In one embodiment, a method comprises detecting, by an apparatus, establishment of a stateful application session between a mobile endpoint device and a stateful virtualized application executed by a first virtualization host in a data network, the mobile endpoint device establishing a network connection with the stateful virtualized application via a first wireless connection with a first network access point; generating, by the apparatus, a connection container comprising a connection identifier uniquely identifying the network connection, connection metadata describing the network connection, and application state metadata describing execution of the stateful virtualized application for the mobile endpoint device; and outputting, by the apparatus, the application state metadata for continuous execution of the stateful virtualized application by a second virtualization host associated with a second network access point, based on determining the mobile endpoint device connecting with the second network access point and disconnecting from the first network access point.