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: 13281
Venue: VLDB
Year: 2023
Pagerank: 4.1905499e-05
Overall Rank: 11,302 | 21.46%
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	0.0040465394
31	Provenance Semirings	2007	PODS	0.00078516827
183	Automatic Database Management System Tuning Through Large-scale Machine Learning	2017	SIGMOD	0.00036859633
1,056	Cosette: An Automated Prover for SQL	2017	CIDR	0.00014391317
2,097	Axiomatic Foundations and Algorithms for Deciding Semantic Equivalences of SQL Queries	2018	VLDB	9.5439744e-05
3,430	Demonstration of the Cosette Automated SQL Prover	2017	SIGMOD	7.0985442e-05
4,676	Automatically Leveraging MapReduce Frameworks for Data-Intensive Applications	2018	SIGMOD	5.9992323e-05
4,982	Interactive Query Synthesis from Input-Output Examples	2017	SIGMOD	5.7817493e-05
5,038	VisualWorldDB: A DBMS for the Visual World	2020	CIDR	5.7376543e-05
5,296	LightDB: A DBMS for Virtual Reality Video	2018	VLDB	5.5776987e-05
5,623	New Directions in Cloud Programming	2021	CIDR	5.4050025e-05
6,831	Keep CALM and CRDT On	2023	VLDB	4.9077892e-05
9,129	Spatialyze: A Geospatial Video Analytics System with Spatial-Aware Optimizations	2024	VLDB	4.3861016e-05
9,416	Leveraging Application Data Constraints to Optimize Database-Backed Web Applications	2023	VLDB	4.3399748e-05
9,818	Generating Application-Specific Data Layouts for In-memory Databases	2019	VLDB	4.2733415e-05
11,546	View-Driven Optimization of Database-Backed Web Applications	2020	CIDR	4.1905499e-05
11,591	Demonstration of Chestnut: An In-memory Data Layout Designer for Database Applications	2020	SIGMOD	4.1905499e-05
11,789	VisualCloud Demonstration: A DBMS for Virtual Reality	2017	SIGMOD	4.1905499e-05
13,270	Demonstration of Apperception: A Database Management System for Geospatial Video Data	2021	VLDB	-
13,343	Optimizing Data-Intensive Applications Automatically By Leveraging Parallel Data Processing Frameworks	2017	SIGMOD	-

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