Recent advances of resource allocation in network function virtualization
Network Function Virtualization (NFV) has been emerging as an appealing solution that
transforms complex network functions from dedicated hardware implementations to software …
transforms complex network functions from dedicated hardware implementations to software …
Vnf and cnf placement in 5g: Recent advances and future trends
With the growing demand for openness, scalability, and granularity, mobile network function
virtualization (NFV) has emerged as a key enabler for the most of mobile network operators …
virtualization (NFV) has emerged as a key enabler for the most of mobile network operators …
FH-ACO: Fuzzy heuristic-based ant colony optimization for joint virtual network function placement and routing
M Shokouhifar - Applied Soft Computing, 2021 - Elsevier
Network function virtualization (NFV) is a new networking paradigm, which replaces the
specific-purpose hardware appliances with software virtualization to perform network …
specific-purpose hardware appliances with software virtualization to perform network …
[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 …
network to address the limitations of centralized cloud systems. However, the adoption of fog …
Age of information aware VNF scheduling in industrial IoT using deep reinforcement learning
In delay-sensitive industrial Internet of Things (IIoT) applications, the age of information (AoI)
is employed to characterize the freshness of information. Meanwhile, the emerging network …
is employed to characterize the freshness of information. Meanwhile, the emerging network …
Scalable orchestration of service function chains in NFV-enabled networks: A federated reinforcement learning approach
Network function virtualization (NFV) is critical to the scalability and flexibility of various
network services in the form of service function chains (SFCs), which refer to a set of Virtual …
network services in the form of service function chains (SFCs), which refer to a set of Virtual …
A survey on the placement of virtual network functions
The dependence of traditional network functions (NFs) on special hardware results in high
capital expenditures (CAPEX) and operating expenditures (OPEX). Network Function …
capital expenditures (CAPEX) and operating expenditures (OPEX). Network Function …
Virtualized network function forwarding graph placing in SDN and NFV-enabled IoT networks: A graph neural network assisted deep reinforcement learning method
Y Xie, L Huang, Y Kong, S Wang, S Xu… - … on Network and …, 2021 - ieeexplore.ieee.org
With an ambitious increase in the number of Internet of Things (IoT) terminals, IoT networks
face a huge challenge which is providing diverse and complex network services with …
face a huge challenge which is providing diverse and complex network services with …
DDQP: A double deep Q-learning approach to online fault-tolerant SFC placement
L Wang, W Mao, J Zhao, Y Xu - IEEE Transactions on Network …, 2021 - ieeexplore.ieee.org
Since Network Function Virtualization (NFV) decouples network functions (NFs) from the
underlying dedicated hardware and realizes them in the form of software called Virtual …
underlying dedicated hardware and realizes them in the form of software called Virtual …
基于深度强化学习的组合优化研究进展
李凯文， 张涛， 王锐， 覃伟健， 贺惠晖， 黄鸿 - 自动化学报, 2021 - aas.net.cn
组合优化问题广泛存在于国防, 交通, 工业, 生活等各个领域, 几十年来, 传统运筹优化方法是解决
组合优化问题的主要手段, 但随着实际应用中问题规模的不断扩大, 求解实时性的要求越来越高 …
组合优化问题的主要手段, 但随着实际应用中问题规模的不断扩大, 求解实时性的要求越来越高 …