… Network traffic As a basic example of a complex system with a network topology, …
Managing complex stochastic systems with a network topology is associated with solving a …

… special and important stochastic models— the iid process and the Markov process—which …
concerning stochastic processes other than the iid process and Markov processes, such as …

… According to formula (11), the stochastic process of Ad Hoc network topology has the Markov
attribution, that is, conditional shift probability of Markov stochastic process with continuous …

… , the stochastic network calculus comprises a much larger variety of stochastic processes, …
For arbitrary feed-forward topologies there exist methods that transform the network into the …

… of topology in the next section. In section III, we provide an overview of small world networks
… on them in the framework of perturbation of stochastic matrices. The two-level hierarchical …

… to the approximations taken over the lifetime of the process do not accumulate to make our
… as the process evolves. Thus, even with multiple approximations, the error in our process …

… on the direct network equivalents. We find that the description of the network topology is …
We also find it necessary to introduce into the stochastic network geometry both extended …

… More precisely, we identify topological properties of the graph … We apply these results to
several network topologies including … We also study the star topology and the Erdos-Renyi graph …

… λeff = λ/β that depends on the topology of the contact network [36–42]. Here we consider the
SIS dynamics on top of the less structured network, the classical Erdös-Rényi random graph …

… show that mathematical models of stochastic networks can be analyzed by using general
results on stochastic processes. It could be argued that, since stochastic networks are "applied"…