US Patent Issued to ProphetStor Data Services on Sept. 9 for "Method for optimizing resource allocation based on prediction with reinforcement learning" (American, Taiwanese Inventors)

ALEXANDRIA, Va., Sept. 10 -- United States Patent no. 12,411,713, issued on Sept. 9, was assigned to ProphetStor Data Services Inc. (Taichung, Taiwan).

"Method for optimizing resource allocation based on prediction with reinforcement learning" was invented by Wen-Shyen Chen (Taichung, Taiwan), Ming-Jye Sheu (Saratoga, Calif.) and Henry H. Tzeng (San Jose, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A method for optimizing resource allocation based on prediction with reinforcement learning includes the steps of: a) providing a prediction on the number of units of the resource for a workload in more than N timepoints after a 0-th timepoint to the processor; b) calculating at least one 0-th possible o...