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
Link To Document :
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