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A Low Cost Method for Determining the Entire Network Path Bandwidths of Indirect High-Performance Computer Networks

机译:确定间接高性能计算机网络整个网络路径带宽的低成本方法

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摘要

Bandwidth is an important performance metric for high-performance computer network (HINET). How to determine large-scale HINET path bandwidths quickly and precisely is a highly pivotal challenge for parallel application performance analysis and prediction, optimizing end-to-end data transport performance, network management, etc. However, it is hard to determine the entire network point-to-point bandwidths of HINET since it often costs amounts of measurement time. Existing path bandwidth measurement methods focus on improving the accuracy of single path bandwidth measurement, however, lack considerations for reducing the entire network path bandwidths measurement times. To address this issue, we present an efficient method to generate the full-scale point-to-point bandwidth measurement plan for rapidly obtaining each path bandwidth in HINET. For evaluating, a source routing Fat-tree simulator and comprehensive experiments were conducted for different application scenarios. Both experimental and analysis showed that our method can reduce the measurement times significantly. In particular, compared to the exhaustive method, the measurement times of our method are one in 185 for the entire path bandwidth fault and can save 95% measurement times in 1024 nodes network with synthetic traffic.
机译:带宽是高性能计算机网络(HINET)的重要性能指标。如何快速,准确地确定大规模HINET路径带宽是并行应用程序性能分析和预测,优化端到端数据传输性能,网络管理等方面的一项极为关键的挑战。但是,很难确定整个网络HINET的点对点带宽,因为它通常会花费大量的测量时间。现有的路径带宽测量方法着重于提高单路径带宽测量的准确性,但是,缺乏减少整个网络路径带宽测量时间的考虑。为了解决这个问题,我们提出了一种有效的方法来生成完整的点对点带宽测量计划,以快速获取HINET中的每个路径带宽。为了进行评估,针对不同的应用场景进行了源路由胖树模拟器和综合实验。实验和分析均表明,我们的方法可以显着减少测量时间。特别是,与穷举方法相比,我们的方法的测量时间是整个路径带宽故障的185分之一,在具有合成流量的1024个节点的网络中可以节省95%的测量时间。

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