DocumentCode :
3588953
Title :
Simulative Analysis of a Multidimensional Torus-Based Reconfigurable Cluster for Molecular Dynamics
Author :
Lawande, Abhijeet ; Hanchao Yang ; George, Alan D. ; Lam, Herman
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Florida, Gainesville, FL, USA
fYear :
2014
Firstpage :
387
Lastpage :
394
Abstract :
Molecular dynamics (MD) is a large-scale, communication-intensive problem that has been the subject of high-performance computing research and acceleration for years. Not surprisingly, the most success in accelerating MD comes from specialized systems such as the Anton machine. Our goal is to design a reconfigurable system that can accelerate MD while also being amenable to other communication-intensive applications. In this paper, we present a performance model for the 3D FFT kernel that forms the core of MD simulation on Anton. We validate the model against published Anton performance data and use the data to design and evaluate a similar interconnect for our existing Novo-G reconfigurable supercomputer. Through simulation studies, we predict that the upgraded machine will achieve nearly double the performance of Anton and fifty times that of established clusters like BlueGene/L for the 3D FFT kernel.
Keywords :
biocomputing; fast Fourier transforms; field programmable gate arrays; parallel processing; reconfigurable architectures; 3D FFT kernel; Anton machine; FPGA; MD; fast Fourier transform; field programmable gate array; high-performance computing; molecular dynamics; reconfigurable cluster; simulative analysis; Acceleration; Computational modeling; Delays; Field programmable gate arrays; Mathematical model; Solid modeling; Three-dimensional displays; Computer simulation; Field-programmable gate arrays; High-performance computing; Reconfigurable architectures;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Parallel Processing Workshops (ICCPW), 2014 43rd International Conference on
ISSN :
1530-2016
Type :
conf
DOI :
10.1109/ICPPW.2014.58
Filename :
7103476
Link To Document :
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