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Implementing Large Production Systems in a DBMS Environment: Concepts and Algorithms

Summary: Storing and manipulating large rule bases in a relational DBMS for production systems. Proposes an efficient rule-matching algorithm and fully parallel, concurrent execution strategies that outperform OPS5 for scalable DBMS-based rule reasoning. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
ha228e3ffd5f3ba76
Venue
SIGMOD
Year
1988
Pagerank
0.00010575416
Overall Rank
1,464 | 90.17%
DOI
10.1145/50202.50251

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{sellis_sigmod88,
        title = {{Implementing Large Production Systems in a DBMS Environment: Concepts and Algorithms}},
        author = {Sellis, Timos and Lin, Chih-Chen and Raschid, Louiqa},
        series = {{SIGMOD} '88},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/50202.50251},
        url = {https://dl.acm.org/doi/10.1145/50202.50251},
        year = {1988}
}

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

Rank Citing Paper Year Venue Pagerank
581 Alert: An Architecture for Transforming a Passive DBMS into an Active DBMS 1991 VLDB 0.00015977796
738 Set-Oriented Production Rules in Relational Database Systems 1990 SIGMOD 0.00014352601
1,627 Implementing Set-Oriented Production Rules as an Extension to Starburst 1991 VLDB 0.00010034329
2,848 On Maintaining Priorities in a Production Rule System 1991 VLDB 7.9393628e-05
3,638 Ode as an Active Database: Constraints and Triggers 1991 VLDB 7.1428559e-05
5,202 An Algebraic Approach to Rule Analysis in Expert Database Systems 1994 VLDB 6.2294873e-05
6,471 An Adaptive Algorithm for Incremental Evaluation of Production Rules in Databases 1993 VLDB 5.7716341e-05
6,590 Managing Conflicts between Rules 1996 PODS 5.7401308e-05
8,518 Set-Oriented Constructs: From Rete Rule Bases to Database Systems 1991 SIGMOD 5.3230739e-05
10,097 Relational Database Behavior: Utilizing Relational Discrete Event Systems and Models 1989 PODS 5.078242e-05
13,290 Enhancing Database Correctness: A Statistical Approach 1995 SIGMOD 4.9769913e-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
2 R-Trees: A Dynamic Index Structure For Spatial Searching 1984 SIGMOD 0.0019923528
34 The Design Of Postgres 1986 SIGMOD 0.00049129967
39 Efficiently Updating Materialized Views 1986 SIGMOD 0.00046583225
44 The R+-Tree: A Dynamic Multi-Dimensional Index for Objects 1987 VLDB 0.00045319457
67 An Amateur's Introduction to Recursive Query Processing Strategies 1986 SIGMOD 0.00037991902
1,393 Updating Derived Relations: Detecting Irrelevant and Autonomously Computable Updates 1986 VLDB 0.00010801562
1,551 Multiple Query Processing in Deductive Databases using Query Graphs 1986 VLDB 0.00010276518
Previous Page 1 / 1 Next

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4 10,097 Relational Database Behavior: Utilizing Relational Discrete Event Systems and Models 1989 PODS
5 8,518 Set-Oriented Constructs: From Rete Rule Bases to Database Systems 1991 SIGMOD
6 738 Set-Oriented Production Rules in Relational Database Systems 1990 SIGMOD
7 6,471 An Adaptive Algorithm for Incremental Evaluation of Production Rules in Databases 1993 VLDB
8 13,408 Effects of Database Size on Rule System Performance: Five Case Studies 1991 VLDB
9 13,390 Production Rules in Parallel and Distributed Database Environments 1992 VLDB
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