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| Content Provider | ACM Digital Library |
|---|---|
| Author | Zhang, Junshan He, Shibo Shin, Dong-Hoon |
| Copyright Year | 2016 |
| Description | Author Affiliation: Arizona State University(Zhejiang university, Hangzhou, China (Zhang, Junshan; He, Shibo); Shin, Dong-Hoon) |
| Abstract | Cyber-Physical Systems (CPS) are emerging as the underpinning technology for major industries in this century. Wide-area monitoring and control is an essential ingredient of CPS to ensure reliability and security. Traditionally, a hierarchical system has been used to monitor and control remote devices deployed in a large geographical region. However, a general consensus is that such a hierarchical system can be highly vulnerable to component (i.e., nodes and links) failures, calling for a $\textit{robust}$ and $\textit{cost-effective}$ communication system for CPS. To this end, we consider a $\textit{middleware}$ approach to leverage the existing commercial communication infrastructure (e.g., Internet and cellular networks) with abundant connectivity. In this approach, a natural question is how to use the middleware to cohesively "glue" the physical system and the commercial communication infrastructure together, in order to enhance robustness and cost-effectiveness. We tackle this problem while taking into consideration two different cases of middleware deployment: single-stage and multi-stage deployments. We design $\textit{offline}$ and $\textit{online}$ algorithms for these two cases, respectively. We show that the offline algorithm achieves the $\textit{best}$ possible approximation ratio while the online algorithm attains the $\textit{order-optimal}$ competitive ratio. We also demonstrate the performance of our proposed algorithms through simulations. |
| Starting Page | 1081 |
| Ending Page | 1094 |
| Page Count | 14 |
| File Format | |
| ISSN | 10636692 |
| Volume Number | 24 |
| Issue Number | 2 |
| Journal | IEEE/ACM Transactions on Networking (TON) |
| Language | English |
| Publisher | Association for Computing Machinery (ACM) |
| Publisher Date | 2016-04-01 |
| Access Restriction | One Nation One Subscription (ONOS) |
| Subject Keyword | Approximation algorithm Cyber-physical systems Fault tolerance Network design Robustness |
| Content Type | Text |
| Resource Type | Article |
| Subject | Electrical and Electronic Engineering Computer Networks and Communications Software Computer Science Applications |
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