Ml-based 5g network slicing security: A comprehensive survey

R Dangi, A Jadhav, G Choudhary, N Dragoni… - Future Internet, 2022 - mdpi.com
Fifth-generation networks efficiently support and fulfill the demands of mobile broadband
and communication services. There has been a continuing advancement from 4G to 5G …

Towards low-latency service delivery in a continuum of virtual resources: State-of-the-art and research directions

J Santos, T Wauters, B Volckaert… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
The advent of softwarized networks has enabled the deployment of chains of virtual network
and service components on computational resources from the cloud up to the edge, creating …

Network slice lifecycle management for 5g mobile networks: An intent-based networking approach

K Abbas, TA Khan, M Afaq, WC Song - IEEE Access, 2021 - ieeexplore.ieee.org
Network slicing in 5G is a solution to accommodate a wide range of services. It also enables
the network operators to establish multiple end-to-end (e2e) logically isolated and …

Generative AI in mobile networks: a survey

A Karapantelakis, P Alizadeh, A Alabassi, K Dey… - Annals of …, 2024 - Springer
This paper provides a comprehensive review of recent challenges and results in the field of
generative AI with application to mobile telecommunications networks. The objective is to …

Applications of machine learning in resource management for RAN-slicing in 5G and beyond networks: A survey

Y Azimi, S Yousefi, H Kalbkhani, T Kunz - IEEE Access, 2022 - ieeexplore.ieee.org
One of the key foundations of 5th Generation (5G) and beyond 5G (B5G) networks is
network slicing, in which the network is partitioned into several separated logical networks …

Effect of social influence, environmental awareness, and safety affordance on actual use of 5G technologies among Chinese students

MF Shahzad, S Xu, KI Khan, MF Hasnain - Scientific Reports, 2023 - nature.com
Abstract 5G technology continues to evolve, and its potential to revolutionize various aspects
of society is becoming increasingly evident. However, the successful adoption and utilization …

[HTML][HTML] Technology trends and challenges in SDN and service assurance for end-to-end network slicing

K Park, S Sung, H Kim, J Jung - Computer Networks, 2023 - Elsevier
Network slicing is a core technology to enable new services and solutions in 5G and
upcoming 6G communications https://www. overleaf. com/project …

Energy-efficient deep reinforcement learning assisted resource allocation for 5G-RAN slicing

Y Azimi, S Yousefi, H Kalbkhani… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
One of the pillars of the 5G architecture is network slicing, in which hardware, radio, and
power resources are virtualized as a logical network taking into account the requirements of …

Towards secure and intelligent network slicing for 5g networks

F Salahdine, Q Liu, T Han - IEEE Open Journal of the Computer …, 2022 - ieeexplore.ieee.org
Network slicing is one of the emerging technologies allowing resource sharing among
different network entities in 5G networks. It enables delivering smart, critical, and multi …

Dynamic QoS management for a flexible 5G/6G network core: A step toward a higher programmability

PD Bojović, T Malbašić, D Vujošević, G Martić… - Sensors, 2022 - mdpi.com
The academic and professional community has recently started to develop the concept of 6G
networks. The scientists have defined key performance indicators and pursued large-scale …