Article: Disaggregation in Large Language Models: The Next Evolution in AI Infrastructure

2025-09-29 02:00 GMT · 1 year ago aimagpro.com

Large Language Model (LLM) inference faces a fundamental challenge: the same hardware that excels at processing input prompts struggles with generating responses, and vice versa. Disaggregated serving architectures solve this by separating these distinct computational phases, delivering throughput improvements and better resource utilization while reducing costs. By Anat Heilper