高速最短路径协处理器设计

M. Idris, S. A. Bakar, E. M. Tamil, Z. Razak, N. M. Noor
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引用次数: 9

摘要

最短路径算法在图论中占有重要的地位,在交通和网络等领域得到了广泛的应用。大多数最短路径计算是在通用处理器上执行的,其中必须运行指令来读取输入,计算结果,并设置输出,这将在稍后降低整体性能。因此,作者提出了一种采用FPGA技术的硬件方法来寻找两个节点之间的最短路径。FPGA方法将演示如何使用并行性来显著减少与顺序工作相比的计算步骤。本文选择A-Star算法进行最短路径计算,因为A-Star算法基于其启发式特性,可以获得更优的运行时间。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
High-Speed Shortest Path Co-processor Design
Shortest path algorithms are significant in graph theory and have been applied in many applications such as transportation and networking. Most of the shortest path calculation is performed on general purpose processor where instructions must be run to read the input, compute the result, and set the output which later on will slow down the overall performance. Therefore, the authors proposed a hardware approach which implements FPGA technology to find the shortest path between two nodes. The FPGA approach will demonstrate how parallelism can be used to significantly reduce calculation steps compared to sequential effort. In this paper, A-Star algorithm has been chosen for the shortest path calculation since it can achieve superior time running based on its heuristic behavior.
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