CloudSuite Data Analytics

CloudSuite Data Analytics is a Docker-based benchmark and runs a Naive Bayes classifier on a Wikimedia dataset with Hadoop and Mahout.

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

Project Site

github.com

Test Created

1 November 2019

Test Maintainer

Michael Larabel 

Test Type

System

Average Install Time

1 Minute, 46 Seconds

Average Run Time

21 Minutes, 44 Seconds

Accolades

10k+ Downloads

Supported Platforms


Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page Views ***OpenBenchmarking.orgEventsCloudSuite Data Analytics Popularity Statisticspts/cloudsuite-da2019.112019.122020.012020.022020.032020.042020.052020.062020.072020.082020.102020.112020.122021.022021.032021.042021.052021.062021.072021.082021.092021.10120240360480600
* 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 24 October 2021.

Revision History

pts/cloudsuite-da-1.0.0   [View Source]   Fri, 01 Nov 2019 17:55:39 GMT
Initial commit of CloudSuite Data Analytics benchmark.


Performance Metrics

Analyze Test Configuration:

CloudSuite Data Analytics

OpenBenchmarking.org metrics for this test profile configuration based on 98 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 Results98 Results Range From 26553 To 1103311 ms265534808969625911611126971342331557691773051988412203772419132634492849853065213280573495933711293926654142014357374572734788095003455218815434175649535864896080256295616510976726336941697157057372417587777803138018498233858449218664578879939095299310659526019741379956731017209103874510602811081817110335320406080100

Based on OpenBenchmarking.org data, the selected test / test configuration (CloudSuite Data Analytics) has an average run-time of 13 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-Time1224364860Min: 2 / Avg: 12.23 / Max: 60

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 1.2%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsDeviation246810Min: 0 / Avg: 1.25 / Max: 4

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