利用FPGA利用并行性更快地实现冒泡排序算法

Ashrak Rahman Lipu, Ruhul Amin, Md. Nazrul Islam Mondal, Md. Al Mamun
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引用次数: 12

摘要

排序是一个已经被研究了几十年的经典问题。从计算开始,人们就研究了许多排序算法。冒泡排序是一种非常常见且功能强大的排序技术,可用于不同的应用程序。对于高速数据处理,任何排序算法都需要更快、更高效的环境。为此,基于FPGA的硬件加速器在高速数据处理方面比通用处理器表现出更好的性能。本文采用FPGA实现了顺序和并行泡泡排序算法。我们表明,对于20个不同的数据输入,冒泡排序算法的并行实现比顺序实现快近10倍。但是,对于更多的数据输入,这种实现更快。
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Exploiting parallelism for faster implementation of Bubble sort algorithm using FPGA
Sorting is a classic problem that has been studied for decades. From the beginning of computing, many Sorting algorithms have been investigated. Bubble sort is a very common and powerful sorting technique used in different applications. For high speed data processing, we need faster and efficient environment for any sorting algorithm. In this purpose, FPGA based hardware accelerators can show better performance for high speed data processing than the general purpose processors. In this paper, the sequential and parallel bubble sort algorithm is implemented using FPGA. We show that parallel implementation of Bubble sort algorithm is almost 10 times faster than that of sequential implementation for 20 different data inputs. However, this implementation is faster for more data inputs.
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