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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.:

US 11277420 B1

PDFFull Text
Date of Patent:
Mar. 15, 2022

Filed:

Feb. 14, 2018

Systems and methods to detect abnormal behavior in networks

Applicant:

Ciena Corporation, Hanover, MD (US);

Inventors:

David Côté, Gatineau, CA;

Merlin Davies, Montréal, CA;

Olivier Simard, Montréal, CA;

Emil Janulewicz, Ottawa, CA;

Thomas Triplet, Manotick, CA;

Assignee:

Ciena Corporation, Hanover, MD (US);

Attorneys:

Clements Bernard Baratta

Lawrence A. Baratta, Jr.

Christopher L. Bernard

Primary Examiner:

Jeremiah L Avery

Int. Cl.
CPC ...
H04L 29/06 (2006.01); H04L 43/045 (2022.01); H04L 41/14 (2022.01); G06F 17/18 (2006.01); G06K 9/62 (2022.01); G06N 20/00 (2019.01); H04L 41/0677 (2022.01); G06F 15/76 (2006.01); G06N 3/08 (2006.01); G06N 5/00 (2006.01); G06N 20/20 (2019.01); G06N 20/10 (2019.01); G06N 3/02 (2006.01); G06N 5/04 (2006.01);
U.S. Cl.
CPC ...
H04L 63/1425 (2013.01); G06F 15/76 (2013.01); G06F 17/18 (2013.01); G06K 9/627 (2013.01); G06K 9/6269 (2013.01); G06N 3/08 (2013.01); G06N 5/003 (2013.01); G06N 20/00 (2019.01); G06N 20/10 (2019.01); G06N 20/20 (2019.01); H04L 41/0677 (2013.01); H04L 41/145 (2013.01); H04L 43/045 (2013.01); H04L 63/1441 (2013.01); G06N 3/02 (2013.01); G06N 5/04 (2013.01);
Abstract

Systems and methods implemented by a computer to detect abnormal behavior in a network include obtaining Performance Monitoring (PM) data including one or more of production PM data, lab PM data, and simulated PM data; determining a model based on machine learning training with the PM data; receiving live PM data from the network; utilizing the live PM data with the model to detect an anomaly in the network; and causing an action to address the anomaly.

Find Patent Forward Citations

Côté, David. (2022). Systems and methods to detect abnormal behavior in networks (U.S. Patent No. 11277420). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11277420

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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