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.
Patent No.:
Date of Patent:
Apr. 16, 2024
Filed:
Sep. 09, 2021
Applicant:
Ciena Corporation, Hanover, MD (US);
Inventors:
Emil Janulewicz, Nepean, CA;
David Côté, Gatineau, CA;
Gauravdeep Singh Shami, Ottawa, CA;
Olivier Simard, Montréal, CA;
Thomas Triplet, Manotick, CA;
Assignee:
Ciena Corporation, Hanover, MD (US);
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); H04L 45/00 (2022.01); H04L 45/02 (2022.01); H04L 45/12 (2022.01); H04L 45/121 (2022.01); H04L 45/125 (2022.01); H04W 24/02 (2009.01); H04W 24/08 (2009.01); H04W 84/04 (2009.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); H04L 45/08 (2013.01); H04L 45/121 (2013.01); H04L 45/124 (2013.01); H04L 45/125 (2013.01); H04L 45/70 (2013.01); H04W 24/02 (2013.01); H04W 24/08 (2013.01); H04W 84/042 (2013.01);
Abstract
Systems and methods include steps of determining a state of a network based on telemetry data; determining a value of a reward associated with the state; determining an action to take on the network to bring the network to a next state that is expected to have a better than or equal to value of the reward; and causing the action to be implemented in the network. The steps can also include continuing the determining steps and the causing step.