Design of VLSI sorting accelerator architecture

Yun-Nan Chang, Chien Jung Fu
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Abstract

In this paper, the design of VLSI sorter architecture for the acceleration of data sorting operation is addressed. In order to support the sorting of the variable length sequences, the sorter architecture discussed in this paper is based on a central memory module equipped with some fundamental compare-and-swap (C&S) functional units. Three memory-based sorter designs have been addressed. In addition to the basic single-serial C&S architecture, two parallel approaches have been presented. The first approach based on the direct use of parallel C&S units can lead to the speedup of the sorting process nearly proportional to the number of parallel units being used. However, the second approach based on the multi-step cascaded C&S units can further reduce the number of memory data accesses significantly. The dissipation power due to the memory operation can then be reduced such that this approach will be suitable for low-power applications.
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超大规模集成电路排序加速器体系结构设计
本文讨论了为加速数据排序操作而设计的VLSI排序器体系结构。为了支持可变长度序列的排序,本文讨论的排序器体系结构是基于一个中央存储模块,该模块配备了一些基本的比较与交换(C&S)功能单元。本文讨论了三种基于内存的分选器设计。除了基本的单串行C&S体系结构外,还提出了两种并行方法。第一种方法基于直接使用并行C&S单元,可以导致排序过程的加速几乎与使用的并行单元的数量成正比。然而,基于多步级联C&S单元的第二种方法可以进一步显著减少内存数据访问次数。由于内存操作的耗散功率可以降低,因此这种方法将适用于低功耗应用。
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