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The Complexity of Query Reliability

Summary: Demonstrates that computing query reliability over tuple-independent probabilistic databases jumps from PTIME for quantifier-free queries to FP#P-complete already for some conjunctive queries, and that FP#P characterizes reliability for broad classes (incl. all SO queries). Provides randomized approximation algorithms for all polynomial-time-evaluable queries and extends FP#P hardness to metafinite databases with interpreted functions and SQL-style aggregates (first-order queries included). (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
1155
Venue
PODS
Year
1998
Pagerank
0.00019910719
Overall Rank
571 | 96.03%
DOI
-

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Incoming Citations (Sorted by Pagerank)

Showing 19 of 19 citing papers.

Rank Citing Paper Year Venue Pagerank
74 Efficient Query Evaluation on Probabilistic Databases 2004 VLDB 0.00057857292
627 Management of Probabilistic Data: Foundations and Challenges 2007 PODS 0.00018959005
1,268 The Dichotomy of Conjunctive Queries on Probabilistic Structures 2007 PODS 0.00012931993
1,730 Conditioning Probabilistic Databases 2008 VLDB 0.00010736755
1,970 Approximate Lineage for Probabilistic Databases 2008 VLDB 9.896375e-05
2,978 Matching Twigs in Probabilistic XML 2007 VLDB 7.7845728e-05
3,314 Computing Query Probability with Incidence Algebras 2010 PODS 7.2318581e-05
4,442 Approximating Predicates and Expressive Queries on Probabilistic Databases 2008 PODS 6.186154e-05
5,296 Running Tree Automata on Probabilistic XML 2009 PODS 5.5802694e-05
5,537 Cleaning Uncertain Data with Quality Guarantees 2008 VLDB 5.4522327e-05
5,638 Circuit Treewidth, Sentential Decision, and Query Compilation 2017 PODS 5.3965476e-05
6,284 Probabilistic XML via Markov Chains 2010 VLDB 5.128131e-05
6,415 Queries with Difference on Probabilistic Databases 2011 VLDB 5.0731258e-05
6,681 Query Efficiency in Probabilistic XML Models 2008 SIGMOD 4.9643102e-05
6,804 A Dichotomy for Non-repeating Queries with Negation in Probabilistic Databases 2014 PODS 4.9224361e-05
7,163 Probabilistic Query Evaluation: The Combined FPRAS Landscape 2023 PODS 4.8132033e-05
10,010 Tractability Frontiers of the Shapley Value for Aggregate Conjunctive Queries 2026 PODS 4.1945683e-05
10,377 FastPDB: Towards Bag-Probabilistic Queries at Interactive Speeds 2025 SIGMOD 4.1945683e-05
12,222 GRN Model of Probabilistic Databases: Construction, Transition and Querying 2010 SIGMOD 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 1 of 1 cited papers.

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

Rank Cited Paper Year Venue Pagerank
841 The reliability of queries (Extended Abstract) 1995 PODS 0.00016050985
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