A method, a device, and a non-transitory storage medium are described in which a mobile edge network-based intelligent routing service is provided. The intelligent routing service includes using default network devices to initially provide application services to end devices. The intelligent routing service further includes selecting and migrating the application services to a multi-layered mobile edge computing network when performance metrics associated with the application services are not satisfied. The intelligent routing service may determine whether performance metrics are satisfied based on performance metric information obtained from the serving nodes and the end devices.