| CPC H04W 16/22 (2013.01) [H04B 17/373 (2015.01); H04W 16/18 (2013.01)] | 20 Claims |
|
1. A method, comprising:
generating, by a computing device, a plurality of prediction models, wherein each separate prediction model is trained to predict downtimes of towers having a shared characteristic that is specific to those towers;
selecting, by the computing device, one or more towers in a cellular network, wherein each of the one or more selected towers have a specific shared characteristic;
selecting, by the computing device, a prediction model from the plurality of prediction models, wherein the selected prediction model is trained to predict downtimes of towers having the specific shared characteristic;
obtaining, by the computing device, current information associated with the one or more selected towers;
generating, by the computing device, a downtime prediction for the one or more selected towers based on the selected prediction model and the current information; and
providing, by the computing device, the downtime prediction for the one or more selected towers to an administrator.
|