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:
Sep. 19, 2023

Filed:

Nov. 11, 2020
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Joseph Paul Wigglesworth, Thornhill, CA;

Yar Rouf, Toronto, CA;

Joydeep Mukherjee, Durgapur, IN;

Marin Litoiu, Toronto, CA;

Radu Bogdan Mateescu, Ontario, CA;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/50 (2006.01); H04L 67/10 (2022.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 9/5083 (2013.01); G06N 20/00 (2019.01); H04L 67/10 (2013.01);
Abstract

A cloud configuration, including public and private clouds, is organized hierarchically, with a top level and any number of lower levels. A parent level cloud receives resource workload metrics from respective child level cloud(s), makes predictions, based in part on the metrics, as to future resource needs at the child level. The parent level sets up runtime-modifiable business rules and scaling plans based on the predictions. The parent level cloud sends the scaling plans to respective child level(s). The parent level automatically triggers a scaling plan at a child level, if conditions written into the business rules are satisfied. Resources are scaled upward or downward automatically as needed to maintain optimal resource usage.


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