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: 11224
Venue: VLDB
Year: 2016
Pagerank: 5.0878306e-05
Overall Rank: 6,372 | 55.72%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Fisnik Kastrati
2. Guido Moerkotte

Incoming Citations (Sorted by Pagerank)

Showing 9 of 9 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
4,526	Simplicity Done Right for Join Ordering	2021	CIDR	6.1079584e-05
7,482	RTScan: Efficient Scan with Ray Tracing Cores	2024	VLDB	4.7135369e-05
8,345	alpha to omega: The Greek Alphabet of Sampling	2020	CIDR	4.5361313e-05
8,638	A Concave Path to Low-overhead Robust Query Processing	2018	VLDB	4.4750742e-05
9,387	Small Selectivities Matter: Lifting the Burden of Empty Samples	2021	SIGMOD	4.341968e-05
9,625	Optimization of Disjunctive Predicates for Main Memory Column Stores	2017	SIGMOD	4.3115918e-05
9,725	Cardinality Estimation of LIKE Predicate Queries using Deep Learning	2025	SIGMOD	4.290223e-05
10,635	Robust Plan Evaluation based on Approximate Probabilistic Machine Learning	2025	VLDB	4.1905499e-05
10,707	The Accuracy of Cardinality Estimators: Unraveling the Evaluation Result Conundrum	2025	VLDB	4.1905499e-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
59	Efficiently Compiling Efficient Query Plans for Modern Hardware	2011	VLDB	0.0006445664
71	How Good Are Query Optimizers, Really?	2016	VLDB	0.00059446482
87	Hekaton: SQL Server’s Memory-Optimized OLTP Engine	2013	SIGMOD	0.00052844656
136	H-Store: A High-Performance, Distributed Main Memory Transaction Processing System	2008	VLDB	0.00042409816
140	Predicate Migration: Optimizing Queries with Expensive Predicates	1993	SIGMOD	0.00042289025
144	Optimization of Nonrecursive Queries	1986	VLDB	0.00041430126
316	Distinct Sampling for Highly-Accurate Answers to Distinct Values Queries and Event Reports	2001	VLDB	0.00027981848
380	Towards Estimation Error Guarantees for Distinct Values	2000	PODS	0.00024943236
594	HYRISE—A Main Memory Hybrid Storage Engine	2011	VLDB	0.00019515008
627	Preventing Bad Plans by Bounding the Impact of Cardinality Estimation Errors	2009	VLDB	0.00018959896
790	Conjunctive Selection Conditions in Main Memory	2002	PODS	0.0001659522
1,465	Experiences Building the Open OODB Query Optimizer	1993	SIGMOD	0.00011846984
1,492	Advanced Query Processing in Object Bases Using Access Support Relations	1990	VLDB	0.00011683783
1,622	Row-wise Parallel Predicate Evaluation	2008	VLDB	0.00011104582
2,455	Optimizing Boolean Expressions in Object Bases	1992	VLDB	8.7667904e-05
8,893	Histograms Reloaded: The Merits of Bucket Diversity	2010	SIGMOD	4.4232868e-05

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