Profile generation for bandwidth management is provided. A content provider receive a notification regarding a new application or media file. Profile information for the application or media file is determined. Such profile information includes information regarding consumption of bandwidth throughout a time period of usage of the application or media file. The profile may be stored in memory in association with the application or media file. A request is received from a user device regarding access to the application or media file. Access to the requested application or media is provided to the user device; the profile is also provided to the user device for use in evaluating whether bandwidth requirements of the application or media file exceeds an available network bandwidth of a network of the user device.