基于重写逻辑的动态规划方法的高效计算,对动态可重构系统进行建模和原型设计

M. Ayala-Rincón, R. Jacobi, Luis Gustavo A. Carvalho, C. Llanos, R. Hartenstein
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引用次数: 11

摘要

收缩数组提供了大量的并行性。然而,由于缺乏灵活性,它们的适用性仅限于一小部分计算问题。这种限制可以通过使用可重新配置的收缩数组来规避,其中节点互连和操作甚至可以在运行时重新定义。在这种情况下,可以探索几种可选择的收缩架构,并且需要强大的工具来建模和评估它们。我们展示了如何使用众所周知的重写逻辑环境来快速建模和模拟复杂的特定于应用程序的数字系统,从而加快其后续原型设计。我们展示了如何使用重写逻辑来建模和评估可重构的收缩体系结构,这些体系结构应用于几种动态规划方法的有效处理,以解决众所周知的问题,如全局和局部序列对齐(Smith-Waterman算法),近似字符串匹配和最长公共子序列的计算。基于重写逻辑的抽象模型实现了对所构想的体系结构的VHDL描述,并在APEX系列的FPGA上进行了综合。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling and prototyping dynamically reconfigurable systems for efficient computation of dynamic programming methods by rewriting-logic
Systolic arrays provide a large amount of parallelism. However, their applicability is restricted to a small set of computational problems due to their lack of flexibility. This limitation can be circumvented by using reconfigurable systolic arrays, where the node interconnections and operations can be redefined even at run time. In this context, several alternative systolic architectures can be explored and powerful tools are needed to model and evaluate them. We show how well-known rewriting-logic environments could be used to quickly model and simulate complex application specific digital systems speeding-up its subsequent prototyping. We show how to use rewriting-logic to model and evaluate reconfigurable systolic architectures which are applied to the efficient treatment of several dynamic programming methods for resolving well-known problems such as global and local sequence alignment (Smith-Waterman algorithm), approximate string matching and computation of the longest common subsequence. A VHDL description of the conceived architecture was implemented from the rewriting-logic based abstract models and synthesized over an FPGA of the APEX family.
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