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.
* 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.
Revision History
pts/cloudsuite-ma-1.1.0 [View Source] Sat, 04 Feb 2023 11:55:22 GMT Update against CloudSuite 4.0 upstream state.
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 4.0
Training Set Size: Small
OpenBenchmarking.org metrics for this test profile configuration based on 65 public results since 4 February 2023 with the latest data as of 26 April 2023.
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.
Based on OpenBenchmarking.org data, the selected test / test configuration (CloudSuite In-Memory Analytics 4.0 - Training Set Size: Small) has an average run-time of 5 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.
Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.3%.
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.