Networks are largely viewed as a medium for communication from transmitters to receivers. More generally a network can be used as a medium to enable coordinated action between the entities represented by its nodes.
In this talk, we shall discuss various notions of convergence of dense graphs, and attempt to come up with a metric space where the notion of "left convergence" of graphs can be identified with Cauchy convergence.