Design and evaluation of learning algorithms for dynamic resource management in virtual networks

R Mijumbi, JL Gorricho, J Serrat… - 2014 IEEE network …, 2014 - ieeexplore.ieee.org
Network virtualisation is considerably gaining attention as a solution to ossification of the
Internet. However, the success of network virtualisation will depend in part on how efficiently …

Survey on reinforcement learning applications in communication networks

Y Qian, J Wu, R Wang, F Zhu… - … of Communications and …, 2019 - ieeexplore.ieee.org
In recent years, intelligent communication has drawn huge research efforts in both academia
and industry. With the advent of 5G technology, intelligent wireless terminals and intelligent …

Efficient orchestration mechanisms for congestion mitigation in NFV: Models and algorithms

J Elias, F Martignon, S Paris… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Network Functions Virtualization (NFV) has recently gained momentum among network
operators as a means to share their physical infrastructure among virtual operators, which …

A neuro-fuzzy approach to self-management of virtual network resources

R Mijumbi, JL Gorricho, J Serrat, M Shen, K Xu… - Expert systems with …, 2015 - Elsevier
Network virtualisation promises to lead to better manageability of the future Internet by
allowing for adaptable sharing of physical network resources among different virtual …

A Game for Energy‐Aware Allocation of Virtualized Network Functions

R Bruschi, A Carrega, F Davoli - Journal of Electrical and …, 2016 - Wiley Online Library
Network Functions Virtualization (NFV) is a network architecture concept where network
functionality is virtualized and separated into multiple building blocks that may connect or be …

Optimization models for congestion mitigation in virtual networks

J Elias, F Martignon, S Paris… - 2014 IEEE 22nd …, 2014 - ieeexplore.ieee.org
Virtualization of network functions and services can significantly reduce capital and
operational expenditures of telecommunication operators through the sharing of a single …

A dynamic pricing algorithm for a network of virtual resources

B Naudts, M Flores, R Mijumbi… - 2016 IEEE NetSoft …, 2016 - ieeexplore.ieee.org
A service chain is a combination of network services (eg network address translation (NAT),
a firewall, etc.) that are interconnected to support an application (eg video-on-demand) …

Self-managed resources in network virtualisation environments

R Mijumbi - 2014 - upcommons.upc.edu
Network virtualisation is a promising technique for dealing with the resistance of the Internet
to architectural changes, enabling a novel business model in which infrastructure …

A dynamic pricing algorithm for a network of virtual resources

B Naudts, M Flores, R Mijumbi… - … Journal of Network …, 2017 - Wiley Online Library
A service function chain (SFC) is an ordered combination of abstract network functions (eg,
network address translation and a firewall) that together define a network service (eg, video …

基于两阶段混合拍卖的虚拟网络资源分配模型.

奚杰杰, 徐名海, 顾宏博, 吴晶 - Application Research of …, 2017 - search.ebscohost.com
网络虚拟化技术作为解决当前网络问题的有效手段, 仍有很多方面有待提高.
针对虚拟网络资源分配方法在分配效率和最大化资源价值存在的问题, 提出基于两阶段混合拍卖 …