Methods, devices, and non-transitory storage mediums provide a program handoff between user devices. The program handoff permits a user to select a user device with which to resume a playing of the program. The program handoff also permits a user to set a reminder for playing the program. Methods, devices, and non-transitory storage mediums provide for an application layer-based network offloading of programs. A program is buffered based on a network offloading time and the program is played from a buffer during an execution of a network offload. Network offload prediction is used to minimize network offload time and buffering.