inference orchestration

Inference orchestration refers to the management and coordination of AI inference workloads across distributed GPU clusters. Recent discussions on WindowsForum highlight NVIDIA Dynamo 1.0, an open source distributed inference OS designed for AI factories. Dynamo provides traffic-aware routing, intelligent memory management, and GPU-to-storage orchestration to optimize inference at scale. It integrates with TensorRT-LLM and is adopted by cloud providers and enterprise users. This tag covers topics related to deploying, scaling, and managing inference pipelines in multi-GPU environments, with a focus on performance, latency, and resource efficiency.