Forecast-assisted service function chain dynamic deployment for SDN/NFV-enabled cloud management systems
J Zhang, Y Liu, Z Li, Y Lu - IEEE Systems Journal, 2023 - ieeexplore.ieee.org
Software-defined network (SDN) and network function virtualization (NFV) are
acknowledged as the most promising technologies to effectively allocate resource for …
acknowledged as the most promising technologies to effectively allocate resource for …
[HTML][HTML] Edge intelligence for service function chain deployment in NFV-enabled networks
MA Khoshkholghi, T Mahmoodi - Computer Networks, 2022 - Elsevier
With evolution of network function virtualization (NFV), network services can be provided as
service function chains (SCs), each consisting of multiple virtual network functions (VNFs) …
service function chains (SCs), each consisting of multiple virtual network functions (VNFs) …
Two-phase virtual network function selection and chaining algorithm based on deep learning in SDN/NFV-enabled networks
With the advances of Software-Defined Networks (SDN) and Network Function Virtualization
(NFV), Service Function Chain (SFC) has been becoming a popular paradigm to carry and …
(NFV), Service Function Chain (SFC) has been becoming a popular paradigm to carry and …
Virtual network function selection and chaining based on deep learning in SDN and NFV-enabled networks
J Pei, P Hong, D Li - 2018 IEEE International Conference on …, 2018 - ieeexplore.ieee.org
Software-Defined Network (SDN) and Network Function Virtualization (NFV) make Service
Function Chain (SFC) become a popular service paradigm. For an SFC Request (SFCR) …
Function Chain (SFC) become a popular service paradigm. For an SFC Request (SFCR) …
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 …
Optimal resource allocation in sdn/nfv-enabled networks via deep reinforcement learning
Software-Defined Networking (SDN) and Network Functions Virtualization (NFV) are two
emerging paradigms that enable the feasible and scalable deployment of Virtual Network …
emerging paradigms that enable the feasible and scalable deployment of Virtual Network …
Adaptive VNF scaling and flow routing with proactive demand prediction
With the evolution of Network Function Virtual-izaiton (NFV), enterprises are increasingly
outsourcing their network functions to the cloud. However, using virtualized network …
outsourcing their network functions to the cloud. However, using virtualized network …
Machine learning-based method for prediction of virtual network function resource demands
Software-Defined Networking (SDN) and Network Function Virtualization (NFV) are
paradigms that help administrators to manage dynamic networks. While SDN allows …
paradigms that help administrators to manage dynamic networks. While SDN allows …
Dynamic service function chain embedding for NFV-enabled IoT: A deep reinforcement learning approach
The Internet of things (IoT) is becoming more and more flexible and economical with the
advancement in information and communication technologies. However, IoT networks will …
advancement in information and communication technologies. However, IoT networks will …
Service function chain embedding for NFV-enabled IoT based on deep reinforcement learning
It is challenging to efficiently manage different resources in the IoT. Recently, Network
function virtualization has attracted attention because of its prospect to achieve efficient …
function virtualization has attracted attention because of its prospect to achieve efficient …