DocumentCode
1748044
Title
Entropy and the timing capacity of discrete queues
Author
Prabhakar, Balaji ; Gallager, Rolbert
Author_Institution
Dept. of Electr. Eng., Stanford Univ., CA, USA
fYear
2001
fDate
2001
Firstpage
228
Abstract
Queueing systems which map Poisson input processes to Poisson output processes have been well-studied in classical queueing theory. This paper considers two discrete-time queues whose analogs in the continuous-time possess the Poisson-in-Poisson-out property. It is shown that when packets arriving according to an arbitrary ergodic stationary arrival process are passed through these queueing systems, the corresponding departure process has an entropy rate no less (some times strictly more) than the entropy rate of the arrival process. Some useful by-products are discrete-time versions of: (i) a proof of Burke´s (1956) theorem; (ii) a proof of the uniqueness, amongst renewal inputs, of the Poisson process as a fixed point for exponential server queues; and (iii) connections with the timing capacity of queues
Keywords
discrete time systems; entropy; queueing theory; stochastic processes; timing; Burke´s theorem proof; Poisson input process; Poisson output process; Poisson-in-Poisson-out property; continuous-time possess; departure process; discrete-time queues; entropy rate; ergodic stationary arrival process; exponential server queues; packet arrival; queueing systems; queueing theory; renewal inputs; timing capacity; uniqueness proof; Computer science; Entropy; Queueing analysis; Resumes; Stability; Timing;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Theory, 2001. Proceedings. 2001 IEEE International Symposium on
Conference_Location
Washington, DC
Print_ISBN
0-7803-7123-2
Type
conf
DOI
10.1109/ISIT.2001.936091
Filename
936091
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