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Analysis of a Pool Management Scheme for Cloud Computing Centers
- 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.
- Subjects :
- Scheme (programming language)
Computer science
business.industry
Distributed computing
Cloud computing
Virtualization
computer.software_genre
Set (abstract data type)
Task (computing)
Capacity planning
Computational Theory and Mathematics
Hardware and Architecture
Signal Processing
business
computer
Computer network
computer.programming_language
Subjects
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