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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
h9f34576703633153
Venue
SIGMOD
Year
1999
Pagerank
0.00020691326
Overall Rank
334 | 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 0.00052121228
53 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00040860054
171 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB 0.00027011593
200 Continuously Adaptive Continuous Queries over Streams 2002 SIGMOD 0.000254553
269 Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach 2001 SIGMOD 0.00022620777
824 Data Integration: The Teenage Years 2006 VLDB 0.00013646923
827 Adaptive Ordering of Pipelined Stream Filters 2004 SIGMOD 0.00013632674
836 Proactive Re-Optimization 2005 SIGMOD 0.00013557047
850 The Design of an Acquisitional Query Processor For Sensor Networks 2003 SIGMOD 0.00013488409
931 Dynamic Sample Selection for Approximate Query Processing 2003 SIGMOD 0.00013011667
1,030 Rate-Based Query Optimization for Streaming Information Sources 2002 SIGMOD 0.00012407749
1,047 Chain: Operator Scheduling for Memory Minimization in Data Stream Systems 2003 SIGMOD 0.00012308922
1,108 Maximizing the Output Rate of Multi-Way Join Queries over Streaming Information Sources 2003 VLDB 0.00011991195
1,358 Design Considerations for High Fan-in Systems: The HiFi Approach 2005 CIDR 0.00010922626
1,387 How Soccer Players Would do Stream Joins 2011 SIGMOD 0.00010825457
1,431 Approximate Join Processing Over Data Streams 2003 SIGMOD 0.00010681774
1,433 Towards a Learning Optimizer for Shared Clouds 2019 VLDB 0.00010677711
1,555 Update Exchange with Mappings and Provenance 2007 VLDB 0.00010269848
1,567 Crossing the Structure Chasm 2003 CIDR 0.00010213092
1,666 Characterizing Memory Requirements for Queries over Continuous Data Streams 2002 PODS 9.9382031e-05
1,796 Dynamic Pipeline Scheduling for Improving Interactive Query Performance 2001 VLDB 9.6193021e-05
1,809 ORCHESTRA: Rapid, Collaborative Sharing of Dynamic Data 2005 CIDR 9.5935116e-05
1,819 The Architecture of PIER: an Internet-Scale Query Processor 2005 CIDR 9.5708563e-05
1,820 A Scalable Hash Ripple Join Algorithm 2002 SIGMOD 9.5690887e-05
2,324 Partial Results for Online Query Processing 2002 SIGMOD 8.6310477e-05
2,415 Using Probabilistic Models for Data Management in Acquisitional Environments 2005 CIDR 8.4985276e-05
2,987 Adapting to Source Properties in Processing Data Integration Queries 2004 SIGMOD 7.7773398e-05
3,088 Learning to Create Data-Integrating Queries 2008 VLDB 7.6596008e-05
3,095 Query Containment for Data Integration Systems 2000 PODS 7.6532922e-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
4,267 Buffer Pool Aware Query Optimization 2005 CIDR 6.6967071e-05
4,366 Lifting the Burden of History from Adaptive Query Processing 2004 VLDB 6.6333069e-05
4,577 To Share or Not to Share? 2007 VLDB 6.523408e-05
4,693 Static Optimization of Conjunctive Queries with Sliding Windows Over Infinite Streams 2004 SIGMOD 6.4662079e-05
5,191 Mapping Maintenance for Data Integration Systems 2005 VLDB 6.2356403e-05
5,452 Early Hash Join: A Configurable Algorithm for the Efficient and Early Production of Join Results 2005 VLDB 6.1242445e-05
5,492 Answering Queries Using Views with Arithmetic Comparisons 2002 PODS 6.1086968e-05
5,608 On Producing Join Results Early 2003 PODS 6.0692914e-05
6,664 Generating Efficient Plans for Queries Using Views 2001 SIGMOD 5.7161652e-05
6,969 Efficient Evaluation of Queries in a Mediator for WebSources 2002 SIGMOD 5.6315833e-05
7,158 Just-in-time Data Integration in Action 2010 VLDB 5.5967949e-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
10,503 SmartRabbit: An Interactive Query Processor 2026 SIGMOD 4.9793485e-05
12,906 The Data Ring: Community Content Sharing 2007 CIDR 4.9793485e-05
13,119 Adaptive Distributed Query Processing 2003 VLDB 4.9793485e-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 0.00031630695
149 Efficient Mid-Query Re-Optimization of Sub-Optimal Query Execution Plans 1998 SIGMOD 0.00028981723
162 Integration of Heterogeneous Databases Without Common Domains Using Queries Based on Textual Similarity 1998 SIGMOD 0.00027536748
173 Optimizing Queries across Diverse Data Sources 1997 VLDB 0.00026826959
289 Optimization of Dynamic Query Evaluation Plans 1994 SIGMOD 0.0002196543
399 Query Caching and Optimization in Distributed Mediator Systems 1996 SIGMOD 0.00019143706
424 Cost-based Query Scrambling for Initial Delays 1998 SIGMOD 0.0001848836
1,795 Data Access for the Masses through OLE DB 1996 SIGMOD 9.6206724e-05
1,895 Using Probabilistic Information in Data Integration 1997 VLDB 9.410384e-05
5,999 Heterogeneous Database Query Optimization in DB2 Universal DataJoiner 1998 VLDB 5.9198633e-05
6,000 Carnot and InfoSleuth: Database Technology and the World Wide Web 1995 SIGMOD 5.9198633e-05
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