Semi-Supervised Learning Approach for Efficient Resource Allocation with Network Slicing in O-RAN
S Nouri, MK Motalleb, V Shah-Mansouri… - arXiv preprint arXiv …, 2024 - arxiv.org
The Open Radio Access Network (O-RAN) technology has emerged as a promising solution
for network operators, providing them with an open and favorable environment. Ensuring …
for network operators, providing them with an open and favorable environment. Ensuring …
PACIFISTA: Conflict Evaluation and Management in Open RAN
The O-RAN ALLIANCE is defining architectures, interfaces, operations, and security
requirements for cellular networks based on Open Radio Access Network (RAN) principles …
requirements for cellular networks based on Open Radio Access Network (RAN) principles …
Machine Learning Applied to Anomaly Detection on 5G O-RAN Architecture
PVA Alves, MASS Goldbarg, WKP Barros… - Procedia Computer …, 2023 - Elsevier
This article presents a study with feasibility and performance analysis of machine learning
(ML) techniques using supervised techniques for anomaly detection problems in a 5G …
(ML) techniques using supervised techniques for anomaly detection problems in a 5G …
Improving Energy Efficiency In Open RAN Through Dynamic CPU Scheduling
S Urumkar, B Ramamurthy… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Open RAN is a promising cellular technology that is currently undergoing extensive
research for future wireless radio access networks. Achieving optimal energy efficiency in …
research for future wireless radio access networks. Achieving optimal energy efficiency in …
Reinforcement Learning Based Resource Allocation for Network Slicing in O-RAN
NF Cheng - 2023 - ruor.uottawa.ca
Fifth Generation (5G) introduces technologies that expedite the adoption of mobile networks,
such as densely connected devices, ultra-fast data rate, low latency and more. With those …
such as densely connected devices, ultra-fast data rate, low latency and more. With those …
[PDF][PDF] Towards more intelligent wireless access networks
P Li - 2023 - research-information.bris.ac.uk
With the introduction of machine learning (ML) technologies, the development of wireless
access networks has gained more significant momentum, enabling WiFi and radio access …
access networks has gained more significant momentum, enabling WiFi and radio access …