Authors propose a cellular automat based network communication system for allocating resource to user based on user requirement analysis and resource health analysis. Software-as-a-service and platform-as-a-service have been used in proposed cellular automata based system for reducing extra software and hardware expenses. Proposed system contains resource category wise user inputs for analyzing various categorical resource efficiency factors, respectively. In proposed framework, a network information interchange is observed between cellular automat based controller and cloud environment to prepare a list of efficient resource using linear mapping. A network communication between user module and cellular automat based controller is required for analyzing user requirements based on predefined dataset. State transition mapping has been applied in resource allocation mechanism for categorizing predefined resource information & user requirements, to measure resource health & resource eligibility using cellular automata. Data communication time and data communication speed are being realized based on different data sizes in real time basis. Several experiments are being executed in proposed system for realizing resource efficiency over the cloud. In proposed research, linear time complexity has been achieved due to usage of cellular automata. Comparative analysis between existing systems and proposed framework is established based on experimental results. Overall linearity is observed in controller layer of proposed framework.