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.
Patent No.:
Date of Patent:
Aug. 25, 2026
Filed:
Apr. 12, 2023
International Business Machines Corporation, Armonk, NY (US);
Lior Aronovich, Thornhill, CA;
International Business Machines Corporation, Armonk, NY (US);
Abstract
A computer-implemented method, a computer program product, and a computer system for global vertical auto-scaling for processing units. A computer periodically learns one or more functions, based on resource consumption metrics samples of processing units. A computer uses the one or more functions to obtain a predicted maximal resource consumption value per resource and a predicted minimal resource consumption value per resource for a processing unit. A computer determines a global priority of the processing unit. A computer calculate a prioritized predicted consumption value per resource for the processing unit, based on the global priority, the predicted maximal resource consumption value, and the predicted minimal resource consumption value. A computer uses the prioritized predicted consumption value for vertical auto-scaling of the processing unit by a processing unit management system.