Radio access network optimization based on edge device classification

A method comprising:

• receiving communication data wirelessly communicated between wireless devices and a node in a telecommunications infrastructure;
• receiving a batch of operational parameters for the node;
• providing, by a processor, the communication data to a trained model configured to classify devices;
• obtaining, 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 for each of the wireless devices;
• and
• generating, based on the classifications, an adjustment for the batch of operational parameters.

A non-transitory machine-readable storage medium having stored thereon machine-readable instructions that, when executed by a processor, cause the processor to:

• receive communication data wirelessly communicated between wireless devices and a node in a telecommunications infrastructure;
• receive a batch of operational parameters for the node;
• provide the communication data to a trained model configured to classify devices;
• obtain, from the trained model when the communication data is applied to the trained model, a classification for each of the wireless devices including a device type for each of the wireless devices;
• and
• generate, based on the classifications, an adjustment for the batch of operational parameters.