Optimization of Conjunctive Predicates for Main Memory Column Stores

Summary: Holistic optimization of conjunctive predicates for main-memory column stores, with a cost model integrating CPU architecture, storage, and subexpression elimination. Handles correlated predicates under bounded estimation error; avoids independence assumptions. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 11411
Venue: VLDB
Year: 2016
Pagerank: 6.0113733e-05
Overall Rank: 6,009 | 58.78%
DOI: 10.14778/2994509.2994529

Incoming Non-self Citations Over Time

Authors

1. Fisnik Kastrati (University of Mannheim)
2. Guido Moerkotte (University of Mannheim)

BibTeX Citation

@article{kastrati_vldb16,
        title = {{Optimization of Conjunctive Predicates for Main Memory Column Stores}},
        author = {Kastrati, Fisnik and Moerkotte, Guido},
        journal = {PVLDB},
        series = {{VLDB} '16},
        volume = {9},
        number = {12},
        pages = {1125--1136},
        doi = {10.14778/2994509.2994529},
        url = {https://doi.org/10.14778/2994509.2994529},
        year = {2016}
}

Incoming Citations (Sorted by Pagerank)

Showing 9 of 9 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
3,959	Simplicity Done Right for Join Ordering	2021	CIDR	6.9879431e-05
7,412	RTScan: Efficient Scan with Ray Tracing Cores	2024	VLDB	5.624223e-05
8,004	A Concave Path to Low-overhead Robust Query Processing	2018	VLDB	5.5082745e-05
8,183	alpha to omega: The Greek Alphabet of Sampling	2020	CIDR	5.4714466e-05
9,455	Small Selectivities Matter: Lifting the Burden of Empty Samples	2021	SIGMOD	5.2653318e-05
9,754	Optimization of Disjunctive Predicates for Main Memory Column Stores	2017	SIGMOD	5.2273974e-05
9,844	Cardinality Estimation of LIKE Predicate Queries using Deep Learning	2025	SIGMOD	5.2094602e-05
10,881	Robust Plan Evaluation based on Approximate Probabilistic Machine Learning	2025	VLDB	5.093636e-05
10,945	The Accuracy of Cardinality Estimators: Unraveling the Evaluation Result Conundrum	2025	VLDB	5.093636e-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
18	How Good Are Query Optimizers, Really?	2016	VLDB	0.00059284255
23	Efficiently Compiling Efficient Query Plans for Modern Hardware	2011	VLDB	0.00054886415
38	Hekaton: SQL Server’s Memory-Optimized OLTP Engine	2013	SIGMOD	0.00047648573
83	H-Store: A High-Performance, Distributed Main Memory Transaction Processing System	2008	VLDB	0.00036185259
132	Predicate Migration: Optimizing Queries with Expensive Predicates	1993	SIGMOD	0.00030378624
143	Optimization of Nonrecursive Queries	1986	VLDB	0.0002959213
255	Distinct Sampling for Highly-Accurate Answers to Distinct Values Queries and Event Reports	2001	VLDB	0.00023174541
288	Towards Estimation Error Guarantees for Distinct Values	2000	PODS	0.00022296371
388	Preventing Bad Plans by Bounding the Impact of Cardinality Estimation Errors	2009	VLDB	0.00019410042
428	HYRISE—A Main Memory Hybrid Storage Engine	2011	VLDB	0.00018633493
771	Conjunctive Selection Conditions in Main Memory	2002	PODS	0.00014161995
1,341	Experiences Building the Open OODB Query Optimizer	1993	SIGMOD	0.00011108876
1,450	Row-wise Parallel Predicate Evaluation	2008	VLDB	0.00010746714
1,462	Advanced Query Processing in Object Bases Using Access Support Relations	1990	VLDB	0.00010701465
2,923	Optimizing Boolean Expressions in Object Bases	1992	VLDB	7.9578414e-05
8,998	Histograms Reloaded: The Merits of Bucket Diversity	2010	SIGMOD	5.3355988e-05

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2	132	Predicate Migration: Optimizing Queries with Expensive Predicates	1993	SIGMOD
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