an:05881649
Zbl 1213.60151
Miyazawa, Masakiyo
Tail decay rates in double QBD processes and related reflected random walks
EN
Math. Oper. Res. 34, No. 3, 547-575 (2009).
00277694
2009
j
60K25 90B25 60F10 60J80
quasi-birth-and-death process; partially homogeneous chain; two-dimensional queues; stationary distribution; rough decay rate; exact asymptotics; reflected random walk; Jackson network with server cooperation
Summary: A double quasi-birth-and-death (QBD) process is the QBD process whose background process is a homogeneous birth-and-death process, which is a synonym of a skip-free random walk in the two-dimensional positive quadrant with homogeneous reflecting transitions at each boundary face. It is also a special case of a 0-partially homogeneous chain introduced by Borovkov and Mogul'skii [Sib. Math. J. 37, No.~4, 647--682 (1996); translation from Sib. Mat. Zh. 37, No.~4, 745--782 (1996; Zbl 0878.60023)]. Our main interest is in the tail decay behavior of the stationary distribution of the double QBD process in the coordinate directions and that of its marginal distributions. In particular, our problem is to get their rough and exact asymptotics from primitive modeling data. We first solve this problem using the matrix analytic method. We then revisit the problem for the 0-partially homogeneous chain, refining existing results. We exemplify the decay rates for Jackson networks and their modifications.
Zbl 0878.60023