A tangible, non-transitory, computer-readable media having instructions encoded thereon, the instructions, when executed by a processor of a Centralized Self Organizing Network (C-SON) automation platform, are operable to:
- monitor one or more backhaul utilization performance indicator corresponding to a backhaul infrastructure, wherein the backhaul infrastructure transports data between one or more User Equipment (UE) connected to a small cell and a data network;
- receive subscriber data for at least one User Equipment (UE) and location data for the at least one UE from at least one Network Function (NF);
- map the at least one UE to a network slice of a backhaul service flow between the small cell and the data network based on the subscriber data and the location data including a cell ID of the small cell;
- determine the one or more backhaul utilization performance indicators exceeds a backhaul threshold limit for the backhaul service flow;
- and
- adjust a bandwidth utilization of the backhaul infrastructure based on the one or more backhaul utilization parameters exceeding the backhaul threshold limit.