AutoComp: Automated Data Compaction for Log-Structured Tables in Data Lakes

Authors

• 1. Anja Gruenheid (Microsoft)
• 2. Jesús Camacho-Rodríguez (Microsoft)
• 3. Carlo Curino (Microsoft)
• 4. Raghu Ramakrishnan (Microsoft)
• 5. Stanislav Pak (LinkedIn)
• 6. Sumedh Sakdeo (LinkedIn)
• 7. Lenisha Gandhi (LinkedIn)
• 8. Sandeep K. Singhal (LinkedIn)
• 9. Pooja Nilangekar (University of Maryland)
• 10. Daniel J. Abadi (University of Maryland)

@inproceedings{gruenheid_sigmod25,
        title = {{AutoComp: Automated Data Compaction for Log-Structured Tables in Data Lakes}},
        author = {Gruenheid, Anja and Camacho-Rodríguez, Jesús and Curino, Carlo and Ramakrishnan, Raghu and Pak, Stanislav and Sakdeo, Sumedh and Gandhi, Lenisha and Singhal, Sandeep K. and Nilangekar, Pooja and Abadi, Daniel J.},
        series = {{SIGMOD} '25},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3722212.3724430},
        url = {https://dl.acm.org/doi/10.1145/3722212.3724430},
        year = {2025}
}

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