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:
Sep. 22, 2026
Filed:
Dec. 11, 2023
International Business Machines Corporation, Armonk, NY (US);
Xin Xin Dong, Beijing, CN;
Mai Zeng, Shi Jing Shan, CN;
Ming Qiao Shang Guan, Haidian District, CN;
Wei Song, Beijing, CN;
Peng Hui Jiang, Beijing, CN;
Wen Zhong Liu, Haidian District, CN;
International Business Machines Corporation, Armonk, NY (US);
Abstract
A computer-implemented method for receiving, by a processor set, a workload for processing. The processor set may further collect historical data and real-time data related to processing the received workload and generate a feature map by investigating the received workload, the historical data, and the real-time data. The processor set may further divide the workload into workload steps and assign each workload step to one of a plurality of groups. System resources may also be calculated for each of the workload steps. The processor set trains a machine learning model to determine influence factors for each of the plurality of groups, and then, the processor set reallocates the workload steps based on the calculated system resources and the influence factors.