Cold-RL: Learning Cache Eviction with Offline Reinforcement Learning for NGINX

Aayush Gupta, Arpit Bhayani

Web proxies such as NGINX commonly rely on least-recently-used (LRU) eviction, which is size agnostic and can thrash under periodic bursts and mixed object sizes. We introduce Cold…