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From "michael yu (JIRA)" <j...@apache.org>
Subject [jira] [Created] (CHUKWA-680) Pattern recognition of Hadoop generated metrics
Date Mon, 08 Apr 2013 21:01:16 GMT
michael yu created CHUKWA-680:
---------------------------------

             Summary: Pattern recognition of Hadoop generated metrics
                 Key: CHUKWA-680
                 URL: https://issues.apache.org/jira/browse/CHUKWA-680
             Project: Chukwa
          Issue Type: New Feature
          Components: Data Collection
         Environment: IBM InfoSphere BigInsights Enterprise
            Reporter: michael yu
            Priority: Minor


Charles Lin and I are working on our IBM SJSU masters project on "Pattern recognition of Hadoop
generated metrics".

The purpose of the project is to use libsvm to predict the health of the cluster.

The scope of the project includes:
1) gathering large scale data set of metrics for healthy and unhealthy clusters
2) use #1 and libsvm to generate training model
3) periodic collection of metrics and comparing against training model using libsvm to predict
the cluster health
   a) if unhealthy, send email notification to system administrator 

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