ALEXANDRIA, Va., Dec. 31 -- United States Patent no. 12,511,187, issued on Dec. 30, was assigned to Citibank N.A. (New York).

"Monitoring emerging faults" was invented by Akhilesh Rai (Maharashtra, India), Dilip Srinivas Krovi (Irving, Texas), Sarthak Saptarshi Bandopadhyay (Irving, Texas), Ravinder Singh Choudhary (Irving, Texas) and Richard Lawton (Irving, Texas).

According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and methods for monitoring emerging faults at a network system are disclosed herein. The system may receive, such as from tool-based monitoring systems, data including measurements and testing results. The system may input an operational metric dataset into a fault detection machine learning mo...