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. 09, 2021

Filed:

Sep. 21, 2016
Applicant:

Accenture Global Solutions Limited, Dublin, IE;

Inventors:

Guo Ma, Beijing, CN;

Guanyi Sun, Beijing, CN;

Bin Xie, Beijing, CN;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/50 (2006.01); G06F 9/52 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 9/5027 (2013.01); G06F 9/50 (2013.01); G06F 9/5016 (2013.01); G06F 9/5077 (2013.01); G06F 9/524 (2013.01); G06N 20/00 (2019.01); G06F 9/505 (2013.01); G06F 2209/505 (2013.01);
Abstract

Cloud service based on container technology provides a lightweight, portable, but robust architecture for deploying service applications. Service volume and resource requirement for a typical modern-day application may fluctuate dramatically in time. A dynamic resource allocation scheme based on machine learning algorithms and executed by the cloud for applications deployed as independent containers allows for efficient resource usage and improvement of quality of service for the applications.


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