Title :
Families of FPGA-based algorithms for approximate string matching
Author :
Van Court, Tom ; Herbordt, Martin C.
Author_Institution :
Dept. of Electr. & Comput. Eng., Boston Univ., MA, USA
Abstract :
Dynamic programming for approximate string matching is a large family of different algorithms, which vary significantly in purpose, complexity, and hardware utilization. Many implementations have reported impressive speed-ups, but have typically been point solutions -highly specialized and addressing only one or a few of the many possible options. The problem to be solved is creating a hardware description that implements a broad range of behavioral options without losing efficiency due to feature bloat. We report a set of three component types that address different parts of the DP string matching problem. Multiple, interchangeable implementations are available for each component type. This allows each application to choose the feature set required, then make maximum use of the FPGA fabric according to that application´s specific resource requirements. Synthesis estimates show a 4:1 improvement in time-space performance, depending on the options chosen for a specific matching task.
Keywords :
dynamic programming; field programmable gate arrays; string matching; DP string matching; FPGA-based algorithms; approximate string matching; dynamic programming; hardware description; hardware utilization; Amino acids; Bioinformatics; DNA; Databases; Dynamic programming; Fabrics; Field programmable gate arrays; Hardware; Proteins; Sequences;
Conference_Titel :
Application-Specific Systems, Architectures and Processors, 2004. Proceedings. 15th IEEE International Conference on
Print_ISBN :
0-7695-2226-2
DOI :
10.1109/ASAP.2004.1342484