Performance sensitivity formulas and optimal control of closed queueing networks

Dye Jyun Ma*, Xi Ren Cao

*Corresponding author for this work

Research output: Contribution to journalConference article published in journalpeer-review

2 Citations (Scopus)

Abstract

For closed exponential queueing networks, the derivatives of performance measures with respect to a service rate can be expressed in terms of a realization factor which satisfies a set of linear equations. In this paper, the derivative of the performance measure is first analytically derived via realization factors for a two-server cyclic network and is then extended to networks with load-dependent servers. In particular, the derivative with respect to a service rate is shown to be a product of a positive term and a quantity whose sign only depends on other service rates of the network. The results have immediate applications to optimal control of queues. Examples from flow control and service rate control of queueing networks are discussed.

Original languageEnglish
Pages (from-to)167-172
Number of pages6
JournalProceedings of the IEEE Conference on Decision and Control
Volume1
Publication statusPublished - 1990
Externally publishedYes
EventProceedings of the 29th IEEE Conference on Decision and Control Part 6 (of 6) - Honolulu, HI, USA
Duration: 5 Dec 19907 Dec 1990

Fingerprint

Dive into the research topics of 'Performance sensitivity formulas and optimal control of closed queueing networks'. Together they form a unique fingerprint.

Cite this