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Streamline Complex AI Inference on Kubernetes with NVIDIA Grove
Streamline Complex AI Inference on Kubernetes with NVIDIA Grove
<img alt="" class="webfeedsFeaturedVisual wp-post-image" height="432" src="https://developer-blogs.nvidia.com/wp-content/uploads/2025/10/data-center-768x432-png.webp" style="display: block; margin-bot...
Over the past few years, AI inference has evolved from single-model, single-pod deployments into complex, multicomponent systems. A model deployment may now...Over the past few years, AI inference has evolved from single-model, single-pod deployments into complex, multicomponent systems. A model deployment may now consist of several distinct components—prefill, decode, vision encoders, key value (KV) routers, and more. In addition, entire agentic pipelines are emerging, where multiple such model instances collaborate to perform reasoning, retrieval…
Source: NVIDIA Technical Blog
Word count: 1117 words
Published on 2025-11-10 22:00