基于组件成本模型的仿真规划

A. Dubey, S. Chawdhary, J. A. Harris, O. E. Bronson Messer
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引用次数: 1

摘要

在高性能计算平台上成功地模拟科学发现需要仔细的规划,包括验证特定的应用程序配置和运行时参数、估计资源需求以及控制和监视模拟。然而,模拟规划是科学计算的一个方面,在可用的文献或训练中非常稀少。在本文中,我们通过制定一个基于组件的成本模型来关注这种计划的资源管理方面。我们通过FLASH说明方法和公式,FLASH是一种高度可配置的模拟代码,用于多个科学领域。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Simulation Planning Using Component Based Cost Model
Successful simulations for scientific discovery on high-performance computing platforms require careful planning, including verification of specific application configuration and runtime parameters, estimation of resource requirements, and steering and monitoring of the simulation. However, simulation planning is an aspect of scientific computing that is extremely sparse in available literature or training. In this paper we focus on the resource management aspect of such planning through formulation of a component-based cost model. We illustrate the methodology and formulation through FLASH, a highly configurable simulation code used in multiple scientific domains.
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