HPC环境下Lustre文件系统性能的改进

Jaehyun Han, Deoksang Kim, Hyeonsang Eom
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引用次数: 6

摘要

随着高性能计算(HPC)系统处理的数据越来越多,处理能力和要处理的数据量也在不断增加,缓慢的I/O可能成为主要的性能瓶颈。因此,HPC系统通常使用分布式并行文件系统,这可以提高I/O性能。但是,仍然可以通过调优参数或选择最佳配置来增强分布式并行文件系统的性能。为了提高分布式并行文件系统的性能,我们首先对目前广泛应用于高性能计算环境中的主要并行文件系统进行了分析和比较。然后我们将重点放在Lustre文件系统上进行进一步的分析,因为Lustre是主要的文件系统之一,因为它具有高性能。我们在直接I/O模式下使用各种配置和不同的参数设置对Lustre进行了评估。我们的实验研究表明,通过修改OSS(对象存储服务器)和客户端的Portal RPC线程数量,我们可以获得高达114%的性能改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Improving the Performance of Lustre File System in HPC Environments
As more and more data is being processed in High Performance Computing (HPC) systems scaling up in terms of the processing power and the amount of data to process, slow I/O can become a major performance bottleneck. Therefore, HPC systems usually use distributed parallel file systems which can lead to high I/O performance. However, it is still possible to enhance the performance of distributed parallel file systems by tuning the parameters or choosing the best configurations. To improve the performance of distributed parallel file systems, we first analyzed and compared the major ones being widely used in HPC environments. Then we focused on the Lustre file system for a further analysis because Lustre is one of the major ones due to its high performance. We evaluated Lustre in the direct I/O mode with various configurations and different parameter settings. Our experimental study suggests that we can obtain up to 114% performance improvements by modifying the numbers of Portal RPC threads in the OSS (Object Storage Server) and client.
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