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:
Jul. 29, 2025

Filed:

May. 24, 2021
Applicant:

Cisco Technology, Inc., San Jose, CA (US);

Inventors:

Jean-Philippe Vasseur, Saint Martin d'Uriage, FR;

Vinay Kumar Kolar, San Jose, CA (US);

Grégory Mermoud, Venthône, CH;

Pierre-André Savalle, Rueil-Malmaison, FR;

Assignee:

Cisco Technology, Inc., San Jose, CA (US);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04L 45/02 (2022.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01); H04L 41/14 (2022.01); H04L 41/147 (2022.01);
U.S. Cl.
CPC ...
H04L 45/08 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); H04L 41/145 (2013.01); H04L 41/147 (2013.01);
Abstract

In one embodiment, a device obtains data regarding routing decisions made by a machine learning-based predictive routing engine for a network. The device determines, based on the data regarding the routing decisions, a behavior of the machine learning-based predictive routing engine. The device compares the behavior of the machine learning-based predictive routing engine to a behavioral policy for the machine learning-based predictive routing engine. The device adjusts operation of the machine learning-based predictive routing engine, when the behavior of the machine learning-based predictive routing engine violates the behavioral policy.


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