| Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Systems DM Manias, A Shami IEEE Network 35 (3), 88-94, 2021 | 113 | 2021 |
| PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams L Yang, DM Manias, A Shami 2021 IEEE Global Communications Conference (GLOBECOM), 01-06, 2021 | 68 | 2021 |
| Machine learning for performance-aware virtual network function placement DM Manias, M Jammal, H Hawilo, A Shami, P Heidari, A Larabi, ... 2019 IEEE Global Communications Conference (GLOBECOM), 1-6, 2019 | 53 | 2019 |
| Concept drift detection in federated networked systems DM Manias, I Shaer, L Yang, A Shami 2021 IEEE Global Communications Conference (GLOBECOM), 1-6, 2021 | 41 | 2021 |
| Towards Supporting Intelligence in 5G/6G Core Networks: NWDAF Implementation and Initial Analysis A Chouman, DM Manias, A Shami 2022 International Wireless Communications and Mobile Computing (IWCMC), 324-329, 2022 | 39 | 2022 |
| The need for advanced intelligence in nfv management and orchestration DM Manias, A Shami IEEE Network 35 (1), 365-371, 2020 | 35 | 2020 |
| An NWDAF Approach to 5G Core Network Signaling Traffic: Analysis and Characterization DM Manias, A Chouman, A Shami GLOBECOM 2022-2022 IEEE Global Communications Conference, 6001-6006, 2022 | 23 | 2022 |
| Model drift in dynamic networks DM Manias, A Chouman, A Shami IEEE Communications Magazine 61 (10), 78-84, 2023 | 22 | 2023 |
| Towards Intent-Based Network Management: Large Language Models for Intent Extraction in 5G Core Networks DM Manias, A Chouman, A Shami 2024 20th International Conference on the Design of Reliable Communication …, 2024 | 13 | 2024 |
| Robust traffic grooming and infrastructure placement in OTN-over-DWDM networks DM Manias, J Naoum-Sawaya, A Shami, A Javadtalab, M Hemmati, ... Journal of Optical Communications and Networking 15 (8), 553-568, 2023 | 10 | 2023 |
| A Model Drift Detection and Adaptation Framework for 5G Core Networks DM Manias, A Chouman, A Shami 2022 IEEE International Mediterranean Conference on Communications and …, 2022 | 10 | 2022 |
| OTN-over-WDM optimization in 5G networks: key challenges and innovation opportunities A Moubayed, DM Manias, A Javadtalab, M Hemmati, Y You, A Shami Photonic Network Communications 45 (2), 49-66, 2023 | 9 | 2023 |
| Depth-optimized delay-aware tree (DO-DAT) for virtual network function placement DM Manias, H Hawilo, M Jammal, A Shami IEEE Networking Letters 2 (3), 149-153, 2020 | 9 | 2020 |
| The Role of Optical Transport Networks in 6G and Beyond: A Vision and Call to Action DM Manias, A Javadtalab, J Naoum-Sawaya, A Shami Journal of Sensor and Actuator Networks 12 (3), 43, 2023 | 8 | 2023 |
| A Machine learning-based migration strategy for virtual network function instances DM Manias, H Hawilo, A Shami Proceedings of the Future Technologies Conference (FTC) 2020, Volume 3, 563-577, 2021 | 7 | 2021 |
| Semantic Routing for Enhanced Performance of LLM-Assisted Intent-Based 5G Core Network Management and Orchestration DM Manias, A Chouman, A Shami arXiv preprint arXiv:2404.15869, 2024 | 6 | 2024 |
| Resilient and robust qos-preserving post-fault vnf placement DM Manias, A Chouman, J Naoum-Sawaya, A Shami IEEE Networking Letters 5 (4), 270-274, 2023 | 6 | 2023 |
| A Reliable AMF Scaling and Load Balancing Framework for 5G Core Networks A Chouman, DM Manias, A Shami 2023 International Wireless Communications and Mobile Computing (IWCMC), 252-257, 2023 | 5 | 2023 |
| A Modular, End-to-End Next-Generation Network Testbed: Towards a Fully Automated Network Management Platform A Chouman, DM Manias, A Shami arXiv preprint arXiv:2403.15376, 2024 | 4 | 2024 |
| Robust and Reliable SFC Placement in Resource-Constrained Multi-Tenant MEC-Enabled Networks DM Manias, I Shaer, J Naoum-Sawaya, A Shami IEEE Transactions on Network and Service Management, 2023 | 4 | 2023 |
Abdallah ShamiProfessor, Department of Electrical and Computer Engineering, Western University, CanadaDirección de correo verificada de uwo.ca