Publications

Research output

Seven papers to date across LLM-assisted networking, multimodal deployment, and edge intelligence, with five accepted and two under review. The accepted work spans two journals, two conferences, and one magazine.

7total papers

5accepted

2under review

2J-2C-1Maccepted venue mix

Accepted Journal

January 2026

AI-Native Cloud-Edge Orchestration for 6G Metaverse Networks: An LLM-Guided Multi-Agent DRL Approach

D. Ayepah-Mensah, A. K. Ghebreziabiher, G. O. Boateng, R. Mizouni, A. Mourad, H. Otrok, J. Bentahar, and S. Muhaidat

Complex & Intelligent Systems

DOI

Accepted Conference

October 2025

A RAG-Assisted DRL Framework for Microservices Deployment in 6G Vehicular Networks

D. Ayepah-Mensah, A. K. Ghebreziabiher, G. O. Boateng, R. Mizouni, A. Mourad, H. Otrok, J. Bentahar, and S. Muhaidat

IEEE WiMob 2025

DOI

Accepted Magazine

July 2025

On-Demand Vehicular Service Deployment in 6G: A Collaborative Large-Small LM Architecture

A. K. Ghebreziabiher et al.

IEEE Vehicular Technology Magazine

Accepted Journal

June 2025

Move-LLM: Multimodal LLM-Assisted DRL Framework for On-Demand Service Deployment in 6G Vehicular Networks

G. O. Boateng, A. K. Ghebreziabiher, R. Mizouni, A. Mourad, H. Otrok, J. Bentahar, and S. Muhaidat

IEEE Transactions on Vehicular Technology

Accepted Conference

2025

Towards On-Demand Metaverse Service Deployment in 6G Vehicular Networks Using Multimodal LLMs

G. O. Boateng, A. K. Ghebreziabiher, R. Mizouni, A. Mourad, H. Otrok, J. Bentahar, and S. Muhaidat

IEEE INFOCOM 2025 Workshops

DOI

Under Review Magazine

February 2026

A Hierarchical Agentic Framework for Self-Organizing Next Generation Wireless Networks

D. Ayepah-Mensah, A. K. Ghebreziabiher, G. O. Boateng, R. Mizouni, A. Mourad, H. Otrok, J. Bentahar, and S. Muhaidat

IEEE Network Magazine

Under Review Journal

November 2025

Large Language Model-Based Trajectory Forecasting for Dependency-Aware Microservice Migration in 6G Vehicular Edge Networks

D. Ayepah-Mensah, A. K. Ghebreziabiher, G. O. Boateng, R. Mizouni, A. Mourad, H. Otrok, J. Bentahar, and S. Muhaidat

IEEE Journal on Selected Areas in Communications