Similarity Group-By

10 years 9 months ago
Similarity Group-By
The identification and processing of similarities in the data play a key role in multiple application scenarios. Several types of similarity-aware operations have been studied in the literature. However, in most of the previous work, similarity-aware operations are studied in isolation from other regular or similarityaware operations. Furthermore, most of the previous research in the area considers a standalone implementation, i.e., without any integration with a database system. In this demonstration we present SimDB, a similarity-aware database management system. SimDB supports multiple similarity-aware operations as first-class database operators. We describe the architectural changes to implement the similarity-aware operators. In particular, we present the way conventional operators' implementation machinery is used to support similarity-ware operators. We also show how these operators interact with other similarity-aware and regular operators. In particular, we show the eff...
Yasin N. Silva, Walid G. Aref, Mohamed H. Ali
Added 18 Feb 2011
Updated 18 Feb 2011
Type Journal
Year 2009
Where ICDE
Authors Yasin N. Silva, Walid G. Aref, Mohamed H. Ali
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