Journal of Siberian Federal University. Mathematics & Physics / Heterogeneous System MMPP/GI(2)/∞ with Random Customers Capacities

Full text (.pdf)
Issue
Journal of Siberian Federal University. Mathematics & Physics. 2019 12 (2)
Authors
Pankratova, Ekaterina V.; Moiseeva, Svetlana P.; Farhadov, Mais P.; Moiseev, Alexandr N.
Contact information
Pankratova, Ekaterina V.: V. A.Trapeznikov Institute of Control Sciences of RAS Profsouznaya, 65, Moscow, 117342 Russia; ; Moiseeva, Svetlana P.: National Research Tomsk State University Lenina Ave., 36, Tomsk, 634050 Russia; ; Farhadov, Mais P.: V. A.Trapeznikov Institute of Control Sciences of RAS Profsouznaya, 65, Moscow, 117342 Russia; ; Moiseev, Alexandr N.: National Research Tomsk State University Lenina Ave., 36, Tomsk, 634050 Russia;
Keywords
infinite-server queueing system; random capacity of customers; Markov Modulated Poisson Process
Abstract

A heterogeneous queuing system with an infinite number of servers is considered in this paper. Customers arrive in the system according to a Markov Modulated Poisson Process. The type of incoming customer is defined as i-type with probability pi (i = 1; 2). Each customer carries a random quantity of work (capacity of the customer). In this study service time does not depend on the customers capacities. It is shown that the joint probability distribution of the customers number and total capacities in the system is multidimensional Gaussian distribution under the asymptotic condition of an infinitely growing service time. Simulation results allow us to determine an applicability area of the asymptotic result

Pages
231–239
Paper at repository of SibFU
https://elib.sfu-kras.ru/handle/2311/110013