Clustering in stochastic asynchronous algorithms for distributed simulations

  • Authors:
  • Anatoli Manita;François Simonot

  • Affiliations:
  • Faculty of Mathematics and Mechanics, Moscow State University, Moscow, Russia;IECN, Université Henri Poincaré Nancy I, Esstin, Vandoeuvre, France

  • Venue:
  • SAGA'05 Proceedings of the Third international conference on StochasticAlgorithms: foundations and applications
  • Year:
  • 2005

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Abstract

We consider a cascade model of N different processors performing a distributed parallel simulation. The main goal of the study is to show that the long-time dynamics of the system have a cluster behaviour. To attack this problem we combine two methods: stochastic comparison and Foster–Lyapunov functions.