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2013 IEEE 29th International Conference on Data Engineering (ICDE) (2002)
San Jose, California
Feb. 26, 2002 to Mar. 1, 2002
ISBN: 0-7695-1531-2
pp: 0041
Amelie Marian , Columbia University, NY
Gregory Cobena , INRIA Rocquencourt, France
Serge Abiteboul , INRIA Rocquencourt, France
We present a diff algorithm for XML data. This work is motivated by the support for change control in the context of the Xyleme project that is investigating dynamic warehouses capable of storing massive volume of XML data. Because of the context, our algorithm has to be very efficient in terms of speed and memory space even at the cost of some loss of ``quality''. Also, it considers, besides insertions, deletions and updates (standard in diffs), a move operation on subtrees that is essential in the context of XML. Intuitively, our diff algorithm uses signatures to match (large) subtrees that were left unchanged between the old and new versions. Such exact matchings are then possibly propagated to ancestors and descendants to obtain more matchings. It also uses XML specific information such as ID attributes. We provide a performance analysis of the algorithm. We show that it runs in average in linear time vs. quadratic time for previous algorithms. We present experiments on synthetic data that confirm the analysis. Since this problem is NP-hard, the linear time is obtained by trading some quality. We present experiments (again on synthetic data) that show that the output of our algorithm is reasonably close to the ``optimal'' in terms of quality. Finally we present experiments on a small sample of XML pages found on the Web.
Semi-Structured Data, XML, Diff, Tree Pattern Matching, Change Detection, Versioning
Amelie Marian, Gregory Cobena, Serge Abiteboul, "Detecting Changes in XML Documents", 2013 IEEE 29th International Conference on Data Engineering (ICDE), vol. 00, no. , pp. 0041, 2002, doi:10.1109/ICDE.2002.994696
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