US Patent Issued to T-Mobile USA on Feb. 3 for "Fault identification and prevention using trained machine learning model and knowledge graph" (North Carolina, Texas, Washington Inventors)

ALEXANDRIA, Va., Feb. 3 -- United States Patent no. 12,541,417, issued on Feb. 3, was assigned to T-Mobile USA Inc. (Bellevue, Wash.).

"Fault identification and prevention using trained machine learning model and knowledge graph" was invented by Sridhar Bethamsetty (Frisco, Texas), Wei Huang (Bellevue, Wash.), Vikas Ranjan (Bellevue, Wash.) and Diglio Antonio Simoni (Raleigh, N.C.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Techniques related to identifying a component causing an issue in a wireless telecommunication network are disclosed. In one example aspect, a method for wireless communication includes creating a knowledge graph representing dependencies among components in the wireless telecommunicat...