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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
12023
Venue
VLDB
Year
2020
Pagerank
4.937199e-05
Overall Rank
6,758 | 52.99%
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
5,544 PATSQL: Efficient Synthesis of SQL Queries from Example Tables with Quick Inference of Projected Columns 2021 VLDB 5.4462933e-05
7,342 Optimizing Recursive Queries with Program Synthesis 2022 SIGMOD 4.7576316e-05
9,035 Data-Driven Insight Synthesis for Multi-Dimensional Data 2024 VLDB 4.4039656e-05
9,750 ReCG: Bottom-Up JSON Schema Discovery Using a Repetitive Cluster-and-Generalize Framework 2024 VLDB 4.2897489e-05
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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
173 Schema Mapping as Query Discovery 2000 VLDB 0.00038627829
188 Applying Model Management to Classical Meta Data Problems 2003 CIDR 0.00035968389
208 Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach 2001 SIGMOD 0.0003460594
303 Generic Schema Matching with Cupid 2001 VLDB 0.00028301477
480 Translating Web Data 2002 VLDB 0.00022191997
494 Data Exchange: Getting to the Core 2003 PODS 0.00021805832
621 Schema Mappings, Data Exchange, and Metadata Management 2005 PODS 0.00019005115
1,065 Data-Driven Understanding and Refinement of Schema Mappings 2001 SIGMOD 0.00014338146
1,469 BlinkFill: Semi-supervised Programming By Example for Syntactic String Transformations 2016 VLDB 0.00011836053
1,677 Graceful Database Schema Evolution: the PRISM Workbench 2008 VLDB 0.00010939366
1,831 Synthesizing Entity Matching Rules by Examples 2018 VLDB 0.00010384082
2,078 Sample-Driven Schema Mapping 2012 SIGMOD 9.599707e-05
2,124 Characterizing Schema Mappings via Data Examples 2010 PODS 9.4912951e-05
2,904 Nested Mappings: Schema Mapping Reloaded 2006 VLDB 7.9355829e-05
3,866 Designing and Refining Schema Mappings via Data Examples 2011 SIGMOD 6.6837e-05
5,091 EIRENE: Interactive Design and Refinement of Schema Mappings via Data Examples 2011 VLDB 5.7032726e-05
5,208 Interactive Mapping Specification with Exemplar Tuples 2017 SIGMOD 5.6296265e-05
5,249 Value Invention in Data Exchange 2013 SIGMOD 5.6054145e-05
7,458 Trinity: An Extensible Synthesis Framework for Data Science 2019 VLDB 4.7245406e-05
7,463 Automated Migration of Hierarchical Data to Relational Tables using Programming-by-Example 2018 VLDB 4.7232241e-05
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287 Declarative Information Extraction Using Datalog with Embedded Extraction Predicates 2007 VLDB 0.00028971272
689 Debugging Schema Mappings with Routes 2006 VLDB 0.00018111991
6,276 Scaling-Up In-Memory Datalog Processing: Observations and Techniques 2019 VLDB 5.1314426e-05
12,750 Bulk Loading Techniques for Object Databases and an Application to Relational Data 1998 VLDB 4.1945683e-05
11,888 Synthesizing Data Programs 2015 CIDR 4.1945683e-05
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1,065 Data-Driven Understanding and Refinement of Schema Mappings 2001 SIGMOD 0.00014338146