• DocumentCode
    1570605
  • Title

    GPGPU supported cooperative acceleration in molecular dynamics

  • Author

    Chen, Gang ; Li, Guobo ; Pei, Songwen ; Wu, Baifeng

  • Author_Institution
    Sch. of Comput. Sci., Fudan Univ., Shanghai
  • fYear
    2009
  • Firstpage
    113
  • Lastpage
    118
  • Abstract
    Molecular dynamics simulations have become a significant computational approach to study complicated physical phenomena at the atomic level. Nevertheless, accurate simulations are limited in size and timescale by the available computing resources, which make the simulations very time-consuming. This consequentially leads to tremendous computational requirements. Therefore, the need for speeding up this process is crucial. In this paper, we present a novel implementation to accelerate molecular dynamics simulations with GPGPU (general purpose graphics processing unit). Our goal is to reduce the total computational time of MD simulations at a very high performance/cost ratio with the introduction of the GPGPU algorithm. This is motivated by their enhanced programmability, attractive cost/performance ratio and incredible growth in speed. To demonstrate that GPGPUs already provide an inexpensive alternative to scientific applications, we have used AMD´s Brook+ streaming programming environment to implement a new parallel algorithm. Our experimental results show the novel approach achieves speedup by the factor of fifteen compared to the corresponding sequential implementation.
  • Keywords
    computer graphic equipment; molecular dynamics method; parallel algorithms; physics computing; AMD´s Brook+ streaming programming environment; GPGPU supported cooperative acceleration; general purpose graphics processing unit; molecular dynamics simulations; parallel algorithm; Acceleration; Arithmetic; Biomedical computing; Computational modeling; Computer simulation; Costs; Graphics; High performance computing; Parallel algorithms; Physics computing; Brook+; GPGPU; GPU; Molecular dynamics (MD);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Supported Cooperative Work in Design, 2009. CSCWD 2009. 13th International Conference on
  • Conference_Location
    Santiago
  • Print_ISBN
    978-1-4244-3534-0
  • Electronic_ISBN
    978-1-4244-3535-7
  • Type

    conf

  • DOI
    10.1109/CSCWD.2009.4968044
  • Filename
    4968044