michael yu created CHUKWA-680:
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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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