OPERATION PREDICTIONS IN WIRELESS COMMUNICATION NETWORKS

Abstract

A method of managing a wireless communication network includes obtaining data regarding performance of a cell of the wireless communication network, and generating, based on the obtained data, predictions of values of a plurality of key performance indicators (KPIs) of the cell of the wireless communication network that are correlated with uplink (UL) throughput. The method includes generating a prediction that the cell will experience degraded UL throughput at a future time based on the predicted values of the KPIs, and determining, from among the plurality of KPIs, a set of candidate root cause KPIs associated with the predicted degraded UL throughput. The method further includes selecting an actuation based on the determined set of candidate KPIs, and applying the actuation to the wireless communication network.

CPC Classifications