Multicriteria decision making with fuzziness and criteria interdependence in cloud service selection
With the advent of Cloud computing and subsequent big data, online decision makers usually find it difficult to make informed decisions because of the great amount of irrelevant, uncertain, or inaccurate information. In this paper, we explore the application of multicriteria decision-making (MCDM) t...
| Main Authors: | , , , , , |
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| Format: | Conference Paper |
| Published: |
Institute of Electrical and Electronics Engineers Inc.
2014
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| Online Access: | http://hdl.handle.net/20.500.11937/27231 |
| _version_ | 1848752206126252032 |
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| author | Le, S. Dong, Hai Hussain, F. Hussain, O. Ma, J. Zhang, Y. |
| author_facet | Le, S. Dong, Hai Hussain, F. Hussain, O. Ma, J. Zhang, Y. |
| author_sort | Le, S. |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | With the advent of Cloud computing and subsequent big data, online decision makers usually find it difficult to make informed decisions because of the great amount of irrelevant, uncertain, or inaccurate information. In this paper, we explore the application of multicriteria decision-making (MCDM) techniques in the area of Cloud computing and big data, to find an efficient way of dealing with criteria relations and fuzzy knowledge based on a great deal of information. We propose a MCDM framework, which combines the ISM-based and ANP-based techniques, to model the interactive relations between evaluation criteria, and to handle data uncertainties. We present an application of Cloud service selection to prove the efficiency of the proposed framework, in which a user-oriented sigmoid utility function is designed to evaluate the performance of each criterion. |
| first_indexed | 2025-11-14T08:04:56Z |
| format | Conference Paper |
| id | curtin-20.500.11937-27231 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T08:04:56Z |
| publishDate | 2014 |
| publisher | Institute of Electrical and Electronics Engineers Inc. |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-272312017-09-13T15:32:26Z Multicriteria decision making with fuzziness and criteria interdependence in cloud service selection Le, S. Dong, Hai Hussain, F. Hussain, O. Ma, J. Zhang, Y. With the advent of Cloud computing and subsequent big data, online decision makers usually find it difficult to make informed decisions because of the great amount of irrelevant, uncertain, or inaccurate information. In this paper, we explore the application of multicriteria decision-making (MCDM) techniques in the area of Cloud computing and big data, to find an efficient way of dealing with criteria relations and fuzzy knowledge based on a great deal of information. We propose a MCDM framework, which combines the ISM-based and ANP-based techniques, to model the interactive relations between evaluation criteria, and to handle data uncertainties. We present an application of Cloud service selection to prove the efficiency of the proposed framework, in which a user-oriented sigmoid utility function is designed to evaluate the performance of each criterion. 2014 Conference Paper http://hdl.handle.net/20.500.11937/27231 10.1109/FUZZ-IEEE.2014.6891892 Institute of Electrical and Electronics Engineers Inc. restricted |
| spellingShingle | Le, S. Dong, Hai Hussain, F. Hussain, O. Ma, J. Zhang, Y. Multicriteria decision making with fuzziness and criteria interdependence in cloud service selection |
| title | Multicriteria decision making with fuzziness and criteria interdependence in cloud service selection |
| title_full | Multicriteria decision making with fuzziness and criteria interdependence in cloud service selection |
| title_fullStr | Multicriteria decision making with fuzziness and criteria interdependence in cloud service selection |
| title_full_unstemmed | Multicriteria decision making with fuzziness and criteria interdependence in cloud service selection |
| title_short | Multicriteria decision making with fuzziness and criteria interdependence in cloud service selection |
| title_sort | multicriteria decision making with fuzziness and criteria interdependence in cloud service selection |
| url | http://hdl.handle.net/20.500.11937/27231 |