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Predicting Network Performance

  • US 20170034720A1
  • Filed: 07/28/2015
  • Published: 02/02/2017
  • Est. Priority Date: 07/28/2015
  • Status: Abandoned Application
First Claim
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1. A method comprising:

  • receiving, by operation of a processing apparatus, a plurality of sets of data points of a plurality of network elements, each of the plurality of sets of data points corresponding to a respective network element of the plurality of network elements, the set of data points comprising performance counter values and a performance indicator of the respective network element;

    determining, by operation of the processing apparatus, a global model representing a global relationship pattern between the performance indicator and the performance counter values based on the plurality of sets of data points of the plurality of network elements;

    for each network element of the plurality of network elements, determining, by operation of the processing apparatus, one or more residual features, the one or more residual features based on error measures between the global model and the set of data points comprising the performance indicator and the performance counter values of the network element; and

    clustering, by operation of the processing apparatus, the plurality of network elements into a plurality of clusters based on the determined one or more residual features of the plurality of network elements.

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