A system is configured to receive a request to establish a session with a set top box device executing an application; obtaining a profile that identifies usage patterns of resources associated with the device; obtain another profile that identifies a first quantity of the resources to be used by the application; identify a second quantity of the resources to be allocated for executing the application based on the profile and other profile; receive information that identifies a third quantity of the resources used, by the application, during the session; transmit a notification indicating that a condition is associated with the application when the third quantity of the resources is greater than the second quantity of the resources; and transmit another notification indicating that a condition is not associated with the application when the third quantity of the resources is not greater than the second quantity of the resources.