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Broadcast program generation for unordered queries with data replication

Published: 09 March 2003 Publication History

Abstract

We study in this paper the problem of broadcasting dependent data for unordered queries. However, most prior studies on dependent data broadcasting are limited to the premise of no data replication. Different from other prior studies, we investigate the effect of data replication in this paper. Specifically, we first derive several theoretical properties for the average access time by analyzing the model of dependent data broadcasting. On the basis of the theoretical results, we develop a genetic algorithm to generate broadcast programs with replication. In order to compare the performance of the proposed algorithm and the prior studies, several experiments are conducted. Our experimental results show that with the analytical results derived, the theoretical results derived are able to guide the search of the genetic algorithm very effectively, and lead to solution broadcast programs of higher quality than those of the prior studies.

References

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Y. D. Chung and M. H. Kim. Effective Data Placement for Wireless Broadcast. Distributed and Parallel Databases, 9(2):133--150, March 2001.
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D. E. Goldberg. Genetic Algorithms in Search, Optimization, and Machine Learning. Addison Wesley, 1989.
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N. H. Vaidya and S. Hameed. Scheduling Data Broadcast in Asymmetric Communication Environments. ACM Wireless Networks, 5(3), May 1999.
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M. Wall. GAlib: A C++ Library of Genetic Algorithm Components. http://lancet.mit.edu/ga, August 1996.
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E. Yajima, T. Hara, M. Tsukamoto, and S. Nishio. Scheduling and Caching Strategies for Broadcasting Correlated Data. In Proceedings of the ACM Symposium on Applied Computing, pages 504--509, March 2002.

Cited By

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  • (2019)Optimizing Channel Utilization for Wireless Broadcast DatabasesAlgorithms, Methods, and Applications in Mobile Computing and Communications10.4018/978-1-5225-5693-0.ch008(178-203)Online publication date: 2019
  • (2014)Data Retrieval Scheduling for Multi-Item Requests in Multi-Channel WirelessBroadcast EnvironmentsIEEE Transactions on Mobile Computing10.1109/TMC.2013.3213:4(752-765)Online publication date: 1-Apr-2014
  • (2014)Minimizing the Access Time of Multi-item Requests in Wireless Data Broadcast EnvironmentsProceedings of the 2014 10th International Conference on Mobile Ad-hoc and Sensor Networks10.1109/MSN.2014.38(228-235)Online publication date: 19-Dec-2014
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Published In

cover image ACM Conferences
SAC '03: Proceedings of the 2003 ACM symposium on Applied computing
March 2003
1268 pages
ISBN:1581136242
DOI:10.1145/952532
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 09 March 2003

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Author Tags

  1. data broadcast
  2. genetic algorithm
  3. mobile computing
  4. mobile information system

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SAC03
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SAC03: ACM Symposium on Applied Computing
March 9 - 12, 2003
Florida, Melbourne

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Overall Acceptance Rate 1,650 of 6,669 submissions, 25%

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Cited By

View all
  • (2019)Optimizing Channel Utilization for Wireless Broadcast DatabasesAlgorithms, Methods, and Applications in Mobile Computing and Communications10.4018/978-1-5225-5693-0.ch008(178-203)Online publication date: 2019
  • (2014)Data Retrieval Scheduling for Multi-Item Requests in Multi-Channel WirelessBroadcast EnvironmentsIEEE Transactions on Mobile Computing10.1109/TMC.2013.3213:4(752-765)Online publication date: 1-Apr-2014
  • (2014)Minimizing the Access Time of Multi-item Requests in Wireless Data Broadcast EnvironmentsProceedings of the 2014 10th International Conference on Mobile Ad-hoc and Sensor Networks10.1109/MSN.2014.38(228-235)Online publication date: 19-Dec-2014
  • (2014)Efficient data retrieval algorithm for multi-item request in wireless broadcast environments2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW)10.1109/ICMEW.2014.6890686(1-6)Online publication date: Jul-2014
  • (2013)Efficient Approximation Algorithm for Data Retrieval with Conflicts in Wireless NetworksProceedings of International Conference on Advances in Mobile Computing & Multimedia10.1145/2536853.2536879(224-233)Online publication date: 2-Dec-2013
  • (2013)Optimal Data Retrieval Scheduling in the Multichannel Wireless Broadcast EnvironmentsIEEE Transactions on Computers10.1109/TC.2012.13962:12(2427-2439)Online publication date: 1-Dec-2013
  • (2013)Algebraic data retrieval algorithms for multi-channel wireless data broadcastTheoretical Computer Science10.1016/j.tcs.2011.12.070497(123-130)Online publication date: 1-Jul-2013
  • (2012)Scheduling Parallel Data Retrievals for Non-consecutive Broadcast in MIMO Wireless NetworksProceedings of the 2012 Fifth International Symposium on Parallel Architectures, Algorithms and Programming10.1109/PAAP.2012.39(218-223)Online publication date: 17-Dec-2012
  • (2012)Efficient data retrieval scheduling for multi-channel wireless data broadcast2012 Proceedings IEEE INFOCOM10.1109/INFCOM.2012.6195838(891-899)Online publication date: Mar-2012
  • (2011)Towards realizable, low-cost broadcast systems for dynamic environmentsIEEE/ACM Transactions on Networking10.1109/TNET.2010.206253419:2(383-392)Online publication date: 1-Apr-2011
  • Show More Cited By

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