• DocumentCode
    3200862
  • Title

    Implementing replica exchange molecular dynamics using work queue

  • Author

    Smith-Romero, Maritza ; Jin Niu ; Allen, Alicia ; Khosravi, Abbas ; Shuju Bai

  • Author_Institution
    Dept. of Comput. Sci., Southern Univ., Baton Rouge, LA, USA
  • fYear
    2013
  • fDate
    18-21 Dec. 2013
  • Firstpage
    63
  • Lastpage
    64
  • Abstract
    Replica exchange molecular dynamics (REMD) has been used by researchers to improve sampling rates in molecular dynamics simulations. In traditional t-REMD, individual replicas run in parallel at different temperatures. The neighboring replicas exchange temperature based on a criterion after a time interval. In this research, we implemented REMD on a computational framework, Work Queue, and evaluated the performance of Work Queue based REMD. The master-worker architecture was used in our implementation. All replicas were assigned to workers, outputs from replicas on workers were gathered and sent to the master and processed on the master. NAMD was used to carry out individual molecular dynamics simulations. The programming language used in the implementation was C. We evaluated the performance of Work Queue based REMD. The experimental results demonstrate linear scalability for lower number of replicas.
  • Keywords
    bioinformatics; molecular dynamics method; programming languages; replica techniques; NAMD; computational framework; linear scalability; master-worker architecture; molecular dynamics simulation; neighboring replicas exchange temperature; programming language; replica exchange molecular dynamics; work queue based REMD; Computational modeling; Computer science; Educational institutions; Mathematical model; Proteins; Scalability; Temperature distribution; NAMD; Work Queue; replica exchange molecular dynamics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Biomedicine (BIBM), 2013 IEEE International Conference on
  • Conference_Location
    Shanghai
  • Type

    conf

  • DOI
    10.1109/BIBM.2013.6732764
  • Filename
    6732764