Dynamic Load Balancing in a Concurrent Plasma PIC Code on the JPL/Caltech Mark III Hypercube

P. Liewer, E. W. Leaver, V. Decyk, J. Dawson
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引用次数: 11

Abstract

Dynamic load balancing has been implemented in a concurrent one-dimensional electromagnetic plasma particle-in-cell (PIC) simulation code using a method which adds very little overhead to the parallel code. In PIC codes, the orbits of many interacting plasma electrons and ions are followed as an initial value problem as the particles move in electromagnetic fields calculated self-consistently from the particle motions. The code was implemented using the GCPIC algorithm in which the particles are divided among processors by partitioning the spatial domain of the simulation. The problem is load-balanced by partitioning the spatial domain so that each partition has approximately the same number of particles. During the simulation, the partitions are dynamically recreated as the spatial distribution of the particles changes in order to maintain processor load balance.
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JPL/Caltech Mark III Hypercube上并发等离子体PIC代码的动态负载平衡
在一维电磁等离子体粒子池(PIC)仿真代码中实现了动态负载平衡,该方法对并行代码增加的开销很小。在PIC代码中,当粒子在自一致计算的电磁场中运动时,许多相互作用的等离子体电子和离子的轨道作为初始值问题被遵循。该代码使用GCPIC算法实现,其中粒子通过划分模拟的空间域在处理器之间进行划分。该问题通过划分空间域来实现负载平衡,以便每个分区具有大约相同数量的粒子。在模拟过程中,随着粒子空间分布的变化,动态地重新创建分区,以保持处理器负载平衡。
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