Game Theory Based Trust Model for Cloud Environment
The aim of this work is to propose a method to establish trust at bootload level in cloud computing environment. This work proposes a game theoretic based approach for achieving trust at bootload level of both resources and users perception. Nash equilibrium (NE) enhances the trust evaluation of the...
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| Format: | Article |
| Language: | English |
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Wiley
2015-01-01
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| Series: | The Scientific World Journal |
| Online Access: | http://dx.doi.org/10.1155/2015/709827 |
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| author | K. Gokulnath Rhymend Uthariaraj |
| author_facet | K. Gokulnath Rhymend Uthariaraj |
| author_sort | K. Gokulnath |
| collection | DOAJ |
| description | The aim of this work is to propose a method to establish trust at bootload level in cloud computing environment. This work proposes a game theoretic based approach for achieving trust at bootload level of both resources and users perception. Nash equilibrium (NE) enhances the trust evaluation of the first-time users and providers. It also restricts the service providers and the users to violate service level agreement (SLA). Significantly, the problem of cold start and whitewashing issues are addressed by the proposed method. In addition appropriate mapping of cloud user’s application to cloud service provider for segregating trust level is achieved as a part of mapping. Thus, time complexity and space complexity are handled efficiently. Experiments were carried out to compare and contrast the performance of the conventional methods and the proposed method. Several metrics like execution time, accuracy, error identification, and undecidability of the resources were considered. |
| format | Article |
| id | doaj-art-db5b3e58c39b413e9ae710dee9d5dc17 |
| institution | OA Journals |
| issn | 2356-6140 1537-744X |
| language | English |
| publishDate | 2015-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | The Scientific World Journal |
| spelling | doaj-art-db5b3e58c39b413e9ae710dee9d5dc172025-08-20T02:21:17ZengWileyThe Scientific World Journal2356-61401537-744X2015-01-01201510.1155/2015/709827709827Game Theory Based Trust Model for Cloud EnvironmentK. Gokulnath0Rhymend Uthariaraj1Ramanujan Computing Centre, Anna University, Sardar Patel Road, Chennai, Tamil Nadu 602001, IndiaRamanujan Computing Centre, Anna University, Sardar Patel Road, Chennai, Tamil Nadu 602001, IndiaThe aim of this work is to propose a method to establish trust at bootload level in cloud computing environment. This work proposes a game theoretic based approach for achieving trust at bootload level of both resources and users perception. Nash equilibrium (NE) enhances the trust evaluation of the first-time users and providers. It also restricts the service providers and the users to violate service level agreement (SLA). Significantly, the problem of cold start and whitewashing issues are addressed by the proposed method. In addition appropriate mapping of cloud user’s application to cloud service provider for segregating trust level is achieved as a part of mapping. Thus, time complexity and space complexity are handled efficiently. Experiments were carried out to compare and contrast the performance of the conventional methods and the proposed method. Several metrics like execution time, accuracy, error identification, and undecidability of the resources were considered.http://dx.doi.org/10.1155/2015/709827 |
| spellingShingle | K. Gokulnath Rhymend Uthariaraj Game Theory Based Trust Model for Cloud Environment The Scientific World Journal |
| title | Game Theory Based Trust Model for Cloud Environment |
| title_full | Game Theory Based Trust Model for Cloud Environment |
| title_fullStr | Game Theory Based Trust Model for Cloud Environment |
| title_full_unstemmed | Game Theory Based Trust Model for Cloud Environment |
| title_short | Game Theory Based Trust Model for Cloud Environment |
| title_sort | game theory based trust model for cloud environment |
| url | http://dx.doi.org/10.1155/2015/709827 |
| work_keys_str_mv | AT kgokulnath gametheorybasedtrustmodelforcloudenvironment AT rhymenduthariaraj gametheorybasedtrustmodelforcloudenvironment |