如何在基于fpga的系统中高效实现正则表达式匹配

V. Rana, F. Bruschi, Marco Paolieri, D. Sciuto, M. Santambrogio
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引用次数: 0

摘要

这项工作提出了一个可重构的系统,能够通过一个并行和流水线核心(称为ReCPU)执行正则表达式匹配。该系统可以在可编程设备(如FPGA)上配置一组recpu,每个recpu利用给定输入字符串上的正则表达式匹配任务的单个实例。这些核心在同一字符串上并行工作,分析正则表达式的不同可能匹配。由于系统能够利用动态部分重新配置,因此它可以在运行时根据正则表达式的复杂性来调整设备上配置的内核数量。采用建议的解决方案还可以通过多核架构并行化正则表达式匹配过程,从而大大减少完成任务所需的时间。最后,运行时重新配置功能还允许减少所建议的方法所需的资源量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On How to Efficiently Implement Regular Expression Matching on FPGA-Based Systems
This work proposes a reconfigurable system able to perform - through a parallel and pipelined core, called ReCPU - regular expression matching. The system can configure on the programmable device, such as a FPGA, a set of ReCPUs, each one exploiting a single instance of the regular expression matching task on the given input string. These cores work in parallel on the same string analyzing different possible matching of the regular expression. Since the system is able to exploit dynamic partial reconfigurations, it can adapt at run-time the number of cores configured on the device, accordingly with the complexity of the regular expression. The adoption of the proposed solution makes it also possible to parallelize the regular expression matching process with a multiple cores architecture drastically reducing the time required for the completion of the task. Finally, run-time reconfiguration capabilities also allow to reduce the amount of resources required by the proposed approach.
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