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:
Sep. 21, 2021

Filed:

May. 05, 2020
Applicant:

Ciena Corporation, Hanover, MD (US);

Inventors:

Marek Gimza, Peachtree Corners, GA (US);

Aung Htay, Alpharetta, GA (US);

Paul Hudgins, Roswell, GA (US);

Hari Pabbati, Cumming, GA (US);

Assignee:

Ciena Corporation, Hanover, MD (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 15/173 (2006.01); H04L 12/24 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04L 41/14 (2013.01); G06N 20/00 (2019.01); H04L 41/16 (2013.01); H04L 41/22 (2013.01); H04L 41/24 (2013.01);
Abstract

Methods for evaluating a system to determine the status of the system are provided in the present disclosure. In one implementation, a method may be configured to include a step of obtaining one or more visual representations of one or more components of a network system. Responsive to training a Machine Learning (ML) model to evaluate the one or more components of the network system, the method may also include a step of analyzing the one or more visual representations using the ML model for evaluating a status of the one or more components of the network system.


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