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Predictive Analytics for Information Technology Systems

  • US 20130318022A1
  • Filed: 05/09/2013
  • Published: 11/28/2013
  • Est. Priority Date: 05/09/2012
  • Status: Active Grant
First Claim
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1. ) A method for predicting system behavior in an information technology environment in real time, the method comprising:

  • receiving and storing a stream of data representative of plurality of statistical parameters governing the system behavior, for a period of time;

    applying pre-stored rules along with associated threshold values to the plurality of statistical parameters such that a deterministic pattern is obtained of the system behavior;

    constructing a statistical model based on the deterministic pattern obtained from the statistical parameters of the stream of data received and stored over the period of time;

    iteratively analyzing the plurality of statistical parameters for detecting any deviation from the deterministic pattern of the system behavior;

    in response to the detecting of any deviation, dynamically updating the pre-stored rules, the associated threshold values and the statistical model; and

    predicting the system behavior based upon the dynamically updated rules, the threshold values and the statistical model.

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