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Scaling MoE reinforcement learning on Amazon EKS with EFA and DeepEP with 40% more throughput.

AWS Machine Learning BlogCompany announcement·
AI brief

AWS describes an architecture for scaling Mixture-of-Experts reinforcement learning on Amazon EKS using Elastic Fabric Adapter and DeepEP, plus Amazon S3, reporting 40% more throughput.

Why it matters: It offers a documented way to run large-scale MoE reinforcement learning workloads on AWS infrastructure.

Written by AI from AWS Machine Learning Blog's published text.

Source

“Learn how to scale Mixture-of-Experts (MoE) reinforcement learning on Amazon EKS using Elastic Fabric Adapter (EFA) and DeepEP.”
AWS Machine Learning Blog, 25 Sept 2026, 16:29.

Published by the organisation it describes; treat claims as first-party statements.

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