A system and method for selecting, via a processor, a future time interval of operation and to determine a plurality of predicted future information handling system locations, determining a predominant wireless service for a future time interval of operation from a spatial-temporal user profile, and determining quality of service (QoS) requirements during the selected future time interval for the predominant wireless service at the plurality of predicted future information handling system locations, wherein the spatial-temporal user profile comprises historical wireless service type profiles for a plurality of locations where the information handling system has operated.