A multi-server queue model is proposed for cloudlets to extract system performance parameters. A resource allocation mechanism is proposed for two level mobile cloud computing architecture with an offload mechanism. An Ant Colony-Genetic heuristic algorithm for task assignment in mobile cloud computing is proposed.