The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Nov. 26, 2024

Filed:

Apr. 28, 2020
Applicant:

Telefonaktiebolaget Lm Ericsson (Publ), Stockholm, SE;

Inventors:

Carlota Villasante Marcos, Madrid, ES;

Marc Molla, Madrid, ES;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 41/16 (2022.01); G06N 3/02 (2006.01); H04W 40/12 (2009.01); H04W 40/24 (2009.01); H04W 84/18 (2009.01);
U.S. Cl.
CPC ...
H04W 40/248 (2013.01); G06N 3/02 (2013.01); H04L 41/16 (2013.01); H04W 40/12 (2013.01); H04W 84/18 (2013.01);
Abstract

A data traffic routing method and apparatus for controlling data traffic in a communication network, the method comprising: receiving, at a first agent from a User Plane Function, communication network status information; calculating, by the first agent, data traffic routing instructions using a current routing model; sending by the first agent: the data traffic routing instructions to the User Plane Function; and experience information to a second agent; storing, at the second agent, the experience information; determining, at the second agent, if the number of instances of stored experience information exceeds a predetermined threshold; and if it is determined that the number of instances of stored experience information exceeds a predetermined threshold: training a neural network using the instances of stored experience information; and updating the current routing model using results of the neural network training.


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