Tasks Mapping with Quality of Service for Coarse Grain Parallel Applications

  • Patricia Pascal
  • Samuel Richard
  • Bernard Miegemolle
  • Thierry Monteil
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 3648)


Clusters and computational grids are opened environments on which a great number of different users can submit computational requests. Some privileged users may have strong Quality of Service requirements whereas others may be less demanding. Common mapping algorithms are not well suited to guarantee a defined quality of service, they propose at best priority systems in order to favour some applications without any guaranty. We propose a new mapping algorithm, dealing with the notion of quality of service for scheduling applications over clusters and grids over different classes of service.

This algorithm uses information on the application to map, all the unfinished applications previously mapped, the state of the execution support, and the processor access model (round robin model) to suggest a mapping which guarantees all the expressed constraints. The mapping decision is taken on-line based on the release date of all applications and the memory space used. To finish, the validation of the algorithm is performed with real log files entries simulated with Simgrid.


scheduling quality of service resource manager grid clusters 


  1. 1.
    Smith, W., Foster, I., Taylor Scheduling, V.: with advanced reservations. In: Proceeding of the IPDPS Conference (May 2000)Google Scholar
  2. 2.
    Feitelson, D.G., Jette, M.A.: Improved utilization and responsiveness with gang scheduling. In: Proceeding JSSPP 1997,Job scheduling strategies for parallel processing, IPPS 1997 workshop, Geneva, Switerlang, pp. 238–261 (1997)Google Scholar
  3. 3.
    Zotkin, D., Keleher Job-length, P.J.: Estimation and performance in backfilling schedulers. In: 8th Intl Symp. High Performance Distributed Comput (August 1999)Google Scholar
  4. 4.
    Bacquet, P., Brun, O., Garcia, J.M., Monteil, T., Pascal, P., Richard, S.: Telecommunication network modeling and planning tool on ASP clusters. In: Proceedings of the International Conference on Computational Science (ICCS 2003) Melbourne, Australia, June 2-4 (2003)Google Scholar
  5. 5.
    Takefusa, A., Matsuoka, S., Casanova, H., Berman, F.: A study of deadline scheduling for client-server systems on the computational grid. In: Proceedings of the Tenth IEEE Symposium on High Performance Distributed Computing (HPDC10) San Francisco, California, August 7-9 (2001)Google Scholar
  6. 6.
    Buyya, R.: Economic-based distributed resource management and scheduling for grid computing. Thesis (April 2002)Google Scholar
  7. 7.
    Casavant, T.L., Kuhl, J.G.: Effects of Response and Stability on scheduling in distributed computing systems. IEEE Transactions on software engineering 14(11), 1578–1588 (1988)CrossRefGoogle Scholar
  8. 8.
    Chow, Y.C., Kohler, W.H.: Models for dynamic load balancing in a heterogeneous multiple processor system. IEEE Transactions on computers c-28(5), 354–361 (1979)CrossRefMathSciNetGoogle Scholar
  9. 9.
    Lee, C.Y.: Parallel machines scheduling with non simultaneous machine available time. Discrete Applied Mathematic North-Holland 30, 53–61 (1991)zbMATHGoogle Scholar
  10. 10.
    Bonomi, F., Kumar, A.: Adaptative optimal load balancing in a non homogeneous multiserver system with a central job scheduler. IEEE Transactions on computers 39(10), 1232–1250 (1990)CrossRefGoogle Scholar
  11. 11.
    Casanova, H., Legrand, A.: L. Marchal Scheduling Distributed Applications: the SimGrid Simulation Framework. In: Proceedings of the third IEEE International Symposium on Cluster Computing and the Grid (CCGrid (2003)Google Scholar
  12. 12.
    Pascal, P., Monteil, T.: Influence of Deterministic Customers in Time Sharing Scheduler. ACM Operating Systems Review 37(1), 34–45 (2003)CrossRefGoogle Scholar
  13. 13.
  14. 14.
  15. 15.
  16. 16.
    Kingsbury, B.: The network queuing system , May 16 (1998),

Copyright information

© Springer-Verlag Berlin Heidelberg 2005

Authors and Affiliations

  • Patricia Pascal
    • 1
  • Samuel Richard
    • 1
  • Bernard Miegemolle
    • 1
  • Thierry Monteil
    • 1
  1. 1.LAAS-CNRSToulouseFrance

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