[HTML][HTML] 5G network slicing using SDN and NFV: A survey of taxonomy, architectures and future challenges

AA Barakabitze, A Ahmad, R Mijumbi, A Hines - Computer Networks, 2020 - Elsevier
The increasing consumption of multimedia services and the demand of high-quality services
from customers has triggered a fundamental change in how we administer networks in terms …

Artificial intelligence-empowered resource management for future wireless communications: A survey

M Lin, Y Zhao - China Communications, 2020 - ieeexplore.ieee.org
How to explore and exploit the full potential of artificial intelligence (AI) technologies in future
wireless communications such as beyond 5G (B5G) and 6G is an extremely hot inter …

[PDF][PDF] 6G vision: An ultra-flexible perspective

A Yazar, S Dogan-Tusha, H Arslan - ITU Journal on Future and Evolving …, 2020 - itu.int
The upcoming sixth generation (6G) communications systems are expected to support an
unprecedented variety of applications, pervading every aspect of human life. It is clearly not …

Latency-aware dynamic resource allocation scheme for multi-tier 5G network: A network slicing-multitenancy scenario

SO Oladejo, OE Falowo - IEEE Access, 2020 - ieeexplore.ieee.org
In 5G slice networks, the multi-tenant, multi-tier heterogeneous network will be critical in
meeting the quality of service (QoS) requirement of the different slice use cases and in …

Interference minimization in 5G physical-layer network slicing

M Zambianco, G Verticale - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The interference resulting from densification of access points and the coexistence of different
numerologies within the same spectrum severely hinders inter-slice isolation. We propose a …

Heuristic resource allocation algorithm for controller placement in multi-control 5G based on SDN/NFV architecture

AAZ Ibrahim, F Hashim, NK Noordin, A Sali… - IEEE …, 2020 - ieeexplore.ieee.org
The integration of Software Defined Networking (SDN) and Network Function Virtualization
(NFV) is considered to be an efficient solution that enables the forecasting of highly scalable …

Machine learning for network slicing resource management: A comprehensive survey

B Han, HD Schotten - arXiv preprint arXiv:2001.07974, 2020 - arxiv.org
The emerging technology of multi-tenancy network slicing is considered as an essential
feature of 5G cellular networks. It provides network slices as a new type of public cloud …

Multiservice-based network slicing orchestration with impatient tenants

B Han, V Sciancalepore, X Costa-Pérez… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
The combination of recent emerging technologies such as network function virtualization
(NFV) and network programmability (SDN) gave birth to the novel Network Slicing paradigm …

Slice reconfiguration based on demand prediction with dueling deep reinforcement learning

W Guan, H Zhang, VCM Leung - GLOBECOM 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
Network slicing is capable of satisfying differentiated service demands of vertical industries
by tailoring a common infrastructure to multiple logical networks which are isolated …

Radio access network slicing strategies at spectrum planning level in 5G and beyond

J Navarro-Ortiz, O Sallent, J Pérez-Romero - IEEE access, 2020 - ieeexplore.ieee.org
The new fifth generation (5G) era has transformed previous mobile generations into fast,
smart networks that will be more responsive and customizable. With network slicing, 5G …