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:
Mar. 31, 2020

Filed:

Jul. 12, 2017
Applicant:

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

Inventors:

Chirag Tayal, Fremont, CA (US);

Esha Desai, San Jose, CA (US);

Paddu Krishnan, Fremont, CA (US);

Assignee:

CISCO TECHNOLOGY, INC., San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 12/26 (2006.01); G06F 9/50 (2006.01); H04L 29/08 (2006.01); G06F 9/455 (2018.01); G06N 3/02 (2006.01); H04L 12/46 (2006.01);
U.S. Cl.
CPC ...
H04L 43/04 (2013.01); G06F 9/45533 (2013.01); G06F 9/505 (2013.01); G06N 3/02 (2013.01); H04L 12/4641 (2013.01); H04L 67/101 (2013.01); H04L 67/1008 (2013.01); H04L 67/1012 (2013.01);
Abstract

Disclosed is a method that includes collecting first temporal statistics for a port element in a computing environment, collecting second temporal statistics for a switch element in the computing environment, collecting third temporal statistics for the computing environment generally, computing a spatial correlation between network features and network elements comprising the port element and the switch element and computing, via a machine learning technique, a port dynamic weight for the port element and a switch dynamic weight for the switch element. The method can also include scheduling workload to consume compute resources within the compute environment based at least in part on the port dynamic weight for the port element and the switch dynamic weight for the switch element.


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