DocumentCode :
3363590
Title :
Cost-driven storage schema selection for XML
Author :
Zheng, Shihui ; Wen, Ji-Rong ; Lu, Hongjun
Author_Institution :
Fudan Univ., Shanghai, China
fYear :
2003
fDate :
26-28 March 2003
Firstpage :
337
Lastpage :
344
Abstract :
Various models and approaches have been proposed for mapping XML data into relational tables recently. Most of those approaches produce relational schema for given XML data, based on pre-defined rules, heuristics, and user specifications, without considering workload As the result, the schema obtained is often not optimal with respect to query performance. In this paper, we present a cost-driven approach to generate a near-optimal relational schema fir a given XML data and expected workload, in the presence of space constraint. An efficient heuristic algorithm based on Hill Climbing is proposed together with a set of state transformation operations. Experimental study using the prototype system implementing the proposed algorithm, indicates that the produced schema can provide better performance than those well-known mapping approaches published in the literature.
Keywords :
directed graphs; hypermedia markup languages; relational databases; Hill Climbi; XML; cost-driven approach; cost-driven storage schema selection; efficient heuristic algorithm; heuristics; near-optimal relational schema; pre-defined rules; relational tables; state transformation operations; user specifications; Asia; Cost function; Data mining; Design optimization; Heuristic algorithms; Object oriented databases; Object oriented modeling; Prototypes; Relational databases; XML;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Database Systems for Advanced Applications, 2003. (DASFAA 2003). Proceedings. Eighth International Conference on
Conference_Location :
Kyoto, Japan
Print_ISBN :
0-7695-1895-8
Type :
conf
DOI :
10.1109/DASFAA.2003.1192399
Filename :
1192399
Link To Document :
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