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Cache Performance Optimization for SoC Vedio Applications

机译:SoC Vedio应用程序的缓存性能优化

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摘要

Chip Multiprocessors (CMPs) are adopted by industry to deal with the speed Km it of the single-processor. But memory access has become the bottleneck of the performance, especially in multimedia applications. In this paper, a set of management policies is proposed to improve the cache performance for a SoC platform of video application. By analyzing the behavior of Vedio Engine, the memory-friendly writeback and efficient prefetch policies are adopted. The experiment platform is simulated by System C with ARM Cotex-A9 processor model. Experimental study shows that the performance can be improved by the proposed mechanism in contrast to the general cache without Last Level Cache (LLC): up to 18.87% Hit Rate increased, 10.62% MM Latency and 46.43% CPU Read Latency decreased for VENC/16way/64bytes; up to 52.1% Hit Rate increased, 11.43% MM Latency and 47.48% CPU Read Latency decreased for VDEC/16way/64bytes, but with only 8.62% and 4.23% Bandwidth increased respectively.
机译:工业上采用芯片多处理器(CMP)来处理单处理器的速度Km it。但是内存访问已成为性能的瓶颈,尤其是在多媒体应用程序中。本文提出了一套管理策略,以提高视频应用SoC平台的缓存性能。通过分析Vedio Engine的行为,采用了内存友好的回写和有效的预取策略。该实验平台由System C用ARM Cotex-A9处理器模型进行仿真。实验研究表明,与不使用末级高速缓存(LLC)的普通高速缓存相比,所提出的机制可以提高性能:VENC / 16way的命中率提高了18.88%,MM延迟提高了10.62%,CPU读取延迟降低了46.43% / 64bytes; VDEC / 16way / 64bytes的命中率提高了52.1%,MM延迟提高了11.43%,CPU读取延迟降低了47.48%,但是带宽分别仅增加了8.62%和4.23%。

著录项

  • 来源
    《Journal of Multimedia》 |2014年第7期|926-933|共8页
  • 作者单位

    School of Electronics Engineering and Computer Science, Peking University, Beijing, China;

    School of Electronics Engineering and Computer Science, Peking University, Beijing, China;

    School of Software and Microelectronics, Peking University, Beijing, China;

    School of Electronics Engineering and Computer Science, Peking University, Beijing, China;

    School of Software and Microelectronics, Peking University, Beijing, China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    CMP (Chip Multiprocessors); Memory Access; LLC (Last Level Cache); Writeback; Prefetch;

    机译:CMP(芯片多处理器);内存访问;LLC(Last Level Cache);回写;预取;

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