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. 28, 2025

Filed:

Nov. 03, 2020
Applicant:

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

Inventors:

Jin Xiao, White Plains, NY (US);

Anup Kalia, White Plains, NY (US);

Raghav Batta, Ossining, NY (US);

Hongtan Sun, Armonk, NY (US);

Maja Vukovic, New York, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/455 (2018.01); G06F 3/06 (2006.01); G06F 8/65 (2018.01); G06F 9/50 (2006.01); G06N 5/022 (2023.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01); G06F 9/451 (2018.01); G06Q 10/10 (2023.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 3/0604 (2013.01); G06F 8/65 (2013.01); G06F 9/455 (2013.01); G06F 9/45533 (2013.01); G06F 9/45558 (2013.01); G06F 9/50 (2013.01); G06N 5/022 (2013.01); G06F 9/453 (2018.02); G06F 2009/4557 (2013.01); G06N 5/04 (2013.01); G06Q 10/10 (2013.01);
Abstract

Technology for applying artificial intelligence to decide when to, and/or when not to, send a consumer of a computer system a communication recommending that the computer system be revised to include a more recent version of at least one of the following: a hardware component (for example, microprocessor(s)) and/or a software component (for example, an updated version of an app). The computer system, that is subject to modernization, may be owned outright by the consumer, or it may be purchased as a service (for example, infrastructure as a service, software as a service, package of cloud services). Some embodiments focus on modernization recommendations specifically tailored to cloud orchestration software that deploys containers.


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