• DocumentCode
    2171314
  • Title

    Using special-purpose hardware to achieve a hundred-fold speedup in molecular dynamics simulations of proteins

  • Author

    Shaw, David

  • Author_Institution
    D. E. Shaw Res. & Center for Comput. Biol. & Bioinf., Columbia Univ., New York, NY, USA
  • fYear
    2010
  • fDate
    28-30 March 2010
  • Firstpage
    121
  • Lastpage
    121
  • Abstract
    Summary form only given. Molecular dynamics (MD) simulation has long been recognized as a potentially transformative tool for understanding the behavior of proteins and other biological macromolecules, and for developing a new generation of precisely targeted drugs. Many biologically important phenomena, however, occur over timescales that have previously fallen far outside the reach of MD technology. We have constructed a specialized, massively parallel machine, called Anton, that is capable of performing atomic-level simulations of proteins at a speed roughly two orders of magnitude beyond that of the previous state of the art. The machine has now simulated the behavior of a number of proteins for periods as long as a millisecond -- approximately 100 times the length of the longest such simulation previously published -- revealing aspects of protein dynamics that were previously inaccessible to both computational and experimental study. The speed at which Anton performs these simulations is the result of a tightly coupled codesign process in which novel algorithms and architectural features were developed in concert, guided in large part by an iterative process of performance analysis and optimization.
  • Keywords
    biology computing; parallel machines; proteomics; Anton machine; biological macromolecules; hundred-fold speedup; molecular dynamics simulation; parallel machine; proteins simulations; special-purpose hardware; Biological information theory; Biological system modeling; Computational modeling; Drugs; Hardware; Molecular biophysics; Parallel machines; Pharmaceutical technology; Protein engineering; Target recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Performance Analysis of Systems & Software (ISPASS), 2010 IEEE International Symposium on
  • Conference_Location
    White Plains, NY
  • Print_ISBN
    978-1-4244-6023-6
  • Electronic_ISBN
    978-1-4244-6024-3
  • Type

    conf

  • DOI
    10.1109/ISPASS.2010.5452044
  • Filename
    5452044