[jira] [Updated] (AMBARI-21105) AMS: Anomaly Detection for specific metrics

["Aravindan Vijayan (JIRA)" <ji...@apache.org>]

     [ https://issues.apache.org/jira/browse/AMBARI-21105?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Aravindan Vijayan updated AMBARI-21105:
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    Attachment: AnomalyDetection-DesignDocument.pdf

> 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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