A method, a device, and a non-transitory storage medium provide for provisioning network resources of multi-access edge computing (MEC) networks in support of an application service session for an end device; assigning an IP address to the end device for use in a first coverage area served by a first MEC network of the MEC networks; receiving, by a first application function (AF) device at the first MEC network, a session mobility notification for the end device with respect to the first coverage area and a second coverage area served by a second MEC network of the MEC networks; setting, responsive to the session mobility notification, an allotted time for relocating the application service session from the first MEC network to the second MEC network; and transferring, during the allotted time, application context corresponding to the relocated application service session to a second AF device at the second MEC network.