Optimizing and Parallelizing Ranked Enumeration
Summary: Optimizes and parallelizes Lawler-Murty's ranked enumeration for database tasks, notably keyword search over data graphs. Freezes optimization instances to improve thread utilization, enabling earlier next-answer output and yielding strong serial and parallel speedups. (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 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,715 | Optimal Algorithms for Ranked Enumeration of Answers to Full Conjunctive Queries | 2020 | VLDB | 6.8220943e-05 |
| 7,501 | Ranked Enumeration of Minimal Triangulations | 2019 | PODS | 4.7180617e-05 |
| 7,770 | On the Complexity of Package Recommendation Problems | 2012 | PODS | 4.6562597e-05 |
| 9,091 | Efficiently Enumerating Minimal Triangulations | 2017 | PODS | 4.39823e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 54 | DISCOVER: Keyword Search in Relational Databases | 2002 | VLDB | 0.00066047203 |
| 336 | Bidirectional Expansion For Keyword Search on Graph Databases | 2005 | VLDB | 0.00027020919 |
| 1,073 | Finding and Approximating Top-k Answers in Keyword Proximity Search | 2006 | PODS | 0.00014264992 |
| 1,453 | Keyword Proximity Search in Complex Data Graphs | 2008 | SIGMOD | 0.00011917976 |
| 1,564 | Keyword Search in Databases: The Power of RDBMS | 2009 | SIGMOD | 0.00011350495 |
| 3,110 | Learning to Create Data-Integrating Queries | 2008 | VLDB | 7.5475982e-05 |
| 12,213 | Transducing Markov Sequences | 2010 | PODS | 4.1945683e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,762 | Optimal Enumeration: Efficient Top-k Tree Matching | 2015 | VLDB | 4.6583829e-05 |
| 438 | Query Optimization for Parallel Execution | 1992 | SIGMOD | 0.00023199245 |
| 6,334 | Dependency-Aware Reordering for Parallelizing Query Optimization in Multi-Core CPUs | 2009 | SIGMOD | 5.1058462e-05 |
| 6,174 | Percentile Finding Algorithm for Multiple Sorted Runs | 1989 | VLDB | 5.1696569e-05 |
| 12,266 | Ten Thousand SQLs: Parallel Keyword Queries Computing | 2010 | VLDB | 4.1945683e-05 |
| 2,044 | Optimization of Multi-Way Join Queries for Parallel Execution | 1991 | VLDB | 9.6953608e-05 |
| 7,166 | Ranked Enumeration of Join Queries with Projections | 2022 | VLDB | 4.8124491e-05 |
| 6,337 | Parallelizing Extensible Query Optimizers | 2009 | SIGMOD | 5.1053757e-05 |
| 3,715 | Optimal Algorithms for Ranked Enumeration of Answers to Full Conjunctive Queries | 2020 | VLDB | 6.8220943e-05 |
| 4,261 | Parallelizing Query Optimization | 2008 | VLDB | 6.31244e-05 |