@article{hybridserveefficientservingoflargeai, title = {HybridServe: Efficient Serving of Large AI Models with Confidence-Based Cascade Routing}, author = {Leyang Xue and Yao Fu and Luo Mai and Mahesh K. Marina}, year = {2025}, eprint = {2505.12566}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.12566v1}, }