Parallelizing Datalog Programs by Generalized Pivoting
Summary: Parallelizes bottom-up Datalog by identifying decomposable programs that allow partitioned, communication- and synchronization-free fixpoint evaluation. Introduces generalized pivoting as a sufficient condition (and necessary for complete decomposability) and defines completely decomposable programs. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Jürgen Seib
- 2. Georg Lausen
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,200 | Big Data Analytics with Datalog Queries on Spark | 2016 | SIGMOD | 7.3912411e-05 |
| 3,958 | MLog: Towards Declarative In-Database Machine Learning | 2017 | VLDB | 6.5897636e-05 |
| 8,883 | Optimizing Parallel Recursive Datalog Evaluation on Multicore Machines | 2022 | SIGMOD | 4.4285471e-05 |
| 11,130 | The Vadalog Parallel System: Distributed Reasoning with Datalog+/- | 2024 | VLDB | 4.1945683e-05 |
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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 |
|---|---|---|---|---|
| 77 | An Amateur's Introduction to Recursive Query Processing Strategies | 1986 | SIGMOD | 0.00057043861 |
| 537 | Parallel Evaluation of Recursive Rule Queries | 1986 | PODS | 0.0002068591 |
| 1,545 | The Parallel Complexity of Simple Chain Queries (Extended Abstract) | 1987 | PODS | 0.0001144821 |
| 2,079 | A Framework for the Parallel Processing of Datalog Queries | 1990 | SIGMOD | 9.5979932e-05 |
| 2,221 | A New Paradigm For Parallel And Distributed Rule-Processing | 1990 | SIGMOD | 9.2614541e-05 |
| 4,222 | Why A Single Parallelization Strategy Is Not Enough In Knowledge Bases | 1989 | PODS | 6.3480169e-05 |
| 4,370 | Distributed Processing Of Logic Programs | 1988 | SIGMOD | 6.2486359e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,130 | The Vadalog Parallel System: Distributed Reasoning with Datalog+/- | 2024 | VLDB | 4.1945683e-05 |
| 10,929 | Polynomial Time Convergence of the Iterative Evaluation of Datalogo Programs | 2024 | PODS | 4.1945683e-05 |
| 11,831 | Logical Aspects of Massively Parallel and Distributed Systems | 2016 | PODS | 4.1945683e-05 |
| 4,370 | Distributed Processing Of Logic Programs | 1988 | SIGMOD | 6.2486359e-05 |
| 6,236 | Inherent Complexity of Recursive Queries (Extended Abstract) | 1999 | PODS | 5.1436959e-05 |
| 5,992 | Evaluating Datalog over Semirings: A Grounding-based Approach | 2024 | PODS | 5.2415551e-05 |
| 2,221 | A New Paradigm For Parallel And Distributed Rule-Processing | 1990 | SIGMOD | 9.2614541e-05 |
| 8,883 | Optimizing Parallel Recursive Datalog Evaluation on Multicore Machines | 2022 | SIGMOD | 4.4285471e-05 |
| 3,855 | On Distributed Processibility of Datalog Queries by Decomposing Databases | 1989 | SIGMOD | 6.6953401e-05 |
| 2,079 | A Framework for the Parallel Processing of Datalog Queries | 1990 | SIGMOD | 9.5979932e-05 |