Skip to main content

MPIBlib: Benchmarking MPI Communications for Parallel Computing on Homogeneous and Heterogeneous Clusters

  • Conference paper
Recent Advances in Parallel Virtual Machine and Message Passing Interface (EuroPVM/MPI 2008)

Part of the book series: Lecture Notes in Computer Science ((LNPSE,volume 5205))

Abstract

In this paper, we analyze existing MPI benchmarking suites, focusing on two restrictions that prevent them from a wider use in applications and programming systems. The first is a single method of measurement of the execution time of MPI communications implemented by each of the suites. The second one is the design of the suites in the form of a standalone executable program that cannot be easily integrated into applications or programming systems. We present a more flexible benchmarking package, MPIBlib, that provides multiple methods of measurement, both operation-independent and operation-specific. This package can be used not only for benchmarking but also as a library in applications and programming systems for communication performance modeling and optimization of MPI operations.

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. Gropp, W., Lusk, E.: Reproducible Measurements of MPI Performance Characteristics. In: Margalef, T., Dongarra, J., Luque, E. (eds.) PVM/MPI 1999. LNCS, vol. 1697, pp. 11–18. Springer, Heidelberg (1999)

    Chapter  Google Scholar 

  2. Turner, D., Oline, A., Chen, X., Benjegerdes, T.: Integrating New Capabilities into NetPIPE. In: Dongarra, J., Laforenza, D., Orlando, S. (eds.) EuroPVM/MPI 2003. LNCS, vol. 2840, pp. 37–44. Springer, Heidelberg (2003)

    Chapter  Google Scholar 

  3. Intel MPI Benchmarks. User Guide and Methodology Description (2007)

    Google Scholar 

  4. Grove, D., Coddington, P.: Precise MPI performance measurement using MPIBench. In: Proceedings of HPC Asia (September 2001)

    Google Scholar 

  5. Worsch, T., Reussner, R., Augustin, W.: On Benchmarking Collective MPI Operations. In: Kranzlmüller, D., Kacsuk, P., Dongarra, J., Volkert, J. (eds.) PVM/MPI 2002. LNCS, vol. 2474, pp. 271–279. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

  6. Bernaschi, M., Iannello, G.: Collective communication operations: experimental results vs. theory. Concurrency: Practice and Experience 10(5), 359–386 (1998)

    Article  MATH  Google Scholar 

  7. Supinski, B., de Karonis, N.: Accurately measuring MPI broadcasts in a computational grid. In: The 8th International Symposium on High Performance Distributed Computing, pp. 29–37 (1999)

    Google Scholar 

  8. Lastovetsky, A., Mkwawa, I., O’Flynn, M.: An Accurate Communication Model of a Heterogeneous Cluster Based on a Switch-Enabled Ethernet Network. In: Proceedings of ICPADS 2006, Minneapolis, MN, pp. 15–20 (2006)

    Google Scholar 

  9. GNU Scientific Library (2007), http://www.gnu.org/software/gsl/manual/

  10. Lastovetsky, A., O’Flynn, M., Rychkov, V.: Optimization of Collective Communications in HeteroMPI. In: Cappello, F., Herault, T., Dongarra, J. (eds.) PVM/MPI 2007. LNCS, vol. 4757, pp. 135–143. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  11. Lastovetsky, A., Rychkov, V.: Building the Communication Performance Model of Heterogeneous Clusters Based on a Switched Network. In: Proceedings of the 2007 IEEE International Conference on Cluster Computing (Cluster 2007), pp. 568–575. IEEE Computer Society, Los Alamitos (2007)

    Chapter  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Alexey Lastovetsky Tahar Kechadi Jack Dongarra

Rights and permissions

Reprints and permissions

Copyright information

© 2008 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Lastovetsky, A., Rychkov, V., O’Flynn, M. (2008). MPIBlib: Benchmarking MPI Communications for Parallel Computing on Homogeneous and Heterogeneous Clusters. In: Lastovetsky, A., Kechadi, T., Dongarra, J. (eds) Recent Advances in Parallel Virtual Machine and Message Passing Interface. EuroPVM/MPI 2008. Lecture Notes in Computer Science, vol 5205. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-87475-1_32

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-87475-1_32

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-87474-4

  • Online ISBN: 978-3-540-87475-1

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics