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NewsAWS Machine LearningSep 25, 2026

Cross-region training via SageMaker HyperPod and Qumulo

A configuration combining Amazon SageMaker HyperPod with cloud-native Qumulo enables consolidating training compute in one region while keeping datasets in another, with architecture and validation results explained.

Why it mattersSeparating data location from compute resources provides real-world value for regulatory compliance and cost optimization.

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