• DocumentCode
    53219
  • Title

    SpiNNaker—Programming Model

  • Author

    Brown, Andrew D. ; Furber, Steve B. ; Reeve, Jeffrey S. ; Garside, Jim D. ; Dugan, Kier J. ; Plana, Luis A. ; Temple, Steve

  • Author_Institution
    Dept. of Electron. & Electr. Eng., Univ. of Southampton, Southampton, UK
  • Volume
    64
  • Issue
    6
  • fYear
    2015
  • fDate
    June 1 2015
  • Firstpage
    1769
  • Lastpage
    1782
  • Abstract
    SpiNNaker is a multi-core computing engine, with a bespoke and specialised communication infrastructure that supports almost perfect scalability up to a hard limit of 216 × 18 = 1,179,648 cores. This remarkable property is achieved at the cost of ignoring memory coherency, global synchronisation and even deterministic message passing, yet it is still possible to perform meaningful computations. Whilst we have yet to assemble the full machine, the scalability properties make it possible to demonstrate the capabilities of the machine whilst it is being assembled; the more cores we connect, the larger the problems become that we are able to attack. Even with isolated printed circuit boards of 864 cores, interesting capabilities are emerging. This paper is the third of a series charting the development trajectory of the system. In the first two, we outlined the hardware build. Here, we lay out the (rather unusual) low-level foundation software developed so far to support the operation of the machine.
  • Keywords
    message passing; multiprocessing systems; parallel programming; synchronisation; SpiNNaker; communication infrastructure; deterministic message passing; global synchronisation; isolated printed circuit boards; low-level foundation software; memory coherency; multicore computing engine; programming model; scalability properties; Computer architecture; Hardware; Monitoring; Peer-to-peer computing; Program processors; Routing; Interconnection architectures; neurocomputers; parallel processors; real-time distributed;
  • fLanguage
    English
  • Journal_Title
    Computers, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9340
  • Type

    jour

  • DOI
    10.1109/TC.2014.2329686
  • Filename
    6834777