String comparison is a critical issue in many application domains, including speech recognition, contents search, and bioinformatics. The similarity between two strings of lengths N and M can be computed in O(N × M) steps by means of a dynamic programming algorithm developed by Needleman and Wunsh. The algorithm can be effectively mapped onto a systolic array, resulting in a parallel implementation that executes in O(N + M) steps. In this paper we present a parallel implementation of the Needleman-Wunsh algorithm on the BioWall, a giant reconfigurable computing tissue conceived to prototype bio-inspired cellular systems. Our implementation is not aimed at competing with existing parallel implementations of the Needleman-Wunsh algorithm, since the BioWall suffers from the typical performance limitations of a large prototyping platform. Rather, it is a significant design experience in the field of reconfigurable computing because of the bio-inspired peculiarities of the BioWall architecture.

Performing DNA comparison on a bio-inspired tissue of FPGAs

BOGLIOLO, ALESSANDRO;
2003

Abstract

String comparison is a critical issue in many application domains, including speech recognition, contents search, and bioinformatics. The similarity between two strings of lengths N and M can be computed in O(N × M) steps by means of a dynamic programming algorithm developed by Needleman and Wunsh. The algorithm can be effectively mapped onto a systolic array, resulting in a parallel implementation that executes in O(N + M) steps. In this paper we present a parallel implementation of the Needleman-Wunsh algorithm on the BioWall, a giant reconfigurable computing tissue conceived to prototype bio-inspired cellular systems. Our implementation is not aimed at competing with existing parallel implementations of the Needleman-Wunsh algorithm, since the BioWall suffers from the typical performance limitations of a large prototyping platform. Rather, it is a significant design experience in the field of reconfigurable computing because of the bio-inspired peculiarities of the BioWall architecture.
2003
0769519261
978-076951926-5
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11576/1891652
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