The Data Civilizer System
Summary: DATA CIVILIZER builds a linkage graph to discover relevant enterprise datasets and join paths, federates execution across heterogeneous stores via a polystore, and integrates cleaning into query processing. Adds a workflow engine for flexible, update-aware pipelines. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Dong Deng (Massachusetts Institute of Technology)
- 2. Raul Castro Fernandez (Massachusetts Institute of Technology)
- 3. Ziawasch Abedjan (Technical University of Berlin)
- 4. Sibo Wang (Nanyang Technological University)
- 5. Michael Stonebraker (Massachusetts Institute of Technology)
- 6. Ahmed Elmagarmid (Hamad Bin Khalifa University; Qatar Computing Research Institute)
- 7. Ihab F. Ilyas (University of Waterloo)
- 8. Samuel Madden (Massachusetts Institute of Technology)
- 9. Mourad Ouzzani (Hamad Bin Khalifa University; Qatar Computing Research Institute)
- 10. Nan Tang (Hamad Bin Khalifa University; Qatar Computing Research Institute)
BibTeX Citation
@inproceedings{deng_cidr17,
address = {Amsterdam, Netherlands},
series = {{CIDR} '17},
title = {{The Data Civilizer System}},
booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
author = {Deng, Dong and Fernandez, Raul Castro and Abedjan, Ziawasch and Wang, Sibo and Stonebraker, Michael and Elmagarmid, Ahmed and Ilyas, Ihab F. and Madden, Samuel and Ouzzani, Mourad and Tang, Nan},
year = {2017}
}Incoming Citations (Sorted by Pagerank)
Showing 6 of 56 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,270 | Weak-to-Strong Prompts with Lightweight-to-Powerful LLMs for High-Accuracy, Low-Cost, and Explainable Data Transformation | 2025 | VLDB | 4.9793485e-05 |
| 11,417 | Buckaroo: A Direct Manipulation Visual Data Wrangler | 2025 | VLDB | 4.9793485e-05 |
| 11,598 | Searching Data Lakes for Nested and Joined Data | 2024 | VLDB | 4.9793485e-05 |
| 11,602 | Hardware-Efficient Data Imputation through DBMS Extensibility | 2024 | VLDB | 4.9793485e-05 |
| 11,850 | SPINE: Scaling up Programming-by-Negative-Example for String Filtering and Transformation | 2022 | SIGMOD | 4.9793485e-05 |
| 12,047 | CAFE: Constraint-Aware Feature Extraction from Large Databases | 2020 | CIDR | 4.9793485e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 13 of 13 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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| 10 | 5,700 | A Demo of the Data Civilizer System | 2017 | SIGMOD |