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Methods, devices and systems for managing network video traffic

  • US 10,410,133 B2
  • Filed: 03/22/2017
  • Issued: 09/10/2019
  • Est. Priority Date: 03/22/2017
  • Status: Active Grant
First Claim
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1. A device, comprising:

  • a processing system including a processor; and

    a memory that stores executable instructions that, when executed by the processing system, facilitate performance of operations, comprising;

    receiving training data comprising a plurality of historical states for each of a plurality of network resources of a communication network;

    generating a first Riemannian geometry of the communication network according to the plurality of historical states for each of the plurality of network resources, wherein each of the plurality of network resources is one of a vertex or an edge within the first Riemannian geometry;

    determining a first plurality of paths along the first Riemannian geometry, wherein each path in the first plurality of paths comprises at least one of the plurality of network resources;

    determining a velocity vector of each path of the first plurality of paths according to at least one state of the plurality of historical states;

    identifying a first group of velocity vectors that generate a first sub-geometry within the first Riemannian geometry; and

    provisioning a first portion of the plurality of network resources according to the first group of velocity vectors and the first sub-geometry.

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