@article{continuumefficientandrobustmultiturnllma, title = {Continuum: Efficient and Robust Multi-Turn LLM Agent Scheduling with KV Cache Time-to-Live}, author = {Hanchen Li and Runyuan He and Qiuyang Mang and Qizheng Zhang and Huanzhi Mao and Xiaokun Chen and Hangrui Zhou and Alvin Cheung and Joseph Gonzalez and Ion Stoica}, year = {2025}, eprint = {2511.02230}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.02230}, }