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 …

NSM2: Network Slice Management and Monitoring Using Machine Learning For AR/VR Applications

SMHU Hassan, A Brennan… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
In recent years, the streaming of AR/VR videos has seen a rapid increase due to its
industrial and commercial applications in different fields like healthcare, education, fashion …

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 …

AppNet: Application-Aware Networking with O-RAN

U Ghosh, IK Jain, S Seshasayee, D Bharadia… - Proceedings of the 30th …, 2024 - dl.acm.org
The 5G network promised transformative services across various industries, yet its
integration has mostly been limited to existing 4G services like IMS-based multimedia and …