A survey on beyond 5g network slicing for smart cities applications

W Rafique, J Barai, AO Fapojuwo… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Beyond fifth generation (B5G) is expected to tremendously improve network capabilities by
using a higher frequency band compared to 5G, capable of delivering higher network …

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 …

An intelligent native network slicing security architecture empowered by federated learning

R Moreira, RS Villaça, MRN Ribeiro… - Future Generation …, 2025 - Elsevier
Network Slicing (NS) has transformed the landscape of resource sharing in networks,
offering flexibility to support services and applications with highly variable requirements in …

HFL-TranWGAN: Knowledge-Driven Cross-Domain Collaborative Anomaly Detection for End-to-End Network Slicing

Y Wu, L Liang, Y Jia, W Wen - IEEE Transactions on Network …, 2024 - ieeexplore.ieee.org
Network slicing is a key technology that can provide service assurance for the
heterogeneous application scenarios emerging in the next-generation networks. However …

TactiFlex: A Federated learning-enhanced in-content aware resource allocation flexible architecture for Tactile IoT in 6G networks

O Alnajar, A Barnawi - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
Abstract The Tactile Internet of Things (TIoT) is transforming the landscape of real-time
applications by enabling haptic interactions and immersive experiences. This paper …

Mobile network traffic analysis based on probability-informed machine learning approach

A Gorshenin, A Kozlovskaya, S Gorbunov… - Computer Networks, 2024 - Elsevier
The paper proposes an approach to the joint use of statistical and machine learning (ML)
models to solve the problems of the precise reconstruction of historical events, real-time …

Deterministic Network Slice Instance Policy for Intra and Inter Slice Resource Management in 5G

MB Krishna, P Lorenz - IEEE Transactions on Vehicular …, 2024 - ieeexplore.ieee.org
Network slicing with Software Defined Networks and Network Function Virtualization
enhances the network operator's serviceability, resource availability and coverage capability …

Network Slicing Support by Fronthaul Interface in Disaggregated Radio Access Networks: A Survey

F Arnhold, SS Anbazhagan, LR Prade… - … on Network and …, 2024 - ieeexplore.ieee.org
Beyond 5G (B5G) and 6G networks must offer network slicing as a service to support
disruptive applications using mobile network infrastructures. Moreover, network slicing as a …

[PDF][PDF] Advancing 5G Network Applications Lifecycle Security: An ML-Driven Approach.

A Hermosilla, J Gallego-Madrid… - … in Engineering & …, 2024 - researchgate.net
ABSTRACT As 5th Generation (5G) and Beyond 5G (B5G) networks become increasingly
prevalent, ensuring not only network security but also the security and reliability of the …

A QoE and Availability-Aware Framework for Network Slice Placement and Resource Allocation

G Dobreff, A Báder, A Pašić - IEEE Access, 2024 - ieeexplore.ieee.org
In 5G networks, the deployment of network slices enabled by Software-Defined Networking
(SDN) is becoming a critical component for delivering tailored services to meet diverse …