Does AI Inference Need More Storage Than Training? Breaking Down Server Memory and Data Retention Demand
AI inference does not necessarily require more raw data than training, but it creates more persistent demand for server memory, KV cache, RAG databases, log retention, SSD/HDD tiering, and cold-data archiving. This guide breaks down the storage differences between AI training and inference, helping you understand AI server demand and the storage supply chain.