logo

For the Inventor, By the Inventor

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.:

US 11296938 B1

PDFFull Text
Date of Patent:
Apr. 05, 2022

Filed:

Mar. 22, 2021

Method and system for resource management based on machine learning

Applicant:

Verizon Patent and Licensing Inc., Basking Ridge, NJ (US);

Inventors:

Raghuram Parvataneni, Edison, NJ (US);

Kirk Campbell, Long Valley, NJ (US);

Ravi Sharma, Freehold, NJ (US);

Anil K Guntupalli, Irving, TX (US);

Assignee:

Verizon Patent and Licensing Inc., Basking Ridge, NJ (US);

Attorney:
Primary Examiner:

Yves Dalencourt

Int. Cl.
CPC ...
G06F 15/173 (2006.01); H04L 41/0806 (2022.01); H04L 47/74 (2022.01); H04L 47/78 (2022.01); H04L 43/16 (2022.01); H04L 41/16 (2022.01); G06N 20/00 (2019.01); H04L 41/5041 (2022.01); H04L 43/0876 (2022.01);
U.S. Cl.
CPC ...
H04L 41/0806 (2013.01); G06N 20/00 (2019.01); H04L 41/16 (2013.01); H04L 41/5041 (2013.01); H04L 43/0876 (2013.01); H04L 43/16 (2013.01); H04L 47/745 (2013.01); H04L 47/788 (2013.01);
Abstract

A method, a device, and a non-transitory storage medium are described in which a machine learning-based resource management service is provided. A network device obtains network and end device information, and uses machine learning to determine whether to adjust an auto-scaling rule pertaining to the provisioning of an application service. The network device generates a modified auto-scaling rule based on the analysis.

Find Patent Forward Citations

Parvataneni, Raghuram. (2022). Method and system for resource management based on machine learning (U.S. Patent No. 11296938). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11296938

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

Loading…