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CLUSTERING PROCESS FOR SOFTWARE SERVER FAILURE PREDICTION

  • US 20090132864A1
  • Filed: 01/26/2009
  • Published: 05/21/2009
  • Est. Priority Date: 10/28/2005
  • Status: Active Grant
First Claim
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1. A computer-implemented method for predicting failure of a server, comprising:

  • collecting real time server parameters of the server;

    applying the real time server parameters to at least one cluster profile retrieved from a computer readable storage medium, wherein the cluster profile comprises;

    one or more server parameters;

    one or more clustering parameters; and

    a weight associated with each server parameter,wherein the server parameters, the clustering parameters, and the weight associated with each server parameter are selected on the basis of historical pre-fault clustering of the server parameters; and

    executing a monitoring application on a computer processor to determine a probability of failure of the server based on a relationship between the real time server parameters and the one or more cluster profiles.

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