×

Method and system for the dynamic allocation of resources based on fairness, throughput, and user behavior measurement

  • US 8,909,567 B2
  • Filed: 02/20/2012
  • Issued: 12/09/2014
  • Est. Priority Date: 02/20/2012
  • Status: Expired due to Fees
First Claim
Patent Images

1. A method for dynamically allocating resources in a process, said method comprising:

  • estimating a fairness coefficient and a throughput coefficient that respectively represent a significance of a fairness and a throughput utilizing a reinforcement learning algorithm in order to thereafter vary a degree of said fairness coefficient and said throughput coefficient while allocating a resource;

    computing a user behavior coefficient with respect to a user to determine a degree of cooperativeness of said user with a plurality of other users and updating said user behavior coefficient thereof in order to dynamically allocate said resource in a process with a high user satisfaction and a retention rate;

    implementing an exploration and exploitation as a function of a temperature parameter by said reinforcement learning algorithm; and

    determining an optimal value of said fairness coefficient and said throughput coefficient for successive iterations utilizing a probability function based on a selection index and said temperature parameter.

View all claims
  • 1 Assignment
Timeline View
Assignment View
    ×
    ×