ON HEAVY TRAFFIC APPROXIMATIONS FOR TRANSIENT CHARACTERISTICS OF M M/INFINITY QUEUES/

Citation
Fm. Guillemin et al., ON HEAVY TRAFFIC APPROXIMATIONS FOR TRANSIENT CHARACTERISTICS OF M M/INFINITY QUEUES/, Journal of Applied Probability, 33(2), 1996, pp. 490-506
Citations number
21
Categorie Soggetti
Statistic & Probability","Statistic & Probability
ISSN journal
00219002
Volume
33
Issue
2
Year of publication
1996
Pages
490 - 506
Database
ISI
SICI code
0021-9002(1996)33:2<490:OHTAFT>2.0.ZU;2-S
Abstract
In this paper, transient characteristics related to excursions of the occupation process of M/M/infinity queues are studied, when the excurs ion level is large and close to the mean offered load. We show that th e classical diffusion approximation by an Ornstein-Uhlen-beck (OU) pro cess captures well the average values of the transient variables consi dered, while the asymptotic distributions of these variables depart fr om those corresponding to the OU process. They exhibit, however equiva lent tail behaviour at infinity and numerical evidence shows that they are amazingly close to each other over the whole half-line.