Author

Yinyu Ye

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Preprint Jul 2026

Online Linear Programming for Multi-Objective Routing in LLM Serving

This work introduces a multi-objective optimization framework that formulates routing as an online linear programming with interpretable decision rewards and applies an efficient bid-price control policy based on the online linear programming that admits requests when their SLO-weighted benefit exceeds their shadow prices.

Zixi Chen, Yinyu Ye, Zijie Zhou · 0 citations