ALEXANDRIA, Va., June 4 -- United States Patent no. 12,321,781, issued on June 3, was assigned to Google LLC (Mountain View, Calif.).
"Task scheduling for machine-learning workloads" was invented by Jue Wang (Redmond, Wash.) and Hui Huang (Palo Alto, Calif.).
According to the abstract* released by the U.S. Patent & Trademark Office: "Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, are described for scheduling tasks of ML workloads. A system receives requests to perform the workloads and determines, based on the requests, resource requirements to perform the workloads. The system includes multiple hosts and each host includes multiple accelerators. The system determines a quantity of hosts...