AHP-Based Ranking of Cloud-Service Providers

被引:3
|
作者
Chahal, Rajanpreet Kaur [1 ]
Singh, Sarbjeet [1 ]
机构
[1] Panjab Univ, UIET, Comp Sci & Engn, Chandigarh 160014, India
关键词
Ranking of CSPs; Analytic hierarchy process (AHP); Cloud computing;
D O I
10.1007/978-81-322-2755-7_51
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The paper presents an approach to rank various Cloud-Service providers (CSPs) on the basis of four parameters, namely, Performance, Availability, Scalability and Accuracy, using Analytic Hierarchy Process (AHP). The CSPs were monitored by the cloud storage company named Nasuni and tests were conducted to evaluate the CSPs for the four parameters mentioned above. This paper makes use of the data provided by Nasuni to propose a method for ranking various CSPs. AHP has been selected for this purpose because it uses the foundations of mathematics and psychology to enable one to make complicated decisions. Instead of recommending a correct decision, AHP provides the decision makers with an opportunity to select the option that is most befitting to their goals.
引用
收藏
页码:491 / 499
页数:9
相关论文
共 50 条
  • [1] Fuzzy Logic and AHP-Based Ranking of Cloud Service Providers
    Chahal, Rajanpreet Kaur
    Singh, Sarbjeet
    [J]. COMPUTATIONAL INTELLIGENCE IN DATA MINING, VOL 1, CIDM 2015, 2016, 410 : 337 - 346
  • [2] An Analysis on AHP-Based Selection of Human Resource Outsourcing Service Providers
    Ren Mingli
    [J]. COMPREHENSIVE EVALUATION OF ECONOMY AND SOCIETY WITH STATISTICAL SCIENCE, 2009, : 1122 - 1127
  • [3] Cloud Service Providers Ranking Based on Service Delivery and Consumer Experience
    Wagle, Shyam S.
    Guzek, Mateusz
    Bouvry, Pascal
    [J]. 2015 IEEE 4TH INTERNATIONAL CONFERENCE ON CLOUD NETWORKING (CLOUDNET), 2015, : 209 - 212
  • [4] A graph-based method for ranking of cloud service providers
    Tina Esther Trueman
    P. Narayanasamy
    J. Ashok Kumar
    [J]. The Journal of Supercomputing, 2022, 78 : 7260 - 7277
  • [5] A graph-based method for ranking of cloud service providers
    Trueman, Tina Esther
    Narayanasamy, P.
    Kumar, J. Ashok
    [J]. JOURNAL OF SUPERCOMPUTING, 2022, 78 (05): : 7260 - 7277
  • [6] An AHP-based evaluation model for service composition
    Xie, Xiaoqin
    Chen, Kaiyun
    [J]. COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2006, PT 4, 2006, 3983 : 756 - 766
  • [7] An AHP-based Risk Assessment for an Industrial IoT Cloud
    Huang, Yu-Lun
    Sun, Wen-Lin
    [J]. 2018 IEEE 18TH INTERNATIONAL CONFERENCE ON SOFTWARE QUALITY, RELIABILITY AND SECURITY COMPANION (QRS-C), 2018, : 637 - 638
  • [8] An Extended TOPSIS Approach for Ranking Cloud Service Providers
    Radulescu, Constanta Zoie
    Radulescu, Iulia Cristina
    [J]. STUDIES IN INFORMATICS AND CONTROL, 2017, 26 (02): : 183 - 192
  • [9] A CLOUD SERVICE PROVIDERS RANKING APPROACH, BASED ON SAW AND MODIFIED TOPSIS METHODS
    Radulescu, Constanta Zoie
    Radulescu, Delia Mihaela
    Hartescu, Florin
    [J]. PROCEEDINGS OF THE 16TH INTERNATIONAL CONFERENCE ON INFORMATICS IN ECONOMY (IE 2017): EDUCATION, RESEARCH & BUSINESS TECHNOLOGIES, 2017, : 7 - 12
  • [10] A computational model for ranking cloud service providers using hypergraph based techniques
    Somu, Nivethitha
    Kirthivasan, Kannan
    Sriram, Shankar V. S.
    [J]. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2017, 68 : 14 - 30