BRAHMIA Amine

Research team

Engineering and Numerical Tools

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Educational activities

Research interests

• IoT
• WSN
• Securiy
• Optimization problem
• Smart Buildings
• Smart Cities

Research supervisions

• Ph.D., Aimen KHIAR, CESI LINEACT & IRIMAS, “Hybrid Metaheuristics and Federated Learning Techniques for Optimizing the Battery Charging of Electric Vehicles,” 2024-2027.
• Ph.D., Ahmed BAAHMED, CESI LINEACT, “Computational Efficiency of Federated Learning Techniques on Edge-Cloud Infrastructure,” 2023-2026.
• Ph.D., Meriem ARBAOUI, CESI LINEACT & ESI SBA, “Federated Learning for IoMT Networks: Resource Optimization and Privacy Mechanisms,” 2023-2026.
• Ph.D., Mortada TERMOS, CESI LINEACT & UL, “Security Anomaly Detection in IoT Networks using Complex Networks and AI Techniques,” 2022-2025.
• Ph.D., Kenza RIAHI, CESI LINEACT & IRIMAS, “Toward an Optimal Consensus Protocol for Private Blockchains,” 2021-2024.
• Ph.D., Khoula ZAIMEN, CESI LINEACT & IRIMAS, “Optimization of Sensor Deployment in Smart Buildings,” 2021-2024.

Selected publications

• K. Zaimen, M.A. Brahmia, L. Moalic, A. Abouaissa and L. Idoumghar, “A comparative study of meta-heuristic algorithms for WSN deployment problem in indoor environments,” in IEEE CEC 2023 : IEEE Congress on Evolutionary Computation, Chicago , USA, 2023.
• A. ABBOUD, M.A. Brahmia,  A. Abouaissa A. SHAHIN, and R. Mazraani, “A Hybrid Aggregation Approach for Federated Learning to Improve Energy Consumption in Smart Buildings,” in IWCMC 2023 – IEEE International Conference on Communications, Marrakesh, Morocco, 2023.
• K. Zaimen, L. Moalic, M.A. Brahmia, A. Abouaissa and L. Idoumghar, “Connectivity Repair Heuristics for Stationary Wireless Sensor Networks,” in ICC 2023 – IEEE International Conference on Communications, Rome, Italy, 2023.
• K. Riahi, M.A. Brahmia, A. Abouaissa and L. Idoumghar, “APBFT : An Adaptive PBFT Consensus for Private Blockchains,” GLOBECOM 2022 – 2022 IEEE Global Communications Conference, Rio de Janeiro, Brazil, 2022, pp. 1788-1793, doi : 10.1109/GLOBECOM48099.2022.10001568.
• M.A. Brahmia, S. Babouche, S. Ouchani and M. Zghal, “An Adaptive Attack Prediction Framework in Cyber-Physical Systems,” 2022 Ninth International Conference on Software Defined Systems (SDS), Paris, France, 2022, pp. 1-7, doi : 10.1109/SDS57574.2022.10062873.
• M. Arbaoui, M.A.  Brahmia  and  A.  Rahmoun,  “A  review  of  IoT  architectures  in smart  healthcare  applications,”  2022  Seventh  International  Conference  on  Fog and Mobile Edge Computing (FMEC), Paris, France, 2022, pp. 1-8, doi : 10.1109/FMEC57183.2022.10062841.
• K. Riahi, M.A. Brahmia, A. Abouaissa and L. Idoumghar, “FPBFT : A Fast PBFT Protocol for Private Blockchains,” 2022 9th International Conference on Internet of Things : Systems, Management and Security (IOTSMS), Milan, Italy, 2022, pp. 1-8, doi : 10.1109/IOTSMS58070.2022.10062170.
• K. Zaimen, MA. Brahmia, L. Moalic, A.  Abouaissa and L.  Idoumghar, “A  Survey of Artificial Intelligence Based WSNs Deployment Techniques and Related Objectives Modeling,” in IEEE Access, vol. 10, pp. 113294-113329, 2022, doi : 10.1109/ACCESS.2022.3217200.
• Khaoula Zaimen, Mohamed-el-Amine Brahmia, Jean-Francois Dollinger, et al., “Coverage Maximization in WSN Deployment Using Particle Swarm Optimization with Voronoi Diagram”, In International Conference on Model and Data, Engineering. Springer, Cham, 2021. p. 88-100.
• Abdusy Syarif, Mohamed-El-Amine Brahmia, Jean François Dollinger, Abbdelhafid Abouaissa and Lhassane Idoumghar, “RPL-OC: Extension of RPL Protocol for LLN Networks based on the Operator Calculus approach”, 6th International Congress on Information and Communication Technology, Springer, Singapore, 2021.
• Khaoula Zaimen, Mohamed-el-Amine Brahmia, Jean-Francois Dollinger, et al., “A Overview on WSN Deployment and a Novel Conceptual BIM-based Approach in Smart Buildings”, The 7th International Conference on Internet of Things : Systems, Management and Security (IOTSMS), 2020, Paris, France.
• Walid-Miloud Dahmane, Mohamed-El-Amine Brahmia, Jean-Francois Dollinger and Samir Ouchani, “A BIM-based framework for an Optimal WSN Deployment in Smart Building”, 11th International Conference on Networks of the Future, NoF 2020, Bordeaux, France, October 12-14, IEEE, 2020.
• Mohamed-el-Amine Brahmia, Abdusy SYARIF, Abdelhafid ABOUAISSA, Pascal LORENZ, “A Combined Path Selection and Admission Control Scheme for IPTV in IEEE 802.16j MMR Networks”, ICC2015, 6803-6808, 8-12 June 2015, London, UK.
• Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Pascal Lorenz, “Adaptive scheduling mechanism for IPTV over WiMAX IEEE 802.16j networks”, International Journal of Communication Systems, 2014, vol. 27, no 7, p. 1009- 1019.
• Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Pascal Lorenz, “Improving IPTV Forwarding Mechanism in IEEE 802.16j MMR Networks Based on Aggregation”, ETRI Journal, vol. 35, no. 2, Apr. 2013, pp. 234-244.
• Abdelhafid Abouaissa, Mohamed-el-Amine Brahmia, Pascal Lorenz, “Increasing end-to-end fairness over IEEE 802.11e-based wireless mesh networks”, International Journal of Communication Systems, 2013, vol. 26, no 1, p. 1-12.
• Thesis in Computer science, Institution : France Telecom & Université de Haute Alsace,  Title: The QoS control mechanisms in WiMAX relay networks, 2012.