CloudSuite In-Memory Analytics

CloudSuite In-Memory Analytics uses Apache Spark and runs a collaborative filtering algorithm in-memory on a dataset of user-movie ratings from Movielens.

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

Project Site

github.com

Test Created

1 November 2019

Last Updated

1 November 2019

Test Maintainer

Michael Larabel 

Test Type

System

Average Install Time

1 Minute, 13 Seconds

Average Run Time

11 Minutes, 8 Seconds

Accolades

5k+ Downloads

Supported Platforms


Public Result UploadsReported Installs*Test Completions*OpenBenchmarking.orgEventsCloudSuite In-Memory Analytics Popularity Statisticspts/cloudsuite-ma2019.112019.122020.012020.022020.032020.042020.052020.062020.072020.082020.102020.112020.122021.022021.032021.0420406080100
* 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.
Data current as of Sat, 10 Apr 2021 06:03:29 GMT.

Revision History

pts/cloudsuite-ma-1.0.0   [View Source]   Fri, 01 Nov 2019 18:00:00 GMT
Initial commit of CloudSuite In-Memory Analytics benchmark.


Performance Metrics

Analyze Test Configuration:

CloudSuite In-Memory Analytics

OpenBenchmarking.org metrics for this test profile configuration based on 45 public results since 1 November 2019 with the latest data as of 14 March 2021.

Additional benchmark metrics will come after OpenBenchmarking.org has collected a sufficient data-set.

OpenBenchmarking.orgDistribution Of Public Results45 Results Range From 9316 To 298570 ms931615102208882667432460382464403249818556046139067176729627874884534903209610610189210767811346411925012503613082213660814239414818015396615975216553817132417711018289618868219446820025420604021182621761222339822918423497024075624654225232825811426390026968627547228125828704429283029861648121620

Based on OpenBenchmarking.org data, the selected test / test configuration (CloudSuite In-Memory Analytics) has an average run-time of 10 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-Time918273645Min: 1 / Avg: 10.29 / Max: 45

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 1%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsDeviation246810Min: 0 / Avg: 0.95 / Max: 3

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2 x Intel Xeon Platinum 8175M - Amazon EC2 m5.metal v1.0 - Intel Sky Lake-E DMI3 Registers

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