AI-based resource provisioning of IoE services in 6G: A deep reinforcement learning approach
Currently, researchers have motivated a vision of 6G for empowering the new generation of
the Internet of Everything (IoE) services that are not supported by 5G. In the context of 6G …
the Internet of Everything (IoE) services that are not supported by 5G. In the context of 6G …
From cloud RAN to open RAN
This paper presents the generic definitions, basic functionalities and current research trends
in Cloud Radio Access Networks and its derivatives, Virtual Radio Access Networks and …
in Cloud Radio Access Networks and its derivatives, Virtual Radio Access Networks and …
A comprehensive evaluation of software-defined radio performance in virtualized environments for radio access networks
GMG Bezerra, NR de Oliveira, TN Ferreira… - Annals of …, 2024 - Springer
Abstract Fifth-generation (5G) mobile networks offer flexibility to address various emerging
use cases. Radio virtualization enhances flexibility by enabling multiple heterogeneous …
use cases. Radio virtualization enhances flexibility by enabling multiple heterogeneous …
[PDF][PDF] Intelligent scaling for 6G IoE services for resource provisioning
A Alharbi, H Alyami, M Poongodi, HT Rauf… - PeerJ Computer …, 2021 - peerj.com
The proposed research motivates the 6G cellular networking for the Internet of Everything's
(IoE) usage empowerment that is currently not compatible with 5G. For 6G, more innovative …
(IoE) usage empowerment that is currently not compatible with 5G. For 6G, more innovative …
Artificial Intelligence for network function autoscaling in a cloud-native 5G network
Abstract 5G Core Network (CN) has been designed for operating in a cloud-native manner,
dynamically managed and micro-services oriented. This has been widely accepted in …
dynamically managed and micro-services oriented. This has been widely accepted in …
Privacy-aware task offloading via two-timescale reinforcement learning
J Dong, D Geng, X He - 2020 IEEE/CIC International …, 2020 - ieeexplore.ieee.org
Mobile-edge computing (MEC) enables low-latency computing services by by deploying the
computing resources at the logical edge of the network and allowing mobile users to …
computing resources at the logical edge of the network and allowing mobile users to …
Assessing software-defined radio security and performance in virtualized environments for cloud radio access networks
GMG Bezerra, TN Ferreira… - 2022 6th Cyber Security …, 2022 - ieeexplore.ieee.org
Fifth-generation (5G) mobile networks must be flexible to meet its variety of emerging use
cases. In this context, radio virtualization is promising since it enables multiple hetero …
cases. In this context, radio virtualization is promising since it enables multiple hetero …
Convergent network architecture of 5G and MEC
Multiaccess edge computing (MEC) is creating a technology impact in distributing the
computation to the edge of the radio access network (RAN). The MEC offers large …
computation to the edge of the radio access network (RAN). The MEC offers large …
End-to-end network slicing for flash crowds
End-to-end network slicing is a novel concept based on virtualization and softwarization
technology that can efficiently address the problems of legacy networks. It can leverage …
technology that can efficiently address the problems of legacy networks. It can leverage …
[HTML][HTML] Admission control optimisation for QoS and QoE enhancement in future networks
A Perveen - 2022 - open-access.bcu.ac.uk
Recent exponential growth in demand for traffic heterogeneity support and the number of
associated devices has considerably increased demand for network resources and induced …
associated devices has considerably increased demand for network resources and induced …