論文

査読有り
2010年

A Scheme of Aggregating Stream Data

2010 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2010)
  • Teppei Shimada
  • ,
  • Hideo Sasahara
  • ,
  • Tatsuo Tsuji
  • ,
  • Ken Higuchi

2010 Vol.1
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
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
  • DOI : 10.1109/ICSMC.2010.5641830
  • ISSN : 1062-922X
  • DBLP ID : conf/smc/ShimadaSTH10
  • J-Global ID : 201102236114569520
  • Web of Science ID : WOS:000287606400106

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