Amazon SageMaker HyperPod Inference Gateway for scalable LLM inference
From the source: Amazon Web Services Blog
Amazon SageMaker HyperPod Inference Gateway is a Kubernetes-native, GPU-aware routing system that deploys as a single EKS managed add-on on existing SageMaker HyperPod infrastructure with zero application changes. By replacing unintelligent round-robin load balancing with real-time inference-signal-driven routing, it reduces first-token latency by up to 82% and p99 TTFT reductions of 97-98% in…
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