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

作者：

Highlights：

• The paper proposes an autonomous system for management of virtual network resources.

• Our proposals lead to a better utilisation of substrate network resources.

• Improved efficiency of network resources is not at the expense of QoS requirements.

• Knowledge base initialisation and cooperation improves the performance of system.

摘要

•The paper proposes an autonomous system for management of virtual network resources.•Our proposals lead to a better utilisation of substrate network resources.•Improved efficiency of network resources is not at the expense of QoS requirements.•Knowledge base initialisation and cooperation improves the performance of system.

论文关键词：Neural networks,Fuzzy systems,Neuro-fuzzy systems,Reinforcement learning,Network virtualisation,Dynamic resource allocation,Multi-agent systems,Autonomous systems,Future Internet

论文评审过程：Available online 30 September 2014.

论文官网地址：https://doi.org/10.1016/j.eswa.2014.08.058