Fast discrete consensus based on gossip for makespan minimization in networked systems

• Mauro Franceschelli ^[1] ; Alessandro Giua ^[1] ; Carla Seatzu ^[1]
  1. [1] University of Cagliari

     University of Cagliari

     Cagliari, Italia

     
• Localización: Automatica: A journal of IFAC the International Federation of Automatic Control, ISSN 0005-1098, Vol. 56, 2015, págs. 60-69
• Idioma: inglés
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• Resumen

  • In this paper we propose a novel algorithm to solve the discrete consensus problem, i.e., the problem of distributing evenly a set of tokens of arbitrary weight among the nodes of a networked system. Tokens are tasks to be executed by the nodes and the proposed distributed algorithm minimizes monotonically the makespan of the assigned tasks. The algorithm is based on gossip -like asynchronous local interactions between the nodes. The convergence time of the proposed algorithm is superior with respect to the state of the art of discrete and quantized consensus by at least a factor O(n)O(n) in both theoretical and empirical comparisons.