From 5G to 6G technology: meets energy, internet-of-things and machine learning: a survey

MN Mahdi, AR Ahmad, QS Qassim, H Natiq… - Applied Sciences, 2021 - mdpi.com
Due to the rapid development of the fifth-generation (5G) applications, and increased
demand for even faster communication networks, we expected to witness the birth of a new …

Resource allocation for network slicing in dynamic multi-tenant networks: A deep reinforcement learning approach

Y Xie, Y Kong, L Huang, S Wang, S Xu, X Wang… - Computer …, 2022 - Elsevier
To support the wide range of 5G use cases in a cost-efficient way, network slicing has been
considered a promising solution, which makes it possible to serve multiple customized and …

A survey of mobility management as a service in real-time inter/intra slice control

NA Mohammedali, T Kanakis, MO Agyeman… - IEEE …, 2021 - ieeexplore.ieee.org
In-network softwarization, Network Slicing provides scalability and flexibility through various
services such as Quality of Service (QoS) and Quality of Experience (QoE) to cover the …

Experimental evaluation of downlink scheduling algorithms using openairinterface

RM Ursu, A Papa, W Kellerer - 2022 IEEE Wireless …, 2022 - ieeexplore.ieee.org
Programmability and softwarization advocate the emerging era of open-source platforms,
which embraced by both industry and academia is foreseen as a vital pillar in the …

Mapping network performance to radio resources

A Oliveira, T Vazão - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Network slicing allows flexible and automatic provisioning of resources to satisfy
contractually defined Key Performance Indicator (KPI) targets. When admitting new slices …

Flexible RAN slicing for mobile wireless networks

A Oliveira, T Vazão - Journal of Network and Systems Management, 2022 - Springer
Enforcing network slice isolation in 5G Radio Access Networks (RANs) can degrade a
network slicing solution's ability to efficiently support different types of traffic. In addition …

A deep map from performance to resources-intelligent resource allocation for network slicing

A Oliveira, T Vazão - … on Computer Aided Modeling and Design …, 2021 - ieeexplore.ieee.org
Network slicing allows flexible and automatic provisioning of resources to satisfy
contractually defined Key Performance Indicator (KPI) targets. When admitting new slices …