Fixing convergence of Gaussian belief propagation
Jason K. Johnson, Danny Bickson, et al.
ISIT 2009
In this paper we present algorithms, which given a circular arrangement of n uniquely numbered processes, determine the maximum number in a distributive manner. We begin with a simple unidirectional algorithm, in which the number of messages passed is bounded by 2 n log n + O(n). By making several improvements to the simple algorithm, we obtain a unidirectional algorithm in which the number of messages passed is bounded by 1.5nlogn + O(n). These algorithms disprove Hirschberg and Sinclair's conjecture that O(n2) is a lower bound on the number of messages passed in undirectional algorithms for this problem. At the end of the paper we indicate how our methods can be used to improve an algorithm due to Peterson, to obtain a unidirectional algorithm using at most 1.356nlogn + O(n) messages. This is the best bound so far on the number of messages passed in both the bidirectional and unidirectional cases. © 1982.
Jason K. Johnson, Danny Bickson, et al.
ISIT 2009
Danny Dolev, Cynthia Dwork, et al.
SIAM Journal on Computing
Jehoshua Bruck, Danny Dolev, et al.
Journal of Parallel and Distributed Computing
Amotz Bar-Noy, Danny Dolev, et al.
PODC 1987