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A Meta-Heuristic Framework for Trust Establishment in Social Cloud Computing.

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Title: A Meta-Heuristic Framework for Trust Establishment in Social Cloud Computing.
Authors: Kumar, Santosh1 santosh.e11120@cumail.in, Goyal, Sandip Kumar1
Source: International Journal of Performability Engineering. Apr2025, Vol. 21 Issue 4, p209-218. 10p.
Subjects: Trust, Bee behavior, Quality of service, Honeybees, Social services
Abstract: In the fast-changing world of Social Cloud where online networks use real-life social connections, the quality of cloud service providers depends on trust and reputation. This study looks at important factors affecting service quality, such as multi-user collaboration, sharing resources, and feedback in the Social Cloud. This article tackles the issue of choosing a strong and trustworthy service provider. Our method involves two steps. First, we use statistical analysis to build trust in cloud services. Second, we apply optimization techniques using the artificial bee colony (ABC) algorithm, which is inspired by the social behavior of honey bees. This proposed approach aims to improve the trustworthiness and reliability of cloud services in the Social Cloud environment. To test our new framework, we run simulations that compare how well it works compared to other methods. The results show that our approach, which uses a technique called ABC as a guide, works well and provides a strong, dependable base for cloud services in the ever-changing Social Cloud environment. This research adds to the discussion about trust in cloud services, presenting a fresh viewpoint and useful information. [ABSTRACT FROM AUTHOR]
Copyright of International Journal of Performability Engineering is the property of Totem Publisher, Inc. and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
Database: Engineering Source
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  Data: A Meta-Heuristic Framework for Trust Establishment in Social Cloud Computing.
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  Data: <searchLink fieldCode="AR" term="%22Kumar%2C+Santosh%22">Kumar, Santosh</searchLink><relatesTo>1</relatesTo><i> santosh.e11120@cumail.in</i><br /><searchLink fieldCode="AR" term="%22Goyal%2C+Sandip+Kumar%22">Goyal, Sandip Kumar</searchLink><relatesTo>1</relatesTo>
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  Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Performability+Engineering%22">International Journal of Performability Engineering</searchLink>. Apr2025, Vol. 21 Issue 4, p209-218. 10p.
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  Data: <searchLink fieldCode="DE" term="%22Trust%22">Trust</searchLink><br /><searchLink fieldCode="DE" term="%22Bee+behavior%22">Bee behavior</searchLink><br /><searchLink fieldCode="DE" term="%22Quality+of+service%22">Quality of service</searchLink><br /><searchLink fieldCode="DE" term="%22Honeybees%22">Honeybees</searchLink><br /><searchLink fieldCode="DE" term="%22Social+services%22">Social services</searchLink>
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  Data: In the fast-changing world of Social Cloud where online networks use real-life social connections, the quality of cloud service providers depends on trust and reputation. This study looks at important factors affecting service quality, such as multi-user collaboration, sharing resources, and feedback in the Social Cloud. This article tackles the issue of choosing a strong and trustworthy service provider. Our method involves two steps. First, we use statistical analysis to build trust in cloud services. Second, we apply optimization techniques using the artificial bee colony (ABC) algorithm, which is inspired by the social behavior of honey bees. This proposed approach aims to improve the trustworthiness and reliability of cloud services in the Social Cloud environment. To test our new framework, we run simulations that compare how well it works compared to other methods. The results show that our approach, which uses a technique called ABC as a guide, works well and provides a strong, dependable base for cloud services in the ever-changing Social Cloud environment. This research adds to the discussion about trust in cloud services, presenting a fresh viewpoint and useful information. [ABSTRACT FROM AUTHOR]
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  Data: <i>Copyright of International Journal of Performability Engineering is the property of Totem Publisher, Inc. and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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        Value: 10.23940/ijpe.25.04.p4.209218
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        Text: English
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        PageCount: 10
        StartPage: 209
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      – SubjectFull: Trust
        Type: general
      – SubjectFull: Bee behavior
        Type: general
      – SubjectFull: Quality of service
        Type: general
      – SubjectFull: Honeybees
        Type: general
      – SubjectFull: Social services
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      – TitleFull: A Meta-Heuristic Framework for Trust Establishment in Social Cloud Computing.
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              Text: Apr2025
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