CloudSuite Graph Analytics

CloudSuite Graph Analytics uses Apache GraphX + Spark to perform graph analytics (PageRank) on sample Twitter data.

To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark cloudsuite-ga.

Project Site

github.com

Test Created

1 November 2019

Test Maintainer

Michael Larabel 

Test Type

System

Average Install Time

1 Minute, 12 Seconds

Average Run Time

10 Minutes, 13 Seconds

Accolades

10k+ Downloads

Supported Platforms


Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsCloudSuite Graph Analytics Popularity Statisticspts/cloudsuite-ga2019.112019.122020.012020.022020.032020.042020.052020.062020.072020.082020.092020.102020.112020.122021.022021.032021.042021.052021.062021.072021.082021.092021.1090180270360450
* 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 25 October 2021.

Revision History

pts/cloudsuite-ga-1.0.0   [View Source]   Fri, 01 Nov 2019 17:56:38 GMT
Initial commit of CloudSuite Graph Analytics benchmark.


Performance Metrics

Analyze Test Configuration:

CloudSuite Graph Analytics

OpenBenchmarking.org metrics for this test profile configuration based on 81 public results since 1 November 2019 with the latest data as of 30 November 2020.

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
ms (Average)
Mid-Tier
75th
> 14094
Median
50th
15741
36th
12
18099 +/- 1316
Low-Tier
25th
> 24002
14th
11
35872 +/- 2634
4th
5
60994 +/- 485
OpenBenchmarking.orgDistribution Of Public Results81 Results Range From 12238 To 61635 ms12238132261421415202161901717818166191542014221130221182310624094250822607027058280462903430022310103199832986339743496235950369383792638914399024089041878428664385444842458304681847806487944978250770517585274653734547225571056698576865867459662606506163848121620

Based on OpenBenchmarking.org data, the selected test / test configuration (CloudSuite Graph Analytics) has an average run-time of 6 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 BenchmarkRun-Time612182430Min: 1 / Avg: 5.76 / Max: 27

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 1.8%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsDeviation246810Min: 0 / Avg: 1.82 / Max: 5

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