2010年
A Scheme of Aggregating Stream Data
2010 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2010)
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- 巻
- 2010 Vol.1
- 号
- 開始ページ
- 699
- 終了ページ
- 704
- 記述言語
- 英語
- 掲載種別
- 研究論文(国際会議プロシーディングス)
- DOI
- 10.1109/ICSMC.2010.5641830
- 出版者・発行元
- IEEE
This paper proposes a scheme of aggregating tuple stream data. Tuples are handled as multidimensional data and the scheme aggregates fact data on the selected dimensions of the received tuples. A tuple server node directly gets tuples from a tuple generation source and sends them out to client nodes located on network. A client node filters the received tuples to construct its own fact table by using a multidimensional extendible array. The fact data associated with the filtered tuples are aggregated in the extendible fact table and used for multidimensional analysis (MOLAP). Such an extendible fact table is organized by an implementation scheme for multidimensional datasets based on history-offset encoding scheme. Different from the usual method employing fixed size multidimensional array, the proposed scheme can organize an extendible fact data table with sufficiently small storage just fits to the quantity of the received tuples.
- リンク情報
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- DOI
- https://doi.org/10.1109/ICSMC.2010.5641830
- DBLP
- https://dblp.uni-trier.de/rec/conf/smc/ShimadaSTH10
- J-GLOBAL
- https://jglobal.jst.go.jp/detail?JGLOBAL_ID=201102236114569520
- Web of Science
- https://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=JSTA_CEL&SrcApp=J_Gate_JST&DestLinkType=FullRecord&KeyUT=WOS:000287606400106&DestApp=WOS_CPL
- URL
- http://dblp.uni-trier.de/db/conf/smc/smc2010.html#conf/smc/ShimadaSTH10
- ID情報
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- DOI : 10.1109/ICSMC.2010.5641830
- ISSN : 1062-922X
- DBLP ID : conf/smc/ShimadaSTH10
- J-Global ID : 201102236114569520
- Web of Science ID : WOS:000287606400106