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Detailed proof of ergodicity condition for the multi-server retrial queueing system with heterogeneous servers and phase type distribution of service

https://doi.org/10.67268/1812-5093-2026-34-1-118-124

EDN: PBYKZA

Abstract

Detailed proof of ergodicity for a multi-server retrial queueing system with heterogeneous servers, service times having a phase-type distribution with different irreducible representations and customer arrival defined by a Markovian arrival process is given. The proof consists of the use of the asymptotically quasi-Toeplitz Markov chains and Markov renewal processes theory

About the Authors

M. Liu
Belarusian State University
Belarus

Minsk



A. N. Dudin
Belarusian State University
Belarus

Minsk



References

1. Liu M., Dudin A. N. Steady-state analysis of the multi-server retrial queueing system with heterogeneous servers and phase type distribution of service times. Proceedings of the Institute of Mathematics of the NAS of Belarus, 2025, vol. 33, no. 1, pp. 111–120.

2. Klimenok V. I., Dudin A. N. Multi-dimensional asymptotically quasi-Toeplitz Markov chains and their application in queueing theory. Queueing Systems, 2006, vol. 54, pp. 245–259.

3. Dudin A. N., Klimenok V. I., Vishnevsky V. M. The Theory of Queuing Systems with Correlated Flows. Springer Nature, 2020.

4. Graham A. Kronecker Products and Matrix Calculus with Applications. Courier Dover Publications, Mineola, 2018.

5. Horn R. A., Johnson C. R. Matrix Analysis. Cambridge University Press, Cambridge, UK, 2012.

6. Neuts M. Matrix-Geometric Solutions in Stochastic Models. North Chelmsford, Courier Corpo-ration, 1994.

7. Cinlar E. Introduction to Stochastic Processes. Courier Corporation, 2013.


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For citations:


Liu M., Dudin A.N. Detailed proof of ergodicity condition for the multi-server retrial queueing system with heterogeneous servers and phase type distribution of service. Proceedings of the Institute of Mathematics of the NAS of Belarus. 2026;34(1):118-124. https://doi.org/10.67268/1812-5093-2026-34-1-118-124. EDN: PBYKZA

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ISSN 1812-5093 (Print)