System and method of managing data connections to a communication network using tiered devices and telemetry data

Abstract

An information handling system may include a processor; a memory; the processor to execute computer code of an evolved packet core to initiate a tiered communication network access policy by: detecting the connection of each of a plurality of endpoint devices to a communication network via one of a plurality of access points; and determining if a communication channel among a plurality of communication channels is available on the communication network for each of the endpoint devices based on a tier assigned to each of the endpoint devices; the processor to execute computer code of a telemetry data module to: receive telemetry data descriptive of the use characteristics of the endpoint devices; and execute a communication network machine learning algorithm using the telemetry data to generate a network prediction model; the processor to execute computer code of a reallocation module to: predict network resource use across the communication channels of the communication network based on the network prediction model and, with the reallocation module, reallocate endpoint devices based on the predicted network resource use and tier assigned to the endpoint devices.