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Adapting to Source Properties in Processing Data Integration Queries

Summary: Proposes adaptive query processing for data integration, using ADP to split sources into regions for distinct plans. ADP enables corrections of underestimated selectivity/cardinality and reveals exploitable order and pre-aggregation opportunities. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h9e9a08c2a614df7d
Venue
SIGMOD
Year
2004
Pagerank
7.7773398e-05
Overall Rank
2,987 | 79.92%
DOI
10.1145/1007568.1007613

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{ives_sigmod04,
        title = {{Adapting to Source Properties in Processing Data Integration Queries}},
        author = {Ives, Zachary G. and Halevy, Alon Y. and Weld, Daniel S.},
        series = {{SIGMOD} '04},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1007568.1007613},
        url = {https://dl.acm.org/doi/10.1145/1007568.1007613},
        year = {2004}
}

Incoming Citations (Sorted by Pagerank)

Showing 18 of 18 citing papers.

Rank Citing Paper Year Venue Pagerank
824 Data Integration: The Teenage Years 2006 VLDB 0.00013646923
836 Proactive Re-Optimization 2005 SIGMOD 0.00013557047
1,809 ORCHESTRA: Rapid, Collaborative Sharing of Dynamic Data 2005 CIDR 9.5935116e-05
2,616 Query Optimization over Web Services 2006 VLDB 8.2253465e-05
3,772 Query Suspend and Resume 2007 SIGMOD 7.0297582e-05
4,045 Adaptive Query Processing in the Looking Glass 2005 CIDR 6.8328968e-05
4,106 Content-Based Routing: Different Plans for Different Data 2005 VLDB 6.8032891e-05
5,667 Enabling Incremental Query Re-Optimization 2016 SIGMOD 6.0458446e-05
5,698 Approximate Quantiles and the Order of the Stream 2006 PODS 6.0317949e-05
5,909 Query Processing over Incomplete Autonomous Databases 2007 VLDB 5.9505465e-05
6,772 Cheap Data Analytics using Cold Storage Devices 2016 VLDB 5.6861277e-05
6,878 DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines 2022 CIDR 5.657878e-05
7,249 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB 5.5745603e-05
7,410 POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance 2024 VLDB 5.5342768e-05
10,289 Request Window: an Approach to Improve Throughput of RDBMS-based Data Integration System by Utilizing Data Sharing Across Concurrent Distributed Queries 2007 VLDB 5.0446125e-05
10,941 Ultron: History-Based Query Optimization at Databricks 2026 VLDB 4.9793485e-05
12,385 Looking at Everything in Context 2015 CIDR 4.9793485e-05
12,867 Optimization of Multi-Domain Queries on the Web 2008 VLDB 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 19 of 19 cited papers.

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

Rank Cited Paper Year Venue Pagerank
9 Online Aggregation 1997 SIGMOD 0.00076195956
53 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00040860054
73 Including Group-By in Query Optimization 1994 VLDB 0.00037522101
77 Sampling-Based Estimation of the Number of Distinct Values of an Attribute 1995 VLDB 0.00036828234
98 LEO - DB2's LEarning Optimizer 2001 VLDB 0.00034106982
135 Ripple Joins for Online Aggregation 1999 SIGMOD 0.00029866033
149 Efficient Mid-Query Re-Optimization of Sub-Optimal Query Execution Plans 1998 SIGMOD 0.00028981723
173 Optimizing Queries across Diverse Data Sources 1997 VLDB 0.00026826959
200 Continuously Adaptive Continuous Queries over Streams 2002 SIGMOD 0.000254553
232 Adaptive Selectivity Estimation Using Query Feedback 1994 SIGMOD 0.00023792809
289 Optimization of Dynamic Query Evaluation Plans 1994 SIGMOD 0.0002196543
334 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00020691326
424 Cost-based Query Scrambling for Initial Delays 1998 SIGMOD 0.0001848836
646 Exploiting Statistics on Query Expressions for Optimization 2002 SIGMOD 0.0001520859
869 Query Optimization in the Presence of Limited Access Patterns 1999 SIGMOD 0.00013348278
1,796 Dynamic Pipeline Scheduling for Improving Interactive Query Performance 2001 VLDB 9.6193021e-05
1,802 Hash joins and hash teams in Microsoft SQL Server 1998 VLDB 9.6081518e-05
2,558 Tuple Routing Strategies for Distributed Eddies 2003 VLDB 8.3007355e-05
5,692 A Parallel Processing Strategy for Evaluating Recursive Queries 1986 VLDB 6.0355337e-05
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