A network device receives parameters associated with a usage profile of at least one Internet of Things (IoT) device, where the usage profile specifies a data usage pattern associated with the at least one IoT device transmitting or receiving data via a wireless network. The network device generates a device behavior profile based on the parameters associated with the usage profile, and causes the device behavior profile and an application to be sent to the at least one IoT device, where the application controls the at least one IoT device's transmission or reception via the wireless network using the device behavior profile.