Zapiski Nauchnykh Seminarov POMI, Probability and statistics. Part 21, Tome 431 (2014), pp. 110-139
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E. S. Kosarevskaya. On stochastic models of service system with dependent process characteristics. Zapiski Nauchnykh Seminarov POMI, Probability and statistics. Part 21, Tome 431 (2014), pp. 110-139. http://geodesic.mathdoc.fr/item/ZNSL_2014_431_a7/
@article{ZNSL_2014_431_a7,
author = {E. S. Kosarevskaya},
title = {On stochastic models of service system with dependent process characteristics},
journal = {Zapiski Nauchnykh Seminarov POMI},
pages = {110--139},
year = {2014},
volume = {431},
language = {ru},
url = {http://geodesic.mathdoc.fr/item/ZNSL_2014_431_a7/}
}
TY - JOUR
AU - E. S. Kosarevskaya
TI - On stochastic models of service system with dependent process characteristics
JO - Zapiski Nauchnykh Seminarov POMI
PY - 2014
SP - 110
EP - 139
VL - 431
UR - http://geodesic.mathdoc.fr/item/ZNSL_2014_431_a7/
LA - ru
ID - ZNSL_2014_431_a7
ER -
%0 Journal Article
%A E. S. Kosarevskaya
%T On stochastic models of service system with dependent process characteristics
%J Zapiski Nauchnykh Seminarov POMI
%D 2014
%P 110-139
%V 431
%U http://geodesic.mathdoc.fr/item/ZNSL_2014_431_a7/
%G ru
%F ZNSL_2014_431_a7
We consider a generalization of a service system model introduced by I. Kaj and M. Taqqu. Unlike their setting, we drop the unnatural assumption of independence between the duration and required resources quantity of a service process. We present a number of limit theorems for the process of integral workload. Wiener process, Fractional Brownian motion, or Stable Lévy process may show up as the limits.
[1] I. Kaj, M. S. Taqqu, “Convergence to fractional Brownian motion and to the Telecom process: the integral representation approach”, In and Out of Equilibrium, v. 2, Ser. Progress in Probability, 60, Birkhäuser, Basel, 2008, 383–427 | MR | Zbl
[2] M. Lifshits, Random Processes by Example, World Scientific, Sigapure, 2014 | MR | Zbl
[3] K. A. Aksenova, “O stokhasticheskikh modelyakh teletrafika s tyazhëlymi khvostami raspredelenii”, Zap. nauchn. semin. POMI, 384, 2010, 5–20 | MR
[4] E. S. Garai, “O predelnoi teoreme v nekotorykh sistemakh obsluzhivaniya”, Zap. nauchn. semin. POMI, 431, 2014, 56–71
[5] D. V. Astakhova, Veroyatnosti bolshikh uklonenii v stokhasticheskikh modelyakh teletrafika, Diplomnaya rabota, SPbGU, 2011