Skip to main content

Data Replication Using Experience Based Trust in a Data Grid Environment

  • Conference paper
Book cover Distributed Computing and Internet Technology (ICDCIT 2008)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 5375))

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.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Halies, A.-R.: Supporting Trust in Virtual Communities. In: Proceedings of the Hawaii International Conference on System Sciences 33 (2000)

    Google Scholar 

  2. 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)

    Google Scholar 

  3. 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)

    Google Scholar 

  4. 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)

    Article  MATH  Google Scholar 

  5. Sedrakiran, A., Badia, R.M., Kielmann, T., Merzky, A., Perez, J.M., Sirvent, R.: Reliability and Trust Based Workflows Job Mapping on the Grid

    Google Scholar 

  6. 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)

    Google Scholar 

  7. 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

  8. Huynh, T.D., Jennigs, N.R., Shadbolt, N.R.: FIRE: An Integrated Trust and Reputation Model for Open-Multi Agent Systems

    Google Scholar 

  9. 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)

    Google Scholar 

  10. 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

    Google Scholar 

  11. 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

    Google Scholar 

  12. Foster, I., Kesselman, C.: Globus: a metacomputing infrastructure toolkit. International journal of super computer and high performance computing applications, 115–128 (1997)

    Google Scholar 

  13. 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)

    Google Scholar 

  14. 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)

    Google Scholar 

  15. 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)

    Chapter  Google Scholar 

  16. 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)

    Google Scholar 

  17. Marsh, S.: Optimism and pessimism in trust. In: Proc. of Ibero-American conference on AI (IBERAMIA 1994) (1994)

    Google Scholar 

  18. 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)

    Google Scholar 

  19. 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)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2008 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

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

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-89737-8_4

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-89736-1

  • Online ISBN: 978-3-540-89737-8

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics