Demystifying LLM Serving Infrastructure: How PagedAttention and Continuous Batching Scale Inference

Moving a Large Language Model (LLM) from a local prototype in a Jupyter notebook to a high-throughput, multi-tenant production environment is a brutal awakening. While data scientists spend months opt