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Predictive network system and method

  • US 10,187,327 B2
  • Filed: 06/09/2017
  • Issued: 01/22/2019
  • Est. Priority Date: 09/28/2010
  • Status: Active Grant
First Claim
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1. A computerized method performed by a network server comprising:

  • collecting from a mobile device connected to a network a plurality of network content requests;

    comparing the plurality of requests against a statistical model to predict future network content requests from the mobile device, the statistical model based at least in part on network content requests from a plurality of mobile devices;

    generating, from the comparison of requests against the statistical model, a list of anticipated network content requests from the mobile device, the list of anticipated network content requests comprising a first data source and a second data source; and

    serving, to the mobile device, network content responsive to one or more of the anticipated network content requests from a source selected from a group consisting of the first data source, the second data source, and a combination thereof, wherein the serving occurs based on, in part, a comparison between a network supply and a network demand to ensure an optimal utilization of available network bandwidth, and wherein the network content is configured to be stored in a local memory at the mobile device, thereby being available for display on the mobile device upon a user'"'"'s request.

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