Towards Auto-Generated Data Systems

Summary: Proposes automating DBMS construction and optimization via auto-generated data systems, centering automation on three mandatory aspects: user specification, code generation, and result validation. Demonstrates feasibility with a video-processing case study and sketches research directions. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 13280
Venue: VLDB
Year: 2023
Pagerank: 4.1945683e-05
Overall Rank: 11,300 | 21.39%
DOI: 10.14778/3611540.3611635

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Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 20 of 20 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
1	Access Path Selection in a Relational Database Management System	1979	SIGMOD	0.0040449103
31	Provenance Semirings	2007	PODS	0.0007857786
183	Automatic Database Management System Tuning Through Large-scale Machine Learning	2017	SIGMOD	0.00036721403
1,057	Cosette: An Automated Prover for SQL	2017	CIDR	0.0001439886
2,099	Axiomatic Foundations and Algorithms for Deciding Semantic Equivalences of SQL Queries	2018	VLDB	9.5479391e-05
3,432	Demonstration of the Cosette Automated SQL Prover	2017	SIGMOD	7.1008151e-05
4,677	Automatically Leveraging MapReduce Frameworks for Data-Intensive Applications	2018	SIGMOD	6.0047822e-05
4,980	Interactive Query Synthesis from Input-Output Examples	2017	SIGMOD	5.7873101e-05
5,039	VisualWorldDB: A DBMS for the Visual World	2020	CIDR	5.7425824e-05
5,290	LightDB: A DBMS for Virtual Reality Video	2018	VLDB	5.5828169e-05
5,614	New Directions in Cloud Programming	2021	CIDR	5.4101976e-05
6,833	Keep CALM and CRDT On	2023	VLDB	4.9125021e-05
9,129	Spatialyze: A Geospatial Video Analytics System with Spatial-Aware Optimizations	2024	VLDB	4.3903093e-05
9,410	Leveraging Application Data Constraints to Optimize Database-Backed Web Applications	2023	VLDB	4.3441378e-05
9,819	Generating Application-Specific Data Layouts for In-memory Databases	2019	VLDB	4.2774401e-05
11,542	View-Driven Optimization of Database-Backed Web Applications	2020	CIDR	4.1945683e-05
11,587	Demonstration of Chestnut: An In-memory Data Layout Designer for Database Applications	2020	SIGMOD	4.1945683e-05
11,781	VisualCloud Demonstration: A DBMS for Virtual Reality	2017	SIGMOD	4.1945683e-05
13,257	Demonstration of Apperception: A Database Management System for Geospatial Video Data	2021	VLDB	-
13,330	Optimizing Data-Intensive Applications Automatically By Leveraging Parallel Data Processing Frameworks	2017	SIGMOD	-

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