Lattice-Boltzmann hydrodynamics on parallel systems

被引:100
作者
Kandhai, D
Koponen, A
Hoekstra, AG
Kataja, M
Timonen, J
Sloot, PMA
机构
[1] Univ Amsterdam, Fac Math Comp Sci Phys & Astron, NL-1098 SJ Amsterdam, Netherlands
[2] Univ Jyvaskyla, Dept Phys, SF-40351 Jyvaskyla, Finland
关键词
high performance simulation; load balancing; lattice-Boltzmann method;
D O I
10.1016/S0010-4655(98)00025-3
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Realistic lattice-Boltzmann simulations often require large amounts of computational resources and are therefore executed on parallel systems. Generally, parallelization is based on one- and two-dimensional decomposition of the computational grid in equal subvolumes, and load balancing is completely ignored for simplicity. Besides reviewing the existing parallelization strategies we report here a new approach based on the Orthogonal Recursive Bisection (ORB) method. To illustrate the different decomposition methods, two realistic applications were simulated, namely fluid flow in random fibre networks and flow in a centrifugal elutriation chamber, For heterogeneously distributed workloads, the ORE method is found to be 12 to 60% more efficient compared to traditional parallelization strategies. It is shown that high parallel efficiencies can be obtained for both homogeneously and heterogeneously distributed workloads, thus supporting efficient simulations of a variety of realistic systems, (C) 1998 Elsevier Science B.V.
引用
收藏
页码:14 / 26
页数:13
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