Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
1156683 | Stochastic Processes and their Applications | 2006 | 25 Pages |
Abstract
Consider a data network model in which sources begin to transmit at renewal time points {Sn}{Sn}. Transmissions proceed for random durations of time {Tn}{Tn} and transmissions are assumed to proceed at fixed rate unity. We study M(t)M(t), the number of active sources at time tt, a process we term the activity rate process , since M(t)M(t) gives the overall input rate into the network at time tt. Under a variety of heavy-tailed assumptions on the inter-renewal times and the duration times, we can give results on asymptotic behavior of M(t)M(t) and the cumulative input process A(t)=∫0tM(s)ds.
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Physical Sciences and Engineering
Mathematics
Mathematics (General)
Authors
Thomas Mikosch, Sidney Resnick,