DocumentCode
3046805
Title
High performance biosequence database scanning on reconfigurable platforms
Author
Oliver, Timothy ; Schmidt, Bertil
Author_Institution
Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore
fYear
2004
fDate
26-30 April 2004
Firstpage
192
Abstract
Summary form only given. Molecular biologists frequently compare an unknown protein sequence with a set of other known sequences (a database scan) to detect functional similarities. Even though efficient dynamic programming algorithms exist for the problem, the required scanning time is still very high, and because of the rapid database growth finding fast solutions is of highest importance to research in this area. We present a new approach to biosequence database scanning on reconfigurable hardware platforms to gain high performance at low cost. To derive an efficient mapping onto this type of architecture, we have designed fine-grained parallel processing elements (PEs). Since our solution is based on reconfigurable hardware, we can design PEs that are tailored towards the parameters of a query. This results in an implementation with significant runtime savings on a standard off-the-shelf FPGA.
Keywords
biology computing; field programmable gate arrays; molecular biophysics; parallel architectures; proteins; reconfigurable architectures; scientific information systems; sequences; FPGA; biosequence database scanning; functional similarity; parallel processing element; protein sequence; reconfigurable hardware platform; Costs; Databases; Dynamic programming; Hardware; Heuristic algorithms; Parallel processing; Performance gain; Process design; Protein sequence; Runtime;
fLanguage
English
Publisher
ieee
Conference_Titel
Parallel and Distributed Processing Symposium, 2004. Proceedings. 18th International
Print_ISBN
0-7695-2132-0
Type
conf
DOI
10.1109/IPDPS.2004.1303211
Filename
1303211
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