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Load Balancing for P-Grade Parallel Applications

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Distributed and Parallel Systems

Abstract

A centralized, process-based load balancer for P-GRADE has been designed and implemented. The program estimates the computation and communication demands of the application processes, and executes the diffusion or simulated annealing algorithm to get a nearly optimal process-host mapping. Both the estimation and the optimization contain several parameters which are subject to empirical tuning.

This work was supported by the Ministry of Education under Nos. IKTA 4/075 and OMFB-02307/2000 and the Hungarian Scientic Research Fund No. T032226.

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References

  1. P. Kacsuk, G. Dózsa, T. Fadgyas, and R. Lovas: “GRADE: a Graphical Programming Environment for Multicomputers”, Journal of Computers and Artificial Intelligence, Slovak Academy of Sciences, Vol. 17, No. 5, pp. 417–427, 1998

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Tóth, M.L., Podhorszki, N., Kacsuk, P. (2002). Load Balancing for P-Grade Parallel Applications. In: Kacsuk, P., Kranzlmüller, D., Németh, Z., Volkert, J. (eds) Distributed and Parallel Systems. The Springer International Series in Engineering and Computer Science, vol 706. Springer, Boston, MA. https://doi.org/10.1007/978-1-4615-1167-0_2

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  • DOI: https://doi.org/10.1007/978-1-4615-1167-0_2

  • Publisher Name: Springer, Boston, MA

  • Print ISBN: 978-1-4613-5425-3

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