A Q-learning-based approach for virtual network embedding in data center

Y Yuan, Z Tian, C Wang, F Zheng, Y Lv - Neural Computing and …, 2020 - Springer
Virtual network embedding (VNE) refers to allocating reasonable substrate network
resources for virtual network (VN) requests that include computing resources and network …

MUVINE: Multi-stage virtual network embedding in cloud data centers using reinforcement learning-based predictions

HK Thakkar, CK Dehury… - IEEE Journal on Selected …, 2020 - ieeexplore.ieee.org
The recent advances in virtualization technology have enabled the sharing of computing
and networking resources of cloud data centers among multiple users. Virtual Network …

Topology-oriented virtual network embedding approach for data centers

Y Yuan, C Wang, S Peng, K Sood - IEEE access, 2018 - ieeexplore.ieee.org
Currently, data centers have become an attractive candidate for users that require IT
resources in the form of virtual networks to run their applications. Optimal mapping of the …

Presto: Towards efficient online virtual network embedding in virtualized cloud data centers

T Wang, M Hamdi - Computer Networks, 2016 - Elsevier
As an efficient solution to diversify the future Internet for resource sharing in data centers, the
network virtualization enables seamless integration of network experiments, services and …

Failure aware semi-centralized virtual network embedding in cloud computing fat-tree data center networks

CK Dehury, PK Sahoo - IEEE Transactions on Cloud …, 2020 - ieeexplore.ieee.org
In Cloud Computing, the tenants opting for the Infrastructure as a Service (IaaS) send the
resource requirements to the Cloud Service Provider (CSP) in the form of Virtual Network …

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 markov reward based resource-latency aware heuristic for the virtual network embedding problem

F Bianchi, F Lo Presti - ACM SIGMETRICS Performance Evaluation …, 2017 - dl.acm.org
An ever increasing use of virtualization in various emerging scenarios, eg: Cloud
Computing, Software Defined Networks, Data Streaming Processing, asks Infrastructure …

Topology-aware virtual network embedding through the degree

M Feng, L Zhang, X Zhu, J Wang, Q Qi, J Liao - 2013 - IET
As a promising technology, Network Virtualization plays a vital role in Cloud Computing and
Data Center Networks by allowing multiple heterogeneous virtual networks to run …

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 …

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 …