A General Framework for Modeling and Processing Optimization Queries

Summary: Proposes a general framework of model-based optimization queries using a generic model to specify objectives and attribute constraints. For convex objectives/constraints, it maps to convex programs and offers an I/O-efficient, unified processing framework with near-specialized performance. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 9516
Venue: VLDB
Year: 2007
Pagerank: 4.4278238e-05
Overall Rank: 8,889 | 38.17%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
7,787	Jigsaw: Efficient Optimization Over Uncertain Enterprise Data	2011	SIGMOD	4.6512526e-05

Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
7	Optimal Aggregation Algorithms for Middleware [Extended Abstract]	2001	PODS	0.0015496097
34	Similarity Search in High Dimensions via Hashing	1999	VLDB	0.00076637636
47	Nearest Neighbor Queries	1995	SIGMOD	0.0007015885
79	A Quantitative Analysis and Performance Study for Similarity-Search Methods in High-Dimensional Spaces	1998	VLDB	0.00056242144
430	The Onion Technique: Indexing for Linear Optimization Queries	2000	SIGMOD	0.00023463938
465	PREFER: A System for the Efficient Execution of Multiparametric Ranked Queries	2001	SIGMOD	0.00022455702
601	Influence Sets Based on Reverse Nearest Neighbor Queries	2000	SIGMOD	0.00019375875
1,183	A Cost Model For Nearest Neighbor Search in High-Dimensional Data Space	1997	PODS	0.00013455596
1,808	Top-k Query Evaluation with Probabilistic Guarantees	2004	VLDB	0.00010486213
7,468	Boolean + Ranking: Querying a Database by K-Constrained Optimization	2006	SIGMOD	4.7210446e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
454	An Overview of Query Optimization in Relational Systems	1998	PODS	0.00022734812
3,408	Query Optimizers: Time to Rethink the Contract?	2009	SIGMOD	7.1288167e-05
143	Optimization of Nonrecursive Queries	1986	VLDB	0.00041510555
3,284	Configuration-Parametric Query Optimization for Physical Design Tuning	2008	SIGMOD	7.2790444e-05
5,299	Efficient Approximation of Optimization Queries Under Parametric Aggregation Constraints	2003	VLDB	5.5796719e-05
7,662	Constrained Optimalities in Query Personalization	2005	SIGMOD	4.6859276e-05
7,468	Boolean + Ranking: Querying a Database by K-Constrained Optimization	2006	SIGMOD	4.7210446e-05
2,659	Multi-Objective Parametric Query Optimization	2015	VLDB	8.3604734e-05
1,726	Design and Analysis of Parametric Query Optimization Algorithms	1998	VLDB	0.00010741411
1,199	A General Framework for the Optimization of Object-Oriented Queries	1992	SIGMOD	0.00013354204