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Introducing Amazon SageMaker HyperPod Inference Gateway

This story is from 2026-09-18. It is preserved in the archive; the latest stories are on the live feed.

Amazon SageMaker HyperPod Inference Gateway is a Kubernetes-native, GPU-aware routing add-on for Amazon EKS. It uses real-time GPU signals to send each inference request to the best-suited pod, cutting first-token latency by up to 82% with no changes to your model servers or client applications.

Read the full story at AWS Machine Learning Blog ↗

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  1. 2026-09-18 13:08 · AWS Machine Learning Blog
    Introducing Amazon SageMaker HyperPod Inference Gateway

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