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:
Jun. 29, 2021

Filed:

Jan. 12, 2018
Applicant:

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

Inventors:

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

Vikram Kumaran, Cary, NC (US);

Abhishek Kumar, Vancouver, CA;

Santosh Ghanshyam Pandey, Fremont, CA (US);

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

Grégory Mermoud, Veyras, CH;

Assignee:

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

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 7/00 (2006.01); H04L 12/24 (2006.01); G06N 20/00 (2019.01); H04L 12/26 (2006.01);
U.S. Cl.
CPC ...
G06N 7/005 (2013.01); G06N 20/00 (2019.01); H04L 41/0659 (2013.01); H04L 41/142 (2013.01); H04L 41/5067 (2013.01); H04L 41/16 (2013.01); H04L 43/0823 (2013.01); H04L 43/0888 (2013.01); H04L 43/16 (2013.01);
Abstract

In one embodiment, a network assurance system that monitors a network labels time periods with positive labels, based on the network assurance system detecting problems in the network during the time periods. The network assurance system assigns tags to discrete portions of a feature space of measurements from the monitored network, based on whether a particular range of values in the feature space has a threshold probability of occurring during a positively-labeled time period. The network assurance system determines a set of the assigned tags that frequently co-occur with the positively-labeled time periods in which problems are detected in the network. The network assurance system causes performance of a mitigation action in the network based on the set of assigned tags that frequently co-occur with the positively-labeled time periods.


Find Patent Forward Citations

Loading…