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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
9545
Venue
VLDB
Year
2005
Pagerank
6.7329787e-05
Overall Rank
4,383 | 69.93%
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 11 of 11 citing papers.

Rank Citing Paper Year Venue Pagerank
3,199 Query Optimization Techniques for Partitioned Tables 2011 SIGMOD 7.6423984e-05
4,441 Optimization of Continuous Queries with Shared Expensive Filters 2007 PODS 6.7021508e-05
6,528 State-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries 2006 VLDB 5.8502273e-05
7,066 Aero: Adaptive Query Processing of ML Queries 2025 SIGMOD 5.712204e-05
7,103 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB 5.7023779e-05
7,711 Optimizing Probabilistic Query Processing on Continuous Uncertain Data 2011 VLDB 5.5614818e-05
8,494 POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance 2024 VLDB 5.4142129e-05
8,965 Sharing-Aware Horizontal Partitioning for Exploiting Correlations During Query Processing 2010 VLDB 5.3432371e-05
8,980 Optimization of Multi-Version Expensive Predicates 2007 SIGMOD 5.3398545e-05
8,996 High Performance Stream Query Processing With Correlation-Aware Partitioning 2014 VLDB 5.3357805e-05
12,486 Visualizing the robustness of query execution 2009 CIDR 5.093636e-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 0.00041071971
100 LEO - DB2's LEarning Optimizer 2001 VLDB 0.00034385207
111 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00032990214
150 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.00029208207
151 Efficient Mid-Query Re-Optimization of Sub-Optimal Query Execution Plans 1998 SIGMOD 0.00029161879
159 CORDS: Automatic Discovery of Correlations and Soft Functional Dependencies 2004 SIGMOD 0.00028129426
167 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB 0.0002757283
230 Gigascope: A Stream Database for Network Applications 2003 SIGMOD 0.00023891474
280 Selectivity Estimation using Probabilistic Models 2001 SIGMOD 0.00022454217
328 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00021081317
337 Model-Driven Data Acquisition in Sensor Networks 2004 VLDB 0.00020783399
492 Robust Query Processing through Progressive Optimization 2004 SIGMOD 0.0001756877
551 On Computing Correlated Aggregates Over Continual Data Streams 2001 SIGMOD 0.00016635191
664 Exploiting Statistics on Query Expressions for Optimization 2002 SIGMOD 0.00015167825
692 Independence is Good: Dependency-Based Histogram Synopses for High-Dimensional Data 2001 SIGMOD 0.00014919816
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
2,997 Adapting to Source Properties in Processing Data Integration Queries 2004 SIGMOD 7.8745158e-05
7,296 StreaMon: An Adaptive Engine for Stream Query Processing 2004 SIGMOD 5.6531151e-05
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