To deploy new or to deploy more?: an online SFC deployment scheme at network edge
Service function chaining (SFC) dynamically links multiple virtual network functions (VNFs)
to provide flexible and scalable network services for network entities and users …
to provide flexible and scalable network services for network entities and users …
GCN-TD: A learning-based approach for service function chain deployment on the fly
Network function virtualization (NFV) has emerged as a promising paradigm for transforming
network functions from dedicated hardware to software middleboxes, which can …
network functions from dedicated hardware to software middleboxes, which can …
A parallel placement approach for service function chain using deep reinforcement learning
Network Function Virtualization (NFV) enables service flexibility and cost reduction by
replacing traditional hardware middle-boxes with Virtual Network Functions (VNFs) running …
replacing traditional hardware middle-boxes with Virtual Network Functions (VNFs) running …
Drl-sfcp: Adaptive service function chains placement with deep reinforcement learning
Network function virtualization (NFV) is a promising paradigm that network functions can be
deployed on commodity servers instead of dedicated servers to enhance the resource …
deployed on commodity servers instead of dedicated servers to enhance the resource …
Drl-deploy: adaptive service function chains deployment with deep reinforcement learning
X Wei, Y Sheng, L Li, C Zhou - 2021 IEEE Intl Conf on Parallel …, 2021 - ieeexplore.ieee.org
With the development of software-defined networking (SDN) and network function
virtualization (NFV), the service function chain (SFC) has become a popular paradigm for …
virtualization (NFV), the service function chain (SFC) has become a popular paradigm for …
DRL-D: revenue-aware online service function chain deployment via deep reinforcement learning
Network function virtualization (NFV) is a promising paradigm where network functions are
migrated from dedicated hardware appliances onto software middleboxes to promote …
migrated from dedicated hardware appliances onto software middleboxes to promote …
NFVdeep: Adaptive online service function chain deployment with deep reinforcement learning
With the evolution of network function virtualization (NFV), diverse network services can be
flexibly offered as service function chains (SFCs) consisted of different virtual network …
flexibly offered as service function chains (SFCs) consisted of different virtual network …
The intelligent multi‐domain service function chain deployment: Architecture, challenges and solutions
C Zhang, X Wang, A Dong, Y Zhao… - International Journal …, 2021 - Wiley Online Library
Network function virtualization (NFV) technology achieves flexible service deployment by
replacing the middleboxes with virtual network functions (VNFs). In NFV, a set of VNFs are …
replacing the middleboxes with virtual network functions (VNFs). In NFV, a set of VNFs are …
[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) …
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 …
and transforms them into hardware-independent Virtual Network Functions (VNF), is a …