Multi-objective virtual network embedding algorithm based on Q-learning and curiosity-driven

M He, L Zhuang, S Tian, G Wang, K Zhang - EURASIP Journal on Wireless …, 2018 - Springer
Network virtualization is a vital technology that helps overcome shortcomings such as
network ossification of the current Internet architecture. However, virtual network embedding …

Nodes clustering and dynamic service balance awareness based virtual network embedding

J Xue, J You, J Wang, F Deng - 2013 IEEE International …, 2013 - ieeexplore.ieee.org
Network virtualization is an important technique to allow multiple customized networks to
cohabit on a shared substrate network. In order to put the network virtualization into practice …

Topology attribute and global resource-driven virtual network embedding algorithm via novel node-ranking approach

H Cao, L Yang - 2017 9th International Conference on Wireless …, 2017 - ieeexplore.ieee.org
Virtual Network Embedding (VNE) problem has been widely considered as an important
challenge in Network Virtualization (NV): how to embed virtual networks onto the shared …

A continuous-decision virtual network embedding scheme relying on reinforcement learning

H Yao, S Ma, J Wang, P Zhang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Network Virtualization (NV) techniques allow multiple virtual network requests to beneficially
share resources on the same substrate network, such as node computational resources and …

A survey of embedding algorithm for virtual network embedding

H Cao, S Wu, Y Hu, Y Liu, L Yang - China Communications, 2019 - ieeexplore.ieee.org
Network virtualization (NV) is pushed forward by its proponents as a crucial attribute of next
generation network, aiming at overcoming the gradual ossification of current networks …

A multiple QoS metrics-aware virtual network embedding algorithm

M Lu, M Li - The Computer Journal, 2024 - academic.oup.com
As a key issue of network virtualisation, virtual network embedding (VNE) aims to embed
multiple virtual network requests (VNRs) from different applications onto the substrate …

Network resource allocation strategy based on deep reinforcement learning

S Zhang, C Wang, J Zhang, Y Duan… - IEEE Open Journal …, 2020 - ieeexplore.ieee.org
The traditional Internet has encountered a bottleneck in allocating network resources for
emerging technology needs. Network virtualization (NV) technology as a future network …

Incorporating energy and load balance into virtual network embedding process

P Zhang - Computer Communications, 2018 - Elsevier
Virtual network embedding has propounded as one of the most important techniques to
address the issue of Internet architecture ossification. Previous studies on virtual network …

Virtual network embedding based on hierarchical cooperative multi-agent reinforcement learning

HK Lim, I Ullah, JB Kim, YH Han - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Virtual network embedding (VNE) is a promising technique enabling 5G networks to satisfy
the given requirements of each service via network virtualization (NV). For better …

Topology based reliable virtual network embedding from a QoE perspective

P Zhang, S Wu, M Wang, H Yao… - China Communications, 2018 - ieeexplore.ieee.org
In the network virtualization environments, one of the most challenges is how to map the
virtual networks (VNs) onto a shared substrate network managed by an infrastructure …