嵌入式Java硬件加速器中数组数据的预取

Yi-Ruei Wu, Yu-Sheng Chen, J. Shann
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引用次数: 0

摘要

为了提高程序的效率,减少由内存访问引起的停顿是很重要的。传统程序在访问底层内存时通常会花费大量时间在内存中断上,Java程序也是如此。为了减少内存失速时间,预取是一种可行的解决方案。我们观察了数组访问的一些明显属性,因此我们可以利用这些属性预取数组数据。我们分析了这些特性,并提出了一种适合嵌入式Java硬件加速器的数组预取机制,以减少内存占用时间。我们的方法平均减少了大约25%的数组停顿时间,对于一些基于数组的程序甚至可以减少50%。
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Prefetching for array data in embedded Java hardware accelerator
For improving the efficiency of a program, it is important to reduce stalls caused by memory access. Traditional programs usually spend much time on memory stalls when accessing lower-level memory, and so do Java programs. In order to reduce memory stall time, prefetching is a feasible solution. We observed some obvious properties of array access so that we could prefetch array data by taking advantage of these properties. We analyzed these properties and proposed a suitable array prefetching mechanism for embedded Java hardware accelerators so as to reduce the time spent on memory stalls. Our approach eliminates about 25% of array stall time on average and even up to 50% for some array-based programs.
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