DocumentCode
3426224
Title
Blue Matter: Approaching the Limits of Concurrency for Classical Molecular Dynamics
Author
Fitch, Blake G ; Rayshubskiy, Aleksandr ; Eleftheriou, Maria ; Ward, T. J Christopher ; Giampapa, Mark ; Pitman, Michael C ; Germain, Robert S.
Author_Institution
IBM Res. Div., IBM Thomas J. Watson Res. Center, Yorktown Heights, NY
fYear
2006
fDate
11-17 Nov. 2006
Firstpage
44
Lastpage
44
Abstract
This paper describes a novel spatial-force decomposition for N-body simulations for which we observe O(sqrt(p)) communication scaling. This has enabled Blue Matter to approach the effective limits of concurrency for molecular dynamics using particle-mesh (FFT-based) methods for handling electrostatic interactions. Using this decomposition, Blue Matter running on Blue Gene/L has achieved simulation rates in excess of 1000 time steps per second and demonstrated significant speed-ups to O(1) atom per node. Blue Matter employs a communicating sequential process (CSP) style model with application communication state machines compiled to hardware interfaces. The scalability achieved has enabled methodologically rigorous biomolecular simulations on biologically interesting systems, such as membrane-bound proteins, whose time scales dwarf previous work on those systems. Major scaling improvements require exploration of alternative algorithms for treating the long range electrostatics
Keywords
biology computing; biomembranes; communicating sequential processes; fast Fourier transforms; mesh generation; molecular biophysics; parallel programming; proteins; Blue Gene/L; Blue Matter; FFT; N-body simulation; biologically interesting system; biomolecular simulation; communicating sequential process; communication state machine; electrostatic interactions; hardware interface; molecular dynamics; particle-mesh method; spatial-force decomposition; Biological system modeling; Biomembranes; Computational modeling; Concurrent computing; Electrostatics; Hardware; Nanobioscience; Parallel programming; Permission; Scalability;
fLanguage
English
Publisher
ieee
Conference_Titel
SC 2006 Conference, Proceedings of the ACM/IEEE
Conference_Location
Tampa, FL
Print_ISBN
0-7695-2700-0
Electronic_ISBN
0-7695-2700-0
Type
conf
DOI
10.1109/SC.2006.16
Filename
4090218
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