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:
Jul. 19, 2022

Filed:

Aug. 26, 2019
Applicant:

Accenture Global Solutions Limited, Dublin, IE;

Inventors:

Vijay Desai, San Diego, CA (US);

Kun Qiu, San Diego, CA (US);

Suraj Thulkar, Nagpur, IN;

Laser Seymour Kaplan, San Diego, CA (US);

Daniel Marcus Lombardo, San Diego, CA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2006.01); G06N 20/00 (2019.01); G06Q 10/06 (2012.01); H04L 47/76 (2022.01); H04L 41/147 (2022.01); H04L 67/303 (2022.01); H04L 67/10 (2022.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06Q 10/06315 (2013.01); H04L 41/147 (2013.01); H04L 47/76 (2013.01); H04L 67/10 (2013.01); H04L 67/303 (2013.01);
Abstract

A device may receive historical cloud data associated with resources of a cloud computing environment, and may receive historical customer data associated with requested resource usage by customers of the cloud computing environment. The device may determine a usage growth profile based on the historical cloud data and the historical customer data, and may determine, based on the historical cloud data and the historical customer data, usage deviation data indicating deviations between actual and planned resource usage. The device may train a model, with the usage growth profile and the usage deviation data, to generate a trained model, and may receive a request for new resource usage by a customer associated with the cloud computing environment. The device may process the request for the new resource usage, with the trained model, to generate projected resource usage data, and may perform actions based on the projected resource usage data.


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