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Method and apparatus for optimizing data transfers utilizing machine learning

  • US 10,348,828 B2
  • Filed: 06/20/2016
  • Issued: 07/09/2019
  • Est. Priority Date: 06/20/2016
  • Status: Active Grant
First Claim
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1. A method comprising:

  • receiving at a network device comprising a data transfer optimization module, input identifying a source directory comprising data and a target directory at a storage device;

    splitting said data into a plurality of data groups at the data transfer optimization module for transfer to the storage device;

    transmitting the data groups concurrently to the storage device on data paths wherein completed transfer times of the data groups are monitored at one or more nodes located within one or more of the data paths;

    receiving at the data transfer optimization module, identification of a data group with a longest transfer time; and

    splitting the data group with said longest transfer time at the data transfer optimization module and placing said data from the data group into at least two of the data groups for future transfer to the storage device.

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