Data Migration using Datalog Program Synthesis

Summary: Data migration via Datalog program synthesis: schema mappings encoded as Datalog and synthesized from input-output examples. Cross-type migrations (relational, graph, document); fast synthesis via Datalog semantics; Dynamite, validated on 28 scenarios. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 12024
Venue: VLDB
Year: 2020
Pagerank: 4.9417961e-05
Overall Rank: 6,736 | 53.19%
DOI: 10.14778/3384345.3384350

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
5,554	PATSQL: Efficient Synthesis of SQL Queries from Example Tables with Quick Inference of Projected Columns	2021	VLDB	5.4410603e-05
7,338	Optimizing Recursive Queries with Program Synthesis	2022	SIGMOD	4.7531793e-05
9,019	Data-Driven Insight Synthesis for Multi-Dimensional Data	2024	VLDB	4.4052498e-05
9,749	ReCG: Bottom-Up JSON Schema Discovery Using a Repetitive Cluster-and-Generalize Framework	2024	VLDB	4.2856385e-05

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
174	Schema Mapping as Query Discovery	2000	VLDB	0.00038586435
188	Applying Model Management to Classical Meta Data Problems	2003	CIDR	0.00035935715
207	Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach	2001	SIGMOD	0.00034571837
304	Generic Schema Matching with Cupid	2001	VLDB	0.00028282278
480	Translating Web Data	2002	VLDB	0.00022166928
493	Data Exchange: Getting to the Core	2003	PODS	0.00021782199
620	Schema Mappings, Data Exchange, and Metadata Management	2005	PODS	0.00018983367
1,067	Data-Driven Understanding and Refinement of Schema Mappings	2001	SIGMOD	0.00014320456
1,469	BlinkFill: Semi-supervised Programming By Example for Syntactic String Transformations	2016	VLDB	0.00011831156
1,677	Graceful Database Schema Evolution: the PRISM Workbench	2008	VLDB	0.00010929631
1,821	Synthesizing Entity Matching Rules by Examples	2018	VLDB	0.00010406856
2,081	Sample-Driven Schema Mapping	2012	SIGMOD	9.58883e-05
2,130	Characterizing Schema Mappings via Data Examples	2010	PODS	9.4784293e-05
2,909	Nested Mappings: Schema Mapping Reloaded	2006	VLDB	7.9282234e-05
3,872	Designing and Refining Schema Mappings via Data Examples	2011	SIGMOD	6.6737583e-05
5,097	EIRENE: Interactive Design and Refinement of Schema Mappings via Data Examples	2011	VLDB	5.6943323e-05
5,209	Interactive Mapping Specification with Exemplar Tuples	2017	SIGMOD	5.6245587e-05
5,252	Value Invention in Data Exchange	2013	SIGMOD	5.6002884e-05
7,458	Trinity: An Extensible Synthesis Framework for Data Science	2019	VLDB	4.7200076e-05
8,104	Automated Migration of Hierarchical Data to Relational Tables using Programming-by-Example	2018	VLDB	4.5815095e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
7,435	Schema Mappings for Data Graphs	2017	PODS	4.7265981e-05
11,686	Datalignment: Ontology Schema Alignment Through Datalog Containment	2019	VLDB	4.1905499e-05
289	Declarative Information Extraction Using Datalog with Embedded Extraction Predicates	2007	VLDB	0.00028865317
688	Debugging Schema Mappings with Routes	2006	VLDB	0.00018095639
6,276	Scaling-Up In-Memory Datalog Processing: Observations and Techniques	2019	VLDB	5.1265189e-05
12,759	Bulk Loading Techniques for Object Databases and an Application to Relational Data	1998	VLDB	4.1905499e-05
11,896	Synthesizing Data Programs	2015	CIDR	4.1905499e-05
8,104	Automated Migration of Hierarchical Data to Relational Tables using Programming-by-Example	2018	VLDB	4.5815095e-05
13,700	Efficient development of data migration transformations	2004	SIGMOD	-
1,067	Data-Driven Understanding and Refinement of Schema Mappings	2001	SIGMOD	0.00014320456