Predictive Dynamic Load Balancing of Parallel and Distributed Rule and Query Processing
Summary: PARADISER enables parallel and distributed rule/query processing through the PARULEL kernel, with predictive static and dynamic load balancing at runtime. Two realistic tests (including transitive closure) show scalable speedups from the predictive dynamic load-balancing approach. (summarized by gpt-5-nano on Feb 09 2026)
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| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 165 | The Architecture Of An Active Data Base Management System* | 1989 | SIGMOD | 0.00039577729 |
| 197 | Data Placement In Bubba | 1988 | SIGMOD | 0.0003508637 |
| 230 | A Performance Evaluation of Four Parallel Join Algorithms in a Shared-Nothing Multiprocessor Environment | 1989 | SIGMOD | 0.00032145125 |
| 520 | LDL: A Logic-Based Data-Language | 1986 | VLDB | 0.00021145923 |
| 629 | A Benchmark of NonStop SQL on the Debit Credit Transaction | 1988 | SIGMOD | 0.00018951974 |
| 1,517 | Implementing Set-Oriented Production Rules as an Extension to Starburst | 1991 | VLDB | 0.00011554837 |
| 2,106 | Rule Condition Testing and Action Execution in Ariel | 1992 | SIGMOD | 9.5297652e-05 |
| 2,227 | A New Paradigm For Parallel And Distributed Rule-Processing | 1990 | SIGMOD | 9.2521507e-05 |
| 6,389 | Index Support for Rule Activation | 1993 | SIGMOD | 5.079266e-05 |
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