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Dimitrios Michael Manias
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Year
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
722021
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
452019
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
442021
Concept drift detection in federated networked systems
DM Manias, I Shaer, L Yang, A Shami
2021 IEEE Global Communications Conference (GLOBECOM), 1-6, 2021
312021
The need for advanced intelligence in nfv management and orchestration
DM Manias, A Shami
IEEE Network 35 (1), 365-371, 2020
302020
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
272022
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
132022
Model Drift in Dynamic Networks
DM Manias, A Chouman, A Shami
IEEE Communications Magazine, 2023
112023
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
82022
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
72020
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
62021
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
52023
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
42023
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
32023
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
22023
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
12023
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
2024
Probabilistic Fault-Tolerant Robust Traffic Grooming in OTN-over-DWDM Networks
DM Manias, J Naoum-Sawaya, A Javadtalab, A Shami
arXiv preprint arXiv:2403.02254, 2024
2024
Towards Intent-Based Network Management: Large Language Models for Intent Extraction in 5G Core Networks
DM Manias, A Chouman, A Shami
arXiv preprint arXiv:2403.02238, 2024
2024
Leveraging Large Language Models for DRL-Based Anti-Jamming Strategies in Zero Touch Networks
AS Ali, DM Manias, A Shami, S Muhaidat
arXiv preprint arXiv:2308.09376, 2023
2023
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