Selection of cloud service providers using MCDM methodology under intuitionistic fuzzy uncertainty

被引:24
作者
Ghorui, Neha [1 ]
Mondal, Sankar Prasad [2 ]
Chatterjee, Banashree [3 ]
Ghosh, Arijit [4 ]
Pal, Anamika [5 ]
De, Debashis [6 ]
Giri, Bibhas Chandra [1 ]
机构
[1] Jadavpur Univ, Dept Math, Kolkata, W Bengal, India
[2] Maulana Abul Kalam Azad Univ Technol West Bengal, Dept Appl Math, Haringhata 741249, W Bengal, India
[3] Dr BC Roy Engn Coll, Dept Informat Technol, Durgapur, W Bengal, India
[4] St Xaviers Coll Autonomous, Dept Math, Kolkata 700016, India
[5] Bhwanipur Educ Soc Coll, Dept Commerce, Kolkata 700016, W Bengal, India
[6] Maulana Abul Kalam Azad Univ Technol, Dept Comp Sci & Engn, Haringhata 741249, W Bengal, India
关键词
Cloud Service Providers selection; Intuitionistic fuzzy number; Multi-criterion decision-making method; AHP-TOPSIS method; MULTICRITERIA DECISION-MAKING; USABLE-SECURITY; RANKING; NUMBERS; EQUATION; MODEL;
D O I
10.1007/s00500-022-07772-8
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Cloud computing concept has taken prodigious growth over the last decade. With the vast options of Cloud Service Providers available nowadays and a variety of services and facilities to choose from, it is of paramount necessity to opt for the best cloud service provider based on multiple criteria and requirements ascertained by any organization or an individual. This study selects the cloud service provider based on various conflicting criteria. In this paper, pentagonal intuitionistic fuzzy number (PIFN) withMCDMtool analytic hierarchy process (AHP) and Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) methods have been used to rank the Cloud Service Providers (CSPs). Firstly, the criteria PIFN weights are calculated using comparison matrices with the help of decision-makers (DMs), and then, FTOPSIS is done to obtain the final ranking. Sensitivity and comparative analyses have been conducted to see the changes in ranking obtained. These analyses help analyze the most sensitive criteria and thus help the researchers mark and evaluate for future scope and further research.
引用
收藏
页码:2403 / 2423
页数:21
相关论文
共 61 条
[1]   Reproducing kernel approach for numerical solutions of fuzzy fractional initial value problems under the Mittag-Leffler kernel differential operator [J].
Abu Arqub, Omar ;
Singh, Jagdev ;
Maayah, Banan ;
Alhodaly, Mohammed .
MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2023, 46 (07) :7965-7986
[2]   Adaptation of kernel functions-based approach with Atangana-Baleanu-Caputo distributed order derivative for solutions of fuzzy fractional Volterra and Fredholm integrodifferential equations [J].
Abu Arqub, Omar ;
Singh, Jagdev ;
Alhodaly, Mohammed .
MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2023, 46 (07) :7807-7834
[3]   Adaptation of reproducing kernel algorithm for solving fuzzy Fredholm-Volterra integrodifferential equations [J].
Abu Arqub, Omar .
NEURAL COMPUTING & APPLICATIONS, 2017, 28 (07) :1591-1610
[4]   A NEW METHOD FOR RANKING TRIANGULAR FUZZY NUMBERS [J].
Akyar, Emrah ;
Akyar, Handan ;
Duzce, Serkan Ali .
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2012, 20 (05) :729-740
[5]   Evaluating the Usable-Security of Healthcare Software Through Unified Technique of Fuzzy Logic, ANP and TOPSIS [J].
Al-Zahrani, Fahad Ahmed .
IEEE ACCESS, 2020, 8 :109905-109916
[6]   An Uncertainty-aware Integrated Fuzzy AHP-WASPAS Model to Evaluate Public Cloud Computing Services [J].
Alam, Khubaib Amjad ;
Ahmed, Rodina ;
Butt, Faisal Shafique ;
Kim, Soon-Gohn ;
Ko, Kwang-Man .
9TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT 2018) / THE 8TH INTERNATIONAL CONFERENCE ON SUSTAINABLE ENERGY INFORMATION TECHNOLOGY (SEIT-2018) / AFFILIATED WORKSHOPS, 2018, 130 :504-509
[7]  
Ali S, 2020, Sci Programm
[8]  
Almishal A, 2014, Int J Comput Appl Inform Technol, V5
[9]   Residual Series Representation Algorithm for Solving Fuzzy Duffing Oscillator Equations [J].
Alshammari, Mohammad ;
Al-Smadi, Mohammed ;
Abu Arqub, Omar ;
Hashim, Ishak ;
Alias, Mohd Almie .
SYMMETRY-BASEL, 2020, 12 (04)
[10]   Fuzzy Based Decision-Making Approach for Estimating Usable-Security of Healthcare Web Applications [J].
Alzahrani, Fahad A. .
CMC-COMPUTERS MATERIALS & CONTINUA, 2021, 66 (03) :2599-2625