OctoSelector: Efficient and Effective Batch-Aware Model Selection for Large Language Models

Authors

• 1. GuangXue Zhang (University of California Irvine)
• 2. Yiming Lin (University of California Berkeley)
• 3. Sharad Mehrotra (University of California Irvine)

@inproceedings{zhang_sigmod26,
        title = {{OctoSelector: Efficient and Effective Batch-Aware Model Selection for Large Language Models}},
        author = {Zhang, GuangXue and Lin, Yiming and Mehrotra, Sharad},
        series = {{SIGMOD} '26},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3802095},
        url = {https://dl.acm.org/doi/10.1145/3802095},
        year = {2026}
}

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