On the road to 6G: Visions, requirements, key technologies and testbeds

CX Wang, X You, X Gao, X Zhu, Z Li… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Fifth generation (5G) mobile communication systems have entered the stage of commercial
development, providing users with new services and improved user experiences as well as …

Private 5G networks: Concepts, architectures, and research landscape

M Wen, Q Li, KJ Kim, D López-Pérez… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
A private fifth generation (5G) network is a dedicated 5G network with enhanced
communication characteristics, unified connectivity, optimized services, and customized …

[HTML][HTML] Deep reinforcement learning for resource management on network slicing: A survey

JA Hurtado Sánchez, K Casilimas… - Sensors, 2022 - mdpi.com
Network Slicing and Deep Reinforcement Learning (DRL) are vital enablers for achieving
5G and 6G networks. A 5G/6G network can comprise various network slices from unique or …

[HTML][HTML] 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 …

An overview of interslice and intraslice resource allocation in B5G telecommunication networks

F Debbabi, R Jmal, LC Fourati… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
We are now in the first phase of the Fifth Generation (5G) network, and its full potential is still
a long way to reach. Network operators and manufacturers are preparing to release new 5G …

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 …

Comprehensive analysis of network slicing for the developing commercial needs and networking challenges

S Zahoor, I Ahmad, MTB Othman, A Mamoon… - Sensors, 2022 - mdpi.com
Network slicing (NS) is one of the most prominent next-generation wireless cellular
technology use cases, promising to unlock the core benefits of 5G network architecture by …

Probabilistic-forecasting-based admission control for network slicing in software-defined networks

W Jiang, Y Zhan, G Zeng, J Lu - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
Network slicing is one the key features of software-defined networks (SDNs) and can be
used in next-generation communication networks. Admission control of network slices is the …

Design and analysis of dynamic block-setup reservation algorithm for 5G network slicing

CY Hsieh, T Phung-Duc, Y Ren… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In 5G, network functions can be scaled out/in dynamically to adjust the capacity for network
slices. The scale-out/-in procedure, namely autoscaling, enhances performance by scaling …

Machine learning in network slicing-a survey

HP Phyu, D Naboulsi, R Stanica - IEEE Access, 2023 - ieeexplore.ieee.org
5G and beyond networks are expected to support a wide range of services, with highly
diverse requirements. Yet, the traditional “one-size-fits-all” network architecture lacks the …