Abstract
High availability is the desirable feature of the data in a data grid. The data is replicated in a data grid to increase the data availability, reliability and improve the response time of the applications by reducing the network traffic. The efficiency and fast access to such replicated data are influenced by the location of the resource holding the replica and the access cost. The replica locations may be some times unreliable and there is a risk that the resources may fail and hence fail to provide the guaranteed QoS. The notion of trust is to manage such risk and improve the QoS provided by the resource locations. In this paper we apply the concept of experience based trust to the problem of data replication in a data grid environment. We proposed different trust-based replica location selection algorithms and evaluated their effectiveness for a simulated grid. The aim of this work is to identify and to acquire the most available, least loaded and the fastest resource as a replica location.
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References
Halies, A.-R.: Supporting Trust in Virtual Communities. In: Proceedings of the Hawaii International Conference on System Sciences 33 (2000)
Griffiths, N., Cho, K.-M.: Experience-Based Trust: Enabling Effective Resource Selection in a Grid Environment. Research Report LS-RR-409. Department of Computer Science, University of Warnick (December 2004)
Azzedin, F., Maheswaran, M.: Integrating trust in to Grid Resource Management Systems. In: Proceedings of the International Conference on Parallel Processing, pp. 47–54 (2002)
Buyya, R., Abramson, D., Giddy, J., Stockinger, H.: Economic Models for Rresource Management and Scheduling in Grid Computing Concurrency and Computation. Practice nad Experience 14, 1507–1542 (2002)
Sedrakiran, A., Badia, R.M., Kielmann, T., Merzky, A., Perez, J.M., Sirvent, R.: Reliability and Trust Based Workflows Job Mapping on the Grid
Jia, J., Qu, X.: Towards trustworthy resource selection in grid. A Fuzzy Partial Ordering Based Approach. IJCSNS International Journal of Computer Science and Network Security 6(9A) (September 2006)
Bonatti, P., Duma, C., Olmedilla, D., Shahmehri, N.: An Integration of Reputation-Based and Policy-Based Trust Management. Partially Supported by Network of Excellence. REWERSE, IST-5067779, http://reverse.net
Huynh, T.D., Jennigs, N.R., Shadbolt, N.R.: FIRE: An Integrated Trust and Reputation Model for Open-Multi Agent Systems
Griffiths, N.: Task Delegation using Experience-Based Multi-Dimensional Trust. AAMAS 2005, July 25-29, Utrecht, Netherlands. Copyright 2005 ACM 1-59593-094-9/05/0007 (2005)
Azzedin, F., Maheswaran, M.: Integrating Trust into Grid Resource Management Systems. In: Preliminary version apperared in First IEEE international workshop on security and grid computing
Sulistio, A., Cibej, U., Robic, B., Buyya, R.: A Toolkit for Modelling and Simulation of Data Grids With Integration of Data Storage, Replication and Analysis. Grid Computing and Distributed Systems Lab, University of Melbourne, Australlia
Foster, I., Kesselman, C.: Globus: a metacomputing infrastructure toolkit. International journal of super computer and high performance computing applications, 115–128 (1997)
Lamehamedi, H., Szymanski, B., Shantu, Z., Deelman, E.: Data replication strategies in grid environments. In: Proceedings of 5th international conference on algorithms and architecture for parallel processing, pp. 378–383 (2002)
Ranganathan, K., Foster, I.: Identifying dynamic replication strategies for high performance data grid. In: Proceedings of International conference on grid computing workshop, Denver (November 2001)
Lamehamedi, H., Szymanski, B., Deelman, E., Shentu, Z.: Data Replication Strategies in grid environments. In: Proceedings of International conference on Algorithms and Architecture for Parallel Processing, ICA3PP 2002, pp. 378–383. IEEE comp. society press, Los Alamitos (2002)
Liu, P., Linand, Y.-F., wu, J.-J.: Optimal replica placement in data grid environments with locality assurance, Institute of Information Science, Academia sinica, Taipei, Taiwan (October 2007)
Marsh, S.: Optimism and pessimism in trust. In: Proc. of Ibero-American conference on AI (IBERAMIA 1994) (1994)
Naseera, S., Vivekanandan, T., Madhu Murthy, K.V.: Trust Based Data Replication Staregy in a Data Grid. In: Proc. of 2nd International conference on Information Processing ICIP 2008, pp. 467–473 (2008)
Anciaux, A., Badia, R.M., Keilmann, T., Merzky, A., Perez, J.M., Sirvent, R.: Reliability and trust based workflows job mapping on the grid, CoreGrid TR-0069, 1Polytechnic University of Catalonia, Spain (January 2007)
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Naseera, S., Vivekanandan, T., Madhu Murthy, K.V. (2008). Data Replication Using Experience Based Trust in a Data Grid Environment. In: Parashar, M., Aggarwal, S.K. (eds) Distributed Computing and Internet Technology. ICDCIT 2008. Lecture Notes in Computer Science, vol 5375. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-89737-8_4
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DOI: https://doi.org/10.1007/978-3-540-89737-8_4
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