DataMingler: A Novel Approach to Data Virtualization

Summary: Data Virtual Machine (DVM): graph-based, agile data abstraction unifying persistent, transient, and derived data into a single view. DataMingler implements DVMs, enabling visual dataframe queries and algebraic evaluation with straightforward cross-model materialization. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6096
Venue: SIGMOD
Year: 2021
Pagerank: -
Overall Rank: 13,441 | 7.79%
DOI: 10.1145/3448016.3452752

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Authors

1. Damianos Chatziantoniou (Athens University of Economics and Business)
2. Verena Kantere (National Technical University of Athens)

BibTeX Citation

@inproceedings{chatziantoniou_sigmod21,
        title = {{DataMingler: A Novel Approach to Data Virtualization}},
        author = {Chatziantoniou, Damianos and Kantere, Verena},
        series = {{SIGMOD} '21},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3448016.3452752},
        url = {https://dl.acm.org/doi/10.1145/3448016.3452752},
        year = {2021}
}

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