@article{positionllmservingneedsmathematicaloptim,
  title = {Position: LLM Serving Needs Mathematical Optimization and Algorithmic Foundations, Not Just Heuristics},
  author = {Zijie Zhou},
  year = {2026},
  eprint = {2605.01280},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.01280},
}