• DocumentCode
    2215091
  • 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
  • fYear
    2010
  • fDate
    Aug. 31 2010-Sept. 2 2010
  • Firstpage
    448
  • Lastpage
    451
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Field Programmable Logic and Applications (FPL), 2010 International Conference on
  • Conference_Location
    Milano
  • ISSN
    1946-1488
  • Print_ISBN
    978-1-4244-7842-2
  • Type

    conf

  • DOI
    10.1109/FPL.2010.91
  • Filename
    5694292