Chukwa
  1. Chukwa
  2. CHUKWA-680

Pattern recognition of Hadoop generated metrics

    Details

    • Type: New Feature New Feature
    • Status: Open
    • Priority: Minor Minor
    • Resolution: Unresolved
    • Affects Version/s: None
    • Fix Version/s: None
    • Component/s: Data Collection
    • Labels:
    • Environment:

      IBM InfoSphere BigInsights Enterprise

      Description

      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

        Activity

          People

          • Assignee:
            michael yu
            Reporter:
            michael yu
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            Dates

            • Created:
              Updated:

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