Abstract

A. Ching, Alok Ratan Choudhary, W. Liao
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引用次数: 0

Abstract

With the tremendous advances in processor and memory technology, I/O has risen to become the bottleneck in high-performance computing for many applications. The development of parallel file systems has helped to ease the performance gap, but I/O still remains an area needing significant performance improvement. Research has found that noncontiguous I/O access patterns in scientific applications combined with current file system methods to perform these accesses lead to unacceptable performance for large data sets. To enhance performance of noncontiguous I/O, we have created list I/O, a native version of noncontiguous I/O. We have used the Parallel Virtual File System (PVFS) to implement our ideas. Our research and experimentation shows that list I/O outperforms current noncontiguous I/O access methods in most I/O situations and can substantially enhance the performance of real-world scientific applications.
摘要
随着处理器和内存技术的巨大进步,I/O已经成为许多应用程序高性能计算的瓶颈。并行文件系统的开发帮助缓解了性能差距,但是I/O仍然是一个需要显著提高性能的领域。研究发现,科学应用程序中的不连续I/O访问模式与当前执行这些访问的文件系统方法相结合,会导致大型数据集的性能无法接受。为了增强不连续I/O的性能,我们创建了列表I/O,这是一个本机版本的不连续I/O。我们使用并行虚拟文件系统(PVFS)来实现我们的想法。我们的研究和实验表明,在大多数I/O情况下,列表I/O优于当前的不连续I/O访问方法,并且可以大大提高实际科学应用程序的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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