Recent advances in blockchain and artificial intelligence integration: Feasibility analysis, research issues, applications, challenges, and future work

Z Zhang, X Song, L Liu, J Yin… - Security and …, 2021 - Wiley Online Library
Blockchain constructs a distributed point‐to‐point system, which is a secure and verifiable
mechanism for decentralized transaction validation and is widely used in financial economy …

Novel node-ranking approach and multiple topology attributes-based embedding algorithm for single-domain virtual network embedding

H Cao, L Yang, H Zhu - IEEE Internet of Things Journal, 2017 - ieeexplore.ieee.org
Network virtualization (NV) is a promising approach to remove the ossification of current
Internet. Virtual network embedding (VNE) is the key issue in NV which efficiently 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 …

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

CK Dehury, PK Sahoo - IEEE Journal on Selected Areas in …, 2019 - ieeexplore.ieee.org
Virtual network embedding (VNE) is the process of embedding the set of interconnected
virtual machines onto the set of interconnected physical servers (PSs) in the cloud …

On virtual resource allocation of heterogeneous networks in virtualization environment: A service oriented perspective

H Cao, A Xiao, Y Hu, P Zhang, S Wu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Nowadays, heterogeneous networks (HetNets) aims at achieving a huge amount of data
rates and implementing customized service demands. Virtualization technology is the most …

Node ranking strategy in virtual network embedding: An overview

S Wu, H Yin, H Cao, L Yang, H Zhu - China Communications, 2021 - ieeexplore.ieee.org
Network virtualization (NV) is a highprofile way to solve the ossification problem of the
nowadays Internet, and be able to support the diversified network naturally. In NV, Virtual …

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. For better performance of …

QoS satisfaction aware and network reconfiguration enabled resource allocation for virtual network embedding in fiber-wireless access network

P Han, Y Liu, L Guo - Computer Networks, 2018 - Elsevier
Network virtualization emerges as a revolutionary transformation for network operation
pattern, which potentially benefits Fiber-Wireless (FiWi) access network by overcoming the …

A deep reinforcement learning-based algorithm for reliability-aware multi-domain service deployment in smart ecosystems

G Kibalya, J Serrat, JL Gorricho, D Okello… - Neural Computing and …, 2023 - Springer
The transition towards full network virtualization will see services for smart ecosystems
including smart metering, healthcare and transportation among others, being deployed as …

Resource fragmentation-aware embedding in dynamic network virtualization environments

H Lu, F Zhang - IEEE Transactions on Network and Service …, 2022 - ieeexplore.ieee.org
In network virtualization environments, with random arrival and departure of virtual network
requests, there exist some resources (ie, link resources and node resources) isolated from …