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METHODS AND SYSTEMS FOR MAKING EFFECTIVE USE OF SYSTEM RESOURCES

  • US 20150235144A1
  • Filed: 05/04/2015
  • Published: 08/20/2015
  • Est. Priority Date: 12/10/2010
  • Status: Active Grant
First Claim
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1. A method comprising:

  • receiving a plurality of requests for access to a resource with a training module of a database system provided by one or more computing devices, each request having an associated group of features to be mapped to classes in a database environment;

    generating a statistical model with the training module for each database instance within the database environment;

    predicting an execution time and a number of rows for a subsequent request based on the statistical model; and

    allocating resources in the database environment to service the subsequent request based on the predicted execution time and number of rows.

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