Abstract
This paper focusses on the problem of load imbalances in parallel implementations of Air Pollution Models. We consider domain decomposition techniques and apply the Diffusion (DF) method using only local communication to solve the load balancing problem.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
J. E. Boillat. Load balancing and poisson equation in a graph, Concurrency: Practice and Experience, 2, 289–313, 1990.
L. A. Boukas, N. Th. Mimikou, N. M. Missirlis, and G. Kallos. The regional weather forecasting system SKIRON, in W. Zwieflhofer and R. Kreitz, (eds.), Parallel Implementation of the Eta model, Proceedings of the Eighth ECMWF Workshop on the use of Parallel Processors in Meteorology, Towards Teracomputing, ECMWF, Reading, UK, World Scientific, 369–389, 1999.
G. Cybenko. Dynamic load balancing for distributed memory multi-processors, J. Parallel Distrib. Comp., 7, 279–301, 1989.
R. Diekmann, A. Frommer, and B. Monien. Efficient schemes for nearest neighbour load balancing, Parallel Computing, 25, 789–812, 1999.
H. Elbern. Load balancing of a comprehensive air quality model, in G. Hoffman and N. Kreitz, (eds.), Proceedings of the Seventh Workshop on the use of Parallel Processors in Meteorology, ECMWF workshop on Making its Mark, World Scientific, Singapore, 429–444, 1996.
Y. F. Hu and R. J. Blake. An improved diffusion algorithm for dynamic load balancing, Parallel Computing, 25, 417–444, 1999.
G. Karagiorgos and N.M. Missirlis. Iterative algorithms for distributed load balancing, in Proc. of 4th Inter. Conf. On Principles Of DIstributed Systems, OPODIS 2000, La Villete, FRANCE, Special issue of Inter. Journal on informatics, 37–54, 2000.
G. Karagiorgos and N.M. Missirlis. Fourier analysis of iterative methods for solving the load balancing problem, (in preparation).
G. Karagiorgos and N. M. Missirlis. Accelerated diffusion algorithms for dynamic load balancing, 2000, (submitted).
C. J. Kuo, B. C. Levy, and B. R. Musicus. A local relaxation method for solving elliptic PDE’s on mesh-connected arrays, SIAM J. Sci. Statist. Comput., 8, 530–573, 1987.
R. Varga. Matrix Iterative Analysis, Prentice-Hall, Englewood Cliffs, NJ, 1962.
C.Z. Xu and F.C.M. Lau. Load Balancing in Parallel Computers: Theory and Practice, Kluwer Academic Publishers, Dordrecht, 1997.
D. Dabdub and S. Seinfeld. Air quality modeling on massively parallel computers, Atmos. Env., 28, 1679–1688, 1994.
W. C. Shin and G. R. Carmichael. Comprehensive air pollution modeling on a multiprocessor system, Comput. Ch. Eng., 16, 805–815, 1992.
Z. Zlatev. Computer Treatment of Large Air Pollution Models, Kluwer Academic Publishers, Dordrecht-Toronto-London, 1995.
Z. Zlatev and J. Wasniewski. Running air pollution models on the connection machine, Mathematical and Computer Modelling, 15, 1–17, 1994.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2001 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Karagiorgos, G., Missirlis, N.M. (2001). Iterative Load Balancing Schemes for Air Pollution Models. In: Margenov, S., Waśniewski, J., Yalamov, P. (eds) Large-Scale Scientific Computing. LSSC 2001. Lecture Notes in Computer Science, vol 2179. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45346-6_30
Download citation
DOI: https://doi.org/10.1007/3-540-45346-6_30
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-43043-8
Online ISBN: 978-3-540-45346-8
eBook Packages: Springer Book Archive