• 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