Fuzzy Based Trust and Reputation Model for Secure Resource Allocation in Cloud Computing


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Abstract


The main objective of this research work is to design and develop a Fuzzy Logic based trust and reputation model for secure resource allocation in cloud computing. The cloud computing is one of the major topics discussed among the IT professionals in recent days. In this paper trust manager and reputation manager based approach is used to update the security. Initially, the user access a resource block through the scheduling manager and a form will send to the user after accessing the resource block to fill the attribute values of trust factor and reputation factor. The trust factor and reputation value is then calculated for the resource center and it is given to the Fuzzy Logic system to get the security score of a resource center. The benefit of our proposed technique is to provide the security controls in accessing the cloud resources from cloud computing due to various security issues happened in networks, databases, resource scheduling, transaction management and load balancing.
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Keywords


Trust Factor; Reputation Factor; Fuzzy Logic System; Security Score; Resource Center

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References


Alok Tripathi and Abhinav Mishra,“ Cloud Computing Security Considerations”, IEEE International Conference on Signal Processing, Communications and Computing, Vol.4, no.7, pp.1-5,2011.

A. Josang, C. Keser and T. Dimitrakos,”Can we manage trust?" in iTrust,” Springer, pp. 93-107, 2005.

A. Jsang, R. Ismail, and C. Boyd, “A survey of trust and reputation systems for online service provision," Decision Support Systems, vol. 43, no.2, pp. 618-644, 2007.

Chaisiri, S. Bu-Sung Lee ; Niyato, D., "Optimization of Resource Provisioning Cost in Cloud Computing", IEEE Transactions on Services Computing, vol. 5, no. 2, pp. 164-177, 2012.

Farag Azzedin, Muthucumaru Maheswaran, "Towards Trust-Aware Resource Management in Grid Computing Systems," in Proceedings of the 2nd IEEE/ACM International Symposium on Cluster Computing and the Grid, Washington, USA, pp: 452, 2002.

Florin Ogigau-Neamtiu,“ Cloud Computing Security Issues”, International Journal of Application or Innovation in Engineering , Vol.1, no.2, pp.1-5,2012.

Mohamed Firdhous, Osman Ghazali and Suhaidi Hassan,“ Trust Management in Cloud Computing: A Critical Review”, International Journal on Advances in ICT for Emerging Regions, Vol.4, no.2, pp.24-26,2011.

Al-Dmour, N.A., Studying the impact of DIFS on the QoS parameters for wireless networks, (2011) International Review on Computers and Software (IRECOS), 6 (3), pp. 384-387.

R. A. Malaga. “Web-based reputation management systems: Problems and suggested solutions”, Journal of Electronic Commerce Research, Springer Netherlands, Vol: 1, No: 4, pp: 403-417, 2001.

Safwan Mahmud Khan and Kevin W. Hamlen, “Hatman: Intra-cloud Trust Management for Hadoop”, IEEE International Conference on In Proceedings of IEEE CLOUD, Vol.9, no.5, pp. 494-501, 2012.

Rizvi, S.S., Chung, T.-S., A reliable storage management framework for flash memory SSD based RAID arrays, (2011) International Review on Computers and Software (IRECOS), 6 (5), pp. 811-819.

Shanshan Song, Kai Hwang and Yu-Kwong Kwok,“ Trusted Grid Computing with Security Binding and Trust Integration”, Journal of Grid Computing,2005.

Shanshan Song and Kai Hwang, “Dynamic Grid Security with Trust Integration and Optimized Resource Allocation”, in Proceedings of the International Symposium on High- Performance distributed computing, Honolulu, 2004.

Sheikh Mahbub Habib, Sebastian Ries, Max Muhlhauser,“ Towards a Trust Management System for Cloud Computing”, International Conference on Trust, Security and Privacy in Computing and Communications , pp.933-939,2011.

S. M. Habib, S. Ries, and M. Muhlhauser, “Cloud computing landscape and research challenges regarding trust and reputation," Symposia and Workshops on ATC/UIC, vol. 0, pp. 410-415, 2010.

Vivekananth.P, “Trusted Resource Allocation in Grid Computing by Using Reputation,” International Journal of Computer Science & Communication, Vol. 1, no. 2, pp.23-25, 2010.


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