DocumentCode
34281
Title
Pursuing Coordinated Trajectory Progression and Efficient Resource Utilization of GPU-Enabled Molecular Dynamics Simulations
Author
Schlachter, Samuel ; Herbein, Stephen ; Shuching Ou ; Logan, Jeremy S. ; Patel, Sandeep ; Taufer, Michela
Author_Institution
Univ. of Delaware, Newark, DE, USA
Volume
31
Issue
1
fYear
2014
fDate
Feb. 2014
Firstpage
40
Lastpage
50
Abstract
To address the challenge of pursuing coordinated trajectory progression and efficient resource utilization of GPU-enabled molecular dynamics (MD) simulations on nondedicated high-end clusters, our work aims to supplement, rather than rewrite, existing workflow and resource managers. To this end, we propose a companion module that complements workflow managers and a wrapper module that supports resource managers. We model the maximum utilization of our approach in comparison to the traditional common approach for two molecular simulations: a sodium dodecyl sulfate (SDS) system with dynamically variable job runtimes and a carbon nanotube system with hardware and application failures. In light of our solution, we estimate increased utilization in both simulations. These findings implicitly assure a more coordinated progression of long trajectories across GPUs on a cluster´s nodes.
Keywords
biology computing; graphics processing units; molecular biophysics; resource allocation; GPU-enabled molecular dynamics simulations; MD simulations; SDS system; application failure; carbon nanotube system; companion module; coordinated trajectory progression; dynamically variable job runtimes; graphics processing unit; hardware failure; maximum utilization model; nondedicated high-end clusters; resource manager; resource utilization; sodium dodecyl sulfate system; workflow manager; wrapper module; Accelerators; Carbon nanotubes; Computational biology; Computational modeling; Graphics processing units; Hardware; Mathematical model; Resource management; Trajectory;
fLanguage
English
Journal_Title
Design & Test, IEEE
Publisher
ieee
ISSN
2168-2356
Type
jour
DOI
10.1109/MDAT.2013.2284203
Filename
6616581
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