1. A method, comprising: receiving, by a system comprising a processor, network activity data relating to a network device; analyzing, by the system, cross-layer interaction related to a radio resource control layer of an application executed by the network device; in response to the analyzing, determining, by the system, a communication burst is represented in the network activity data; and in response to the determining the communication burst is represented in the network activity data, profiling, by the system, the application executed by the network device.