-Tier
25th
< 43274
2 x Intel Xeon Platinum 8124M
7th
3
30479 +/- 1548
OpenBenchmarking.orgDistribution Of Public Results - Test: Random Write - Clients: 1135 Results Range From 5177 To 134455 Rows Per Second51777763103491293515521181072069323279258652845131037336233620938795413814396746553491395172554311568975948362069646556724169827724137499977585801718275785343879299051593101956879827310085910344510603110861711120311378911637511896112154712413312671912930513189113447748121620

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: 1.47 / 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: 6.22 / 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

OpenBenchmarking.org Results Compare

1 System - 11 Benchmark Results

AMD Ryzen 9 5950X 16-Core - Intel 440BX - Intel 440BX

Ubuntu 22.04 - 5.15.0-100-generic - 1.3.255
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