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

被引:99
|
作者
Jatoth, Chandrashekar [1 ,2 ]
Gangadharan, G. R. [2 ]
Fiore, Ugo [3 ]
Buyya, Rajkumar [4 ]
机构
[1] Univ Hyderabad, Sch Comp & Informat Sci, Hyderabad, Telangana, India
[2] IDRBT, Hyderabad, Telangana, India
[3] Parthenope Univ, Dept Management & Quantitat Studies, Naples, Italy
[4] Univ Melbourne, Dept Comp & Informat Syst, Cloud Comp & Distributed Syst CLOUDS Lab, Parkville, Vic, Australia
关键词
Cloud computing; Multi-criteria decision-making; Quality of service; Grey TOPSIS; GREY; TOPSIS; ONTOLOGY; RANKING; AHP;
D O I
10.1007/s00500-018-3120-2
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
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:15
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