ALEXANDRIA, Va., Aug. 5 -- United States Patent no. 12,699,609, issued on Aug. 4, was assigned to T-Mobile USA Inc. (Bellevue, Wash.).

"Predicting and reducing hardware related outages" was invented by Karey Krupa Satya Prakash (Renton, Wash.) and Anand Samuel Injeti (Frisco, Texas).

According to the abstract* released by the U.S. Patent & Trademark Office: "Disclosed here is a system to automatically predict and reduce hardware related outages. The system can obtain a performance indicator associated with a wireless telecommunication network including a system performance indicator or an application log, along with a machine learning model trained to predict and resolve a hardware error based on the performance indicator. The machine lea...