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
Link To Document :
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