REWERSE-DEL-2007-I4-DX1

Felix Weigel:
Tim Furche (editor):
Structural Summaries as a Core Technology for Efficient XML Retrieval.


Complete Text [
.pdf, 3.78MB]
In: (I4-DX1)

Abstract
This work presents new structural summaries that enable highly efficient and scalable XML retrieval in native, relational and hybrid systems. The key contribution of our approach is threefold. (1) We introduce BIRD, a very efficient and expressive labelling scheme for XML, and the CADG, a combined text and structure index, and combine them as two complementary building blocks of the same XML retrieval system. (2) We propose a purely relational variant of BIRD and the CADG, called RCADG, that is extremely fast and scales up to large document collections. (3) We present the RCADG Cache, a hybrid system that enhances the RCADG with incremental query evaluation based on cached results of earlier queries. The RCADG Cache exploits schema information in the RCADG to detect cached query results that can supply some or all matches to a new query with little or no computational and I/O effort. Our work shows that structural summaries significantly improve the efficiency and scalability of XML retrieval systems in several ways. Former relational approaches have largely ignored structural summaries. The RCADG shows that these native indexing techniques are equally effective for XML retrieval in RDBSs. BIRD, unlike some other labelling schemes, achieves high retrieval performance with a fairly modest storage overhead. To the best of our knowledge, the RCADG Cache is the only approach to take advantage of structural summaries for effectively detecting query containment or overlap. Moreover, no other XML cache we know of exploits intermediate results that are produced as a by-product during the evaluation fromscratch. Extensive experiments quantify the practical benefit of all of the proposed techniques, which amounts to a performance gain of several orders of magnitude compared to various other approaches. This work was partly funded by the Deutsche Forschungsgemeinschaft (DFG) through the research grants SCHU 1026/2-3 and SCHU 1026/2-5.

URL:
http://rewerse.net/publications/rewerse-publications.html#REWERSE-DEL-2007-I4-DX1

BibTeX:

@deliverable{REWERSE-DEL-2007-I4-DX1,
	url = {http://rewerse.net/publications/rewerse-publications.html#REWERSE-DEL-2007-I4-DX1}
}

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