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
Authors
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,702 | Optimal Algorithms for Ranked Enumeration of Answers to Full Conjunctive Queries | 2020 | VLDB | 6.8251643e-05 |
| 7,500 | Ranked Enumeration of Minimal Triangulations | 2019 | PODS | 4.7135369e-05 |
| 7,768 | On the Complexity of Package Recommendation Problems | 2012 | PODS | 4.6523419e-05 |
| 9,088 | Efficiently Enumerating Minimal Triangulations | 2017 | PODS | 4.3940132e-05 |
Previous
Page 1 / 1
Next
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 |
|---|---|---|---|---|
| 53 | DISCOVER: Keyword Search in Relational Databases | 2002 | VLDB | 0.00065993143 |
| 337 | Bidirectional Expansion For Keyword Search on Graph Databases | 2005 | VLDB | 0.00027002505 |
| 1,072 | Finding and Approximating Top-k Answers in Keyword Proximity Search | 2006 | PODS | 0.00014256848 |
| 1,453 | Keyword Proximity Search in Complex Data Graphs | 2008 | SIGMOD | 0.00011921738 |
| 1,564 | Keyword Search in Databases: The Power of RDBMS | 2009 | SIGMOD | 0.00011340407 |
| 3,116 | Learning to Create Data-Integrating Queries | 2008 | VLDB | 7.5404022e-05 |
| 12,221 | Transducing Markov Sequences | 2010 | PODS | 4.1905499e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 439 | Query Optimization for Parallel Execution | 1992 | SIGMOD | 0.00023183237 |
| 7,761 | Optimal Enumeration: Efficient Top-k Tree Matching | 2015 | VLDB | 4.6543114e-05 |
| 6,336 | Dependency-Aware Reordering for Parallelizing Query Optimization in Multi-Core CPUs | 2009 | SIGMOD | 5.1009488e-05 |
| 6,176 | Percentile Finding Algorithm for Multiple Sorted Runs | 1989 | VLDB | 5.1650962e-05 |
| 12,274 | Ten Thousand SQLs: Parallel Keyword Queries Computing | 2010 | VLDB | 4.1905499e-05 |
| 2,051 | Optimization of Multi-Way Join Queries for Parallel Execution | 1991 | VLDB | 9.6871984e-05 |
| 7,165 | Ranked Enumeration of Join Queries with Projections | 2022 | VLDB | 4.807833e-05 |
| 6,333 | Parallelizing Extensible Query Optimizers | 2009 | SIGMOD | 5.1013149e-05 |
| 3,702 | Optimal Algorithms for Ranked Enumeration of Answers to Full Conjunctive Queries | 2020 | VLDB | 6.8251643e-05 |
| 4,255 | Parallelizing Query Optimization | 2008 | VLDB | 6.3080082e-05 |