Discrete flow networks: Bottleneck analysis and fluid approximations

The authors conduct bottleneck analysis of a deterministic dynamic discrete-flow network. The analysis presupposes only the existence of long-run averages, and is based on a continuous fluid approximation to the network in terms of these averages. The results provide functional strong laws-of-large-numbers for stochastic Jackson queueing networks since they apply to their sample paths with probability one.