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A load-balancing algorithm for a parallel electromagnetic particle-in-cell code

delete2003-05-01
delete30
PRE
AI
S
Steven J. Plimpton *
D
David B. Seidel
M
Michael F. Pasik
R
R. S. Coats
G
G.R. Montry
DOI:10.1016/S0010-4655(02)00795-6delete
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摘要

摘要

En 中文
Particle-in-cell simulations often suffer from load-imbalance on parallel machines due to the competing requirements of the field-solve and particle-push computations. We propose a new algorithm that balances the two computations independently. The grid for the field-solve computation is statically partitioned. The particles within a processor's sub-domain(s) are dynamically balanced by migrating spatially-compact groups of particles from heavily loaded processors to lightly loaded ones as needed. The algorithm has been implemented in the QUICKSILVER electromagnetic particle-in-cell code. We provide details of the implementation and present performance results for QUICKSILVER running models with up to a billion grid cells and particles on thousands of processors of a large distributed-memory parallel machine. (C) 2002 Elsevier Science B.V. All rights reserved.
Keyword:
particle-in-cell
electromagnetics
plasma simulation
load-balancing
parallel computing
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期刊

Computer Physics Communications 封面图
Computer Physics Communications
IF:
3.4
论文数:
1.2W
被引数:
3.7W

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