消除了调度控制流密集型行为描述的内存访问瓶颈

S. Ravi, G. Lakshminarayana, N. Jha
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引用次数: 8

摘要

信号和图像处理、多媒体和网络协议等应用领域涉及处理存储在内存模块中的大量数据。这些应用程序的行为描述可能包含大量用于数据访问的数组引用。数组访问之间的依赖关系会导致高性能调度的派生出现瓶颈。我们引入了一种调度集成技术来识别和消除这些瓶颈。我们首先证明,如果调度器不考虑这些瓶颈,那么调度器的质量将会有很大的损失。然后,我们提出一种技术,通过在调度中引入称为验证操作的新操作来克服这些瓶颈。几个基准测试的实验结果表明,调度程序。与最近引入的用于控制流密集型行为描述(称为Wavesched)的调度器相比,我们的技术提供了两倍的性能提升(以平均时钟周期数衡量)。与基于路径的调度和循环定向调度等传统方法相比,Wavesched本身具有两倍的性能优势。此外,通过我们的方法获得的增强调度的最佳和最坏情况执行时间通常等于或远小于以前的调度程序获得的相应执行时间值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Removal of memory access bottlenecks for scheduling control-flow intensive behavioral descriptions
Application domains like signal and image processing, multimedia and networking protocols involve processing of huge amounts of data stored in memory modules. The behavioral descriptions of these applications may contain a large number of array references for data accesses. Dependencies between array accesses cause bottlenecks in the derivation of high performance schedules. We introduce a scheduling integrated technique to identify and remove these bottlenecks. We first demonstrate that there is a significant loss in the quality of a scheduler if these bottlenecks are not taken into account by the scheduler. We then propose a technique to overcome these bottlenecks by introducing new operations in the schedule called verification operations. Experimental results on several benchmarks show that a scheduler. powered by our technique demonstrates a two fold improvement in performance (measured in terms of the average number of clock cycles) over a recently introduced scheduler for control flow intensive behavioral descriptions, called Wavesched. Wavesched itself has a two fold performance advantage over traditional methods such as path based scheduling and loop directed scheduling. Also, the best- and worst-case execution times for the enhanced schedules obtained by our method are usually equal to or much less than the corresponding values for the execution times obtained by previous schedulers.
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