Skip to main content

Parallel Database Sort and Join Operations Revisited on Grids

  • Conference paper
Book cover High Performance Computing and Communications (HPCC 2007)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 4782))

Abstract

Based on the renowned method of Bitton et al. (see [1]) we develop a concise but comprehensive analytical model for the well-known Binary Merge Sort, Bitonic Sort, Nested-Loop Join and Sort Merge Join algorithm in a Grid Environment.

We concentrate on a limited number of characteristic parameters to keep the analytical model clear and focused. Based on these results the paper proves that by smart enhancement exploiting the specifics of the Grid the performance of the algorithms can be increased and some results of Bitton et al. for a homogenous multi-processor architecture are to be invalidated and reversed.

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. Bitton, D., Boral, H., DeWitt, D.J., Wilkinson, W.K.: Parallel algorithms for the execution of relational database operations. ACM Trans. Database Syst. 8, 324–353 (1983)

    Article  Google Scholar 

  2. Online: The gridbus project: grid computing info centre (grid infoware). Website (last access: 2007-01-30)

    Google Scholar 

  3. Hoschek, W., Jaen-Martinez, J., Samar, A., Stockinger, H., Stockinger, K.: Data management in an international data grid project. In: IEEE/ACM International Workshop on Grid Computing Grid, ACM Press, New York (2000)

    Google Scholar 

  4. Antonioletti, M., Atkinson, M., Baxter, R., Borley, A., Hong, N.C., Collins, B., Hardman, N., Hume, A., Knox, A., Jackson, M., Krause, A., Laws, S., Magowan, J., Paton, N.W., Pearson, D., Sugden, T., Watson, P., Westhead, M.: The design and implementation of grid database services in ogsa-dai. Concurrency and Computation: Practice and Experience 17, 357–376 (2005)

    Article  Google Scholar 

  5. Gounaris, A., Sakellariou, R., Paton, N.W., Fernandes, A.A.A.: Resource scheduling for parallel query processing on computational grids. In: GRID 2004. 5th International Workshop on Grid Computing, pp. 396–401 (2004)

    Google Scholar 

  6. Soe, K.M., Aung, T.N., Nwe, A.A., Naing, T.T., Thein, N.: A framework for parallel query processing on grid-based architecture. In: ICEIS 2005. Proceedings of the Seventh International Conference on Enterprise Information Systems, pp. 203–208 (2005)

    Google Scholar 

  7. Iyer, B., Dias, D.: Issues in parallel sorting for database systems. In: Proc. Int. Conf. on Data Engineering, pp. 246–255 (1990)

    Google Scholar 

  8. Jarke, M., Koch, J.: Query optimization in database systems. ACM Computing Surveys 16, 111–152 (1984)

    Article  MATH  MathSciNet  Google Scholar 

  9. Bitton, D., DeWitt, D., Hsiao, D., Menon, J.: A taxonomy of parallel sorting. ACM Computing Surveys 16, 287–318 (1984)

    Article  MATH  MathSciNet  Google Scholar 

  10. Batcher, K.E.: Sorting networks and their applications. In: Proc. of the 1968 Spring Joint Computer Conference, Atlantic City, NJ, April 30-May 2, vol. 32 (1968)

    Google Scholar 

  11. Stone, H.: Parallel processing with the perfect shuffle. IEEE Trans. Computing C-20 (1971)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Ronald Perrott Barbara M. Chapman Jaspal Subhlok Rodrigo Fernandes de Mello Laurence T. Yang

Rights and permissions

Reprints and permissions

Copyright information

© 2007 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Mach, W., Schikuta, E. (2007). Parallel Database Sort and Join Operations Revisited on Grids. In: Perrott, R., Chapman, B.M., Subhlok, J., de Mello, R.F., Yang, L.T. (eds) High Performance Computing and Communications. HPCC 2007. Lecture Notes in Computer Science, vol 4782. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-75444-2_25

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-75444-2_25

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-75443-5

  • Online ISBN: 978-3-540-75444-2

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics