异构计算系统的集成软硬件协同设计

Y. Lam, J. Coutinho, W. Luk
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引用次数: 16

摘要

本文描述了一种将启发式搜索技术中的任务映射和任务调度步骤与多邻域函数相结合的策略,以减少异构计算系统的搜索时间和提高解决方案质量。对于涉及40个随机生成的任务图和快速傅立叶变换的案例研究,实验结果表明,对于具有微处理器,浮点数字信号处理器和FPGA的系统,我们的方法在搜索时间方面优于先前的方法高达93倍,解决质量高达22.6%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Integrated Hardware/Software Codesign for Heterogeneous Computing Systems
This paper describes a strategy that integrates the task mapping and task scheduling steps for heuristic search techniques, with multiple neighbourhood functions to reduce search time and enchance solution quality in developing heterogeneous computing systems. For case studies involving 40 randomly generated task graphs and the fast Fourier transform, experimental results show that our approach outperfroms previous approaches in terms of search time by up to 93 times, and solution quality by up to 22.6% for a system with a microprocessor, a floating-point digital signal processor, and an FPGA.
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