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https://issues.apache.org/jira/browse/AMBARI-21105?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16035389#comment-16035389
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Aravindan Vijayan commented on AMBARI-21105:
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Attached the design document which explains the methods being used in the
anomaly detection, its overall working and how it will fit into the AMS and
Ambari ecosystem.
> AMS: Anomaly Detection for specific metrics
> -------------------------------------------
>
> Key: AMBARI-21105
> URL: https://issues.apache.org/jira/browse/AMBARI-21105
> Project: Ambari
> Issue Type: Epic
> Components: ambari-metrics
> Affects Versions: 2.0.0
> Reporter: Siddharth Wagle
> Assignee: Siddharth Wagle
> Fix For: 3.0.0
>
> Attachments: AnomalyDetection-DesignDocument.pdf
>
>
> Metrics is one of the areas where we show the user a large amount of
> information, but it takes a lot of knowledge and understanding to make sense
> of what's good and bad about a metric value. Having the ability to detect
> anomalies in metrics will help set the stage for us to show to users only
> those metrics where we have concerns and we've decided that the change in
> metric values requires some attention.
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