• DocumentCode
    2432142
  • Title

    A high performance implementation for Molecular Dynamics simulations on a FPGA supercomputer

  • Author

    Kasap, Server ; Benkrid, Khaled

  • Author_Institution
    Cyprus Int. Univ., Nicosia, Turkey
  • fYear
    2011
  • fDate
    6-9 June 2011
  • Firstpage
    375
  • Lastpage
    382
  • Abstract
    The design and implementation of an FPGA core that parallelises all the necessary operations to compute the non-bonded interactions in a MD simulation with the purpose of accelerating the LAMMPS MD software is presented in this paper. Our MD processor core comprised of 4 identical pipelines working independently in parallel to evaluate the non-bonded potentials, forces and virials was implemented on the nodes of a FPGA-based supercomputer, namely Maxwell. Implementing our FPGA core on multiple nodes of Maxwell allowed us to produce a special-purpose parallel machine for the hard-ware acceleration of MD simulations. The timing performance figures of this machine for the pairwise LJ and short-range Coulombic (via PPPM) interaction computations in the MD simulations of the solvated Rhodopsin protein systems show performance gains over the pure software implementation by factors of up to 14 on two or more nodes of the Maxwell machine.
  • Keywords
    biology computing; field programmable gate arrays; microprocessor chips; molecular dynamics method; FPGA core; FPGA supercomputer; LAMMPS MD software; MD processor core; MD simulation; Maxwell machine; Rhodopsin protein systems; identical pipelines; molecular dynamics simulations; nonbonded interactions; Biological system modeling; Computational modeling; Field programmable gate arrays; Force; Mathematical model; SDRAM; Software;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Adaptive Hardware and Systems (AHS), 2011 NASA/ESA Conference on
  • Conference_Location
    San Diego, CA
  • Print_ISBN
    978-1-4577-0598-4
  • Electronic_ISBN
    978-1-4577-0597-7
  • Type

    conf

  • DOI
    10.1109/AHS.2011.5963962
  • Filename
    5963962