Insensitivity and product-form decomposability of reallocatable GSMP

Citation
Miyazawa, Masakiyo, Insensitivity and product-form decomposability of reallocatable GSMP, Advances in applied probability , 25(2), 1993, pp. 415-437
ISSN journal
00018678
Volume
25
Issue
2
Year of publication
1993
Pages
415 - 437
Database
ACNP
SICI code
Abstract
A stochastic process, called reallocatable GSMP (RGSMP for short), is introduced in order to study insensitivity of its stationary distribution. RGSMP extends GSMP with interruptions, and is applicable to a wide range of queues, from the standard models such as BCMP and Kelly's network queues to new ones such as their modifications with interruptions and Serfozo's (1989) non-product form network queues, and can be used to study their insensitivity in a unified way. We prove that RGSMP supplemented by the remaining lifetimes is product-form decomposable, i.e. its stationary distribution splits into independent components if and only if a version of the local balance equations hold, which implies insensitivity of the RGSMP scheme in a certain extended sense. Various examples of insensitive queues are given, which include new results. Our proofs are based on the characterization of a stationary distribution for SCJP (self-clocking jump process) of Miyazawa (1991).