An Inquiry into Machine Learning-based Automatic Configuration Tuning Services on Real-World Database Management Systems

Authors

• 1. Dana Van Aken (Carnegie Mellon University; OtterTune)
• 2. Dongsheng Yang (Princeton University)
• 3. Sebastien Brillard (Société Générale)
• 4. Ari Fiorino (OtterTune)
• 5. Bohan Zhang (Carnegie Mellon University)
• 6. Christian Bilien (OtterTune)
• 7. Andrew Pavlo (Carnegie Mellon University)

@article{aken_vldb21,
        title = {{An Inquiry into Machine Learning-based Automatic Configuration Tuning Services on Real-World Database Management Systems}},
        author = {Van Aken, Dana and Yang, Dongsheng and Brillard, Sebastien and Fiorino, Ari and Zhang, Bohan and Bilien, Christian and Pavlo, Andrew},
        journal = {PVLDB},
        series = {{VLDB} '21},
        volume = {14},
        number = {7},
        pages = {1241--1253},
        doi = {10.14778/3450980.3450992},
        url = {https://doi.org/10.14778/3450980.3450992},
        year = {2021}
}

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