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 incorporating newer distributed or parallel ABM schedulers into this implementation. While domain-specific, this parallel algorithm can be applied to similarly structured ABMs (directed acyclic graphs). © 2014 Springer-Verlag Berlin Heidelberg.
CITATION STYLE
Boulaire, F., Utting, M., & Drogemuller, R. (2014). Parallel ABM for electricity distribution grids: A case study. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 8374 LNCS, pp. 565–574). Springer Verlag. https://doi.org/10.1007/978-3-642-54420-0_55
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