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Analysis of a Pool Management Scheme for Cloud Computing Centers

Authors :
Vojislav B. Misic
Saeed Rashwand
Hamzeh Khazaei
Jelena Misic
Source :
IEEE Transactions on Parallel and Distributed Systems. 24:849-861
Publication Year :
2013
Publisher :
Institute of Electrical and Electronics Engineers (IEEE), 2013.

Abstract

In this paper, we propose an analytical performance model that addresses the complexity of cloud centers through distinct stochastic submodels, the results of which are integrated to obtain the overall solution. Our model incorporates the important aspects of cloud centers such as pool management, compound requests (i.e., a set of requests submitted by one user simultaneously), resource virtualization and realistic servicing steps. In this manner, we obtain not only a detailed assessment of cloud center performance, but also clear insights into equilibrium arrangement and capacity planning that allows servicing delays, task rejection probability, and power consumption to be kept under control.

Details

ISSN :
10459219
Volume :
24
Database :
OpenAIRE
Journal :
IEEE Transactions on Parallel and Distributed Systems
Accession number :
edsair.doi...........ec55f04122f2803660c00439a90002f1
Full Text :
https://doi.org/10.1109/tpds.2012.182