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:
Apr. 07, 2026
Filed:
Aug. 28, 2023
Prophetstor Data Services, Inc., Taichung, TW;
Wen-Shyen Chen, Taichung City, TW;
Ming-Jye Sheu, Saratoga, CA (US);
Henry Hong-Yi Tzeng, San Jose, CA (US);
Sheng-Lin Wu, Taichung City, TW;
ProphetStor Data Services, Inc., Taichung, TW;
Abstract
The present invention provides a method for optimizing graphics-processing unit (GPU) utilization and a system thereof. The method includes the following steps: receiving an application workload which is to be executed on the GPU; predicting GPU resource requirements for the application workload; scheduling the application workload according to the prediction of the GPU resource requirements; dynamically allocating and deallocating GPU resources based on the prediction of the GPU resource requirements for the application workload; and executing the application workload on the GPU.