High-performance biocomputing for simulating the spread of contagion over large contact networks
Virginia Bioinformatics Institute, Virginia Tech, Blacksburg, VA, USA
IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences (ICCABS), 2011
@article{bisset2011high,
title={High-performance biocomputing for simulating the spread of contagion over large contact networks},
author={Bisset, K.R. and Aji, A.M. and Marathe, M.V. and Feng, W.},
year={2011},
publisher={IEEE}
}
Many important biological problems can be modeled as contagion diffusion processes over interaction networks. This paper shows how the EpiSimdemics interaction-based simulation system can be applied to the general contagion diffusion problem. Two specific problems, computational epidemiology and human immune system modeling, are given as examples. We then show how the graphics processing unit (GPU) within each compute node of a cluster can effectively be used to speedup the execution of these types of problems by an additional 3.3-fold over a CPU-only solution.
August 12, 2011 by hgpu
