The Open Automation and Control Systems Journal

2015, 7 : 821-825
Published online 2015 August 19. DOI: 10.2174/1874444301507010821
Publisher ID: TOAUTOCJ-7-821

Research on the Establishment of MSR Model in Cloud Computing based on Standard Performance Evaluation

Mu Ke and Yang Jianhui
School of Mathematics and Statistics, Zhoukou Normal University, Zhoukou, Henan, 466001, China.

ABSTRACT

The paper proposed a new method to establishment the MSR model in cloud computing based on standard performance evaluation. In general, the change case of server energy consumption is complex, a variety of factors are mixed together. However, with the changes in computer architecture, the relationship between energy and resource utilizations may not be linear. In fact, this paper explored a variety of regression analysis methods to estimate the energy consumption accurately while using low computational overhead. Experimental results show that in adoption of energy model presented in this paper, the prediction accuracy can reach more than 95%.

Keywords:

Cloud Computing, Data Centre, Energy Modeling, Resource Scheduling Algorithm.