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Estimating the Selectivity of XML Path Expressions for Internet Scale Applications

Summary: Two memory-light estimators for XML path selectivity in Internet-scale data: path trees, Markov tables. Compact XML data summaries estimate path selectivity; experiments show accuracy and guidance on technique choice, outperforming prior best. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
8783
Venue
VLDB
Year
2001
Pagerank
0.00014462307
Overall Rank
1,046 | 92.73%
DOI
-

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Incoming Citations (Sorted by Pagerank)

Showing 27 of 27 citing papers.

Rank Citing Paper Year Venue Pagerank
325 The History of Histograms (abridged) 2003 VLDB 0.00027378328
766 MARS: A System for Publishing XML from Mixed and Redundant Storage 2003 VLDB 0.00017014604
1,333 Optimizing Subgraph Queries by Combining Binary and Worst-Case Optimal Joins 2019 VLDB 0.00012523806
1,737 QuickSel: Quick Selectivity Learning with Mixture Models 2020 SIGMOD 0.00010720294
2,010 StatiX: Making XML Count 2002 SIGMOD 9.7970026e-05
2,316 Statistical Synopses for Graph-Structured XML Databases 2002 SIGMOD 9.0419716e-05
2,665 Statistical Learning Techniques for Costing XML Queries 2005 VLDB 8.3498101e-05
2,697 Locating Data Sources in Large Distributed Systems 2003 VLDB 8.2761693e-05
3,044 An Efficient and Versatile Query Engine for TopX Search 2005 VLDB 7.6640252e-05
3,113 Structure and Value Synopses for XML Data Graphs 2002 VLDB 7.5469926e-05
3,226 Extending Q-Grams to Estimate Selectivity of String Matching with Low Edit Distance 2007 VLDB 7.3433307e-05
3,278 Tree Pattern Aggregation for Scalable XML Data Dissemination 2002 VLDB 7.2866349e-05
3,419 Approximate XML Query Answers 2004 SIGMOD 7.1173416e-05
3,466 Updates for Structure Indexes 2002 VLDB 7.0695018e-05
3,511 Accurate Summary-based Cardinality Estimation Through the Lens of Cardinality Estimation Graphs 2022 VLDB 7.0254052e-05
3,679 Dynamic XML Documents with Distribution and Replication 2003 SIGMOD 6.8516241e-05
4,207 Mixed Mode XML Query Processing 2003 VLDB 6.359465e-05
4,438 Selectivity Estimation for Fuzzy String Predicates in Large Data Sets 2005 VLDB 6.1898903e-05
4,660 XPathLearner: An On-Line Self-Tuning Markov Histogram for XML Path Selectivity Estimation 2002 VLDB 6.014625e-05
5,632 Bloom Histogram: Path Selectivity Estimation for XML Data with Updates 2004 VLDB 5.4014372e-05
5,663 Incremental Maintenance of XML Structural Indexes 2004 SIGMOD 5.3832923e-05
6,704 Combining Sampling and Synopses with Worst-Case Optimal Runtime and Quality Guarantees for Graph Pattern Cardinality Estimation 2021 SIGMOD 4.9554912e-05
6,874 ROX: Run-time Optimization of XQueries 2009 SIGMOD 4.8978984e-05
7,640 XPRESS: A Queriable Compression for XML Data 2003 SIGMOD 4.6904266e-05
7,742 CXHist : An On-line Classification-Based Histogram for XML String Selectivity Estimation 2005 VLDB 4.6628263e-05
7,827 Containment Join Size Estimation: Models and Methods 2003 SIGMOD 4.6411831e-05
12,383 Dependable Cardinality Forecasts for XQuery 2008 VLDB 4.1945683e-05
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Showing 8 of 8 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

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