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JOURNALS // Vestnik TVGU. Seriya: Prikladnaya Matematika [Herald of Tver State University. Series: Applied Mathematics] // Archive

Vestnik TVGU. Ser. Prikl. Matem. [Herald of Tver State University. Ser. Appl. Math.], 2021 Issue 2, Pages 56–67 (Mi vtpmk616)

Theory of Probability and Mathematical Statistics

Required service rate for mixed traffic

O. I. Sidorovaa, Yu. S. Khokhlovb

a Tver State University, Tver
b Lomonosov Moscow State University, Moscow

Abstract: In this paper we analyse the nonhomogenous traffic model based on sum of independent Fractional Brownian motion and symmetric $\alpha$-stable Levy process with different Hurst exponents $H_1$ and $H_2=1/\alpha$ and present bounds for the required service rate under QoS constraints. It is well known that for the processes with long-tailed increments effective bandwidths are not expressed by means of the moment generating function of the input flow. However we can derive simple relations between the flow parameters, service rate $C$ and overflow probabilities $\varepsilon (b)$ for finite and infinite buffer. In this way it is possible to find required service rate $C$ under a constraint on maximum overflow probability.

Keywords: fractional brownian motion, $\alpha$-stable Levy process, mixed taffic models, quality of service estimation, overflow probability, rate of service.

UDC: 519.216

Received: 13.04.2021
Revised: 30.04.2021

DOI: 10.26456/vtpmk616



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© Steklov Math. Inst. of RAS, 2025