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

Test Maintainer

Michael Larabel 

Test Type

System

Average Install Time

1 Minute, 14 Seconds

Average Run Time

13 Minutes, 11 Seconds

Accolades

10k+ Downloads

Supported Platforms

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsCloudSuite In-Memory Analytics Popularity Statisticspts/cloudsuite-ma2019.112019.122020.012020.022020.032020.042020.052020.062020.072020.082020.102020.112020.122021.022021.032021.042021.052021.062021.072021.082021.092021.1080160240320400
* 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 26 October 2021.

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 47 public results since 1 November 2019 with the latest data as of 14 June 2021.

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

OpenBenchmarking.orgDistribution Of Public Results47 Results Range From 9316 To 440043 ms93161793126546351614377652391610066962178236868519546610408111269612131112992613854114715615577116438617300118161619023119884620746121607622469123330624192125053625915126776627638128499629361130222631084131945632807133668634530135391636253137114637976138837639699140560641422142283643145144006648121620

Based on OpenBenchmarking.org data, the selected test / test configuration (CloudSuite In-Memory Analytics) has an average run-time of 11 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: 10.77 / Max: 45

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 1.1%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsDeviation246810Min: 0 / Avg: 1.11 / Max: 4

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