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Distributed averaging is one of the simplest and most studied networkdynamics. Its applications range from cooperative inference in sensor networks,to robot formation, to opinion dynamics. A number of fundamental results andexamples scattered through the literature are gathered here and originallypresented, emphasizing the deep interplay between the network interconnectionstructure and the emergent global behavior.

From local averaging to emergent global behaviors: the fundamental role of network interconnections