ALEXANDRIA, Va., March 24 -- United States Patent no. 12,585,501, issued on March 24, was assigned to Bank of America Corp. (Charlotte, N.C.).

"Machine-learning (ML)-based resource utilization prediction and management engine" was invented by Gopal Narayanan (Tamil Nadu, India), Paparayudu Anaparti (Telangana, India), Vishnu Vardhan Sarva (Telangana, India), Sai Karthik Nanduri (Telangana, India) and Saikiran Gunti (Telangana, India).

According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and methods for optimizing resource utilization in a computing system are provided. Methods include compiling training data, running a machine-learning (ML) model using the training data to determine a set of resource paramet...