Zero touch management: A survey of network automation solutions for 5G and 6G networks

E Coronado, R Behravesh… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Mobile networks are facing an unprecedented demand for high-speed connectivity
originating from novel mobile applications and services and, in general, from the adoption …

Small‐Scale 5G Testbeds for Network Slicing Deployment: A Systematic Review

A Esmaeily, K Kralevska - Wireless Communications and …, 2021 - Wiley Online Library
Developing specialized cloud‐based and open‐source testbeds is a practical approach to
investigate network slicing functionalities in the fifth‐generation (5G) mobile networks. This …

Technical study on 5G using soft computing methods

J Divakaran, S Malipatil, T Zaid… - Scientific …, 2022 - Wiley Online Library
With increasing advancements in the field of telecommunication, the attainment of a higher
data transfer rate is essentially a greater need to meet high‐performance communication …

Intent-aware radio resource scheduling in a ran slicing scenario using reinforcement learning

CV Nahum, VH Lopes, RM Dreifuerst… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Network slicing at the radio access network (RAN) domain, called RAN slicing, requires
elasticity, efficient resource sharing, and customization. In this scenario, radio resource …

An optimized K-means clustering for improving accuracy in traffic classification

S Zhao, Y Xiao, Y Ning, Y Zhou, D Zhang - Wireless personal …, 2021 - Springer
With the explosive grown network traffic, the traditional port-and payload-based methods are
insatiable for the requirements of privacy protection as well as the fast real-time classification …

Dynamic spectrum allocation following machine learning-based traffic predictions in 5G

RI Rony, E Lopez-Aguilera, E Garcia-Villegas - IEEE access, 2021 - ieeexplore.ieee.org
The popularity of mobile broadband connectivity continues to grow and thus, the future
wireless networks are expected to serve a very large number of users demanding a huge …

VLC enabled hybrid wireless network for B5G/6G communications

H Sharma, RK Jha - Wireless Personal Communications, 2022 - Springer
In the present scenario, there is a boom in the demand of the users to achieve increased
capacity, high data, low latency, and high-performance rates. 5G New Radio deals with a …

Challenges in meeting QoS requirements toward 6G wireless networks: A state of the art survey

R Ahmed, MR Mahmood… - Transactions on Emerging …, 2023 - Wiley Online Library
The 6G wireless network with its superior capabilities must be considered to accommodate
the much more stringent quality of service (QoS) requirements of the numerous emerging …

[HTML][HTML] Generating full-stack 5G security datasets: IP-layer and core network persistent PDU session attacks

G Amponis, P Radoglou-Grammatikis, T Lagkas… - … -International Journal of …, 2023 - Elsevier
With the increasing number of users accessing the Internet over 5G systems, security
concerns have become a major challenge that needs to be addressed. This paper proposes …

Towards securing next-generation networks: Attacking 5G core/Ran Testbed

G Amponis, P Radoglou-Grammatikis… - … on Electronics & …, 2022 - ieeexplore.ieee.org
As the networking and communications landscape moves towards 5G and an increasing
number of users are already accessing the Internet over 5G systems at an increasing pace …