Accelerate generative AI inference with NVIDIA Dynamo and Amazon EKS

This article discusses NVIDIA Dynamo, an open-source inference framework designed to optimize performance and scalability for large language models (LLMs) and generative AI applications on Amazon EKS.

• Supports distributed, multi-node inference with low latency
• Disaggregates prefill and decode phases across different GPUs
• Dynamically manages GPU resources using the Dynamo Planner
• Implements Smart Router to minimize KV cache recomputation
• Uses tiered offloading for cost-effective KV cache management
• Provides accelerated data transfer with NVIDIA NIXL library

The solution demonstrates how to deploy NVIDIA Dynamo on Amazon EKS, leveraging features like Karpenter auto-scaling, EFA networking, and AWS service integrations for production-ready generative AI inference.