Multi-resource allocation for network slicing under service level agreements

F Fossati, S Moretti, S Secci - … on Networks of the Future (NoF), 2019 - ieeexplore.ieee.org
Network slicing in 5G aims to provide an end-to-end partition of the physical network that is
optimized for the service it has to supply. Each slice needs to fulfill a Service Level …

Network slicing meets artificial intelligence: An AI-based framework for slice management

D Bega, M Gramaglia… - IEEE …, 2020 - ieeexplore.ieee.org
Network slicing is an emerging paradigm in mobile networks that leverages NFV to enable
the instantiation of multiple virtual networks-named slices-over the same physical network …

LTE wireless network virtualization: Dynamic slicing via flexible scheduling

MI Kamel, LB Le, A Girard - 2014 IEEE 80th Vehicular …, 2014 - ieeexplore.ieee.org
The successful virtualization of wireless access networks is strongly affected by the way in
which radio resources are managed. The Infrastructure Provider (InP) is required to deploy …

Deep reinforcement learning for resource management in network slicing

R Li, Z Zhao, Q Sun, I Chih-Lin, C Yang, X Chen… - IEEE …, 2018 - ieeexplore.ieee.org
Network slicing is born as an emerging business to operators by allowing them to sell the
customized slices to various tenants at different prices. In order to provide better-performing …

A profit-maximizing strategy of network resource management for 5G tenant slices

B Han, D Feng, L Ji, HD Schotten - arXiv preprint arXiv:1709.09229, 2017 - arxiv.org
Supported by the emerging technologies of Network Function Virtualization (NFV) and
network slicing, 5G networks allow tenants to rent resources from mobile network operators …

Regression-based K nearest neighbours for resource allocation in network slicing

D Yan, X Yang, L Cuthbert - 2022 Wireless …, 2022 - ieeexplore.ieee.org
Network slicing is necessary for modern mobile networks to provide flexible service in areas
like smart cities, where there are diverse application requirements as well as growth in …

Latency-optimal virtual network functions resource allocation for 5g backhaul transport network slicing

W Li, Y Zi, L Feng, F Zhou, P Yu, X Qiu - Applied Sciences, 2019 - mdpi.com
The concept of network slicing (NS) has been proposed for flexible resource provisioning
where a physical resource is partitioned into logically independent networks on demand …

Optimal virtual network function deployment for 5G network slicing in a hybrid cloud infrastructure

A De Domenico, YF Liu, W Yu - IEEE Transactions on Wireless …, 2020 - ieeexplore.ieee.org
Network virtualization is a key enabler for 5G systems to support the expected use cases of
vertical markets. In this context, we study the joint optimal deployment of Virtual Network …

The increasing of resource sharing efficiency in network slicing implementation

MS Stepanov, SN Stepanov, U Andrabi… - … on Distributed Computer …, 2021 - Springer
Network slicing has wide range of applications in resource sharing especially for creating
differentiated servicing scenarios for heterogeneous traffic environments supported by 5G …

Optimal and fast real-time resource slicing with deep dueling neural networks

N Van Huynh, DT Hoang, DN Nguyen… - IEEE Journal on …, 2019 - ieeexplore.ieee.org
Effective network slicing requires an infrastructure/network provider to deal with the
uncertain demands and real-time dynamics of the network resource requests. Another …