MCTuner: Spatial Decomposition-Enhanced Database Tuning via LLM-Guided Exploration

Authors

• 1. Zihan Yan (University of Electronic Science and Technology of China)
• 2. Rui Xi (University of Electronic Science and Technology of China)
• 3. Mengshu Hou (University of Electronic Science and Technology of China)

@inproceedings{yan_sigmod26,
        title = {{MCTuner: Spatial Decomposition-Enhanced Database Tuning via LLM-Guided Exploration}},
        author = {Yan, Zihan and Xi, Rui and Hou, Mengshu},
        series = {{SIGMOD} '26},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3769807},
        url = {https://dl.acm.org/doi/10.1145/3769807},
        year = {2026}
}

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