[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 …

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 …

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 …

Data-Driven Network Management for Next-Generation Wireless Networks

C Zhou - 2022 - uwspace.uwaterloo.ca
With the commercialization and maturity of the fifth-generation (5G) wireless networks, the
next-generation wireless network (NGWN) is envisioned to provide seamless connectivity for …

AI-based Robust Resource Allocation in End-to-End Network Slicing under Demand and CSI Uncertainties

A Gharehgoli, A Nouruzi, N Mokari, P Azmi… - arXiv preprint arXiv …, 2022 - arxiv.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 …