CPC H04W 16/22 (2013.01) [H04B 17/382 (2015.01); H04B 17/3913 (2015.01); H04L 41/147 (2013.01); H04L 41/16 (2013.01); H04L 47/29 (2013.01); H04W 24/02 (2013.01); H04W 28/0215 (2013.01); H04W 36/0016 (2013.01); H04W 80/06 (2013.01); H04W 84/02 (2013.01); H04W 88/18 (2013.01); H04W 92/02 (2013.01)] | 20 Claims |
1. A device, comprising:
a processing system including a processor; and
a memory that stores executable instructions that, when executed by the processing system, facilitate performance of operations, the operations comprising:
identifying a first communication device operating within a mobile network;
obtaining, in real-time, a first plurality of operating parameters associated with the first communication device, wherein the first plurality of operating parameters comprises a first signal strength and a first operating frequency associated with the first communication device;
applying the first signal strength and the first operating frequency as an input to a model to generate, via the model, a first prediction of a performance of the first communication device;
determining that the first prediction of the performance is inadequate in accordance with a first threshold; and
responsive to the determining that the first prediction of the performance is inadequate in accordance with the first threshold, transmitting a first command to the first communication device to modify the first signal strength and the first operating frequency associated with the first communication device.
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