Experimental results and analysis

Mohammad Mehedi Hassan; Eui Nam Huh

doi:10.1007/978-1-4614-5146-4_5

Experimental results and analysis

Mohammad Mehedi Hassan, Eui Nam Huh

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

2 Citations (Scopus)

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.

Original language	English
Title of host publication	SpringerBriefs in Computer Science
Publisher	Springer
Pages	47-66
Number of pages	20
Edition	9781461451457
DOIs	https://doi.org/10.1007/978-1-4614-5146-4_5
Publication status	Published - 2013

Publication series

Name	SpringerBriefs in Computer Science
Number	9781461451457
Volume	0
ISSN (Print)	2191-5768
ISSN (Electronic)	2191-5776

Bibliographical note

Publisher Copyright:
© 2013, The Author(s).

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10.1007/978-1-4614-5146-4_5

Cite this

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Experimental results and analysis

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