Cloud Platform Selection Model in the Framework of Differential Quality Game With Fuzzy Information
The paper presents a mathematical model integrated into the computational core of a decision support system (DSS) for the selection of cloud platforms under conditions of fuzzy information. The model facilitates the development of rational strategies for players’ interaction with cloud pl...
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| Format: | Article |
| Language: | English |
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IEEE
2025-01-01
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| Series: | IEEE Access |
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| Online Access: | https://ieeexplore.ieee.org/document/10855902/ |
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| author | Kaiyrbek Makulov Arkadii A. Chikrii Valery Lakhno Bagdat Yagaliyeva Volodimir Malyukov Inna Malyukova Miroslav Lakhno |
| author_facet | Kaiyrbek Makulov Arkadii A. Chikrii Valery Lakhno Bagdat Yagaliyeva Volodimir Malyukov Inna Malyukova Miroslav Lakhno |
| author_sort | Kaiyrbek Makulov |
| collection | DOAJ |
| description | The paper presents a mathematical model integrated into the computational core of a decision support system (DSS) for the selection of cloud platforms under conditions of fuzzy information. The model facilitates the development of rational strategies for players’ interaction with cloud platforms, allowing to balance investment, security and quality of services provided. This study proposes a methodology for determining optimal strategies in cloud platform selection using a differential quality game under fuzzy conditions, taking into account their preferences and opportunities to use technologies related to the analysis of user activities, i.e., digital footprints. The performed computational experiments confirmed the effectiveness of the model and allowed us to visualize the results of the interaction based on synthetic data. The results of the study may be useful to analysts dealing with cloud solution selection problems under uncertainty and cybersecurity needs. The relevance of the study is due to the global trend of business processes moving to the cloud and the increasing requirements for data security in the digitalization of the economy, which makes the choice of an optimal cloud platform strategically significant. Employing a differential quality game with fuzzy information, this study introduces a reliable DSS that incorporates cost, security and QoS to select the most appropriate cloud platform. The computational experiments validate the model in reproducing plausible interactions yielding relevant insights for decision-makers. |
| format | Article |
| id | doaj-art-f97ab43175d3481c9a38bde4bd3cbb92 |
| institution | Kabale University |
| issn | 2169-3536 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj-art-f97ab43175d3481c9a38bde4bd3cbb922025-02-07T00:01:35ZengIEEEIEEE Access2169-35362025-01-0113225782258910.1109/ACCESS.2025.353581410855902Cloud Platform Selection Model in the Framework of Differential Quality Game With Fuzzy InformationKaiyrbek Makulov0Arkadii A. Chikrii1https://orcid.org/0000-0001-9665-9085Valery Lakhno2https://orcid.org/0000-0001-9695-4543Bagdat Yagaliyeva3https://orcid.org/0000-0003-4644-2261Volodimir Malyukov4Inna Malyukova5https://orcid.org/0000-0002-7207-539XMiroslav Lakhno6https://orcid.org/0000-0001-6979-6076Department of Computer Science, Caspian University of Technology and Engineering named after Sh. Yessenov, Aktau, KazakhstanDepartment of Optimization of Controlled Processes of the V. M. Glushkov, Institute of Cybernetics, National Academy of Sciences of Ukraine, Kyiv, UkraineDepartment of Computer Systems and Networks, National University of Life and Environmental Sciences of Ukraine, Kyiv, UkraineGlobal Education and Training, iSchool at Illinois, University of Illinois Urbana-Champaign, Champaign, IL, USADepartment of Optimization of Controlled Processes of the V. M. Glushkov, Institute of Cybernetics, National Academy of Sciences of Ukraine, Kyiv, UkraineRating Agency “Expert-Rating,”, Kyiv, UkraineE-Docs, Kyiv, UkraineThe paper presents a mathematical model integrated into the computational core of a decision support system (DSS) for the selection of cloud platforms under conditions of fuzzy information. The model facilitates the development of rational strategies for players’ interaction with cloud platforms, allowing to balance investment, security and quality of services provided. This study proposes a methodology for determining optimal strategies in cloud platform selection using a differential quality game under fuzzy conditions, taking into account their preferences and opportunities to use technologies related to the analysis of user activities, i.e., digital footprints. The performed computational experiments confirmed the effectiveness of the model and allowed us to visualize the results of the interaction based on synthetic data. The results of the study may be useful to analysts dealing with cloud solution selection problems under uncertainty and cybersecurity needs. The relevance of the study is due to the global trend of business processes moving to the cloud and the increasing requirements for data security in the digitalization of the economy, which makes the choice of an optimal cloud platform strategically significant. Employing a differential quality game with fuzzy information, this study introduces a reliable DSS that incorporates cost, security and QoS to select the most appropriate cloud platform. The computational experiments validate the model in reproducing plausible interactions yielding relevant insights for decision-makers.https://ieeexplore.ieee.org/document/10855902/Differential quality gameoptimal strategycloud platformpreference setand fuzzy information |
| spellingShingle | Kaiyrbek Makulov Arkadii A. Chikrii Valery Lakhno Bagdat Yagaliyeva Volodimir Malyukov Inna Malyukova Miroslav Lakhno Cloud Platform Selection Model in the Framework of Differential Quality Game With Fuzzy Information IEEE Access Differential quality game optimal strategy cloud platform preference set and fuzzy information |
| title | Cloud Platform Selection Model in the Framework of Differential Quality Game With Fuzzy Information |
| title_full | Cloud Platform Selection Model in the Framework of Differential Quality Game With Fuzzy Information |
| title_fullStr | Cloud Platform Selection Model in the Framework of Differential Quality Game With Fuzzy Information |
| title_full_unstemmed | Cloud Platform Selection Model in the Framework of Differential Quality Game With Fuzzy Information |
| title_short | Cloud Platform Selection Model in the Framework of Differential Quality Game With Fuzzy Information |
| title_sort | cloud platform selection model in the framework of differential quality game with fuzzy information |
| topic | Differential quality game optimal strategy cloud platform preference set and fuzzy information |
| url | https://ieeexplore.ieee.org/document/10855902/ |
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