| 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 | 41 | 2022 |
| Model drift in dynamic networks DM Manias, A Chouman, A Shami IEEE Communications Magazine 61 (10), 78-84, 2023 | 23 | 2023 |
| 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 |
| 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 | 14 | 2024 |
| 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 |
| 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 | 7 | 2023 |
| 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 |
| 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 | 6 | 2023 |
| A modular, end-to-end next-generation network testbed: Towards a fully automated network management platform A Chouman, DM Manias, A Shami IEEE Transactions on Network and Service Management, 2024 | 4 | 2024 |
| Slice-level performance metric forecasting in intelligent transportation systems and the internet of vehicles DM Manias, A Chouman, A Al-Dulaimi, A Shami IEEE Internet of Things Magazine 6 (3), 56-61, 2023 | 3 | 2023 |
| Machine Learning and Operations Research for Intelligence Engines in Future Networks A Chouman The University of Western Ontario (Canada), 2022 | | 2022 |