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
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