DocumentCode :
2206986
Title :
Broadcast scheduling for information distribution
Author :
Su, Chi-Jiun ; Tassiulas, Leandros
Author_Institution :
Dept. of Electr. Eng., Maryland Univ., College Park, MD, USA
Volume :
1
fYear :
1997
fDate :
7-12 Apr 1997
Firstpage :
109
Abstract :
Broadcast data delivery is encountered in many applications where there is a need to disseminate information to a large user community in a wireless asymmetric communication environment. We consider the problem of scheduling the data broadcast such that the access latency experienced by the users is low. In a push-based system, where the users cannot place requests directly to the server and the broadcast schedule should be determined based solely on the access probabilities, we formulate a deterministic dynamic optimization problem, the solution of which provides the optimal broadcast schedule. Properties of the optimal solution are obtained and then we propose a suboptimal dynamic policy which achieves mean access latency close to the lower bound. The policy has low complexity, it is adaptive to changing access statistics, and is easily generalized to multiple broadcast channels. In a pull-based system where the users may place requests about information items directly to the server, the scheduling can be based on the number of pending requests for each item. Suboptimal policies with good performance are obtained in this case as well. Finally, it is demonstrated by a numerical study that as the request generation rate increases, the achievable performance of the pull- and push-based systems becomes almost identical
Keywords :
adaptive systems; optimisation; probability; radio data systems; radio networks; scheduling; statistical analysis; telecommunication channels; access probabilities; access statistics; adaptive policy; broadcast data delivery; broadcast scheduling; deterministic dynamic optimization problem; information distribution; lower bound; mean access latency; multiple broadcast channels; optimal broadcast schedule; performance; pull-based system; push-based system; request generation rate; suboptimal dynamic policy; wireless asymmetric communication; Bandwidth; Broadcasting; Communication channels; Delay; Educational institutions; Engineering profession; Scalability; Scheduling; Statistics; Wireless communication;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
INFOCOM '97. Sixteenth Annual Joint Conference of the IEEE Computer and Communications Societies. Driving the Information Revolution., Proceedings IEEE
Conference_Location :
Kobe
ISSN :
0743-166X
Print_ISBN :
0-8186-7780-5
Type :
conf
DOI :
10.1109/INFCOM.1997.635120
Filename :
635120
Link To Document :
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