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Making SQL Queries Correct on Incomplete Databases: A Feasibility Study

Summary: Empirically demonstrates that standard SQL semantics over NULLs frequently yields incorrect answers on real workloads (TPC-H), especially for queries with negation. Proposes a novel FO-query rewriting that computes certain answers efficiently in practice, fixing prior impractical methods with modest overhead and no loss of correct results. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
1691
Venue
PODS
Year
2016
Pagerank
6.1248899e-05
Overall Rank
5,677 | 61.06%
DOI
10.1145/2902251.2902297

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{guagliardo_pods16,
        address = {New York, NY, USA},
        series = {{PODS} '16},
        title = {{Making SQL Queries Correct on Incomplete Databases: A Feasibility Study}},
        url = {https://dl.acm.org/doi/10.1145/2902251.2902297},
        doi = {10.1145/2902251.2902297},
        booktitle = {Proceedings of the {ACM} {SIGMOD} Symposium on {Principles} of {Database} {Systems}},
        publisher = {Association for Computing Machinery},
        author = {Guagliardo, Paolo and Libkin, Leonid},
        year = {2016}
}

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

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

Rank Cited Paper Year Venue Pagerank
18 How Good Are Query Optimizers, Really? 2016 VLDB 0.00059284255
22 Data Integration: A Theoretical Perspective 2002 PODS 0.00056204792
469 Clio Grows Up: From Research Prototype to Industrial Tool 2005 SIGMOD 0.00017973925
613 Database Relations with Null Values (Extended Abstract) 1982 PODS 0.00015723523
1,652 The iBench Integration Metadata Generator 2016 VLDB 0.00010109142
2,256 STBenchmark: Towards a Benchmark for Mapping Systems 2008 VLDB 8.8578542e-05
2,663 Partial Results in Database Systems 2014 SIGMOD 8.2818137e-05
3,487 ++Spicy: an Open-Source Tool for Second-Generation Schema Mapping and Data Exchange 2011 VLDB 7.3687386e-05
4,032 On Relational Algebra With Marked Nulls 1984 PODS 6.9453392e-05
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