Dimitrios Michael Manias

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 35

Top Topics

Network Management

Drift Detection

Intelligent Transportation Systems

Top Venues

Publications

Alexandre Gemayel, Dimitrios Michael Manias, Abdallah Shami
Machine Learning for Pre/Post Flight UAV Rotor Defect Detection Using Vibration Analysis. CoRR (2024)
Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
Towards Intent-Based Network Management: Large Language Models for Intent Extraction in 5G Core Networks. DRCN (2024)
Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
Towards Intent-Based Network Management: Large Language Models for Intent Extraction in 5G Core Networks. CoRR (2024)
Dimitrios Michael Manias, Ibrahim Shaer, Joe Naoum-Sawaya, Abdallah Shami
Robust and Reliable SFC Placement in Resource-Constrained Multi-Tenant MEC-Enabled Networks. IEEE Trans. Netw. Serv. Manag. 21 (1) (2024)
Ali Chouman, Dimitrios Michael Manias, Abdallah Shami
A Modular, End-to-End Next-Generation Network Testbed: Towards a Fully Automated Network Management Platform. CoRR (2024)
Dimitrios Michael Manias, Joe Naoum-Sawaya, Abbas Javadtalab, Abdallah Shami
Probabilistic Fault-Tolerant Robust Traffic Grooming in OTN-over-DWDM Networks. DRCN (2024)
Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
Semantic Routing for Enhanced Performance of LLM-Assisted Intent-Based 5G Core Network Management and Orchestration. CoRR (2024)
Dimitrios Michael Manias, Joe Naoum-Sawaya, Abbas Javadtalab, Abdallah Shami
Probabilistic Fault-Tolerant Robust Traffic Grooming in OTN-over-DWDM Networks. CoRR (2024)
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) (2023)
Dimitrios Michael Manias, Abbas Javadtalab, Joe Naoum-Sawaya, Abdallah Shami
The Role of Optical Transport Networks in 6G and Beyond: A Vision and Call to Action. J. Sens. Actuator Networks 12 (3) (2023)
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 (2023)
Dimitrios Michael Manias, Ali Chouman, Joe Naoum-Sawaya, Abdallah Shami
Resilient and Robust QoS-Preserving Post-Fault VNF Placement. IEEE Netw. Lett. 5 (4) (2023)
Ali Chouman, Dimitrios Michael Manias, Abdallah Shami
A Reliable AMF Scaling and Load Balancing Framework for 5G Core Networks. IWCMC (2023)
Abdallah Moubayed, Dimitrios Michael Manias, Abbas Javadtalab, Mahdi Hemmati, Yuren You, Abdallah Shami
OTN-over-WDM optimization in 5G networks: key challenges and innovation opportunities. Photonic Netw. Commun. 45 (2) (2023)
Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
Model Drift in Dynamic Networks. IEEE Commun. Mag. 61 (10) (2023)
Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
An NWDAF Approach to 5G Core Network Signaling Traffic: Analysis and Characterization. CoRR (2022)
Ali Chouman, Dimitrios Michael Manias, Abdallah Shami
Towards Supporting Intelligence in 5G/6G Core Networks: NWDAF Implementation and Initial Analysis. IWCMC (2022)
Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
A Model Drift Detection and Adaptation Framework for 5G Core Networks. MeditCom (2022)
Dimitrios Michael Manias, Joe Naoum-Sawaya, Abdallah Shami, Abbas Javadtalab, Mahdi Hemmati, Yuren You
Robust traffic grooming and infrastructure placement in OTN-over-DWDM networks. JOCN 15 (8) (2022)
Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
An NWDAF Approach to 5G Core Network Signaling Traffic: Analysis and Characterization. GLOBECOM (2022)
Dimitrios Michael Manias, Ali Chouman, Abdallah Shami
A Model Drift Detection and Adaptation Framework for 5G Core Networks. CoRR (2022)
Ali Chouman, Dimitrios Michael Manias, Abdallah Shami
Towards Supporting Intelligence in 5G/6G Core Networks: NWDAF Implementation and Initial Analysis. CoRR (2022)
Dimitrios Michael Manias, Abdallah Shami
The Need for Advanced Intelligence in NFV Management and Orchestration. IEEE Netw. 35 (1) (2021)
Dimitrios Michael Manias, Abdallah Shami
Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Systems. CoRR (2021)
Dimitrios Michael Manias, Abdallah Shami
Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Systems. IEEE Netw. 35 (3) (2021)
Li Yang, Dimitrios Michael Manias, Abdallah Shami
PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams. CoRR (2021)
Dimitrios Michael Manias, Ibrahim Shaer, Li Yang, Abdallah Shami
Concept Drift Detection in Federated Networked Systems. CoRR (2021)
Dimitrios Michael Manias, Ibrahim Shaer, Li Yang, Abdallah Shami
Concept Drift Detection in Federated Networked Systems. GLOBECOM (2021)
Li Yang, Dimitrios Michael Manias, Abdallah Shami
PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams. GLOBECOM (2021)
Dimitrios Michael Manias, Hassan Hawilo, Manar Jammal, Abdallah Shami
Depth-Optimized Delay-Aware Tree (DO-DAT) for Virtual Network Function Placement. IEEE Netw. Lett. 2 (3) (2020)
Dimitrios Michael Manias, Hassan Hawilo, Abdallah Shami
A Machine Learning-Based Migration Strategy for Virtual Network Function Instances. CoRR (2020)
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 (2020)
Dimitrios Michael Manias, Hassan Hawilo, Manar Jammal, Abdallah Shami
Depth-Optimized Delay-Aware Tree (DO-DAT) for Virtual Network Function Placement. CoRR (2020)
Dimitrios Michael Manias, Abdallah Shami
The Need for Advanced Intelligence in NFV Management and Orchestration. CoRR (2020)
Dimitrios Michael Manias, Manar Jammal, Hassan Hawilo, Abdallah Shami, Parisa Heidari, Adel Larabi, Richard Brunner
Machine Learning for Performance-Aware Virtual Network Function Placement. GLOBECOM (2019)