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The VADA Architecture for Cost-Effective Data Wrangling

Summary: VADA is an extensible data-wrangling architecture that orchestrates extraction, cleaning, and integration via components guided by domain data. It enables feedback-driven refinement and user-priority tradeoffs, delivering results with less config. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5426
Venue
SIGMOD
Year
2017
Pagerank
5.6638209e-05
Overall Rank
7,245 | 50.30%
DOI
10.1145/3035918.3058730

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{konstantinou_sigmod17,
        title = {{The VADA Architecture for Cost-Effective Data Wrangling}},
        author = {Konstantinou, Nikolaos and Koehler, Martin and Abel, Edward and Civili, Cristina and Neumayr, Bernd and Sallinger, Emanuel and Fernandes, Alvaro A.A. and Gottlob, Georg and Keane, John A. and Libkin, Leonid and Paton, Norman W.},
        series = {{SIGMOD} '17},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3035918.3058730},
        url = {https://dl.acm.org/doi/10.1145/3035918.3058730},
        year = {2017}
}

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank Citing Paper Year Venue Pagerank
8,050 Capturing and Querying Fine-grained Provenance of Preprocessing Pipelines in Data Science 2021 VLDB 5.5000099e-05
9,790 Meta-Mappings for Schema Mapping Reuse 2019 VLDB 5.220833e-05
9,850 Materializing Knowledge Bases via Trigger Graphs 2021 VLDB 5.2094004e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

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

Rank Cited Paper Year Venue Pagerank
963 The Data Civilizer System 2017 CIDR 0.00012935145
1,159 Relational Transducers for Electronic Commerce 1998 PODS 0.00011898742
1,947 Data Wrangling: The Challenging Journey from the Wild to the Lake 2015 CIDR 9.4326202e-05
2,913 Constance: An Intelligent Data Lake System 2016 SIGMOD 7.9684737e-05
4,201 CLAMS: Bringing Quality to Data Lakes 2016 SIGMOD 6.8355878e-05
4,546 DataXFormer: An Interactive Data Transformation Tool 2015 SIGMOD 6.6374215e-05
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