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Dimitrios Michael Manias
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2020 – today
- 2024
- [j11]Dimitrios Michael Manias
, Ibrahim Shaer
Robust and Reliable SFC Placement in Resource-Constrained Multi-Tenant MEC-Enabled Networks. IEEE Trans. Netw. Serv. Manag. 21(1): 187-199 (2024) - [j10]Ali Chouman, Dimitrios Michael Manias
A Modular, End-to-End Next-Generation Network Testbed: Toward a Fully Automated Network Management Platform. IEEE Trans. Netw. Serv. Manag. 21(5): 5445-5463 (2024) - [c9]Dimitrios Michael Manias, Ali Chouman, Abdallah Shami:
Towards Intent-Based Network Management: Large Language Models for Intent Extraction in 5G Core Networks. DRCN 2024: 1-6 - [c8]Dimitrios Michael Manias, Joe Naoum-Sawaya, Abbas Javadtalab, Abdallah Shami:
Probabilistic Fault-Tolerant Robust Traffic Grooming in OTN-over-DWDM Networks. DRCN 2024: 76-83 - [i16]Dimitrios Michael Manias, Ali Chouman, Abdallah Shami:
Towards Intent-Based Network Management: Large Language Models for Intent Extraction in 5G Core Networks. CoRR abs/2403.02238 (2024) - [i15]Dimitrios Michael Manias, Joe Naoum-Sawaya, Abbas Javadtalab, Abdallah Shami:
Probabilistic Fault-Tolerant Robust Traffic Grooming in OTN-over-DWDM Networks. CoRR abs/2403.02254 (2024) - [i14]Ali Chouman, Dimitrios Michael Manias, Abdallah Shami:
A Modular, End-to-End Next-Generation Network Testbed: Towards a Fully Automated Network Management Platform. CoRR abs/2403.15376 (2024) - [i13]Dimitrios Michael Manias, Ali Chouman, Abdallah Shami:
Semantic Routing for Enhanced Performance of LLM-Assisted Intent-Based 5G Core Network Management and Orchestration. CoRR abs/2404.15869 (2024) - [i12]Alexandre Gemayel, Dimitrios Michael Manias, Abdallah Shami:
Machine Learning for Pre/Post Flight UAV Rotor Defect Detection Using Vibration Analysis. CoRR abs/2404.15880 (2024) - 2023
- [j9]Dimitrios Michael Manias, Ali Chouman, Abdallah Shami:
Model Drift in Dynamic Networks. IEEE Commun. Mag. 61(10): 78-84 (2023) - [j8]Dimitrios Michael Manias
Resilient and Robust QoS-Preserving Post-Fault VNF Placement. IEEE Netw. Lett. 5(4): 270-274 (2023) - [j7]Dimitrios Michael Manias, Ali Chouman, Anwer Al-Dulaimi, Abdallah Shami:
Slice-Level Performance Metric Forecasting in Intelligent Transportation Systems and the Internet of Vehicles. IEEE Internet Things Mag. 6(3): 56-61 (2023) - [j6]Dimitrios Michael Manias
The Role of Optical Transport Networks in 6G and Beyond: A Vision and Call to Action. J. Sens. Actuator Networks 12(3): 43 (2023) - [j5]Abdallah Moubayed
OTN-over-WDM optimization in 5G networks: key challenges and innovation opportunities. Photonic Netw. Commun. 45(2): 49-66 (2023) - [c7]Ali Chouman, Dimitrios Michael Manias, Abdallah Shami:
A Reliable AMF Scaling and Load Balancing Framework for 5G Core Networks. IWCMC 2023: 252-257 - [i11]Abubakar S. Ali, Dimitrios Michael Manias, Abdallah Shami, Sami Muhaidat:
Leveraging Large Language Models for DRL-Based Anti-Jamming Strategies in Zero Touch Networks. CoRR abs/2308.09376 (2023) - 2022
- [j4]Dimitrios Michael Manias
Robust traffic grooming and infrastructure placement in OTN-over-DWDM networks. JOCN 15(8): 553-568 (2022) - [c6]Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
An NWDAF Approach to 5G Core Network Signaling Traffic: Analysis and Characterization. GLOBECOM 2022: 6001-6006 - [c5]Ali Chouman, Dimitrios Michael Manias, Abdallah Shami
Towards Supporting Intelligence in 5G/6G Core Networks: NWDAF Implementation and Initial Analysis. IWCMC 2022: 324-329 - [c4]Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
A Model Drift Detection and Adaptation Framework for 5G Core Networks. MeditCom 2022: 197-202 - [i10]Ali Chouman, Dimitrios Michael Manias, Abdallah Shami
Towards Supporting Intelligence in 5G/6G Core Networks: NWDAF Implementation and Initial Analysis. CoRR abs/2205.15121 (2022) - [i9]Dimitrios Michael Manias, Ali Chouman, Abdallah Shami:
A Model Drift Detection and Adaptation Framework for 5G Core Networks. CoRR abs/2209.06852 (2022) - [i8]Dimitrios Michael Manias, Ali Chouman, Abdallah Shami:
An NWDAF Approach to 5G Core Network Signaling Traffic: Analysis and Characterization. CoRR abs/2209.10428 (2022) - 2021
- [j3]Dimitrios Michael Manias, Abdallah Shami
The Need for Advanced Intelligence in NFV Management and Orchestration. IEEE Netw. 35(1): 365-371 (2021) - [j2]Dimitrios Michael Manias, Abdallah Shami
Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Systems. IEEE Netw. 35(3): 88-94 (2021) - [c3]Dimitrios Michael Manias, Ibrahim Shaer
Concept Drift Detection in Federated Networked Systems. GLOBECOM 2021: 1-6 - [c2]Li Yang
PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams. GLOBECOM 2021: 1-6 - [i7]Dimitrios Michael Manias, Abdallah Shami:
Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Systems. CoRR abs/2102.10142 (2021) - [i6]Li Yang, Dimitrios Michael Manias, Abdallah Shami:
PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams. CoRR abs/2109.05013 (2021) - [i5]Dimitrios Michael Manias, Ibrahim Shaer, Li Yang, Abdallah Shami:
Concept Drift Detection in Federated Networked Systems. CoRR abs/2109.06088 (2021) - 2020
- [j1]Dimitrios Michael Manias
Depth-Optimized Delay-Aware Tree (DO-DAT) for Virtual Network Function Placement. IEEE Netw. Lett. 2(3): 149-153 (2020) - [i4]Dimitrios Michael Manias, Manar Jammal, Hassan Hawilo, Abdallah Shami, Parisa Heidari, Adel Larabi, Richard Brunner:
Machine Learning for Performance-Aware Virtual Network Function Placement. CoRR abs/2001.07787 (2020) - [i3]Dimitrios Michael Manias, Hassan Hawilo, Manar Jammal, Abdallah Shami:
Depth-Optimized Delay-Aware Tree (DO-DAT) for Virtual Network Function Placement. CoRR abs/2006.01790 (2020) - [i2]Dimitrios Michael Manias, Hassan Hawilo, Abdallah Shami:
A Machine Learning-Based Migration Strategy for Virtual Network Function Instances. CoRR abs/2006.08456 (2020) - [i1]Dimitrios Michael Manias, Abdallah Shami:
The Need for Advanced Intelligence in NFV Management and Orchestration. CoRR abs/2008.00937 (2020)
2010 – 2019
- 2019
- [c1]Dimitrios Michael Manias, Manar Jammal
Machine Learning for Performance-Aware Virtual Network Function Placement. GLOBECOM 2019: 1-6
Coauthor Index
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