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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
7.7736772e-05
Overall Rank
2,989 | 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 0.00013641217
837 Proactive Re-Optimization 2005 SIGMOD 0.00013551072
1,808 ORCHESTRA: Rapid, Collaborative Sharing of Dynamic Data 2005 CIDR 9.5901231e-05
2,616 Query Optimization over Web Services 2006 VLDB 8.2215407e-05
3,774 Query Suspend and Resume 2007 SIGMOD 7.026432e-05
4,046 Adaptive Query Processing in the Looking Glass 2005 CIDR 6.8297725e-05
4,108 Content-Based Routing: Different Plans for Different Data 2005 VLDB 6.8000756e-05
5,663 Enabling Incremental Query Re-Optimization 2016 SIGMOD 6.0448133e-05
5,701 Approximate Quantiles and the Order of the Stream 2006 PODS 6.0289493e-05
5,912 Query Processing over Incomplete Autonomous Databases 2007 VLDB 5.9477296e-05
6,776 Cheap Data Analytics using Cold Storage Devices 2016 VLDB 5.6834455e-05
6,883 DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines 2022 CIDR 5.6552024e-05
7,251 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB 5.5719214e-05
7,413 POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance 2024 VLDB 5.5316834e-05
10,295 Request Window: an Approach to Improve Throughput of RDBMS-based Data Integration System by Utilizing Data Sharing Across Concurrent Distributed Queries 2007 VLDB 5.0422244e-05
10,950 Ultron: History-Based Query Optimization at Databricks 2026 VLDB 4.9769913e-05
12,391 Looking at Everything in Context 2015 CIDR 4.9769913e-05
12,873 Optimization of Multi-Domain Queries on the Web 2008 VLDB 4.9769913e-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 0.00076265429
53 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.000408505
73 Including Group-By in Query Optimization 1994 VLDB 0.0003750677
77 Sampling-Based Estimation of the Number of Distinct Values of an Attribute 1995 VLDB 0.00036817139
98 LEO - DB2's LEarning Optimizer 2001 VLDB 0.00034099838
135 Ripple Joins for Online Aggregation 1999 SIGMOD 0.00029858107
149 Efficient Mid-Query Re-Optimization of Sub-Optimal Query Execution Plans 1998 SIGMOD 0.00028977821
173 Optimizing Queries across Diverse Data Sources 1997 VLDB 0.00026814969
200 Continuously Adaptive Continuous Queries over Streams 2002 SIGMOD 0.00025444144
232 Adaptive Selectivity Estimation Using Query Feedback 1994 SIGMOD 0.0002378554
288 Optimization of Dynamic Query Evaluation Plans 1994 SIGMOD 0.00021964339
334 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00020682536
423 Cost-based Query Scrambling for Initial Delays 1998 SIGMOD 0.00018487497
644 Exploiting Statistics on Query Expressions for Optimization 2002 SIGMOD 0.00015209065
870 Query Optimization in the Presence of Limited Access Patterns 1999 SIGMOD 0.00013342453
1,796 Dynamic Pipeline Scheduling for Improving Interactive Query Performance 2001 VLDB 9.6147923e-05
1,801 Hash joins and hash teams in Microsoft SQL Server 1998 VLDB 9.604827e-05
2,558 Tuple Routing Strategies for Distributed Eddies 2003 VLDB 8.2968348e-05
5,692 A Parallel Processing Strategy for Evaluating Recursive Queries 1986 VLDB 6.0326851e-05
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