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Plan archived

Amazon SageMaker HyperPod Inference Gateway GA on EKS

2026-09-25 15:41 UTC · AWS What's New · read the source ↗ #kubernetes#llm-inference#aws
  • Platform/SRE — Plan: A new GA EKS managed add-on that replaces round-robin LB with real-time GPU-signal-aware routing (KV cache, queue depth, LoRA residency) for HyperPod clusters — evaluate adopting this quarter if your team runs SageMaker HyperPod inference workloads on EKS.
  • CI/CD — Skip
  • Leader — Learn: AWS’s inference gateway pattern (single endpoint, multi-model routing, hardware-aware scheduling) signals a maturing managed alternative to self-built vLLM fleet management — worth tracking as it informs the build-vs-buy framing for LLM serving infrastructure.
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