"Bagaa, M."

Article

Gouaouri, M. D. E., Ouahouah, S., Bagaa, M., Ouameur, M. A. et Ksentini, A. (2025). A multi-objective framework for power-aware scheduling in kubernetes. IEEE Transactions on Network and Service Management . DOI 10.1109/TNSM.2025.3630045

Bidabadi, S., Ouameur, M. A., Bagaa, M., Massicotte, D., Figueiredo, F. D. et Chaaban, A. (2025). Physically-consistent EM models-aware RIS-aided communication — A survey. Computer Networks, 257 . p. 110963. ISSN 1389-1286 DOI 10.1016/j.comnet.2024.110963

Ben Elallid, B., Bagaa, M., Benamar, N. et Mrani, N. (2024). A reinforcement learning based autonomous vehicle control in diverse daytime and weather scenarios. Journal of Intelligent Transportation Systems . pp. 1-14. ISSN 1547-2450 DOI 10.1080/15472450.2024.2370010

Abadade, Y., Benamar, N., Bagaa, M. et Chaoui, H. (2024). Empowering Healthcare: TinyML for Precise Lung Disease Classification. Future Internet, 16 (11). p. 391. ISSN 1999-5903 DOI 10.3390/fi16110391

Bidabadi, S., Ouameur, M. A., Bagaa, M. et Massicotte, D. (2024). Energy-efficient RIS-enabled SISO-OFDMA communication via lower bound optimization. Electronics, 13 (6). p. 1040. ISSN 2079-9292 DOI 10.3390/electronics13061040

Elallid, B. B., Benamar, N., Bagaa, M. et Hadjadj-Aoul, Y. (2024). Enhancing Autonomous Driving Navigation Using Soft Actor-Critic. Future Internet, 16 (7). p. 238. ISSN 1999-5903 DOI 10.3390/fi16070238

El Barkani, M., Benamar, N., Talei, H. et Bagaa, M. (2024). Gas Leakage Detection Using Tiny Machine Learning. Electronics, 13 (23). p. 4768. ISSN 2079-9292 DOI 10.3390/electronics13234768

Elallid, B. B., Benamar, N., Bagaa, M., Kelouwani, S. et Mrani, N. (2024). Improving Reinforcement Learning with Expert Demonstrations and Vision Transformers for Autonomous Vehicle Control. World Electric Vehicle Journal, 15 (12). p. 585. ISSN 2032-6653 DOI 10.3390/wevj15120585

Mardi, F. Z., Hadjadj-Aoul, Y., Bagaa, M. et Benamar, N. (2024). Resource allocation for LoRaWAN network slicing: Multi-Armed Bandit-based approaches. Internet of Things, 26 . p. 101195. ISSN 2542-6605 DOI 10.1016/j.iot.2024.101195

Hafi, H., Brik, B., Frangoudis, P. A., Ksentini, A. et Bagaa, M. (2024). Split federated learning for 6G enabled-networks: Requirements, challenges, and future directions. IEEE Access, 12 . pp. 9890-9930. ISSN 2169-3536 DOI 10.1109/ACCESS.2024.3351600

Bidabadi, S., Ahmed Ouameur, M., Bagaa, M. et Massicotte, D. (2023). Energy efficient resource allocation for re-configurable intelligent surface-assisted wireless networks. EURASIP Journal on Wireless Communications and Networking, 2023 (1). p. 89. ISSN 1687-1499 DOI 10.1186/s13638-023-02296-7

Hantouti, H., Benamar, N., Bagaa, M. et Taleb, T. (2021). Symmetry-aware SFC framework for 5G networks. IEEE Network, 35 (5). pp. 234-241. ISSN 1558-156X DOI 10.1109/MNET.011.2000629

Bagaa, M., Taleb, T., Bernabe, J. B. et Skarmeta, A. (2020). A machine learning security framework for Iot systems. IEEE Access, 8 . pp. 114066-114077. ISSN 2169-3536 DOI 10.1109/ACCESS.2020.2996214

