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To use or not to use: Graphics processing units (GPUs) for pattern matching algorithms | IEEE Conference Publication | IEEE Xplore

To use or not to use: Graphics processing units (GPUs) for pattern matching algorithms


Abstract:

String matching is an important part in today's computer applications and Aho-Corasick algorithm is one of the main string matching algorithms used to accomplish this. Th...Show More

Abstract:

String matching is an important part in today's computer applications and Aho-Corasick algorithm is one of the main string matching algorithms used to accomplish this. This paper discusses that when can the GPUs be used for string matching applications using the Aho-Corasick algorithm as a benchmark We have to identify the best unit to run our string matching algorithm according to the performance of our devices and the applications. Sometimes CPU gives better performance than GPU and sometimes GPU gives better performance than CPU. Therefore, identifying this critical point is significant task for researchers who are using GPUs to improve the performance of their string matching applications based on string matching algorithms.
Date of Conference: 22-24 December 2014
Date Added to IEEE Xplore: 30 March 2015
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Conference Location: Colombo, Sri Lanka

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