Processing N-ary trees in reconfigurable hardware

V. Sklyarov, I. Skliarova, A. Sudnitson
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Abstract

The paper discusses effectiveness of N-ary trees for solving different application problems with case studies on search and sort. A new method for representation of trees in memory, which takes advantages of widely available in commercial Field-Programmable Gate Array (FPGA) built-in block RAM, is proposed. It is shown that N-ary trees can be coded in such a way that enables the required size of memory to be significantly reduced with practically the same performance as in the previously developed methods. Thus, larger trees can be stored and further handled in FPGAs with equal hardware resources. It is also shown that the trees can be processed using both iterative and recursive techniques. The latter is discussed in detail due to opportunities for more compact and clear specifications, and comparison is done with the previous results permitting very good performance to be achieved.
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在可重构硬件中处理n元树
本文以搜索和排序为例,讨论了n树在解决不同应用问题时的有效性。提出了一种利用商用现场可编程门阵列(FPGA)内置块RAM中广泛使用的树在内存中的表示方法。结果表明,可以用这样一种方式来编码N-ary树,这种方式可以显著减少所需的内存大小,并且与以前开发的方法几乎具有相同的性能。因此,更大的树可以在fpga中存储和进一步处理,具有相同的硬件资源。还表明,可以使用迭代和递归技术处理树。由于有机会获得更紧凑和更清晰的规范,因此对后者进行了详细讨论,并与先前的结果进行了比较,从而实现了非常好的性能。
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