Radio access network optimization based on edge device classification

Abstract

A computing device, method, and computer readable media that provide radio access network improvements or optimization. A data port of a computing device receives communication data wirelessly communicated between wireless devices and a node in a telecommunications infrastructure, and receives a batch of operational parameters for the node. A processor in communication with the data port provides the communication data to a trained model configured to classify devices. The processor further obtains, from the trained model when the processor applies the communication data to the trained model, a classification for each of the wireless devices including a device type and a mobility state for each of the wireless devices. The processor further generates, based on the classifications, an adjustment for the batch of operational parameters.