并行分子动力学中的I/O限制

T. Clark, L. R. Scott, S. Wlodek, J. McCammon
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引用次数: 3

摘要

我们讨论数据产生率及其对使用并行计算机的科学应用程序性能的影响。一方面,过高的数据产生速度可能会压倒一切,超出传输、存储和分析的后勤能力。另一方面,在基于计算的研究中,速率限制步骤应该是人为指导的分析,而不是计算。我们提出了乙酰胆碱酯酶的生物分子模拟的性能数据,该模拟使用平行分子动力学程序EulerGROMOS。将实际产量与典型的时间框架进行比较,以进行结果分析,其中我们表明速率限制步骤是模拟,并且为了克服这一点将需要提高产量。
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I/O Limitations in Parallel Molecular Dynamics
We discuss data production rates and their impact on the performance of scientific applications using parallel computers. On one hand, too high rates of data production can be overwhelming, exceeding logistical capacities for transfer, storage and analysis. On the other hand, the rate limiting step in a computationally-based study should be the human-guided analysis, not the calculation. We present performance data for a biomolecular simulation of the enzyme, acetylcholinesterase, which uses the parallel molecular dynamics program EulerGROMOS. The actual production rates are compared against a typical time frame for results analysis where we show that the rate limiting step is the simulation, and that to overcome this will require improved output rates.
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