An Autonomous Network Orchestration Framework Integrating Large Language Models with Continual Reinforcement Learning
Dr. Masoud Shokrnezhad, Prof. Tarik Taleb
IEEE Communications Magazine, 2025Journal article
Research output
Publications
Journal articles, conference and workshop papers by MOSAIC Lab members and collaborators. Search the full list, or browse it by the programmes and projects that funded the work.
546 publications·2003–2026·24 funded projects
546 publications
202543 papers
An Optimized Reinforcement Learning based MTD Mutation Strategy for Securing Edge IoT Against DDoS Attack
Dr. Amir Javadpour, Forough Ja’fari, Chafika Benza¨ıd, Prof. Tarik Taleb
Journal of Information Security and Applications, 2025Journal article
AoI and Energy-Driven Dynamic Cache Updates for Wireless Edge Networks
Yuan Yuan, Dr. Bin Yang, Wei SU, Haoru Li, Chang Wang, Qi Liu, Prof. Tarik Taleb
IEEE IoT Journal, 2025Journal article
AoI-minimal Clustering, Transmission and Trajectory Co-design for UAV-assisted WPCNs
Xiaoying Liu, Huihui Liu, Kechen Zheng, Jia Liu, Prof. Tarik Taleb, Norio Shiratori
IEEE Transactions on Vehicular Technology, 2025Journal article
Cloud-Edge-End Integrated Artificial Intelligence based on Ensemble Learning
Z. Gao, S. Liu, Y. Zhang, C. Wang, C. Zhang, X. Wang, Prof. Tarik Taleb
Elsevier J. Computer Communications, 2025Journal article
Covert Communications for Intelligent Reflecting Surface-Enabled D2D Networks
Dr. Bin Yang, Dr. Bin Yang, Shikai Shen, Yumei She, Xiaohong Jiang, Prof. Tarik Taleb
IEEE Trans. Mobile Computing, 2025Journal article
Cross-Cluster Networking to Support Extended Reality Services
Theodoros Theodoropoulos, Luis Rosa, Abderrahmane Boudi, Tarik Zakaria Benmerar, Antonios Makris, Prof. Tarik Taleb, Luis Cordeiro, Konstantinos Tserpes, JaeSeung Song
IEEE Network Magazine, 2025Journal article
Deep Learning Based Service Composition in Integrated Aerial-Terrestrial Networks
Mr. Mohammad Farhoudi, Dr. Masoud Shokrnezhad, Dr. Somayeh Kianpisheh, Prof. Tarik Taleb
Proc. 2025 IEEE 11th Int’l Conf. on Network Softwarization (NetSoft), 2025Conference paper
Deep Learning based Moving Target Defence for Federated Learning against Poisoning Attack in MEC Systems with a 6G wireless Model
Dr. Somayeh Kianpisheh, Prof. Tarik Taleb, Jari Iinatti, JaeSeung Song
Proc. IEEE Globecom 2025, 2025Conference paper
Detecting Malicious Nodes Using Game Theory and Reinforcement Learning in Software-Defined Networks
Dr. Amir Javadpour, Forough Jaafari, Prof. Tarik Taleb, Chafika Benzaıd
Springer International Journal of Information Security, 2025Journal article
Deterministic Networking Empowered Robotic Teleoperation
Dr. Bin Yang, Dr. Hao Yu, Dr. Qize Guo, Prof. Tarik Taleb, Jose Costa Requena, Kari Tammi
IEEE Network Magazine, 2025Journal article
Discovery of 6G Services and Resources in Edge-Cloud-Continuum
Mr. Mohammad Farhoudi, Dr. Masoud Shokrnezhad, Prof. Tarik Taleb, Richard Li, JaeSeung Song
IEEE Network Magazine, 2025Journal article
Distributed Computation Offloading for Energy Provision Minimization in WP-MEC Networks with Multiple HAPs
Xiaoying Liu, Dr. Yan Chen, Kechen Zheng, Kaikai Chi, Dr. Bin Yang, Prof. Tarik Taleb
IEEE TMC, 2025
Dynamic resource allocation for URLLC and eMBB in MEC-NFV 5G networks
Caio Souza, Marcos Falcão, Andson Balieiro, Elton Alves, Prof. Tarik Taleb
Elsevier J. Computer Networks, 2025Journal article
Exploring Collaborative Diffusion Model Inferring for AIGC-enabled Edge Services
Weijia Feng, Ruojia Zhang, Di Zhu, Chenyang Wang, Chuan Sun, Di Zhu, Xiang Li, Prof. Tarik Taleb
IEEE Trans. on Cognitive Communications and Networking, 2025Journal article
GCA-YOLO: An Edge-optimized Traffic Sign Detection Model
Peiyan Yuan, Yifan Pei, Chenyang Wang, Xiaoyan Zhao, Zhou Liu, Prof. Tarik Taleb
Proc. 2025 IEEE World Congress on Services, 2025Conference paper
Improving Microservices Security
Dr. Amir Javadpour, Forough Jaafari, Prof. Tarik Taleb, Dr. Qize Guo, Dr. Chafika Benzaid, Luis Rosa, Luis Cordeiro
Proc. IEEE Middle East Conference on Communications and Networking (MECOM), 2025Conference paper
Improving the Security of Service Mesh in Kubernetes
Dr. Amir Javadpour, Forough Jaafari, Prof. Tarik Taleb, Dr. Chafika Benzaid, Luis Rosa, Luis Cordeiro
Proc. 2025 IEEE 31th Int’l Conf. on Parallel and Distributed Systems (ICPADS), 2025Conference paper
Joint Server Allocation and Path Selection in Wireless Multihop Networks with Edge Computing
Zhihan Cui, Dr. Yan Chen, Yuto Lim, Prof. Tarik Taleb
IEEE IoT Journal, 2025Journal article
Network Policy Enforcement in cloud-native environments
Pedro R. Tomas, Sofia Silva, Marco Neto, Jorge Proença, Luis Rosa, Luis Cordeiro, Prof. Tarik Taleb, Tiago Cruz
Proc. 21st International Conference on Artificial Intelligence Applications and Innovations (AIAI), 2025Conference paper