Hardware acceleration of divide-and-conquer paradigms: a case study

W. Luk, V. Lok, I. Page
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引用次数: 24

Abstract

The authors describe a method for speeding up divide-and-conquer algorithms with a hardware coprocessor, using sorting as an example. The method employs a conventional processor for the 'divide' and 'merge' phases, while the 'conquer' phase is handled by a purpose-built coprocessor. It is shown how transformation techniques from the Ruby language can be adopted in developing a family of systolic sorters, and how one of the resulting designs is prototyped in eight FPGAs on a PC coprocessor board known as CHS2*4 from Algotronix. The execution of the hardware unit is embedded in a sorting program, with the PC host merging the sorted sequences from the hardware sorter. The performance of this implementation is compared against various sorting algorithms on a number of PC systems.<>
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分而治之范式的硬件加速:一个案例研究
作者描述了一种用硬件协处理器加速分治算法的方法,并以排序为例。该方法使用传统处理器处理“分割”和“合并”阶段,而“征服”阶段由专用协处理器处理。它展示了Ruby语言的转换技术如何用于开发一系列收缩分选器,以及如何在Algotronix的称为CHS2*4的PC协处理器板上的8个fpga中原型化其中一个结果设计。硬件单元的执行嵌入在排序程序中,PC主机合并来自硬件排序器的排序序列。将此实现的性能与许多PC系统上的各种排序算法进行了比较。
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Virtual wires: overcoming pin limitations in FPGA-based logic emulators The CM-2X: a hybrid CM-2/Xilinx prototype Hardware acceleration of divide-and-conquer paradigms: a case study Data-folding in SRAM configurable FPGAs WASMII: a data driven computer on a virtual hardware
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