Title :
Ranking cloud services using fuzzy multi-attribute decision making
Author :
Shivakumar, U. ; Ravi, Vignesh ; Gangadharan, G.R.
Author_Institution :
Inst. for Dev. & Res. in Banking Technlogy, Hyderabad, India
Abstract :
In this paper, we propose the use of fuzzy multi attribute decision making to rank Cloud services with respect to a host of standard quality of service attributes. The important contribution of the paper is the recognition of the quality of service attributes as fuzzy sets and then formulating the selection of the best Cloud service as a fuzzy multi attribute decision making problem. We employed fuzzy `and´ operator to model the final decision as the intersection of the underlying fuzzy sets. Results are compared with a previous study where only analytic hierarchy process was used and the rankings produced by the current study turned out to be different.
Keywords :
cloud computing; decision making; fuzzy set theory; analytic hierarchy process; fuzzy multiattribute decision making; fuzzy sets; quality of service attributes; ranking cloud services; Decision making; Elasticity; Fuzzy logic; Fuzzy sets; Quality of service; Security; Stability analysis; Cloud computing; Fuzzy multi-attribute decision making; Quality of service;
Conference_Titel :
Fuzzy Systems (FUZZ), 2013 IEEE International Conference on
Conference_Location :
Hyderabad
Print_ISBN :
978-1-4799-0020-6
DOI :
10.1109/FUZZ-IEEE.2013.6622319