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 |
|---|---|---|---|---|
| 164 | The Architecture Of An Active Data Base Management System* | 1989 | SIGMOD | 0.00039519398 |
| 197 | Data Placement In Bubba | 1988 | SIGMOD | 0.00035201758 |
| 232 | A Performance Evaluation of Four Parallel Join Algorithms in a Shared-Nothing Multiprocessor Environment | 1989 | SIGMOD | 0.00032122485 |
| 519 | LDL: A Logic-Based Data-Language | 1986 | VLDB | 0.00021154077 |
| 628 | A Benchmark of NonStop SQL on the Debit Credit Transaction | 1988 | SIGMOD | 0.00018947564 |
| 1,518 | Implementing Set-Oriented Production Rules as an Extension to Starburst | 1991 | VLDB | 0.00011566842 |
| 2,102 | Rule Condition Testing and Action Execution in Ariel | 1992 | SIGMOD | 9.5388158e-05 |
| 2,221 | A New Paradigm For Parallel And Distributed Rule-Processing | 1990 | SIGMOD | 9.2614541e-05 |
| 6,392 | Index Support for Rule Activation | 1993 | SIGMOD | 5.0841639e-05 |
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