Review and analysis of recent advances in intelligent network softwarization for the Internet of Things

MA Zormati, H Lakhlef, S Ouni - Computer Networks, 2024 - Elsevier
Abstract The Internet of Things (IoT) is an emerging technology that aims to connect
heterogeneous and constrained objects to each other and to the Internet. It has grown …

[HTML][HTML] A dynamic planning model for deploying service functions chain in fog-cloud computing

Y Zhang, F Zhang, S Tong, A Rezaeipanah - Journal of King Saud …, 2022 - Elsevier
Fog computing allows services to be deployed on computing resources at the edge of the
network to address the limitations of centralized cloud systems. However, the adoption of fog …

An in-depth survey on virtualization technologies in 6g integrated terrestrial and non-terrestrial networks

S Ammar, CP Lau, B Shihada - IEEE Open Journal of the …, 2024 - ieeexplore.ieee.org
6G networks are envisioned to deliver a large diversity of applications and meet stringent
Quality of Service (QoS) requirements. Hence, integrated Terrestrial and Non-Terrestrial …

Digital twin-empowered network planning for multi-tier computing

C Zhou, J Gao, M Li, XS Shen… - … of Communications and …, 2022 - ieeexplore.ieee.org
In this paper, we design a resource management scheme to support stateful applications,
which will be prevalent in sixth generation (6G) networks. Different from stateless …

AI-based resource allocation in end-to-end network slicing under demand and CSI uncertainties

A Gharehgoli, A Nouruzi, N Mokari… - … on Network and …, 2023 - ieeexplore.ieee.org
Network slicing (NwS) is one of the main technologies in the fifth-generation of mobile
communication and beyond (5G+). One of the important challenges in the NwS is …

RQAP: Resource and QoS Aware Placement of Service Function Chains in NFV-enabled Networks

H Huang, J Tian, H Yin, G Min, D Wu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Network Functions Virtualization (NFV), which decouples network functions from the
underlying hardware, has been regarded as an emerging paradigm to provide flexible …

A reinforcement learning approach for virtual network function chaining and sharing in softwarized networks

G KIbalya, J Serrat-Fernández… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Cognizant of the ease with which softwarized functions can be dynamically scaled according
to real time resource requirements, and the fact that multiple services can have common …

Fault Tolerance Oriented SFC Optimization in SDN/NFV-enabled Cloud Environment Based on Deep Reinforcement Learning

J Chen, J Chen, K Guo, R Hu, T Zou… - … on Cloud Computing, 2024 - ieeexplore.ieee.org
In software defined network/network function virtualization (SDN/NFV)-enabled cloud
environment, cloud services can be implemented as service function chains (SFCs), which …

[HTML][HTML] An online cost minimization of the slice broker based on deep reinforcement learning

A Gohar, G Nencioni - Computer Networks, 2024 - Elsevier
The fifth generation of mobile networks can provide differentiated services enabled by
network slicing and multi-access edge computing. A new business actor, called Slice Broker …

An Overview of Machine Learning-Enabled Network Softwarization for the Internet of Things

MA Zormati, H Lakhlef - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) has evolved from a novel technology to an integral part of our
everyday lives. It encompasses a multitude of heterogeneous devices that collect valuable …