Analysis of network slicing for management of 5G networks using machine learning techniques

R Singh, A Mehbodniya, JL Webber… - Wireless …, 2022 - Wiley Online Library
Consumer expectations and demands for quality of service (QoS) from network service
providers have risen as a result of the proliferation of devices, applications, and services. An …

[HTML][HTML] Network slicing for beyond 5G systems: An overview of the smart port use case

RM Sohaib, O Onireti, Y Sambo, MA Imran - Electronics, 2021 - mdpi.com
As the idea of a new wireless communication standard (5G) started to circulate around the
world, there was much speculation regarding its performance, making it necessary to carry …

Optimal 5G network slicing using machine learning and deep learning concepts

MH Abidi, H Alkhalefah, K Moiduddin, M Alazab… - Computer Standards & …, 2021 - Elsevier
Network slicing is predetermined to hold up the diversity of emerging applications with
enhanced performance and flexibility requirements in the way of splitting the physical …

Harris Hawks optimization based hybrid deep learning model for efficient network slicing in 5G network

R Dangi, P Lalwani - Cluster Computing, 2024 - Springer
Newly devised fifth-generation (5G) and sixth-generation (6G) networks next-generation
networks are extremely secure, low latency, dependable, and versatile. These next …

[HTML][HTML] Network slicing: A next generation 5G perspective

P Subedi, A Alsadoon, PWC Prasad, S Rehman… - EURASIP Journal on …, 2021 - Springer
Abstract Fifth-generation (5G) wireless networks are projected to bring a major
transformation to the current fourth-generation network to support the billions of devices that …

End-to-end network slicing for 5G mobile networks

A Nakao, P Du, Y Kiriha, F Granelli… - Journal of Information …, 2017 - jstage.jst.go.jp
The research and development (R&D) and the standardization of the 5th Generation (5G)
mobile networking technologies are proceeding at a rapid pace all around the world. In this …

Network slicing as enablers for 5G services: state of the art and challenges for mobile industry

D Kim, S Kim - Telecommunication Systems, 2019 - Springer
The next generation of mobile communications, 5G, is expected to enable global economic
output of USD 12.3 trillion by 2035. This would be achieved by applying 5G networks not …

Network slicing with flexible mobility and QoS/QoE support for 5G Networks

FZ Yousaf, M Gramaglia, V Friderikos… - 2017 IEEE …, 2017 - ieeexplore.ieee.org
Network slicing is an emerging area of research, featuring a logical arrangement of
resources to operate as individual networks, thus allowing for massively customizable …

Artificial intelligence-assisted network slicing: Network assurance and service provisioning in 6G

J Wang, J Liu, J Li, N Kato - IEEE Vehicular Technology …, 2023 - ieeexplore.ieee.org
6G networks are expected to provide instant global connectivity and enable the transition
from “connected things” to “connected intelligence,” where promising network slicing can …

Safeguard network slicing in 5G: A learning augmented optimization approach

X Cheng, Y Wu, G Min, AY Zomaya… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
Network slicing, as a key 5G enabling technology, is promising to support with more
flexibility, agility, and intelligence towards the provisioned services and infrastructure …