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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Authors
- 1. Hasanat M. Dewan (Columbia University)
- 2. Salvatore J. Stolfo (Columbia University)
- 3. Mauricio Hernandez (Columbia University)
- 4. Jae-Jun Hwang (Columbia University)
BibTeX Citation
@inproceedings{dewan_sigmod94,
title = {{Predictive Dynamic Load Balancing of Parallel and Distributed Rule and Query Processing}},
author = {Dewan, Hasanat M. and Stolfo, Salvatore J. and Hernandez, Mauricio and Hwang, Jae-Jun},
series = {{SIGMOD} '94},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/191839.191893},
url = {https://dl.acm.org/doi/10.1145/191839.191893},
year = {1994}
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 188 | Data Placement In Bubba | 1988 | SIGMOD | 0.00026126036 |
| 197 | The Architecture Of An Active Data Base Management System* | 1989 | SIGMOD | 0.00025700767 |
| 242 | A Performance Evaluation of Four Parallel Join Algorithms in a Shared-Nothing Multiprocessor Environment | 1989 | SIGMOD | 0.00023604323 |
| 622 | LDL: A Logic-Based Data-Language | 1986 | VLDB | 0.00015686753 |
| 951 | A Benchmark of NonStop SQL on the Debit Credit Transaction | 1988 | SIGMOD | 0.00013021781 |
| 1,590 | Implementing Set-Oriented Production Rules as an Extension to Starburst | 1991 | VLDB | 0.00010257581 |
| 2,009 | Rule Condition Testing and Action Execution in Ariel | 1992 | SIGMOD | 9.3096289e-05 |
| 3,076 | A New Paradigm For Parallel And Distributed Rule-Processing | 1990 | SIGMOD | 7.7817058e-05 |
| 6,331 | Index Support for Rule Activation | 1993 | SIGMOD | 5.9108389e-05 |
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