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 |
|---|---|---|---|---|
| 3,207 | Big Data Analytics with Datalog Queries on Spark | 2016 | SIGMOD | 7.3847098e-05 |
| 3,961 | MLog: Towards Declarative In-Database Machine Learning | 2017 | VLDB | 6.5824022e-05 |
| 8,884 | Optimizing Parallel Recursive Datalog Evaluation on Multicore Machines | 2022 | SIGMOD | 4.4243024e-05 |
| 11,133 | The Vadalog Parallel System: Distributed Reasoning with Datalog+/- | 2024 | VLDB | 4.1905499e-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 |
|---|---|---|---|---|
| 79 | An Amateur's Introduction to Recursive Query Processing Strategies | 1986 | SIGMOD | 0.00056010993 |
| 541 | Parallel Evaluation of Recursive Rule Queries | 1986 | PODS | 0.00020586706 |
| 1,532 | The Parallel Complexity of Simple Chain Queries (Extended Abstract) | 1987 | PODS | 0.00011466849 |
| 2,087 | A Framework for the Parallel Processing of Datalog Queries | 1990 | SIGMOD | 9.5715836e-05 |
| 2,227 | A New Paradigm For Parallel And Distributed Rule-Processing | 1990 | SIGMOD | 9.2521507e-05 |
| 4,225 | Why A Single Parallelization Strategy Is Not Enough In Knowledge Bases | 1989 | PODS | 6.3396067e-05 |
| 4,367 | Distributed Processing Of Logic Programs | 1988 | SIGMOD | 6.2423944e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,133 | The Vadalog Parallel System: Distributed Reasoning with Datalog+/- | 2024 | VLDB | 4.1905499e-05 |
| 10,932 | Polynomial Time Convergence of the Iterative Evaluation of Datalogo Programs | 2024 | PODS | 4.1905499e-05 |
| 11,839 | Logical Aspects of Massively Parallel and Distributed Systems | 2016 | PODS | 4.1905499e-05 |
| 4,367 | Distributed Processing Of Logic Programs | 1988 | SIGMOD | 6.2423944e-05 |
| 6,234 | Inherent Complexity of Recursive Queries (Extended Abstract) | 1999 | PODS | 5.1387584e-05 |
| 5,996 | Evaluating Datalog over Semirings: A Grounding-based Approach | 2024 | PODS | 5.2365238e-05 |
| 2,227 | A New Paradigm For Parallel And Distributed Rule-Processing | 1990 | SIGMOD | 9.2521507e-05 |
| 8,884 | Optimizing Parallel Recursive Datalog Evaluation on Multicore Machines | 2022 | SIGMOD | 4.4243024e-05 |
| 3,860 | On Distributed Processibility of Datalog Queries by Decomposing Databases | 1989 | SIGMOD | 6.6864693e-05 |
| 2,087 | A Framework for the Parallel Processing of Datalog Queries | 1990 | SIGMOD | 9.5715836e-05 |