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| author |   Alassane Samba <alassane.samba@orange.com> | 2017-03-29 16:19:15 +0200 |
|---|---|---|
| committer | Alassane Samba <alassane.samba@orange.com> | 2017-03-29 14:46:47 +0000 |
| commit | 80b0ba4a8d41adee65adf73bebed4bbef3c065c3 (patch) | |
| tree | 1359a36885c5dd62e0f4f63a90cbdf406cde4f28 /contrib/TOM/README | |
| parent | 1bcbfb8a99e0a42bb6d5b87ade3ec15fcddc4bf7 (diff) | |
init TOM: machine learning on test results
Change-Id: Ic66214e53d694bef9d4fac08a2ededa1f3ae4f82
Signed-off-by: Alassane Samba <alassane.samba@orange.com>
Diffstat (limited to 'contrib/TOM/README')
| -rw-r--r-- | contrib/TOM/README | 27 |
1 files changed, 25 insertions, 2 deletions
diff --git a/contrib/TOM/README b/contrib/TOM/README index 706573ce..c7581233 100644 --- a/contrib/TOM/README +++ b/contrib/TOM/README @@ -1,4 +1,27 @@ -https://wiki.opnfv.org/display/testing/R+post-processing+of+the+Yardstick+results - +# TOM: Machine Learning-Based Test Results Analysis This folder is created for TOM, a performance dataset processing tool, by Alassane Samba <alassane.samba@orange.com> +see https://wiki.opnfv.org/display/testing/R+post-processing+of+the+Yardstick+results + +## deploy the TOM API server +Rscript tomRun.R + +## load file +curl <your_local_ip>:8000/read?file=~/TOM/examples/test_opnfv_yardstick_tc012.csv + +## analyze +curl <your_local_ip>:8000/analyze?input=deploy_scenario:version:pod_name:runner_id&output=bandwidth.MBps. + +## view bivariate correlation between the inputs and the output +curl <your_local_ip>:8000/correlation + +## view the analysis results in terms of output explaination rate obtained by combining inputs +curl <your_local_ip>:8000/explain + +## view the corresponding graphic +curl <your_local_ip>:8000/explainGraph > explainGraph.png + +## compare different PODs (boxplots) +curl <your_local_ip>:8000/comparGraph?input=pod_name&output=bandwidth.MBps.&limit=10 > comparGraph.png +## compare different configurations described by pod_name and deploy_scenario (boxplots) +curl <your_local_ip>:8000/comparGraph?input=pod_name:deploy_scenario&output=bandwidth.MBps.&limit=20 > comparGraph2.png |