Martin Duggan

An Autonomous Network Aware VM Migration Strategy in Cloud Data Centres

2016

Live virtual machine migration can have a major impact on how a cloud system performs, as it can consume significant amounts of network resources such as bandwidth. A virtual machine migration occurs when a host …

A reinforcement learning approach for dynamic selection of virtual machines in cloud data centres

2016

In recent years Machine Learning techniques have proven to reduce energy consumption when applied to cloud computing systems. Reinforcement Learning provides a promising solution for the reduction of energy consumption, while maintaining a high quality …