Robust and Cost-Effective Design of Cyber-Physical Systems: An Optimal Middleware Deployment Approach PROJECT TITLE :Robust and Cost-Effective Design of Cyber-Physical Systems: An Optimal Middleware Deployment ApproachABSTRACT:Cyber-Physical Systems (CPS) are emerging as the underpinning technology for major industries in this century. Wide-area monitoring and control is a vital ingredient of CPS to make sure reliability and security. Traditionally, a hierarchical system has been used to monitor and control remote devices deployed in a large nation-state. However, a general consensus is that such a hierarchical system can be highly susceptible to element (i.e., nodes and links) failures, calling for a robust and price-effective Communication system for CPS. To this end, we have a tendency to consider a middleware approach to leverage the prevailing commercial Communication infrastructure (e.g., Web and cellular networks) with abundant connectivity. During this approach, a natural question is how to use the middleware to cohesively “glue” the physical system and also the commercial Communication infrastructure along, so as to boost robustness and value-effectiveness. We tend to tackle this problem while taking into thought 2 different cases of middleware deployment: single-stage and multi-stage deployments. We style offline and on-line algorithms for these 2 cases, respectively. We have a tendency to show that the offline algorithm achieves the most effective potential approximation ratio whereas the online algorithm attains the order-optimal competitive ratio. We conjointly demonstrate the performance of our proposed algorithms through simulations. Did you like this research project? To get this research project Guidelines, Training and Code... Click Here facebook twitter google+ linkedin stumble pinterest Distributed Stochastic Optimization via Correlated Scheduling Configuring and Verifying Reverberation Chambers for Testing Cellular Wireless Devices