Parallel ABM for electricity distribution grids : a case study
Contribuinte(s) |
an Mey, Dieter Alexander, Michael Bientinesi, Paolo Cannataro, Mario Clauss, Carsten Costan, Alexandru Kecskemeti, Gabor Morin, Christine Ricci, Laura Sahuquillo, Julio Schulz, Martin Scarano, Vittorio Scott, Stephen L. Weidendorfer, Josef |
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Data(s) |
26/08/2013
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Resumo |
This paper introduces a parallel implementation of an agent-based model applied to electricity distribution grids. A fine-grained shared memory parallel implementation is presented, detailing the way the agents are grouped and executed on a multi-threaded machine, as well as the way the model is built (in a composable manner) which is an aid to the parallelisation. Current results show a medium level speedup of 2.6, but improvements are expected by incor-porating newer distributed or parallel ABM schedulers into this implementa-tion. While domain-specific, this parallel algorithm can be applied to similarly structured ABMs (directed acyclic graphs). |
Formato |
application/pdf |
Identificador | |
Publicador |
Springer Verlag |
Relação |
http://eprints.qut.edu.au/63508/1/PADABS_Boulaire_Revised.pdf http://link.springer.com/chapter/10.1007%2F978-3-642-54420-0_55 DOI:10.1007/978-3-642-54420-0_55 Boulaire, Fanny, Utting, Mark, & Drogemuller, Robin (2013) Parallel ABM for electricity distribution grids : a case study. In an Mey, Dieter, Alexander, Michael, Bientinesi, Paolo, Cannataro, Mario, Clauss, Carsten, Costan, Alexandru, et al. (Eds.) Euro-Par 2013: Parallel Processing Workshops BigDataCloud, DIHC, FedICI, HeteroPar, HiBB, LSDVE, MHPC, OMHI, PADABS, PROPER, Resilience, ROME, and UCHPC 2013, Aachen, Germany, August 26-27, 2013. Revised Selected Papers, Springer Verlag, Aachen, Germany, pp. 565-574. |
Direitos |
© Copyright 2014 Elsevier B.V., All rights reserved. |
Fonte |
School of Design; Creative Industries Faculty; Institute for Future Environments; Science & Engineering Faculty |
Palavras-Chave | #080309 Software Engineering #electricity distribution grid #network #composable ABM |
Tipo |
Conference Paper |