Contemporary advances in multi-access edge computing: A survey of fundamentals, architecture, technologies, deployment cases, security, challenges, and directions

M Mahbub, RM Shubair - Journal of Network and Computer Applications, 2023 - Elsevier
With advancements of cloud technologies Multi-Access Edge Computing (MEC) emerged as
a remarkable edge-cloud technology to provide computing facilities to resource-restrained …

Intelligent O-RAN Beyond 5G: Architecture, Use Cases, Challenges, and Opportunities

S Marinova, A Leon-Garcia - IEEE Access, 2024 - ieeexplore.ieee.org
Open RAN (Radio Access Network) is revolutionizing the telecom space by introducing a
framework based on the concepts of virtualization and openness. O-RAN fosters virtualized …

Using public datasets to train O-RAN deep learning models

RS Couto, P Cruz, MEM Campista… - 2023 2nd International …, 2023 - ieeexplore.ieee.org
The disaggregation promoted by the O-RAN architecture allows for unprecedented flexibility
in Radio Access Networks (RANs). The existence of specific components to control the …

AdaSlicing: Adaptive Online Network Slicing under Continual Network Dynamics in Open Radio Access Networks

M Zhao, Y Zhang, Q Liu, A Kak, N Choi - arXiv preprint arXiv:2501.06943, 2025 - arxiv.org
Open radio access networks (eg, O-RAN) facilitate fine-grained control (eg, near-RT RIC) in
next-generation networks, necessitating advanced AI/ML techniques in handling online …

A survey of public datasets for O-RAN: fostering the development of machine learning models

RS Couto, P Cruz, RG Pacheco, VMS Souza… - Annals of …, 2024 - Springer
The O-RAN architecture allows for unprecedented flexibility in Radio Access Networks
(RANs). O-RAN's components designed to control RANs, such as RAN Intelligent …

Demystifying the Near-real Time RIC: Architecture, Operations, and Benchmarking Insights

HT Thieu, VQ Pham, A Kak… - IEEE INFOCOM 2023-IEEE …, 2023 - ieeexplore.ieee.org
Widely expected to serve as a blueprint for the upcoming sixth generation of cellular
networks, the Open Radio Access Network (Open RAN) architecture is ushering in a new …

RANSight: Programmable Telemetry for Next-Generation Open Radio Access Networks

A Kak, VQ Pham, HT Thieu… - GLOBECOM 2023-2023 …, 2023 - ieeexplore.ieee.org
The increasing complexity of cellular networks has resulted in dynamic network performance
optimization (NPO) playing a critical role in streamlining network operations. While the …

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 …