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On a Class of Levy Stochastic Networks

机译:On a Class of Levy Stochastic Networks

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We consider a Levy stochastic network as a regulated multidimensional Levy process. The reflection direction is constant on each boundary of the positive orthant and the corresponding reflection matrix corresponds to a single-class network. We use the representation of the Levy process and Ito's formula to arrive at some equations for the steady-state process; the latter is shown to exist, under natural stability conditions. We specialize first to the class of Levy processes with non-negative jumps and then add the assumption of self-similarity. We show that the stationary distribution of the network corresponding the latter process does not has product form (except in trivial cases). Finally, we derive asymptotic bounds for two-dimensional Levy stochastic network.

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