Skip to main content

Algorithmic Approach to Calculating Minimal Resource Allocation Recommender for Grid Using Reliability and Trust Computations

  • Conference paper
Advances in Computing and Communications (ACC 2011)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 190))

Included in the following conference series:

  • 1734 Accesses

Abstract

In this paper we aim at minimally allocating resources on the grid by providing a recommender that gives us a recommendation of which allocation is a minimal resource allocation out of allocation matrices space. The recommender uses reliability, trust and search(2-way split backward search) algorithms. The resource allocation matrices are generated according to the search algorithm. The reliability and trust computations are used as factors to judge the minimal resource allocation from the resource allocation matrices generated by the 2-way split backward search algorithm [6]. Reliability is based on rate of failure of grid nodes, communication links and also on reliability of services on the grid. Trust is internally based on reputation which is overall grid service reliability and direct trust which is the availability of resources. In this work it is assumed that the arrival rate of failure of grid elements follows the Poisson process.

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 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
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. Carter, R.L., Louis, D.S., Andert, J.: Resource allocation in a distributed computing environment. In: Proceedings of 17th DASC Digital Avionics Systems Conference, October 31-November 7, pp. 1:C32/1–C32/8 (1998)

    Google Scholar 

  2. Chakrabarti, A.: Grid Computing Security. Springer, Heidelberg (2007)

    MATH  Google Scholar 

  3. Dai, Y., Xie, M., Poh, K.: Reliability analysis of grid computing. In: IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2002), pp. 97–104 (2002)

    Google Scholar 

  4. Foster, I.: The anatomy of the grid: Enabling scalable virtual organizations. In: Proceedings First IEEE/ACM International Symposium on Cluster Computing and Grid, May 15-18, pp. 6–7 (2001)

    Google Scholar 

  5. Foster, I., Kesselman, C.: The Grid 2: Blueprint for a NewComputing Infrastructure. Morgan Kaufmann, San Francisco (2003)

    Google Scholar 

  6. Krishna, G.J., Wankar, R., Rao, C.R.: Finding minimal resource allocation in grid with reliability and trust computations using 2-way split backward search. In: International Conference on Communication, Computing & Security (ICCCS 2011), February 13. ACM Proceedings, pp. 188–193 (2011) ISBN:978-1-4503-0464-1

    Google Scholar 

  7. Lai, W.W.K., Ng, K.-w., Lyu, M.R.: Integrating trust in grid computing systems. In: Jin, H., Pan, Y., Xiao, N., Sun, J. (eds.) GCC 2004. LNCS, vol. 3251, pp. 887–890. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  8. Lin, M.S., Chen, D.J.: Distributed program reliability analysis. In: Proceedings of the Third Workshop on Future Trends of Distributed Computing Systems, April 14-16, pp. 395–401 (1992)

    Google Scholar 

  9. Lyu, M.R.: Handbook of Software Reliability Engineering. McGraw-Hill, New York (1996)

    Google Scholar 

  10. Russell, S., Norvig, P.: Artificial Intelligence, 2nd edn. Pearson Education, London (2008)

    MATH  Google Scholar 

  11. Ryabinin, I.: Reliability of Engineering System Principles and Analysis. Mir Publishers (1976)

    Google Scholar 

  12. Trivedi, K.S.: Probability and Statistics with Reliability, Queuing, and Computer Science Applications. John Wiley and Sons, Chichester (2001)

    MATH  Google Scholar 

  13. Xie, M.: Software Reliability Modeling. World Scientific Publishing Company, Singapore (1991)

    Book  MATH  Google Scholar 

  14. Xiong, K., Perros, H.: Trust–based resource allocation in web services. In: IEEE International Conference on Web Services (ICWS 2006), September 18-22, pp. 663–672 (2006)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2011 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Krishna, G.J., Wankar, R. (2011). Algorithmic Approach to Calculating Minimal Resource Allocation Recommender for Grid Using Reliability and Trust Computations. In: Abraham, A., Lloret Mauri, J., Buford, J.F., Suzuki, J., Thampi, S.M. (eds) Advances in Computing and Communications. ACC 2011. Communications in Computer and Information Science, vol 190. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-22709-7_39

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-22709-7_39

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-22708-0

  • Online ISBN: 978-3-642-22709-7

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics