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SCHEDULE: NOV 11-17, 2006

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Data-Driven Time Parallelization

Session: Poster Reception

Event Type: Poster

Time: 5:15pm - 7:15pm

Author(s): Lei Ji, Yanan Yu, Namas Chandra, Hugh Nymeyer, Ashok Srinivasan

Location: Ballroom Corridor

Abstract:
We present a new approach to parallelization of important scientific applications. It is based on the observation that results of prior, related, simulations are often available. We use such data to parallelize the time domain. We demonstrate the effectiveness of our approach in Molecular Dynamics (MD) simulations, which are widely used in nano and nano-bio sciences. An important limitation of MD is that the time-step size is around a femto-second. So a large number of time-steps are required to simulate to realistic time scales. Conventional parallelization is of limited effectiveness here -- the most scalable codes currently are not efficient at granularities finer than several milliseconds per iteration. Using our approach, Carbon Nanotube simulations scale to granularities as fine as around ten microseconds per iteration. We also present results on protein unfolding simulations of AFM pulling, where we obtain additional one order of magnitude scalability over conventional parallelization.




Chair/Author Details:

Lei Ji
Florida State University

Yanan Yu
Florida State University

Namas Chandra
Florida State University

Hugh Nymeyer
Florida State University

Ashok Srinivasan
Florida State University






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