Quantitative analysis on caching effect of I-structure data in frame-based multithreaded processing

Hyong-Shik Kim, S. Ha, C. Jhon
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引用次数: 1

Abstract

Since long latency due to remote memory access could be tolerated by rapidly switching to another thread in multithreaded processing, caching I-structure data is expected to have less beneficial effect on the performance than caching ordinary data. In this paper we show that caching I-structure data could improve the overall performance in spite of latency tolerating property of multithreading. Our quantitative analysis reveals that the most important caching effect off-structure data in frame-based multithreading is the enhancement of frame parallelism. It reduces the idle time due to latency by lowering latency sensitivity and at the same time decreases the thread processing time by exploiting more processors.
基于帧的多线程处理中i结构数据缓存效果的定量分析
由于可以通过在多线程处理中快速切换到另一个线程来容忍远程内存访问造成的长延迟,因此缓存i结构数据对性能的有利影响不如缓存普通数据。在本文中,我们证明了缓存i结构数据可以提高整体性能,尽管多线程的延迟容忍特性。我们的定量分析表明,在基于帧的多线程中,非结构化数据的最重要的缓存效果是帧并行性的增强。它通过降低延迟敏感性来减少由于延迟导致的空闲时间,同时通过利用更多的处理器来减少线程处理时间。
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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