Why A Single Parallelization Strategy Is Not Enough In Knowledge Bases
Summary: Contends logic-program evaluation requires program-specific parallelization and proposes five strategies trading evaluation cost against communication/synchronization overhead. Characterizes a class amenable to pure (no-overhead) parallelization, links it to NC, and formalizes optimal (though overhead-bearing) strategies toward a theory of parallel logic programming. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,087 | A Framework for the Parallel Processing of Datalog Queries | 1990 | SIGMOD | 9.5715836e-05 |
| 2,134 | Incremental Evaluation of Rules and its Relationship to Parallelism | 1991 | SIGMOD | 9.4690121e-05 |
| 2,227 | A New Paradigm For Parallel And Distributed Rule-Processing | 1990 | SIGMOD | 9.2521507e-05 |
| 3,207 | Big Data Analytics with Datalog Queries on Spark | 2016 | SIGMOD | 7.3847098e-05 |
| 3,860 | On Distributed Processibility of Datalog Queries by Decomposing Databases | 1989 | SIGMOD | 6.6864693e-05 |
| 5,927 | Parallelizing Datalog Programs by Generalized Pivoting | 1991 | PODS | 5.2666195e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 16 | MAGIC SETS AND OTHER STRANGE WAYS TO IMPLEMENT LOGIC PROGRAMS (Extended Abstract) | 1986 | PODS | 0.00099936325 |
| 209 | OPTIMIZING DATALOG PROGRAMS (Extended Abstract) | 1987 | PODS | 0.00034147258 |
| 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 |
| 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 |
|---|---|---|---|---|
| 9,545 | THEORY OF SERIALIZABILITY FOR A PARALLEL MODEL OF TRANSACTIONS (Extended Abstract) | 1982 | PODS | 4.3223802e-05 |
| 1,826 | Optimization Algorithms for Exploiting the Parallelism-Communication Tradeoff in Pipelined Parallelism | 1994 | VLDB | 0.00010392071 |
| 9,521 | Implementation and Analysis of a Parallel Collection Query Language | 1996 | VLDB | 4.3282242e-05 |
| 1,114 | Parallel Evaluation of Conjunctive Queries | 2011 | PODS | 0.00013871948 |
| 8,173 | The Power of Methods With Parallel Semantics | 1991 | VLDB | 4.5640563e-05 |
| 5,927 | Parallelizing Datalog Programs by Generalized Pivoting | 1991 | PODS | 5.2666195e-05 |
| 3,860 | On Distributed Processibility of Datalog Queries by Decomposing Databases | 1989 | SIGMOD | 6.6864693e-05 |
| 11,839 | Logical Aspects of Massively Parallel and Distributed Systems | 2016 | PODS | 4.1905499e-05 |
| 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 |