• DocumentCode
    2062024
  • Title

    An Application Specific Processor for Montecarlo Simulations

  • Author

    Danese, G. ; Leporati, F. ; Bera, M. ; Giachero, M. ; Nazzicari, N. ; Spelgatti, A.

  • Author_Institution
    Dip. di Informatica e Sistemistica, Pavia Univ.
  • fYear
    2007
  • fDate
    7-9 Feb. 2007
  • Firstpage
    262
  • Lastpage
    269
  • Abstract
    In this paper we describe an accelerator based on FPGA technology and interfaced to an external host computing system through standard bus connections; it is conceived to accelerate double precision floating point operations, present in the energy calculation of Monte Carlo (MC) metropolis particle system simulations. The accelerator plays the role of coprocessor giving a speed-up factor equal to 4, with respect last generation PCs. The proposed solution is based on COTS components and shows good characteristics of scalability in terms of clock frequency, memory capability and number of computing units. Moreover, the accelerator can be also conceived as a part of a computing system made up by a cluster of accelerated workstations
  • Keywords
    Monte Carlo methods; application specific integrated circuits; field programmable gate arrays; floating point arithmetic; microprocessor chips; COTS component; FPGA technology; Monte Carlo metropolis particle system simulation; accelerated workstation; application specific processor; commercial-off-the-shelf; computing system accelerator; coprocessor; double precision floating point operation; energy calculation; external host computing system; field programmable gate arrays; standard bus connection; Acceleration; Application specific processors; Computational modeling; Computer interfaces; Coprocessors; Field programmable gate arrays; Monte Carlo methods; Particle accelerators; Personal communication networks; Scalability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Parallel, Distributed and Network-Based Processing, 2007. PDP '07. 15th EUROMICRO International Conference on
  • Conference_Location
    Napoli
  • ISSN
    1066-6192
  • Print_ISBN
    0-7695-2784-1
  • Type

    conf

  • DOI
    10.1109/PDP.2007.21
  • Filename
    4135286