Abstract: A network load traffic management component is communicatively coupled to a radio access network (RAN). The network load traffic management component includes a subscriber scoring module and a subscriber scoring database that operates on a server processor and a server memory. The network load traffic management component identifies at least one network event corresponding to a RAN control plane. The network load traffic management component monitors each network event for a session time, in which each session time is associated with each subscriber interacting with the RAN. The network load traffic management component, repeatedly, determines a performance measurement for each network event associated with each session time. The performance measurement for each network event is recorded. A subscriber score is generated based on the performance measurements for each network event. A predictive indicator score is generated based on subscriber scores and behavioral analytics associated with each subscriber.