A resource management architecture based on complex network theory in cloud computing federation

Zehua Zhang; Xuejie Zhang

doi:10.1117/12.906128

29 October 2011 A resource management architecture based on complex network theory in cloud computing federation

Zehua Zhang, Xuejie Zhang

Proceedings Volume 8205, 2011 International Conference on Photonics, 3D-Imaging, and Visualization; 82053F (2011) https://doi.org/10.1117/12.906128
Event: 2011 International Conference on Photonics, 3D-imaging, and Visualization, 2011, Guangzhou, China

Abstract

Cloud Computing Federation is a main trend of Cloud Computing. Resource Management has significant effect on the design, realization, and efficiency of Cloud Computing Federation. Cloud Computing Federation has the typical characteristic of the Complex System, therefore, we propose a resource management architecture based on complex network theory for Cloud Computing Federation (abbreviated as RMABC) in this paper, with the detailed design of the resource discovery and resource announcement mechanisms. Compare with the existing resource management mechanisms in distributed computing systems, a Task Manager in RMABC can use the historical information and current state data get from other Task Managers for the evolution of the complex network which is composed of Task Managers, thus has the advantages in resource discovery speed, fault tolerance and adaptive ability. The result of the model experiment confirmed the advantage of RMABC in resource discovery performance.

Citation Download Citation

Zehua Zhang and Xuejie Zhang "A resource management architecture based on complex network theory in cloud computing federation", Proc. SPIE 8205, 2011 International Conference on Photonics, 3D-Imaging, and Visualization, 82053F (29 October 2011); https://doi.org/10.1117/12.906128

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