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:
Oct. 21, 2025
Filed:
Dec. 14, 2023
International Business Machines Corporation, Armonk, NY (US);
Aladin Djuhera, Dachau, DE;
Alecio Pedro Delazari Binotto, Munich, DE;
Fernando Luiz Koch, Palm Beach Gardens, FL (US);
Rob High, Round Rock, TX (US);
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Abstract
A method, computer system, and a computer program product for executing workloads in a distributed system is provided. The present invention may include: determining a current resource utilization status in a distributed system; inputting, to a second AI model, the current resource utilization status and an in-use split configuration of a first AI model, the second AI model configured for predicting a split configuration for the first AI model; receiving an output from the second AI, the output indicating a current split configuration for the first AI model; splitting the first AI model using the current split configuration; deploying the split first AI model such that the input and output blocks may be executed on first computer systems of the set of first computer systems and such that the intermediate block may be executed on a second computer system of the at least one second computer system; executing the workload.