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. 13, 2021
Filed:
Feb. 14, 2017
Applicant:
Cisco Technology, Inc., San Jose, CA (US);
Inventors:
Dmitry Goloubew, Waterloo, BE;
Gonzalo Salgueiro, Raleigh, NC (US);
Enzo Fenoglio, Issy-les-Moulineaux, FR;
Hugo Latapie, Long Beach, CA (US);
Andre Surcouf, Saint Leu la Foret, FR;
Assignee:
Cisco Technology, Inc., San Jose, CA (US);
Primary Examiner:
Int. Cl.
CPC ...
H04L 12/825 (2013.01); H04L 12/24 (2006.01); G06N 99/00 (2019.01); G06N 20/00 (2019.01); H04L 12/26 (2006.01); G06N 3/04 (2006.01); G06N 7/00 (2006.01); G06N 3/08 (2006.01); H04L 12/707 (2013.01); H04L 12/803 (2013.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 3/0445 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01); G06N 7/005 (2013.01); H04L 41/142 (2013.01); H04L 41/147 (2013.01); H04L 41/16 (2013.01); H04L 43/04 (2013.01); H04L 41/0631 (2013.01); H04L 45/22 (2013.01); H04L 47/122 (2013.01);
Abstract
In one embodiment, a device in a network receives control plane packet data indicative of control plane packets for a control plane in the network. The device models the control plane using a machine learning model based on the control plane packet data. The device predicts an instability in the control plane using the machine learning model. The device causes performance of a mitigation action based on the predicted instability in the control plane.