Mining global association rules on an Oracle Grid by scanning once distributed databases

Frank Wang; Na Helian

doi:10.1007/11549468_43

Mining global association rules on an Oracle Grid by scanning once distributed databases

Research output: Contribution to conference › Paper › peer-review

Abstract

Oracle 10g is a commercial infrastructure specifically designed for enterprise grid computing. On an Oracle Grid, we implement a ScanOnce algorithm to mine global association rules in support of the third generation of data mining systems on distributed and massive data. The ScanOnce algorithm does not need to ship all of local data to one site thereby not causing excessive network communication cost. The power of generating ad hoc queries in SQL ensures fast access to any desired counter.

Original language	English
Pages	370-378
DOIs	https://doi.org/10.1007/11549468_43
Publication status	Published - 2005
Event	Euro-Par 2005 Parallel Processing: 11th International Euro-Par Conference - Lisbon, Portugal Duration: 30 Aug 2005 → 2 Sept 2005 https://link.springer.com/conference/europar

Conference

Conference	Euro-Par 2005 Parallel Processing: 11th International Euro-Par Conference
Country/Territory	Portugal
City	Lisbon
Period	30/08/05 → 2/09/05
Internet address	https://link.springer.com/conference/europar

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10.1007/11549468_43

Cite this

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AB - Oracle 10g is a commercial infrastructure specifically designed for enterprise grid computing. On an Oracle Grid, we implement a ScanOnce algorithm to mine global association rules in support of the third generation of data mining systems on distributed and massive data. The ScanOnce algorithm does not need to ship all of local data to one site thereby not causing excessive network communication cost. The power of generating ad hoc queries in SQL ensures fast access to any desired counter.

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T2 - Euro-Par 2005 Parallel Processing: 11th International Euro-Par Conference

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ER -

Mining global association rules on an Oracle Grid by scanning once distributed databases

Abstract

Conference

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