Learning to Optimize LSM-trees: Towards A Reinforcement Learning based Key-Value Store for Dynamic Workloads

Authors

• 1. Dingheng Mo (Nanyang Technological University)
• 2. Fanchao Chen (Fudan University)
• 3. Siqiang Luo (Nanyang Technological University)
• 4. Caihua Shan (Microsoft)

@inproceedings{mo_sigmod23,
        title = {{Learning to Optimize LSM-trees: Towards A Reinforcement Learning based Key-Value Store for Dynamic Workloads}},
        author = {Mo, Dingheng and Chen, Fanchao and Luo, Siqiang and Shan, Caihua},
        series = {{SIGMOD} '23},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3617333},
        url = {https://dl.acm.org/doi/10.1145/3617333},
        year = {2023}
}

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