A novel dynamic programming inspired algorithm for embedding of virtual networks in future networks

G Kibalya, J Serrat, JL Gorricho, H Yao, P Zhang - Computer Networks, 2020 - Elsevier
… a novel dynamic programming inspired algorithm that efficiently maps virtual requests on
a … a shared infrastructure, we propose a Dynamic Programming-Inspired Algorithm (DyPI-Algo) …

A novel reinforcement learning algorithm for virtual network embedding

H Yao, X Chen, M Li, P Zhang, L Wang - Neurocomputing, 2018 - Elsevier
… of the virtual network embedding process instead of dynamic resource management among
… a novel virtual network embedding based on reinforcement learning. The embedding is …

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
… is virtual network embedding (VNE), known as the resource allocation problem for NV. This
paper conducts a survey of embedding algorithms … for evaluating embedding algorithms are …

Virtual network embedding based on modified genetic algorithm

P Zhang, H Yao, M Li, Y Liu - Peer-to-Peer Networking and Applications, 2019 - Springer
… of link mapping stage is to map the virtual links from VNRs onto the … virtual network embedding
algorithm based on modified genetic algorithm, improved the classical genetic algorithm

Distributed parallel algorithms for online virtual network embedding applications

Q Lu, K Nguyen, C Huang - International Journal of …, 2023 - Wiley Online Library
networks (eg, 5G network and smart Internet of Things [IoT]). Virtual network embedding (VNE)
is the major challenge in NV that allows multiple heterogeneous virtual networks (VNs…

DYVINE: Fitness-based dynamic virtual network embedding in cloud computing

CK Dehury, PK Sahoo - IEEE Journal on Selected Areas in …, 2019 - ieeexplore.ieee.org
… need to be embedded onto a network of thousands of PSs. … virtual networks (VNs), which
may have dynamic resource demands. Existing solutions mainly emphasize on the embedding

Collaborative dynamic virtual network embedding algorithm based on resource importance measures

M Lu, Y Lian, Y Chen, M Li - IEEE Access, 2018 - ieeexplore.ieee.org
network requests (VNRs) onto the substrate … networks, thus reducing the acceptance ratio
of the latter VNRs. To address this problem, we propose a novel collaborative VNE algorithm

On virtual network embedding: Paths and cycles

H Wu, F Zhou, Y Chen, R Zhang - … Transactions on Network …, 2020 - ieeexplore.ieee.org
… ) and it thus can be solved by a dynamic programming algorithm of time complexity O(n|Ps|)
[… network, whose space complexity is |Ps| (not log(|Ps|)), the dynamic programming algorithm

RDAM: A reinforcement learning based dynamic attribute matrix representation for virtual network embedding

H Yao, B Zhang, P Zhang, S Wu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
… Meanwhile, the method training virtual network embedding algorithm by reinforcement …
, we compare RDAM algorithm with three other virtual network embedding algorithms. The …

Automatic virtual network embedding: A deep reinforcement learning approach with graph convolutional networks

Z Yan, J Ge, Y Wu, L Li, T Li - IEEE Journal on Selected Areas …, 2020 - ieeexplore.ieee.org
… , and use a novel neural network structure to handle … algorithm for automatic virtual
network embedding based on deep reinforcement learning. In particular, a novel neural network