SELCLOUD: a hybrid multi-criteria decision-making model for selection of cloud services

被引:0
|
作者
Chandrashekar Jatoth
G. R. Gangadharan
Ugo Fiore
Rajkumar Buyya
机构
[1] University of Hyderabad,School of Computer and Information Sciences
[2] Institute for Development and Research in Banking Technology (IDRBT),Department of Management and Quantitative Studies
[3] Parthenope University,Cloud Computing and Distributed Systems (CLOUDS) Laboratory, Department of Computing and Information Systems
[4] The University of Melbourne,undefined
来源
Soft Computing | 2019年 / 23卷
关键词
Cloud computing; Multi-criteria decision-making; Quality of service; Grey TOPSIS;
D O I
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中图分类号
学科分类号
摘要
With the growing demand and commercial availability of cloud services, the need for comparison of their functionality against different prices and performance has arisen. A relevant and fair comparison is still challenging due to diverse deployment options and dissimilar features of different services. This paper addresses a hybrid multi-criteria decision-making model involving the selection of cloud services among the available alternatives. The proposed methodology assigns various ranks to cloud services based on the quantified quality-of-service parameters using a novel extended Grey Technique for Order of Preference by Similarity to Ideal Solution integrated with analytical hierarchical process. Further, we analyse the proposed cloud service selection method in terms of sensitivity analysis, adequacy under change in alternatives, adequacy to support group decision-making, and handling of uncertainty. This analysis helps both researchers and practitioners for analysing more fruitful approaches for cloud service selection.
引用
收藏
页码:4701 / 4715
页数:14
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