Modeling, Design, and Architecture of CPS Theme
Discover the theme : “Modeling, Design, and Architecture of CPS”
In this page :
Theme presentation
Application Areas:
- Industry 5.0
- Digital Services
- Construction 4.0 and Sustainable city
Key Research Questions:
- How can the modeling of CPS be optimized to enhance their robustness and adaptability?
- What key architectural principles ensure the security, reliability, and optimal performance of CPS?
Illustrations of Scientific Activity:
- An enhanced consensus protocol to certify and secure transactions among the components of a hybrid CPS.
Elgharbi, S.E., Ouchani, S., Boudouaia, M.A. and Malki, M., 2023. A smart mining strategy for blockchain-enabled cyber-physical system. In 31th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, WETICE 2023.
https://hal.science/hal-04538548
- Optimize federated learning to better meet the requirements of Cyber-Physical Systems (CPS), with a focus on three main aspects: privacy, security, and heterogeneity.
Guendouzi, B.S., Ouchani, S., Al-Assaad, H. and Jradi, M., 2023. Fedga-meta: Federated learning framework using genetic algorithms and meta-learning for aggregation in industrial cyber-physical system. In International Conference on Cyber Security and Resilience.
https://hal.science/hal-04371567v1
- Catalog and identify the techniques and requirements necessary for developing a digital twin suitable for CPS.
Kamdjou, H.M., Baudry, D., Havard, V. and Ouchani, S., 2024. Resource-Constrained eXtended Reality Operated With Digital Twin in Industrial Internet of Things. IEEE Open Journal of the Communications Society.
https://hal.science/hal-04402202v1
Theme Leader: OUCHANI Samir
Researchers:
- BOUDOUAIA Mohammed-Amine
- BRAHMIA Mohamed-El-Amine
- DOLLINGER Jean-Francois
- ITURRALDE Mauricio
- KAMDJOU Hugues-Marie
- TASIDOU Aimilia
PhD Students:
- ARBAOUI Meriem, Federated Learning for IoMT Networks: Resource Optimization and Privacy Mechanisms, 2023
- BAAHMED Ahmed, Computational Efficiency of Federated Learning Techniques on Edge-Cloud Infrastructure, 2023
- EL GHORBI Salah Eddine, Performance of Multi-hop Wireless Networks in Maritime Environments, 2022
- GUENDOUZI Badra Souhila, A Robust, Smart, and Sound Decentralized Decision Support System for Industrial Cyber-Physical Systems (R2S2D2S-ICPS), 2022.
- RIAHI Kenza, A Smart and Trusted Healthcare System based on Optimal Block Chains, 2021
- TERMOS Mortada, Anomaly Detection in IoT Networks through Complex Networks and AI Techniques, 2022
- ZAIMEN Khaoula, Optimization of Sensor Deployment in Smart Buildings, 2021