US Patent Issued to Hewlett-Packard Development on Dec. 30 for "Machine learning workload orchestration in heterogeneous clusters" (California Inventors)

ALEXANDRIA, Va., Dec. 31 -- United States Patent no. 12,511,164, issued on Dec. 30, was assigned to Hewlett-Packard Development Co. LP (Spring, Texas).

"Machine learning workload orchestration in heterogeneous clusters" was invented by Christian Makaya (Palo Alto, Calif.), Madhu Athreya (Palo Alto, Calif.) and Carlos Haas Costa (Palo Alto, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and methods are described herein to orchestrate the execution of an application, such as a machine learning or artificial intelligence application, using distributed compute clusters with heterogeneous compute resources. A discovery subsystem may identify the different compute resources of each compute cluster. ...