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Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production
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Collaborations and top research areas from the last five years
Research output
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A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions
Boateng, G. O., Sami, H., Alagha, A., Elmekki, H., Hammoud, A., Mizouni, R., Mourad, A., Otrok, H., Bentahar, J., Muhaidat, S., Talhi, C., Dziong, Z. & Guizani, M., 2026, In: IEEE Communications Surveys and Tutorials. 28, p. 527-566 40 p.Research output: Contribution to journal › Journal Article › peer-review
19 Citations (Scopus) -
BlockFed: A Novel Federated Learning Framework Based On Hierarchical Weighted Aggregation
Nourmohammadi, R., Zhang, K. & Talhi, C., 9 Jun 2025, DEBS 2025 - Proceedings of the 19th ACM International Conference on Distributed and Event-Based Systems. Association for Computing Machinery, Inc, p. 134-145 12 p. (DEBS 2025 - Proceedings of the 19th ACM International Conference on Distributed and Event-Based Systems).Research output: Contribution to Book/Report types › Contribution to conference proceedings › peer-review
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Dynamic Split Federated Learning for resource-constrained IoT systems
Wazzeh, M., Hammoud, A., Mourad, A., Otrok, H., Talhi, C., Dziong, Z., Wang, C. D. & Guizani, M., 1 Oct 2025, In: Computer Communications. 242, 108275.Research output: Contribution to journal › Journal Article › peer-review
Open Access -
Efficient privacy-preserving ML for IoT: Cluster-based split federated learning scheme for non-IID data
Arafeh, M., Wazzeh, M., Sami, H., Ould-Slimane, H., Talhi, C., Mourad, A. & Otrok, H., Apr 2025, In: Journal of Network and Computer Applications. 236, 104105.Research output: Contribution to journal › Journal Article › peer-review
6 Citations (Scopus) -
Enhancing Autonomy of Context-Aware Self-healing in Fog Native Environments
Inshi, S., Chowdhury, R., Taha, M. B. & Talhi, C., 2025, Foundations and Practice of Security - 17th International Symposium, FPS 2024, Revised Selected Papers. Adi, K., Bourdeau, S., Durand, C., Viet Triem Tong, V., Dulipovici, A., Kermarrec, Y. & Garcia-Alfaro, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 336-350 15 p. (Lecture Notes in Computer Science; vol. 15532 LNCS).Research output: Contribution to Book/Report types › Contribution to conference proceedings › peer-review
Datasets
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ModularFed: Leveraging Modularity in Federated Learning Frameworks
Dabberni, M. A. (Creator), Otrok, H. (Creator), Ould-Slimane, H. (Creator), Mourad, A. (Creator), Talhi, C. (Creator) & Damiani, E. (Creator), Code Ocean, 2023
Dataset