A system may receive user device information that includes a location associated with the user device and an identifier of a base station associated with the location and receives load information associated with the base station. The system may determine, based on the user device information and the load information, whether congestion is predicted and perform traffic throttling in response to determining the congestion is predicted. A schedule for adjusting the traffic throttling is determined and the traffic throttling is adjusted based on the schedule.