Online fault-tolerant VNF chain placement: A deep reinforcement learning approach
W Mao, L Wang, J Zhao, Y Xu - 2020 IFIP Networking …, 2020 - 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 …
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 …
Deep reinforcement learning algorithm for latency-oriented IIoT resource orchestration
Due to geographical factors and resource constraints, the traditional Internet architecture
cannot meet the needs of the space–air–ground-integrated network (SAGIN) resource layout …
cannot meet the needs of the space–air–ground-integrated network (SAGIN) resource layout …
VNF placement optimization at the edge and cloud
Network Function Virtualization (NFV) has revolutionized the way network services are
offered to end users. Individual network functions are decoupled from expensive and …
offered to end users. Individual network functions are decoupled from expensive and …
High availability deployment of virtual network function forwarding graph in cloud computing environments
MA Abdelaal, GA Ebrahim, WR Anis - IEEE Access, 2021 - ieeexplore.ieee.org
Network Function Virtualization (NFV) stands out quickly as a promising innovation in
telecommunication networks. It leverages the concept of cloud technology and virtualization …
telecommunication networks. It leverages the concept of cloud technology and virtualization …
An energy-driven network function virtualization for multi-domain software defined networks
Network Functions Virtualization (NFV) in Software Defined Networks (SDN) emerged as a
new technology for creating virtual instances for smooth execution of multiple applications …
new technology for creating virtual instances for smooth execution of multiple applications …
A dynamic and collaborative multi-layer virtual network embedding algorithm in SDN based on reinforcement learning
M Lu, Y Gu, D Xie - IEEE Transactions on Network and Service …, 2020 - ieeexplore.ieee.org
Most of existing virtual network embedding (VNE) algorithms only consider how to construct
virtual networks more efficiently on a physical infrastructure, without considering the …
virtual networks more efficiently on a physical infrastructure, without considering the …
Virtual network function placement and resource optimization in NFV and edge computing enabled networks
Network function virtualization (NFV) and edge computing (EC) are two promising and
innovative technologies to accelerate 5G networks. However, placing the service function …
innovative technologies to accelerate 5G networks. However, placing the service function …
An efficient energy cost and mapping revenue strategy for interdomain NFV-enabled networks
H Cao, S Wu, Y Hu, RS Mann, Y Liu… - IEEE Internet of …, 2019 - ieeexplore.ieee.org
Future network based on software-defined networking (SDN) and network function
virtualization (NFV) technologies is the main evolution tendency of current Internet, enabling …
virtualization (NFV) technologies is the main evolution tendency of current Internet, enabling …
DeepNFV: A lightweight framework for intelligent edge network functions virtualization
Traditional Network Functions Virtualization (NFV) implementations are somehow too heavy
and do not have enough functionality to conduct complex tasks. In this work, we propose a …
and do not have enough functionality to conduct complex tasks. In this work, we propose a …