Title :
Reconfigurable Systems for the Zuker and Predator Algorithms for Secondary Structure Prediction of Genetic Data
Author :
Smerdis, Miltiadis ; Dagritzikos, Panagiotis ; Chrysos, Grigorios ; Sotiriades, Euripides ; Dollas, Apostolos
Author_Institution :
Dept. of Electron. & Comput. Eng., Tech. Univ. of Crete, Chania, Greece
fDate :
Aug. 31 2010-Sept. 2 2010
Abstract :
Secondary structure prediction is a compute-intensive task that is used in many bioinformatics applications. In this paper we have selected two of the most well-known secondary structure prediction algorithms, the Predator and the Zuker algorithm, and we present two FPGA-based systems that implement them. Also, this paper presents different schemes of data reuse and data organization of structure prediction systems to avoid the data I/O bottleneck. The speedup of the execution time is at least 37x for the Predator method and 3x for the Zuker method compared to the corresponding software implementations. Finally, this paper shows that the exploitation of FPGA capabilities offers high performance systems that can be used by the bioinformatics community.
Keywords :
biocomputing; bioinformatics; field programmable gate arrays; genetic algorithms; reconfigurable architectures; FPGA-based systems; Zuker algorithms; bioinformatics applications; bioinformatics community; compute-intensive task; data I/O bottleneck; data organization; data reuse; genetic data; predator algorithms; reconfigurable systems; secondary structure prediction algorithms; software implementations; structure prediction systems; Bioinformatics; Reconfigurable architecture; Secondary structure prediction;
Conference_Titel :
Field Programmable Logic and Applications (FPL), 2010 International Conference on
Conference_Location :
Milano
Print_ISBN :
978-1-4244-7842-2
DOI :
10.1109/FPL.2010.91