Dimitrios Michael Manias

Ibrahim Shaer

IEEE Trans. Netw. Serv. Manag., February, 2024

A Modular, End-to-End Next-Generation Network Testbed: Towards a Fully Automated Network Management Platform.

[BibT_eX]

[DOI]

CoRR, 2024

Probabilistic Fault-Tolerant Robust Traffic Grooming in OTN-over-DWDM Networks.

[BibT_eX]

[DOI]

Abbas Javadtalab

CoRR, 2024

Towards Intent-Based Network Management: Large Language Models for Intent Extraction in 5G Core Networks.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Resilient and Robust QoS-Preserving Post-Fault VNF Placement.

[BibT_eX]

[DOI]

IEEE Netw. Lett., December, 2023

Model Drift in Dynamic Networks.

[BibT_eX]

[DOI]

IEEE Commun. Mag., October, 2023

Slice-Level Performance Metric Forecasting in Intelligent Transportation Systems and the Internet of Vehicles.

[BibT_eX]

[DOI]

Anwer Al-Dulaimi

IEEE Internet Things Mag., September, 2023

The Role of Optical Transport Networks in 6G and Beyond: A Vision and Call to Action.

[BibT_eX]

[DOI]

Abbas Javadtalab

J. Sens. Actuator Networks, June, 2023

OTN-over-WDM optimization in 5G networks: key challenges and innovation opportunities.

[BibT_eX]

[DOI]

Abdallah Moubayed

Photonic Netw. Commun., April, 2023

Leveraging Large Language Models for DRL-Based Anti-Jamming Strategies in Zero Touch Networks.

[BibT_eX]

[DOI]

Abubakar S. Ali

Sami Muhaidat

CoRR, 2023

A Reliable AMF Scaling and Load Balancing Framework for 5G Core Networks.

[BibT_eX]

[DOI]

Proceedings of the International Wireless Communications and Mobile Computing, 2023

2022

Robust traffic grooming and infrastructure placement in OTN-over-DWDM networks.

[BibT_eX]

[DOI]

JOCN, 2022

A Model Drift Detection and Adaptation Framework for 5G Core Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2022

Towards Supporting Intelligence in 5G/6G Core Networks: NWDAF Implementation and Initial Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022

An NWDAF Approach to 5G Core Network Signaling Traffic: Analysis and Characterization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

2021

Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Systems.

[BibT_eX]

[DOI]

IEEE Netw., 2021

The Need for Advanced Intelligence in NFV Management and Orchestration.

[BibT_eX]

[DOI]

IEEE Netw., 2021

PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams.

[BibT_eX]

[DOI]

Li Yang

Proceedings of the IEEE Global Communications Conference, 2021

Concept Drift Detection in Federated Networked Systems.

[BibT_eX]

[DOI]

Ibrahim Shaer

Li Yang

Proceedings of the IEEE Global Communications Conference, 2021

2020

Depth-Optimized Delay-Aware Tree (DO-DAT) for Virtual Network Function Placement.

[BibT_eX]

[DOI]

Hassan Hawilo

Manar Jammal

IEEE Netw. Lett., 2020

A Machine Learning-Based Migration Strategy for Virtual Network Function Instances.

[BibT_eX]

[DOI]

Hassan Hawilo

CoRR, 2020

2019

Machine Learning for Performance-Aware Virtual Network Function Placement.

[BibT_eX]

[DOI]