Sharing-Aware Horizontal Partitioning for Exploiting Correlations During Query Processing
Summary: Sharing-aware horizontal partitioning and conditional join plans exploit correlations in query processing. Eddies-based routing enables cross-plan state sharing; a graphical-model optimizer builds conditional join plans, yielding speedups on correlated data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,536 | Lightweight Graphical Models for Selectivity Estimation Without Independence Assumptions | 2011 | VLDB | 0.00011458359 |
| 8,986 | High Performance Stream Query Processing With Correlation-Aware Partitioning | 2014 | VLDB | 4.4128163e-05 |
| 9,191 | POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance | 2024 | VLDB | 4.3738237e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 116 | Eddies: Continuously Adaptive Query Processing | 2000 | SIGMOD | 0.00046191288 |
| 143 | TelegraphCQ: Continuous Dataflow Processing for an Uncertain World | 2003 | CIDR | 0.00041688468 |
| 144 | Optimization of Nonrecursive Queries | 1986 | VLDB | 0.00041430126 |
| 373 | Selectivity Estimation using Probabilistic Models | 2001 | SIGMOD | 0.00025354685 |
| 838 | Independence is Good: Dependency-Based Histogram Synopses for High-Dimensional Data | 2001 | SIGMOD | 0.00016024923 |
| 4,890 | Content-Based Routing: Different Plans for Different Data | 2005 | VLDB | 5.8477169e-05 |
| 4,945 | Lifting the Burden of History from Adaptive Query Processing | 2004 | VLDB | 5.8115261e-05 |
| 7,846 | Query Mesh: Multi-Route Query Processing Technology | 2009 | VLDB | 4.6325725e-05 |
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|---|---|---|---|---|
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| 285 | Automating Physical Database Design in a Parallel Database | 2002 | SIGMOD | 0.00028978423 |
| 9,312 | Parallelizing Query Optimization on Shared-Nothing Architectures | 2016 | VLDB | 4.353536e-05 |
| 3,219 | Query Optimization Techniques for Partitioned Tables | 2011 | SIGMOD | 7.3592303e-05 |
| 4,255 | Parallelizing Query Optimization | 2008 | VLDB | 6.3080082e-05 |
| 5,012 | Dynamically Optimizing Queries over Large Scale Data Platforms | 2014 | SIGMOD | 5.7543101e-05 |
| 5,397 | Coloring Away Communication in Parallel Query Optimization | 1995 | VLDB | 5.5277465e-05 |
| 2,051 | Optimization of Multi-Way Join Queries for Parallel Execution | 1991 | VLDB | 9.6871984e-05 |
| 2,928 | Shared Workload Optimization | 2014 | VLDB | 7.881485e-05 |
| 8,986 | High Performance Stream Query Processing With Correlation-Aware Partitioning | 2014 | VLDB | 4.4128163e-05 |