@inproceedings{jiang-etal-2026-towards, title = "Towards Efficient Large Language Model Serving: A Survey on System-Aware {KV} Cache Optimization", author = "Jiang, Jiantong and Yang, Peiyu and Zhang, Rui and Liu, Feng", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1916/", pages = "38450--38476", ISBN = "979-8-89176-395-1" }