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:
Feb. 24, 2026

Filed:

Jan. 17, 2023
Applicant:

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

Inventors:

Alexei Karve, Mohegan Lake, NY (US);

Maroun Touma, Redding, CT (US);

Kugamoorthy Gajananan, Toshima-ku, JP;

Sekou Lionel Remy, Nairobi, KE;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/50 (2006.01); G06N 5/00 (2023.01);
U.S. Cl.
CPC ...
G06F 9/505 (2013.01); G06F 9/5083 (2013.01); G06F 9/5072 (2013.01); G06F 2209/5013 (2013.01); G06F 2209/5019 (2013.01); G06F 2209/5022 (2013.01); G06N 5/00 (2013.01);
Abstract

Methods, systems and computer program products for workload summarization and congestion avoidance are provided. Aspects include generating a workload summary associated with the workload request responsive to receiving a workload request. Aspects also include detecting potential congestion associated with the workload request by predicting resource usage based on the workload summary and a knowledge base model. Aspects further include performing an action to avoid the potential congestion, the action comprising holding off the workload request for at least a predetermined duration.


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