基于多核平台动态数据流信号处理应用的缓冲区尺寸优化

M. Michalska, E. Bezati, S. Brunet, M. Mattavelli
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引用次数: 2

摘要

在并行平台上执行数据流程序需要为每个缓冲区分配给定的大小,以便在不引入死锁的情况下执行正确的程序。此外,在动态数据流程序中,特定的缓冲区大小分配会导致吞吐量的显著差异,因此更合适的优化问题是指定缓冲区大小,从而使吞吐量最大化,并使使用的资源最小化。本文介绍了一种新的启发式方法,用于动态数据流程序的缓冲区尺寸,这被认为是更一般的设计空间探索过程的一个阶段。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Buffer dimensioning for throughput improvement of dynamic dataflow signal processing applications on multi-core platforms
Executing a dataflow program on a parallel platform requires assigning to each buffer a given size so that correct program executions take place without introducing any deadlock. Furthermore, in the case of dynamic dataflow programs, specific buffer size assignments lead to significant differences in the throughput, hence a more appropriate optimization problem is to specify the buffer sizes so that the throughput is maximized and the used resources are minimized. This paper introduces a new heuristic methodology for the buffer dimensioning of dynamic dataflow programs, which is considered as a stage of a more general design space exploration process.
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