Green virtual network embedding with supervised self-organizing map

A Jahani, LM Khanli, MT Hagh, MA Badamchizadeh - Neurocomputing, 2019 - Elsevier
Virtualization in the data center network is used to overcome the resistance of Internet
ossification. Node mapping in virtual network embedding (VNE) process is more important …

Energy-efficient virtual network embedding in networks for cloud computing

XW Zheng, B Hu, DJ Lu, ZH Chen… - International Journal of …, 2017 - inderscienceonline.com
Cloud computing is based on several service models such as Network as a Service (NaaS),
Software as a Service (SaaS), Platform as a Service (PaaS), and Infrastructure as a Service …

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 …

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 network embedding based on the degree and clustering coefficient information

P Zhang, H Yao, Y Liu - IEEE Access, 2016 - ieeexplore.ieee.org
The issue of virtual network (VN) embedding constitutes an important aspect of network
virtualization, which is considered to be one of the most crucial techniques to overcome the …

Towards robust green virtual cloud data center provisioning

Y Yang, X Chang, J Liu, L Li - IEEE Transactions on Cloud …, 2015 - ieeexplore.ieee.org
Cloud data center (CDC) network virtualization is being regarded as a promising technology
to provide performance guarantee for cloud computing applications. One critical issue in …

Memetic multi-objective particle swarm optimization-based energy-aware virtual network embedding

AA Shahin - arXiv preprint arXiv:1504.06855, 2015 - arxiv.org
In cloud infrastructure, accommodating multiple virtual networks on a single physical
network reduces power consumed by physical resources and minimizes cost of operating …

Toward efficient dynamic virtual network embedding strategy for cloud networks

DL Nguyen, H Byun, N Kim… - International Journal of …, 2018 - journals.sagepub.com
Network virtualization is one of the most promising technologies for future networking and
considered as a critical information technology resource that connects distributed, virtualized …

Live: learning and inference for virtual network embedding

J Liao, M Feng, S Qing, T Li, J Wang - Journal of Network and Systems …, 2016 - Springer
Network virtualization provides a promising tool for next-generation network management by
allowing multiple heterogeneous virtual networks to run on a shared substrate network. A …

VNE-TD: A virtual network embedding algorithm based on temporal-difference learning

S Wang, J Bi, J Wu, AV Vasilakos, Q Fan - Computer Networks, 2019 - Elsevier
Recently, network virtualization is considered as a promising solution for the future Internet
which can help to overcome the resistance of the current Internet to fundamental changes …