支持异构计算的DAG任务响应时间分析

M. A. Serrano, E. Quiñones
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引用次数: 22

摘要

硬件平台正在向并行和异构架构发展,以克服实时领域对更高性能的日益增长的需求。并行编程模型是利用这些体系结构的性能的基础。本文提出了一种新的响应时间分析(RTA)方法来验证支持异构计算的DAG任务的可调度性。分析了DAG执行部分在加速装置中的影响。因此,系统的响应时间上限比当前针对同构体系结构的现有RTA提供的响应时间上限更精确。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Response-Time Analysis of DAG Tasks Supporting Heterogeneous Computing
Hardware platforms are evolving towards parallel and heterogeneous architectures to overcome the increasing necessity of more performance in the real-time domain. Parallel programming models are fundamental to exploit the performance capabilities of these architectures. This paper proposes a novel response time analysis (RTA) for verifying the schedulability of DAG tasks supporting heterogeneous computing. It analyzes the impact of executing part of the DAG in the accelerator device. As a result, the response time upper bound of the system is more precise than the one provided by currently existing RTA targeting homogeneous architectures.
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