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Reduce ML training costs with Amazon SageMaker HyperPod - AWS

Retrieved on: 2025-04-10 20:23:37

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Summary

The article discusses the complexities of cloud computing in large-scale model training on Amazon EC2, focusing on hardware failure rates and reliability measures like MTBF. SageMaker HyperPod improves cluster resilience, minimizing downtime and cost, aligning with tags such as cloud infrastructure and reliability engineering.

Article found on: aws.amazon.com

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