A Survey on Parallel and Distributed Multi-Agent Systems

  • Alban Rousset
  • Bénédicte Herrmann
  • Christophe Lang
  • Laurent Philippe
Conference paper

DOI: 10.1007/978-3-319-14325-5_32

Part of the Lecture Notes in Computer Science book series (LNCS, volume 8805)
Cite this paper as:
Rousset A., Herrmann B., Lang C., Philippe L. (2014) A Survey on Parallel and Distributed Multi-Agent Systems. In: Lopes L. et al. (eds) Euro-Par 2014: Parallel Processing Workshops. Euro-Par 2014. Lecture Notes in Computer Science, vol 8805. Springer, Cham

Abstract

Simulation has become an indispensable tool for researchers to explore systems without having recourse to real experiments. Depending on the characteristics of the modeled system, methods used to represent the system may vary. Multi-agent systems are, thus, often used to model and simulate complex systems. Whatever modeling type used, increasing the size and the precision of the model increases the amount of computation, requiring the use of parallel systems when it becomes too large. In this paper, we focus on parallel platforms that support multi-agent simulations. Our contribution is a survey on existing platforms and their evaluation in the context of high performance computing. We present a qualitative analysis, mainly based on platform properties, then a performance comparison using the same agent model implemented on each platform.

Keywords

multi-agent simulation parallelism MAS 

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Copyright information

© Springer International Publishing Switzerland 2014

Authors and Affiliations

  • Alban Rousset
    • 1
  • Bénédicte Herrmann
    • 1
  • Christophe Lang
    • 1
  • Laurent Philippe
    • 1
  1. 1.Femto-ST Institute University of Franche-ComtéBesançon cedexFrance

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