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:
Jan. 21, 2025

Filed:

Mar. 03, 2023
Applicant:

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

Inventors:

Martin Hickey, Cork, IE;

Eugene Michael Maximilien, San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 8/61 (2018.01); G06F 8/71 (2018.01);
U.S. Cl.
CPC ...
G06F 8/61 (2013.01); G06F 8/71 (2013.01);
Abstract

Computer technology for optimizing operator configuration for deployment of an application in a container orchestration cluster. The computer technology includes machine logic for performing the following operations: collecting historical data for deployment data including operator configurations, cluster configurations, and behavior data. The method models the deployment data using embedded matrix models; and applies collaborative filtering to process the modeled data to map user requirements for a target deployment to deployment configurations of previous successful deployments; to output one or more predicted deployment configurations as a reference for the target deployment.


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