A device may receive a request for a particular service from a user device. The device may determine a priority class associated with the service. The device may determine, based on the priority class, quality of service requirements associated with providing the service. The device may determine, based on the quality of service requirements, one or more cloud resources for providing the service to a user of the user device. The device may allocate the one or more cloud resources to provide the service to the user.