Bekkouche, O., Samdanis, K., Bagaa, M. et Taleb, T. (2020). A service-based architecture for enabling UAV enhanced network services. IEEE Network, 34 (4). pp. 328-335. ISSN 1558-156X DOI 10.1109/MNET.001.1900556

Afolabi, I., Prados-Garzon, J., Bagaa, M., Taleb, T. et Ameigeiras, P. (2020). Dynamic resource provisioning of a scalable E2E network slicing orchestration system. IEEE Transactions on Mobile Computing, 19 (11). pp. 2594-2608. ISSN 1558-0660 DOI 10.1109/TMC.2019.2930059

Hellaoui, H., Bagaa, M., Chelli, A. et Taleb, T. (2020). Joint sub-carrier and power allocation for efficient communication of cellular UAVs. IEEE Transactions on Wireless Communications, 19 (12). pp. 8287-8302. ISSN 1558-2248 DOI 10.1109/TWC.2020.3021252

Molina Zarca, A., Bagaa, M., Bernal Bernabe, J., Taleb, T. et Skarmeta, A. F. (2020). Semantic-aware security orchestration in SDN/NFV-enabled IoT systems. Sensors, 20 (13). p. 3622. ISSN 1424-8220 DOI 10.3390/s20133622

Boudi, A., Farris, I., Bagaa, M. et Taleb, T. (2019). Assessing lightweight virtualization for Security-as-a-Service at the network Edge. IEICE Transactions on Communications, E102.B (5). pp. 970-977. ISSN 1745-1345 DOI 10.1587/transcom.2018EUI0001

Afolabi, I., Taleb, T., Frangoudis, P. A., Bagaa, M. et Ksentini, A. (2019). Network slicing-based customization of 5G mobile services. IEEE Network, 33 (5). pp. 134-141. ISSN 1558-156X DOI 10.1109/MNET.001.1800072

Taleb, T., Afolabi, I. et Bagaa, M. (2019). Orchestrating 5G network slices to support industrial Internet and to shape next-generation smart factories. IEEE Network, 33 (4). pp. 146-154. ISSN 1558-156X DOI 10.1109/MNET.2018.1800129

Afolabi, I., Ksentini, A., Bagaa, M., Taleb, T., Corici, M. et Nakao, A. (2017). Towards 5G network slicing over multiple-domains. IEICE Transactions on Communications, E100B (11). pp. 1992-2006. ISSN 0916-8516 DOI 10.1587/transcom.2016NNI0002

Ouadjaout, A., Lasla, N., Bagaa, M., Doudou, M., Zizoua, C., Kafi, M. A., Derhab, A., Djenouri, D. et Badache, N. (2014). DZ50: energy-efficient wireless sensor mote platform for low data rate applications. Procedia Computer Science, 37 . pp. 189-195. ISSN 1877-0509 DOI 10.1016/j.procs.2014.08.029

Kafi, M. A., Djenouri, D., Othman, J. B., Ouadjaout, A., Bagaa, M., Lasla, N. et Badache, N. (2014). Interference-aware congestion control protocol for wireless sensor networks. Procedia Computer Science, 37 . pp. 181-188. ISSN 1877-0509 DOI 10.1016/j.procs.2014.08.028

Chapitre de livre

Ouadjaout, A., Bagaa, M., Bachir, A, Challal, Y., Noureddine, L. et Khelladi, L. (2009). Information security in wireless sensor networks. Dans : Encyclopedia on ad hoc and ubiquitous computing : theory and design of wireless ad hoc, sensor, and mesh networks. World Scientific Pub. Co., pp. 427-472. ISBN 9789812833495 9812833498

Document issu d'une conférence ou d'un atelier

Ouahouah, S., Harchaoui, M. L., Bekkouche, O., Bagaa, M. et Jäntti, R. (2025). 5G-Based autonomous ground risk mitigation for UAVs. Dans IEEE International Conference on Communications DOI 10.1109/ICC52391.2025.11160843.

