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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
3536
Venue
SIGMOD
Year
2004
Pagerank
7.2094696e-05
Overall Rank
3,331 | 76.86%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 17 of 17 citing papers.

Rank Citing Paper Year Venue Pagerank
889 Data Integration: The Teenage Years 2006 VLDB 0.00015548507
1,268 Proactive Re-Optimization 2005 SIGMOD 0.00012914584
1,765 ORCHESTRA: Rapid, Collaborative Sharing of Dynamic Data 2005 CIDR 0.00010614654
2,103 Query Optimization over Web Services 2006 VLDB 9.535409e-05
4,024 Approximate Quantiles and the Order of the Stream 2006 PODS 6.5177066e-05
4,152 Query Suspend and Resume 2007 SIGMOD 6.4009383e-05
4,618 Adaptive Query Processing in the Looking Glass 2005 CIDR 6.039398e-05
4,890 Content-Based Routing: Different Plans for Different Data 2005 VLDB 5.8477169e-05
5,557 Query Processing over Incomplete Autonomous Databases 2007 VLDB 5.437603e-05
5,737 Enabling Incremental Query Re-Optimization 2016 SIGMOD 5.3459609e-05
6,663 Cheap Data Analytics using Cold Storage Devices 2016 VLDB 4.9660535e-05
7,303 DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines 2022 CIDR 4.7632836e-05
7,316 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB 4.7594979e-05
9,191 POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance 2024 VLDB 4.3738237e-05
9,921 Request Window: an Approach to Improve Throughput of RDBMS-based Data Integration System by Utilizing Data Sharing Across Concurrent Distributed Queries 2007 VLDB 4.250874e-05
11,900 Looking at Everything in Context 2015 CIDR 4.1905499e-05
12,392 Optimization of Multi-Domain Queries on the Web 2008 VLDB 4.1905499e-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
14 Online Aggregation 1997 SIGMOD 0.0010813443
51 Including Group-By in Query Optimization 1994 VLDB 0.00067060283
60 Sampling-Based Estimation of the Number of Distinct Values of an Attribute 1995 VLDB 0.00064450997
116 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00046191288
152 Optimizing Queries across Diverse Data Sources 1997 VLDB 0.00040979242
181 LEO - DB2's LEarning Optimizer 2001 VLDB 0.00036970794
216 Ripple Joins for Online Aggregation 1999 SIGMOD 0.00033560137
221 Efficient Mid-Query Re-Optimization of Sub-Optimal Query Execution Plans 1998 SIGMOD 0.00033182072
244 Continuously Adaptive Continuous Queries over Streams 2002 SIGMOD 0.00031037999
250 Adaptive Selectivity Estimation Using Query Feedback 1994 SIGMOD 0.00030640525
342 Optimization of Dynamic Query Evaluation Plans 1994 SIGMOD 0.00026836424
396 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00024439334
457 Cost-based Query Scrambling for Initial Delays 1998 SIGMOD 0.00022699974
786 Exploiting Statistics on Query Expressions for Optimization 2002 SIGMOD 0.00016624743
867 Query Optimization in the Presence of Limited Access Patterns 1999 SIGMOD 0.00015757737
1,902 Hash joins and hash teams in Microsoft SQL Server 1998 VLDB 0.0001015225
1,917 Dynamic Pipeline Scheduling for Improving Interactive Query Performance 2001 VLDB 0.00010104953
2,818 Tuple Routing Strategies for Distributed Eddies 2003 VLDB 8.0673424e-05
5,754 A Parallel Processing Strategy for Evaluating Recursive Queries 1986 VLDB 5.3391931e-05
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4,618 Adaptive Query Processing in the Looking Glass 2005 CIDR 6.039398e-05
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