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:
Sep. 22, 2020
Filed:
Dec. 09, 2016
Applicant:
Cisco Technology, Inc., San Jose, CA (US);
Inventors:
Joseph T. Friel, Ardmore, PA (US);
Andre Surcouf, Saint-Leu-la-Foret, FR;
Hugo Mike Latapie, Long Beach, CA (US);
Enzo Fenoglio, Issy-les-Moulineaux, FR;
Pascal Thubert, La-Colle-sur-Loup, FR;
Assignee:
Cisco Technology, Inc., San Jose, CA (US);
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06N 3/04 (2006.01); G06N 3/02 (2006.01); G06F 9/46 (2006.01);
U.S. Cl.
CPC ...
G06N 3/084 (2013.01); G06F 9/46 (2013.01); G06N 3/02 (2013.01); G06N 3/0445 (2013.01); G06N 3/08 (2013.01); G06N 3/0454 (2013.01);
Abstract
In one embodiment, a method includes training a deep neural network using a first set of network characteristics corresponding to a first time and a second set of network characteristics corresponding to a second time, generating, using the deep neural network, a predictive set of network characteristics corresponding to a future time, and assigning a task of a distributed application to a processing unit based on the predictive set of network characteristics.