A Two-Tier Parallel Architecture for Artificial Society Simulation

Bin Chen, Gang Guo
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引用次数: 3

Abstract

Artificial Society had been seemed as a new way to study emergence management. The traditional modeling and simulation could not satisfy the large population in Artificial Society. A Two-tier Parallel Architecture simulation is proposed to solve the large scale problem. Based on the analysis of parallelism degrees in Artificial Society, both MPI and GPU computation are used to construct the novel architecture. The experiments testify the high performance.
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面向人工社会仿真的两层并行体系结构
人工社会已成为研究应急管理的一种新途径。传统的建模与仿真已不能满足人工社会中庞大的人口需求。为了解决大规模问题,提出了一种两层并行体系结构仿真方法。在分析人工社会中并行度的基础上,采用MPI和GPU计算来构建新的体系结构。实验证明了该系统的良好性能。
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