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An Adaptive Query Execution System for Data Integration*

Summary: Tukwila provides adaptive query execution for data integration, interleaving planning and execution with partial optimization to cope with uncertain data and bursty, overlapping sources. Adaptive operators and re-optimization; experiments show gains. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3170
Venue
SIGMOD
Year
1999
Pagerank
0.00021081317
Overall Rank
328 | 97.76%
DOI
10.1145/304182.304209

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{ives_sigmod99,
        title = {{An Adaptive Query Execution System for Data Integration*}},
        author = {Ives, Zachary G. and Florescu, Daniela and Friedman, Marc and Levy, Alon and Weld, Daniel S.},
        series = {{SIGMOD} '99},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/304182.304209},
        url = {https://dl.acm.org/doi/10.1145/304182.304209},
        year = {1999}
}

Incoming Citations (Sorted by Pagerank)

Showing 46 of 46 citing papers.

Rank Citing Paper Year Venue Pagerank
26 Models and Issues in Data Stream Systems 2002 PODS 0.00052982574
53 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00041071971
167 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB 0.0002757283
193 Continuously Adaptive Continuous Queries over Streams 2002 SIGMOD 0.00025964286
263 Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach 2001 SIGMOD 0.0002305693
813 Adaptive Ordering of Pipelined Stream Filters 2004 SIGMOD 0.00013846487
828 The Design of an Acquisitional Query Processor For Sensor Networks 2003 SIGMOD 0.00013769869
829 Proactive Re-Optimization 2005 SIGMOD 0.00013769838
909 Dynamic Sample Selection for Approximate Query Processing 2003 SIGMOD 0.00013291205
917 Data Integration: The Teenage Years 2006 VLDB 0.00013224381
1,016 Rate-Based Query Optimization for Streaming Information Sources 2002 SIGMOD 0.00012645699
1,027 Chain: Operator Scheduling for Memory Minimization in Data Stream Systems 2003 SIGMOD 0.00012563656
1,093 Maximizing the Output Rate of Multi-Way Join Queries over Streaming Information Sources 2003 VLDB 0.00012218435
1,322 Design Considerations for High Fan-in Systems: The HiFi Approach 2005 CIDR 0.00011155403
1,369 How Soccer Players Would do Stream Joins 2011 SIGMOD 0.0001099892
1,397 Approximate Join Processing Over Data Streams 2003 SIGMOD 0.00010906135
1,468 Towards a Learning Optimizer for Shared Clouds 2019 VLDB 0.00010686496
1,540 Crossing the Structure Chasm 2003 CIDR 0.00010430413
1,599 Update Exchange with Mappings and Provenance 2007 VLDB 0.00010241307
1,656 Characterizing Memory Requirements for Queries over Continuous Data Streams 2002 PODS 0.00010097487
1,763 Dynamic Pipeline Scheduling for Improving Interactive Query Performance 2001 VLDB 9.8124899e-05
1,780 The Architecture of PIER: an Internet-Scale Query Processor 2005 CIDR 9.7745226e-05
1,781 ORCHESTRA: Rapid, Collaborative Sharing of Dynamic Data 2005 CIDR 9.7739542e-05
1,785 A Scalable Hash Ripple Join Algorithm 2002 SIGMOD 9.7702627e-05
2,280 Partial Results for Online Query Processing 2002 SIGMOD 8.8129961e-05
2,367 Using Probabilistic Models for Data Management in Acquisitional Environments 2005 CIDR 8.6855754e-05
2,997 Adapting to Source Properties in Processing Data Integration Queries 2004 SIGMOD 7.8745158e-05
3,032 Learning to Create Data-Integrating Queries 2008 VLDB 7.8323614e-05
3,039 Query Containment for Data Integration Systems 2000 PODS 7.8265533e-05
3,988 Adaptive Query Processing in the Looking Glass 2005 CIDR 6.9720123e-05
4,197 Buffer Pool Aware Query Optimization 2005 CIDR 6.8406917e-05
4,283 Lifting the Burden of History from Adaptive Query Processing 2004 VLDB 6.7836167e-05
4,383 Content-Based Routing: Different Plans for Different Data 2005 VLDB 6.7329787e-05
4,508 To Share or Not to Share? 2007 VLDB 6.6561159e-05
4,596 Static Optimization of Conjunctive Queries with Sliding Windows Over Infinite Streams 2004 SIGMOD 6.6133976e-05
5,064 Mapping Maintenance for Data Integration Systems 2005 VLDB 6.3783698e-05
5,361 Answering Queries Using Views with Arithmetic Comparisons 2002 PODS 6.2484907e-05
5,467 On Producing Join Results Early 2003 PODS 6.2074577e-05
5,663 Early Hash Join: A Configurable Algorithm for the Efficient and Early Production of Join Results 2005 VLDB 6.1298345e-05
6,540 Generating Efficient Plans for Queries Using Views 2001 SIGMOD 5.8471897e-05
6,833 Efficient Evaluation of Queries in a Mediator for WebSources 2002 SIGMOD 5.7596307e-05
7,019 Just-in-time Data Integration in Action 2010 VLDB 5.7247411e-05
10,078 Request Window: an Approach to Improve Throughput of RDBMS-based Data Integration System by Utilizing Data Sharing Across Concurrent Distributed Queries 2007 VLDB 5.1603976e-05
10,291 SmartRabbit: An Interactive Query Processor 2026 SIGMOD 5.093636e-05
12,616 The Data Ring: Community Content Sharing 2007 CIDR 5.093636e-05
12,829 Adaptive Distributed Query Processing 2003 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

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

Rank Cited Paper Year Venue Pagerank
117 Querying Heterogeneous Information Sources Using Source Descriptions 1996 VLDB 0.00032192665
151 Efficient Mid-Query Re-Optimization of Sub-Optimal Query Execution Plans 1998 SIGMOD 0.00029161879
160 Integration of Heterogeneous Databases Without Common Domains Using Queries Based on Textual Similarity 1998 SIGMOD 0.0002802209
171 Optimizing Queries across Diverse Data Sources 1997 VLDB 0.00027363924
289 Optimization of Dynamic Query Evaluation Plans 1994 SIGMOD 0.00022278876
381 Query Caching and Optimization in Distributed Mediator Systems 1996 SIGMOD 0.00019549294
419 Cost-based Query Scrambling for Initial Delays 1998 SIGMOD 0.0001879684
1,753 Data Access for the Masses through OLE DB 1996 SIGMOD 9.8322034e-05
1,858 Using Probabilistic Information in Data Integration 1997 VLDB 9.6035277e-05
5,882 Heterogeneous Database Query Optimization in DB2 Universal DataJoiner 1998 VLDB 6.0518777e-05
5,883 Carnot and InfoSleuth: Database Technology and the World Wide Web 1995 SIGMOD 6.0518777e-05
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