Gouaouri, M. D. E., Bagaa, M., Bekkouche, O., Ouameur, M. A. et Ksentini, A. (2025). A reinforcement learning approach for multi-edge task offloading through bi-level optimization. Dans 2025 International Wireless Communications and Mobile Computing (IWCMC) DOI 10.1109/IWCMC65282.2025.11059480.

Gouaouri, M. D. E., Bagaa, M., Ouahouah, S., Ouameur, M. A. et Ksentini, A. (2025). Enabling power-awareness for kubernetes scheduling through multi-criteria optimization. Dans IEEE International Conference on Communications DOI 10.1109/ICC52391.2025.11160865.

Boulahdour, A., Bagaa, M., Ahmed Ouameur, M., Bekkouche, O., Ksentini, A. et Massicotte, D. (2025). Flow management using advanced queuing and shaping in TSN for future 6G networks. Dans IEEE International Conference on Communications DOI 10.1109/ICC52391.2025.11161903.

Harchaoui, M. L., Ouahouah, S., Bekkouche, O., Bagaa, M. et Derouiche, A. (2024). 5G-based ground risk mitigation for UAVs: A deep reinforcement learning approach. Dans GLOBECOM 2024 - 2024 IEEE Global Communications Conference DOI 10.1109/GLOBECOM52923.2024.10901435.

Boulahdour, A., Bagaa, M., Messaoud, A. O., Bekkouche, O. et Ksentini, A. (2024). Asynchronous time-sensitive networking (TSN) implementation in automotive zone-based architecture. Dans 2024 IEEE Latin-American Conference on Communications (LATINCOM) DOI 10.1109/LATINCOM62985.2024.10770653.

Marai, O. E., Bagaa, M. et Taleb, T. (2020). Coalition game-based approach for improving the QoE of DASH-based streaming in multi-servers scheme. Dans GLOBECOM 2020 - 2020 IEEE Global Communications Conference DOI 10.1109/GLOBECOM42002.2020.9322450.

Bagaa, M., Taleb, T., Bernabe, J. B. et Skarmeta, A. (2020). QoS and Resource aware Security Orchestration System. Dans GLOBECOM 2020 - 2020 IEEE Global Communications Conference DOI 10.1109/GLOBECOM42002.2020.9348217.

Hellaoui, H., Chelli, A., Bagaa, M. et Taleb, T. (2019). Efficient steering mechanism for mobile network-enabled UAVs. Dans 2019 IEEE Global Communications Conference (GLOBECOM) DOI 10.1109/GLOBECOM38437.2019.9014131.

Marai, O. El, Prados-Garzon, J., Bagaa, M. et Taleb, T. (2019). Ensuring high QoE for DASH-based clients using deterministic network calculus in SDN networks. Dans 2019 IEEE Global Communications Conference (GLOBECOM) DOI 10.1109/GLOBECOM38437.2019.9013633.

Bekkouche, O., Bagaa, M. et Taleb, T. (2019). Toward a UTM-based service orchestration for UAVs in MEC-NFV environment. Dans 2019 IEEE Global Communications Conference (GLOBECOM) DOI 10.1109/GLOBECOM38437.2019.9014200.

Addad, R. A., Dutra, D. L. C., Bagaa, M., Taleb, T. et Flinck, H. (2019). Towards studying service function chain migration patterns in 5G networks and beyond. Dans 2019 IEEE Global Communications Conference (GLOBECOM) DOI 10.1109/GLOBECOM38437.2019.9013983.

Addad, R. A., Dutra, D. L. C., Bagaa, M., Taleb, T., Flinck, H. et Namane, M. (2018). Benchmarking the ONOS intent interfaces to ease 5G service management. Dans 2018 IEEE Global Communications Conference (GLOBECOM) DOI 10.1109/GLOCOM.2018.8648078.

Benkacem, I., Bagaa, M., Taleb, T., Nguyen, Q., Toshitaka, T. et Sato, T. (2018). Integrated ICN and CDN slice as a service. Dans 2018 IEEE Global Communications Conference (GLOBECOM) DOI 10.1109/GLOCOM.2018.8648051.