Techniques for determining appropriate locations to update mobile device software to prevent initiation of unwanted software updates are provided. An example method includes identifying one or more wireless access points within wireless connection range of a mobile device, determining whether a wireless access point of the one or more identified wireless access points is included in a list of preferred wireless access points, the list generated with consideration to previous software updates performed via the preferred wireless access points and durations of network connectivity during the previous software updates, scheduling one or more software updates using the wireless access point, when the wireless access point is included in the list of preferred wireless access points, and performing the scheduled software updates upon connection to the wireless access point.