Towards 6G Technology: Insights into Resource Management for Cloud RAN Deployment

SF Ismail, DJ Kadhim - IoT, 2024 - mdpi.com
Rapid advancements in the development of smart terminals and infrastructure, coupled with
a wide range of applications with complex requirements, are creating traffic demands that …

Toward Explainable Reasoning in 6G: A Proof of Concept Study on Radio Resource Allocation

F Rezazadeh, H Chergui, J Mangues… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
The move toward artificial intelligence (AI)-native sixth-generation (6G) networks has put
more emphasis on the importance of explainability and trustworthiness in network …

Empowering Beyond 5G Networks: An Experimental Assessment of Zero-Touch Management and Orchestration

S Barrachina-Muñoz, F Rezazadeh, L Blanco… - IEEE …, 2024 - ieeexplore.ieee.org
Effective zero-touch management and orchestration (ZSM&O) is crucial for scaling network
slicing, particularly transitioning toward Beyond 5G (B5G) and 6G networks. This paper …

INTEGRan: Towards Vertical and Horizontal Integration for Programmable RAN Performance Optimization

A Kak, VQ Pham, HT Thieu… - … -IEEE Conference on …, 2024 - ieeexplore.ieee.org
As radio access networks (RANs) evolve to incorpo-rate new paradigms of programmability
and control, the Open RAN (or O-RAN) architecture is rapidly becoming the de facto …

X-GRL: An Empirical Assessment of Explainable GNN-DRL in B5G/6G Networks

F Rezazadeh, S Barrachina-Muñoz… - … IEEE Conference on …, 2023 - ieeexplore.ieee.org
The rapid development of artificial intelligence (AI) techniques has triggered a revolution in
beyond fifth-generation (B5G) and upcoming sixth-generation (6G) mobile networks. Despite …