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A Parallelizing Compiler Cooperative Heterogeneous Multicore Processor Architecture

机译:并行编译器协同异构多核处理器架构

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摘要

Heterogeneous multicore architectures, integrating several kinds of accelerator cores in addition to general purpose processor cores, have been attracting much attention to realize high performance with low power consumption. To attain effective high performance, high applica tion software productivity, and low power consumption on heterogeneous multicores, cooperation between an architecture and a parallelizing com piler is important. This paper proposes a compiler cooperative hetero geneous multicore architecture and parallelizing compilation scheme for it. Performance of the proposed scheme is evaluated on the heteroge neous multicore integrating Hitachi and Renesas' SH4A processor cores and Hitachi's FE-GA accelerator cores, using an MP3 encoder. The het erogeneous multicore gives us 14.34 times speedup with two SH4As and two FE-GAs, and 26.05 times speedup with four SH4As and four FE GAs against sequential execution with a single SH4A. The cooperation between the heterogeneous multicore architecture and the parallelizing compiler enables to achieve high performance in a short development period.
机译:除了通用处理器内核之外,还集成了多种加速器内核的异构多核体系结构已经引起了人们的广泛关注,以实现低功耗的高性能。为了在异构多核上获得有效的高性能,高应用软件生产率和低功耗,架构与并行编译器之间的协作非常重要。本文提出了一种编译器协同异构多核体系结构及其并行化编译方案。使用MP3编码器,在集成Hitachi和Renesas的SH4A处理器内核以及Hitachi的FE-GA加速器内核的异构新多核上评估了所提出方案的性能。异质的多核使我们在使用两个SH4A和两个FE-GA时的速度提高了14.34倍,而使用四个SH4A和四个FE GA的速度提高了26.05倍,而单个SH4A却无法依次执行。异构多核体系结构与并行化编译器之间的协作可以在较短的开发时间内实现高性能。

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  • 来源
  • 会议地点 Paphos(CY);Paphos(CY);Beijing(CN);Beijing(CN);Samos(GR);Samos(GR)
  • 作者单位

    Department of Computer Science and Engineering, Waseda University 3-4-1 Ohkubo, Shinjuku-ku, Tokyo 169-8555, Japan;

    Department of Computer Science and Engineering, Waseda University 3-4-1 Ohkubo, Shinjuku-ku, Tokyo 169-8555, Japan;

    Department of Computer Science and Engineering, Waseda University 3-4-1 Ohkubo, Shinjuku-ku, Tokyo 169-8555, Japan;

    Department of Computer Science and Engineering, Waseda University 3-4-1 Ohkubo, Shinjuku-ku, Tokyo 169-8555, Japan;

    Department of Computer Science and Engineering, Waseda University 3-4-1 Ohkubo, Shinjuku-ku, Tokyo 169-8555, Japan;

    Department of Computer Science and Engineering, Waseda University 3-4-1 Ohkubo, Shinjuku-ku, Tokyo 169-8555, Japan;

    Department of Computer Science and Engineering, Waseda University 3-4-1 Ohkubo, Shinjuku-ku, Tokyo 169-8555, Japan;

    Department of Computer Science and Engineering, Waseda University 3-4-1 Ohkubo, Shinjuku-ku, Tokyo 169-8555, Japan;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 计算技术、计算机技术;
  • 关键词

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