18370757. WIRELESS COMMUNICATION SYSTEMS FOR IDENTIFYING FAULTS (DISH Wireless L.L.C.)

WIRELESS COMMUNICATION SYSTEMS FOR IDENTIFYING FAULTS

Organization Name

DISH Wireless L.L.C.

Inventor(s)

Sumugam Balachandran of Frisco TX US

WIRELESS COMMUNICATION SYSTEMS FOR IDENTIFYING FAULTS

This abstract first appeared for US patent application 18370757 titled 'WIRELESS COMMUNICATION SYSTEMS FOR IDENTIFYING FAULTS

Original Abstract Submitted

A method for automatically identifying a fault condition in a wireless network can include receiving, at a trained machine-learning model from multiple subsystems of the wireless network, information associated with multiple alerts triggered across the multiple subsystems, each of the multiple alerts being indicative of a corresponding potential fault condition in one of the multiple subsystems, identifying, by the machine-learning model, a subset of alerts of the multiple alerts, where the subset of alerts represents a set of one or more root fault conditions associated with the multiple alerts triggered across the multiple subsystems, and identifying, by the machine-learning model, one or more remediating actions configured to address the one or more root fault conditions in at least one corresponding subsystem of the multiple subsystems. The machine-learning model is trained using training data that identifies correlation between alerts generated in the multiple subsystems.