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
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