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Processing with a million cores

Brown, Andrew D., Reeve, Jeffrey, Furber, Stephen and Lester, David, (2012) Processing with a million cores De Bosschere, Koen, D'Hollander, Gerhard R., Padua, David, Peters, Frans and Sawyer, Mark (eds.) In Applications, Tools and Techniques on the Road to Exascale Computing. vol. 22, IOS Press. 688 pp, pp. 327-334. (doi:10.3233/978-1-61499-041-3-327).

Record type: Conference or Workshop Item (Paper)

Abstract

Traditionally, the performance-limiting attributes of a multi-processor machine are memory bandwidth, the need to maintain state coherence, and simple synchronisation issues, or some combination of these. As the system size increases, so too does the relative cost overhead of solving these problems. The SpiNNaker engine is a million core system with over eight terabytes of distributed memory whose fundamental design axioms neatly sidestep these problems: the processors are not synchronised, the memory is not coherent, and the inter-processor communication is non-deterministic. How, then, can we perform meaningful computations with this architecture?

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Published date: May 2012
Venue - Dates: 14th Biennial ParCo Conference, ParCo2011, Belgium, 2012-05-01
Organisations: Electronics & Computer Science

Identifiers

Local EPrints ID: 340123
URI: http://eprints.soton.ac.uk/id/eprint/340123
ISBN: 978-1-61499-040-6
PURE UUID: 2743568a-0621-423c-b92c-587885f32940

Catalogue record

Date deposited: 12 Jun 2012 10:13
Last modified: 18 Jul 2017 05:47

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Contributors

Author: Andrew D. Brown
Author: Jeffrey Reeve
Author: Stephen Furber
Author: David Lester
Editor: Koen De Bosschere
Editor: Gerhard R. D'Hollander
Editor: David Padua
Editor: Frans Peters
Editor: Mark Sawyer

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