Flow with FlorDB: Incremental Context Maintenance for the Machine Learning Lifecycle

Authors

• 1. Rolando Garcia (University of California Berkeley)
• 2. Pragya Kallanagoudar (University of California Berkeley)
• 3. Chithra Anand (University of California Berkeley)
• 4. Sarah E. Chasins (University of California Berkeley)
• 5. Joseph M. Hellerstein (University of California Berkeley)
• 6. Erin Michelle Turner Kerrison (University of California Berkeley)
• 7. Aditya G. Parameswaran (University of California Berkeley)

@inproceedings{garcia_cidr25,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '25},
        title = {{Flow with FlorDB: Incremental Context Maintenance for the Machine Learning Lifecycle}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Garcia, Rolando and Kallanagoudar, Pragya and Anand, Chithra and Chasins, Sarah E. and Hellerstein, Joseph M. and Kerrison, Erin Michelle Turner and Parameswaran, Aditya G.},
        year = {2025}
}

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