ReStore: A Reinforcement Learning Approach for Data Migration in Multi-Tiered Storage

Authors

• 1. Tianru Zhang (Uppsala University)
• 2. Tarikul Islam Papon (University of Massachusetts Boston)
• 3. Teona Bagashvili (Boston University)
• 4. Salman Toor (Uppsala University)
• 5. Manos Athanassoulis (Boston University)

@inproceedings{zhang_sigmod26,
        title = {{ReStore: A Reinforcement Learning Approach for Data Migration in Multi-Tiered Storage}},
        author = {Zhang, Tianru and Papon, Tarikul Islam and Bagashvili, Teona and Toor, Salman and Athanassoulis, Manos},
        series = {{SIGMOD} '26},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3802104},
        url = {https://dl.acm.org/doi/10.1145/3802104},
        year = {2026}
}

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