A method is provided in one example embodiment and includes maintaining geographical information for a plurality of WiFi access points; and managing radio resources for a user equipment (UE) at a network element using the geographical information for the plurality of WiFi access points. In certain vitamins, the managing includes: verifying a cellular network type for the UE; preferentially admitting the UE if the UE is in a particular zone; verifying if the UE belongs to a first group associated with high data consumption; and verifying if a device associated with the UE belongs to a second group associated with high data consumption.