DTN-assisted dynamic cooperative slicing for delay-sensitive service in MEC-enabled IoT via deep deterministic policy gradient with variable action

L Li, L Tang, Q Liu, Y Wang, X He… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Network slicing (NS) provides customized services to users of the Internet of Things (IoT) by
creating logical virtual networks, and NS combined with multiaccess edge computing (MEC) …

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 …

Transfer reinforcement learning aided distributed network slicing optimization in industrial IoT

T Mai, H Yao, N Zhang, W He, D Guo… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
With the growth of the number of Internet of Things (IoT) devices and the emergence of new
applications, satisfying distinct QoS in the same physical network becomes more …

Extending Slices into Data Centers: the VIM on-demand model

S Clayman, F Tusa, A Galis - … Conference on the Network of the …, 2018 - ieeexplore.ieee.org
This paper explores some of the mechanisms, components, and abstractions that can be
utilized in order to encompass network slicing into a bigger picture for NFV delivery. In …

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 …

Automatic network slicing for IoT in smart city

F Zhou, P Yu, L Feng, X Qiu, Z Wang… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
Internet of things (IoT) in smart city consists of a diversity of public utility and vertical industry
services with extremely different performance requirements. As a key technology of 5G …

Network slicing in virtualized 5G Core with VNF sharing

AJ Zharabad, S Yousefi, T Kunz - Journal of Network and Computer …, 2023 - Elsevier
Through multiplexing separate virtual networks on the same network infrastructure, network
slicing will lead to customization, scalability, flexibility, and isolation of services in different …

Digital-twin-assisted resource allocation for network slicing in industry 4.0 and beyond using distributed deep reinforcement learning

L Tang, Y Du, Q Liu, J Li, S Li… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Personalization is one of the primary emerging trends in Industry 4.0 and Beyond. Highly
personalized services will present a significant challenge to the existing algorithms for …

A Short Review on the Dynamic Slice Management in Software-Defined Network Virtualization

MK Hassan, SHS Ariffin, SK Syed-Yusof… - … , Technology & Applied …, 2023 - etasr.com
Abstract Software-Defined Network (SDN) is a contemporary networking technology that
offers enhanced network flexibility and streamlines network management processes. Virtual …

Dynamic resource allocation for network slicing with multi-tenants in 5G two-tier networks

JY Lin, PH Chou, RH Hwang - Sensors, 2023 - mdpi.com
Virtualization is a core 5G network technology which helps telecom companies significantly
reduce capital expenditure and operating expenses by deploying multiple services on the …