Partial Join Order Optimization in the ParAccel Analytic Database
Summary: ParAccel's Volt optimizer—a parallel, shared-nothing, columnar analytic DB with memory-centric design and multi-manager expression handling—uses rule- and cost-based transformations for bulk and instance-level queries. Partial join ordering of very large join sets reduces DP search space and enables scalable, subsequent optimization; performance analyses show utility and effectiveness. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yijou Chen
- 2. Richard L. Cole
- 3. William J. McKenna
- 4. Sergei Perfilov
- 5. Aman Sinha
- 6. Eugene Szedenits Jr.
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,619 | Adaptive Optimization of Very Large Join Queries | 2018 | SIGMOD | 0.00011111678 |
| 2,249 | Orca: A Modular Query Optimizer Architecture for Big Data | 2014 | SIGMOD | 9.2034693e-05 |
| 6,056 | Efficient Massively Parallel Join Optimization for Large Queries* | 2022 | SIGMOD | 5.2321475e-05 |
| 9,111 | Meta's Next-generation Realtime Monitoring and Analytics Platform | 2022 | VLDB | 4.3942367e-05 |
| 12,061 | Designing Query Optimizers for Big Data Problems of The Future | 2013 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1 | Access Path Selection in a Relational Database Management System | 1979 | SIGMOD | 0.0040449103 |
| 143 | Optimization of Nonrecursive Queries | 1986 | VLDB | 0.00041510555 |
| 784 | Optimization of Large Join Queries: Combining Heuristics and Combinatorial Techniques | 1989 | SIGMOD | 0.00016675823 |
| 978 | Rapid Bushy Join-order Optimization with Cartesian Products | 1996 | SIGMOD | 0.00014881073 |
| 3,404 | EROC: A Toolkit for Building NEATO Query Optimizers | 1996 | VLDB | 7.1321923e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,337 | Parallelizing Extensible Query Optimizers | 2009 | SIGMOD | 5.1053757e-05 |
| 6,334 | Dependency-Aware Reordering for Parallelizing Query Optimization in Multi-Core CPUs | 2009 | SIGMOD | 5.1058462e-05 |
| 6,056 | Efficient Massively Parallel Join Optimization for Large Queries* | 2022 | SIGMOD | 5.2321475e-05 |
| 5,392 | Coloring Away Communication in Parallel Query Optimization | 1995 | VLDB | 5.5329138e-05 |
| 438 | Query Optimization for Parallel Execution | 1992 | SIGMOD | 0.00023199245 |
| 4,261 | Parallelizing Query Optimization | 2008 | VLDB | 6.31244e-05 |
| 1,619 | Adaptive Optimization of Very Large Join Queries | 2018 | SIGMOD | 0.00011111678 |
| 1,825 | Optimization Algorithms for Exploiting the Parallelism-Communication Tradeoff in Pipelined Parallelism | 1994 | VLDB | 0.00010401739 |
| 1,939 | From Theory to Practice: Efficient Join Query Evaluation in a Parallel Database System | 2015 | SIGMOD | 0.00010025655 |
| 2,044 | Optimization of Multi-Way Join Queries for Parallel Execution | 1991 | VLDB | 9.6953608e-05 |