Fast Incremental Discovery of Pointwise Order Dependencies

Summary: Incremental discovery of pointwise order dependencies (PODs) under insertions. Uses novel indexing for Sigma and D to detect violations with log(|D|) cost, and a DeltaSigma refinement to update Sigma; experiments show up to orders-of-magnitude speedups over full recomputation. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 12071
Venue: VLDB
Year: 2020
Pagerank: 4.9379361e-05
Overall Rank: 6,756 | 53.01%
DOI: 10.14778/3401960.3401965

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 5 of 5 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
8,703	Workload-driven, Lazy Discovery of Data Dependencies for Query Optimization	2022	CIDR	4.4647237e-05
8,836	Fast Approximate Denial Constraint Discovery	2023	VLDB	4.4393184e-05
9,749	Efficient Differential Dependency Discovery	2024	VLDB	4.2897489e-05
10,489	Incremental Rule Discovery in Response to Parameter Updates	2025	SIGMOD	4.1945683e-05
11,001	Capturing More Associations by Referencing External Graphs	2024	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 16 of 16 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
555	Discovering Denial Constraints	2013	VLDB	0.00020254908
907	Fundamental Techniques for Order Optimization	1996	SIGMOD	0.00015435983
1,188	On Generating Near-Optimal Tableaux for Conditional Functional Dependencies	2008	VLDB	0.00013441729
2,077	Efficient Discovery of Approximate Dependencies	2018	VLDB	9.6001836e-05
2,159	Sequential Dependencies	2009	VLDB	9.4130956e-05
2,253	Efficient Denial Constraint Discovery with Hydra	2018	VLDB	9.1937209e-05
2,483	Discovery of Approximate (and Exact) Denial Constraints	2020	VLDB	8.6864916e-05
3,467	Data Profiling – A Tutorial	2017	SIGMOD	7.069081e-05
3,571	Lightning Fast and Space Efficient Inequality Joins	2015	VLDB	6.9580858e-05
4,408	Implementation of Two Semantic Query Optimization Techniques in DB2 Universal Database	1999	VLDB	6.2109612e-05
4,682	Scalable Discovery of Unique Column Combinations	2014	VLDB	6.0022412e-05
4,744	Effective and Complete Discovery of Order Dependencies via Set-based Axiomatization	2017	VLDB	5.957936e-05
5,613	Distributed implementations of dependency discovery algorithms	2019	VLDB	5.4102298e-05
6,437	Fundamentals of Order Dependencies	2012	VLDB	5.0631488e-05
6,703	Discovering Graph Functional Dependencies	2018	SIGMOD	4.9555163e-05
7,261	Expressiveness and Complexity of Order Dependencies	2013	VLDB	4.7861106e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
9,646	Discovering Functional Dependencies through Hitting Set Enumeration	2024	SIGMOD	4.3109001e-05
2,159	Sequential Dependencies	2009	VLDB	9.4130956e-05
9,749	Efficient Differential Dependency Discovery	2024	VLDB	4.2897489e-05
1,188	On Generating Near-Optimal Tableaux for Conditional Functional Dependencies	2008	VLDB	0.00013441729
10,587	Efficient Discovery of Relaxed Functional Dependencies	2025	VLDB	4.1945683e-05
6,437	Fundamentals of Order Dependencies	2012	VLDB	5.0631488e-05
10,489	Incremental Rule Discovery in Response to Parameter Updates	2025	SIGMOD	4.1945683e-05
10,540	Discovering Approximate Inclusion Dependencies	2025	VLDB	4.1945683e-05
7,261	Expressiveness and Complexity of Order Dependencies	2013	VLDB	4.7861106e-05
4,744	Effective and Complete Discovery of Order Dependencies via Set-based Axiomatization	2017	VLDB	5.957936e-05