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 …

Comprehensive tutorial on the organization of a standards-aligned network slice/subnet design process and opportunities for its automation

P Wyszkowski, J Kienig, K Zieliński… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Building complex entities like Network Slices and their Subnets requires proper models and
methods to allow their convenient design and deployment. Despite significant progress in …

Admission control and resource reservation for prioritized slice requests with guaranteed SLA under uncertainties

QT Luu, S Kerboeuf, M Kieffer - IEEE Transactions on Network …, 2022 - ieeexplore.ieee.org
Network slicing has emerged as a key concept in 5G systems, allowing Mobile Network
Operators (MNOs) to build isolated logical networks (slices) on top of shared infrastructure …

Blockchain-Based Secure Authentication and Authorization Framework for Robust 5G Network Slicing

S Wijethilaka, AK Yadav, A Braeken… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The rapid evolution of heterogeneous applications signifies the requirement for network
slicing to cater to diverse network requirements. Network Functions (NFs), which are the …

CE-VNE: Constraint escalation virtual network embedding algorithm assisted by graph convolutional networks

P Zhang, Z Luo, N Kumar, M Guizani, H Zhang… - Journal of Network and …, 2024 - Elsevier
With the advent of Industry 5.0, access devices are becoming more and more demanding on
the network. For example, in areas such as financial transactions, drone control and …

Machine learning-based QoS and traffic-aware prediction-assisted dynamic network slicing

N Kumar, A Ahmad - International Journal of …, 2022 - inderscienceonline.com
Over the last few years, network slicing has been presented as one of the key ingredients in
5G for efficiently specifying network services as per the heterogeneous quality and …

Multi-agent QoS-aware autonomic resource provisioning framework for elastic BPM in containerized multi-cloud environment

MAN Saif, SK Niranjan, BAH Murshed… - Journal of Ambient …, 2023 - Springer
Cloud computing enables businesses to improve their market competitiveness, enabling
instant and easy access to a pool of virtualized and distributed resources such as virtual …

Resource Management From Single-domain 5G to End-to-End 6G Network Slicing: A Survey

S Ebrahimi, F Bouali, OCL Haas - … Communications Surveys & …, 2024 - ieeexplore.ieee.org
Network Slicing (NS) is one of the pillars of the fifth/sixth generation (5G/6G) of mobile
networks. It provides the means for Mobile Network Operators (MNOs) to leverage physical …

kaNSaaS: Combining Deep Learning and Optimization for Practical Overbooking of Network Slices

S Alcalá-Marín, A Bazco-Nogueras, A Banchs… - Proceedings of the …, 2023 - dl.acm.org
Cloud-native mobile networks pave the road for Network Slicing as a Service (NSaaS),
where slice overbooking is a promising management strategy to maximize the revenues …

An efficient and reliable service customized routing mechanism based on deep learning in IPv6 network

Y Wang, X Wang, B Yi, M Huang - IET Communications, 2022 - Wiley Online Library
Best‐effort service model of traditional routing is gradually hard to meet the personalized
demands under the rapid development of network technologies (eg 5G and IPv6). Therefore …