2011年8月
Distributed construction of data cubes from tuple stream
International Journal of Business Intelligence and Data Mining
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- ,
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- 巻
- 6
- 号
- 3
- 開始ページ
- 302
- 終了ページ
- 320
- 記述言語
- 英語
- 掲載種別
- 研究論文(学術雑誌)
- DOI
- 10.1504/IJBIDM.2011.041960
We propose a distributed construction scheme of MOLAP data cubes in the related sites on a network. Using the implementation scheme of multidimensional datasets based on the history-offset tuple encoding method, the tuple stream can be processed efficiently to construct cuboids in real-time on each site, while MOLAP operations can be processed against one of the data cube versions in background. In this paper, we describe our tuple stream processing scheme and distributed data cube construction, then evaluate the required communication cost. © 2011 Inderscience Enterprises Ltd.
- リンク情報
- ID情報
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- DOI : 10.1504/IJBIDM.2011.041960
- ISSN : 1743-8187
- ISSN : 1743-8195
- DBLP ID : journals/ijbidm/ShimadaTTH11
- J-Global ID : 201502870460503870
- SCOPUS ID : 84860399527