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:
Jun. 22, 2021
Filed:
Jun. 08, 2018
Applicant:
Cisco Technology, Inc., San Jose, CA (US);
Inventors:
Pierre Pfister, Angers, FR;
W. Mark Townsley, Paris, FR;
Enzo Fenoglio, Issy-les-Moulineaux, FR;
Hugo Latapie, Long Beach, CA (US);
Yoann Desmouceaux, Paris, FR;
Assignee:
Cisco Technology, Inc., San Jose, CA (US);
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04L 12/803 (2013.01); H04L 12/26 (2006.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); H04L 29/08 (2006.01);
U.S. Cl.
CPC ...
H04L 47/125 (2013.01); G06N 3/0445 (2013.01); G06N 3/08 (2013.01); H04L 43/02 (2013.01); H04L 67/10 (2013.01);
Abstract
In one embodiment, a traffic analysis service obtains traffic characteristics of network traffic associated with a device in a network. The traffic analysis service uses a machine learning model to infer resource usage by the device based on the obtained traffic characteristics of the network traffic associated with the device. The traffic analysis service controls traffic flows in the network based on the inferred resource usage by the device.