DocumentCode
2092164
Title
A large deviations characterization of the fixed point of a ./G/1 queue
Author
Ganesh, A.J. ; Connell, Neil O. ; Prabhakar, Balaji
Author_Institution
BRIMS, Hewlett-Packard Labs., Bristol, UK
fYear
1998
fDate
22-26 Jun 1998
Firstpage
143
Lastpage
144
Abstract
This paper characterizes the large deviations behaviour of the fixed point of a ./G/1 queue. Given a general service time distribution with mean 1 and any α<1, the large deviation rate function, I α, of the fixed point with mean arrival rate α is derived. Iα is shown to be identical to the rate function of an exponential tilting of the service distribution. An implication of this result is that the fixed point has minimum relative entropy with respect to the service process over all processes satisfying the constraint that the mean arrival rate is α
Keywords
minimum entropy methods; queueing theory; statistical analysis; ./G/1 queue; exponential tilting; fixed point; general service time distribution; large deviation rate function; large deviations characterization; mean arrival rate; minimum relative entropy; service process; Context modeling; Context-aware services; Entropy; Laboratories; Tin;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Theory Workshop, 1998
Conference_Location
Killarney
Print_ISBN
0-7803-4408-1
Type
conf
DOI
10.1109/ITW.1998.706481
Filename
706481
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