Deep reinforcement learning for adaptive network slicing in 5G for intelligent vehicular systems and smart cities

A Nassar, Y Yilmaz - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Intelligent vehicular systems and smart city applications are the fastest growing Internet-of-
Things (IoT) implementations at a compound annual growth rate of 30%. In view of the …

Algorithmics and modeling aspects of network slicing in 5G and beyonds network: Survey

F Debbabi, R Jmal, LC Fourati, A Ksentini - IEEE Access, 2020 - ieeexplore.ieee.org
One of the key goals of future 5G networks is to incorporate many different services into a
single physical network, where each service has its logical network isolated from other …

Intelligent network slicing in V2X networks–A comprehensive review

MS Abood, H Wang, D He, Z Kang… - Journal of Artificial …, 2023 - ojs.istp-press.com
The rise of the Internet of Things and autonomous systems has made connecting vehicles
more critical. Connected autonomous vehicles can create diverse communication networks …

Zero-touch AI-driven distributed management for energy-efficient 6G massive network slicing

H Chergui, L Blanco, LA Garrido, K Ramantas… - Ieee …, 2021 - ieeexplore.ieee.org
Sixth-generation (6G) systems are expected to inaugurate the era of massive and extremely
heterogeneous network slicing, where tenancy would be extended to the final consumer …

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 …

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 …

[图书][B] Network slicing for 5G and beyond networks

SMA Kazmi, LU Khan, NH Tran, CS Hong - 2019 - Springer
Network slicing will play an important role in enhancing the flexibility of the current and
future cellular networks. In network slicing, the physical cellular network is divided into …

Network slicing and softwarization: A survey on principles, enabling technologies, and solutions

I Afolabi, T Taleb, K Samdanis… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
Network slicing has been identified as the backbone of the rapidly evolving 5G technology.
However, as its consolidation and standardization progress, there are no literatures that …

Mosaic5G: Agile and flexible service platforms for 5G research

N Nikaein, CY Chang, K Alexandris - ACM SIGCOMM Computer …, 2018 - dl.acm.org
Network slicing is one of the key enablers to provide the required flexibility and to realize the
service-oriented vision toward fifth generation (5G) mobile networks. In that sense …

Proactive dynamic network slicing with deep learning based short-term traffic prediction for 5G transport network

Q Guo, R Gu, Z Wang, T Zhao, Y Ji, J Kong… - Optical Fiber …, 2019 - opg.optica.org
Proactive Dynamic Network Slicing with Deep Learning Based Short-Term Traffic Prediction
for 5G Transport Network Page 1 W3J.3.pdf OFC 2019 © OSA 2019 Proactive Dynamic …