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Dynamic Cloud Collaboration PlatformExperimental Results and Analysis

Dynamic Cloud Collaboration Platform: Experimental Results and Analysis [In this chapter, we present our evaluation methodology and simulation results of the utility of dynamic cloud collaboration (DCC), MOGA-IC for CP partner selection and proposed CACM model. First, we compare DCC platform with existing cloud federation model. Then, we present the comparison of the proposed CACM model with the existing CA model in terms of economic efficiency. Next, we present a simulation example of a partner selection problem (PSP) for a pCP in the CACM model. It is used to illustrate the proposed MOGA-IC method. NSGA-II and SPEA2 are utilized to develop the MOGA-IC. Further simulation examples are conducted to pinpoint the most viable approach (NSGA-II or SPEA2) for MOGA-IC. Moreover, we implement the existing MOGA that uses only INI called MOGA-I for CP partner selection and analyze its performance with MOGA-IC in the proposed CACM model. Finally, numerical results are presented to demonstrate the utility of the price minimization algorithm among cloud providers in the CACM model.] http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png

Dynamic Cloud Collaboration PlatformExperimental Results and Analysis

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/lp/springer-journals/dynamic-cloud-collaboration-platform-experimental-results-and-analysis-PAI92acrcs
Publisher
Springer New York
Copyright
© The Author(s) 2013
ISBN
978-1-4614-5145-7
Pages
47 –66
DOI
10.1007/978-1-4614-5146-4_5
Publisher site
See Chapter on Publisher Site

Abstract

[In this chapter, we present our evaluation methodology and simulation results of the utility of dynamic cloud collaboration (DCC), MOGA-IC for CP partner selection and proposed CACM model. First, we compare DCC platform with existing cloud federation model. Then, we present the comparison of the proposed CACM model with the existing CA model in terms of economic efficiency. Next, we present a simulation example of a partner selection problem (PSP) for a pCP in the CACM model. It is used to illustrate the proposed MOGA-IC method. NSGA-II and SPEA2 are utilized to develop the MOGA-IC. Further simulation examples are conducted to pinpoint the most viable approach (NSGA-II or SPEA2) for MOGA-IC. Moreover, we implement the existing MOGA that uses only INI called MOGA-I for CP partner selection and analyze its performance with MOGA-IC in the proposed CACM model. Finally, numerical results are presented to demonstrate the utility of the price minimization algorithm among cloud providers in the CACM model.]

Published: Aug 8, 2012

Keywords: Partner Selection Problem (PSP); Cloud Providers; Simulation Example; Service Consumer Requirements; Service Rejection

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