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Cyber Physical Systems Dependability Using CPS-IOT Monitoring
Antoine Bagula1, Olasupo Ajayi1, Hloniphani Maluleke1
1Department of Computer Science, University of the Western Cape, Bellville, Cape Town 7535, South Africa.
This study introduces a Cyber-Physical System (CPS) orchestration model using an epidemic approach for Internet-of-Things (IoT) subsystems. The model enhances CPS dependability by managing information diffusion and employing interference-aware routing.
Area of Science:
- Computer Science
- Systems Engineering
Background:
- Cyber-Physical Systems (CPS) are crucial for socio-economic challenges.
- Internet-of-Things (IoT) enhances CPS with sensing and actuation.
- IoT protocol impact on CPS dependability requires attention.
Purpose of the Study:
- To address Cyber-Physical System (CPS) dependability issues within IoT subsystems.
- To propose and analyze a novel CPS orchestration model.
- To introduce and evaluate an interference-aware clustering protocol for CPS-IoT.
Main Methods:
- Developed a CPS orchestration model incorporating inbound surveillance, outbound actuation, and an epidemic information diffusion model.
- Numerically analyzed the proposed model for dependability in various applications.
- Proposed and benchmarked the Interference-aware Network Migration Protocol (INMP) against existing IoT protocols.
Main Results:
- The proposed CPS orchestration model demonstrates improved dependability for sensitive and non-sensitive applications.
- The epidemic diffusion model effectively produces diffusion patterns across the CPS-IoT.
- The INMP protocol shows a positive impact on CPS dependability compared to other IoT protocols.
Conclusions:
- The novel CPS orchestration model enhances system dependability.
- The epidemic information diffusion model is effective for monitoring CPS-IoT dynamics.
- The INMP protocol offers a viable solution for interference-aware routing and network reconfiguration in CPS-IoT environments.
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