Towards latency optimization in hybrid service function chain composition and embedding

D Zheng, C Peng, X Liao, L Tian… - IEEE INFOCOM 2020 …, 2020 - ieeexplore.ieee.org
In Network Function Virtualization (NFV), to satisfy the Service Functions (SFs) requested by
a customer, service providers will composite a Service Function Chain (SFC) and embed it …

Software-defined network function virtualization: A survey

Y Li, M Chen - IEEE Access, 2015 - ieeexplore.ieee.org
Diverse proprietary network appliances increase both the capital and operational expense
of service providers, meanwhile causing problems of network ossification. Network function …

Service Function Chain Deployment Using Deep Q Learning and Tidal Mechanism

J Xu, X Cao, Q Duan, S Li - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
With the rapid development of software-defined networking/network function virtualization
(NFV) technologies, service function chaining (SFC) has become a key enabler for end-to …

DRL-D: revenue-aware online service function chain deployment via deep reinforcement learning

Q Fan, P Pan, X Li, S Wang, J Li… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Network function virtualization (NFV) is a promising paradigm where network functions are
migrated from dedicated hardware appliances onto software middleboxes to promote …

Scalable orchestration of service function chains in NFV-enabled networks: A federated reinforcement learning approach

H Huang, C Zeng, Y Zhao, G Min, Y Zhu… - IEEE Journal on …, 2021 - ieeexplore.ieee.org
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 …

On application-aware and on-demand service composition in heterogenous NFV environments

L Dong, K Han, L Liang, B Niu… - 2019 IEEE Global …, 2019 - ieeexplore.ieee.org
In this work, we try to further enhance the flexibility and cost-effectiveness of network function
virtualization (NFV) by considering virtual network function service chaining (vNF-SC) in a …

Energy-efficient VNF deployment for graph-structured SFC based on graph neural network and constrained deep reinforcement learning

QI Siyu, LI Shuopeng, LIN Shaofu… - 2021 22nd Asia …, 2021 - ieeexplore.ieee.org
Network Function Virtualization (NFV), which decouples network functions from hardware
and transforms them into hardware-independent Virtual Network Functions (VNF), is a …

Low-latency and resource-efficient service function chaining orchestration in network function virtualization

G Sun, Z Xu, H Yu, X Chen, V Chang… - IEEE Internet of …, 2019 - ieeexplore.ieee.org
Recently, network function virtualization (NFV) has been proposed to solve the dilemma
faced by traditional networks and to improve network performance through hardware and …

A novel SDN-based architecture and traffic steering method for service function chaining

H Hantouti, N Benamar - … on Selected Topics in Mobile and …, 2018 - ieeexplore.ieee.org
Complex services composed of middleboxes are mainly used to meet the requirements of
advanced services such as security services, monitoring systems, and personalized …

Joint optimization of service chain graph design and mapping in NFV-enabled networks

Y He, X Zhang, Z Xia, Y Liu, K Sood, S Yu - Computer Networks, 2022 - Elsevier
Abstract Network Function Virtualization (NFV) is an emerging approach to serve diverse
demands of network services by decoupling network functions and dedicated network …