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:
Oct. 26, 2021

Filed:

Oct. 30, 2018
Applicant:

Red Hat, Inc., Raleigh, NC (US);

Inventor:

Juana Nakfour, Hawthorn Woods, IL (US);

Assignee:

Red Hat, Inc., Raleigh, NC (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 12/24 (2006.01); H04L 12/911 (2013.01); H04L 29/08 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04L 47/70 (2013.01); G06N 20/00 (2019.01); H04L 67/1097 (2013.01);
Abstract

A processing device can make use of an Artificial Intelligence (AI) model to make projections about resource usage based on data from external sources. The processing device can then adjust cloud-based resources accordingly. The cluster resource allocation can be adjusted as examples, by increasing, decreasing, or maintaining a number of nodes allocated to a cluster, by increasing, decreasing, or maintaining the number of pods assigned to an application or a container running in a cluster, or by increasing, decreasing, or maintaining central processing unit (CPU) resource, memory, disk storage, or a replication factor assigned to a pod.


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