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Content-Based Routing: Different Plans for Different Data

Summary: Proposes content-based routing (CBR) to relax single-plan optimization by partitioning data by run-time stats and routing tuples to specialized plans. Implemented as an Eddies extension in TelegraphCQ; experiments show gains over single-plan optimizers. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
he4d155a484cfac52
Venue
VLDB
Year
2005
Pagerank
6.8000756e-05
Overall Rank
4,108 | 72.40%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{bizarro_vldb05,
        title = {{Content-Based Routing: Different Plans for Different Data}},
        author = {Bizarro, Pedro and Babu, Shivnath and DeWitt, David and Widom, Jennifer},
        journal = {PVLDB},
        series = {{VLDB} '05},
        pages = {757--768},
        year = {2005}
}

Incoming Citations (Sorted by Pagerank)

Showing 13 of 13 citing papers.

Rank Citing Paper Year Venue Pagerank
3,145 Query Optimization Techniques for Partitioned Tables 2011 SIGMOD 7.594509e-05
4,489 Optimization of Continuous Queries with Shared Expensive Filters 2007 PODS 6.5764656e-05
5,553 Aero: Adaptive Query Processing of ML Queries 2025 SIGMOD 6.0843382e-05
6,659 State-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries 2006 VLDB 5.7166466e-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
7,868 Optimizing Probabilistic Query Processing on Continuous Uncertain Data 2011 VLDB 5.4342988e-05
9,132 Optimization of Multi-Version Expensive Predicates 2007 SIGMOD 5.2229513e-05
9,133 Sharing-Aware Horizontal Partitioning for Exploiting Correlations During Query Processing 2010 VLDB 5.2229181e-05
9,163 High Performance Stream Query Processing With Correlation-Aware Partitioning 2014 VLDB 5.2152138e-05
10,778 One Join Order Does Not Fit All: Reducing Intermediate Results with Per-Split Query Plans 2026 VLDB 4.9769913e-05
10,867 Sema: A High-performance System for LLM-based Semantic Query Processing 2026 VLDB 4.9769913e-05
12,783 Visualizing the robustness of query execution 2009 CIDR 4.9769913e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 20 of 20 cited papers.

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

Rank Cited Paper Year Venue Pagerank
53 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.000408505
98 LEO - DB2's LEarning Optimizer 2001 VLDB 0.00034099838
112 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00032445088
149 Efficient Mid-Query Re-Optimization of Sub-Optimal Query Execution Plans 1998 SIGMOD 0.00028977821
152 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.00028657752
160 CORDS: Automatic Discovery of Correlations and Soft Functional Dependencies 2004 SIGMOD 0.00027827605
171 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB 0.00026999348
240 Gigascope: A Stream Database for Network Applications 2003 SIGMOD 0.00023425462
286 Selectivity Estimation using Probabilistic Models 2001 SIGMOD 0.00022112534
334 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00020682536
343 Model-Driven Data Acquisition in Sensor Networks 2004 VLDB 0.00020510274
471 Robust Query Processing through Progressive Optimization 2004 SIGMOD 0.00017744392
566 On Computing Correlated Aggregates Over Continual Data Streams 2001 SIGMOD 0.00016288241
644 Exploiting Statistics on Query Expressions for Optimization 2002 SIGMOD 0.00015209065
700 Independence is Good: Dependency-Based Histogram Synopses for High-Dimensional Data 2001 SIGMOD 0.00014675903
827 Adaptive Ordering of Pipelined Stream Filters 2004 SIGMOD 0.00013629035
837 Proactive Re-Optimization 2005 SIGMOD 0.00013551072
850 The Design of an Acquisitional Query Processor For Sensor Networks 2003 SIGMOD 0.00013482116
2,989 Adapting to Source Properties in Processing Data Integration Queries 2004 SIGMOD 7.7736772e-05
7,437 StreaMon: An Adaptive Engine for Stream Query Processing 2004 SIGMOD 5.5257631e-05
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