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Avoiding Materialisation for Guarded Aggregate Queries

Summary: Introduces guarded aggregate queries, whose syntactic restrictions enable logical and physical rewrites that compute aggregates without materialising massive join results. Implemented in Spark SQL and validated on standard benchmarks, addressing join-heavy analytical and graph-path workloads. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
13994
Venue
VLDB
Year
2025
Pagerank
5.2319816e-05
Overall Rank
9,720 | 33.32%
DOI
10.14778/3718057.3718068

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{lanzinger_vldb25,
        title = {{Avoiding Materialisation for Guarded Aggregate Queries}},
        author = {Lanzinger, Matthias and Pichler, Reinhard and Selzer, Alexander},
        journal = {PVLDB},
        series = {{VLDB} '25},
        volume = {18},
        number = {5},
        pages = {1398--1411},
        doi = {10.14778/3718057.3718068},
        url = {https://doi.org/10.14778/3718057.3718068},
        year = {2025}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank Citing Paper Year Venue Pagerank
9,512 Poisson Sampling over Acyclic Joins 2026 SIGMOD 5.2571354e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 22 of 22 cited papers.

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

Rank Cited Paper Year Venue Pagerank
17 Provenance Semirings 2007 PODS 0.00059843817
18 How Good Are Query Optimizers, Really? 2016 VLDB 0.00059284255
24 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00054865648
211 EmptyHeaded: A Relational Engine for Graph Processing 2016 SIGMOD 0.00024797217
358 FAQ: Questions Asked Frequently 2016 PODS 0.00020243592
438 DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views 2012 VLDB 0.00018471721
816 The Dynamic Yannakakis Algorithm: Compact and Efficient Query Processing Under Updates 2017 SIGMOD 0.00013827772
860 Aggregation and Ordering in Factorised Databases 2013 VLDB 0.00013560445
1,122 Cardinality Estimation in DBMS: A Comprehensive Benchmark Evaluation 2022 VLDB 0.0001209124
1,549 AJAR: Aggregations and Joins over Annotated Relations 2016 PODS 0.00010390168
2,126 Kuzu* Graph Database Management System 2023 CIDR 9.1329991e-05
2,330 Hypertree Decompositions and Tractable Queries 1999 PODS 8.7447066e-05
2,573 Secure Yannakakis: Join-Aggregate Queries over Private Data 2021 SIGMOD 8.4015654e-05
2,769 A Layered Aggregate Engine for Analytics Workloads 2019 SIGMOD 8.1465406e-05
3,206 Incremental View Maintenance with Triple Lock Factorization Benefits 2018 SIGMOD 7.6367549e-05
3,295 Lightning Fast and Space Efficient Inequality Joins 2015 VLDB 7.5477715e-05
3,841 DunceCap: Query Plans Using Generalized Hypertree Decompositions 2015 SIGMOD 7.0808098e-05
4,575 Conjunctive Queries with Comparisons 2022 SIGMOD 6.6223692e-05
4,985 Change Propagation Without Joins 2023 VLDB 6.412102e-05
5,399 Efficient Massively Parallel Join Optimization for Large Queries* 2022 SIGMOD 6.2319315e-05
7,161 Computing the Difference of Conjunctive Queries Efficiently 2023 SIGMOD 5.6852987e-05
8,168 DunceCap: Compiling Worst-Case Optimal Query Plans 2015 SIGMOD 5.4743814e-05
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