Amazon SageMaker HyperPod now supports Spot Instances
News
This article announces Spot Instance support for Amazon SageMaker HyperPod, enabling significant cost reductions for AI workloads.
- Spot Instances reduce GPU compute costs by up to 90% versus on-demand instances
- Automatically leverages spare EC2 capacity at discounted rates
- Combines Spot with on-demand instances for cost-availability balance
- Integrates with Karpenter for intelligent auto-scaling and interruption handling
- Available on HyperPod EKS clusters across all supported regions
- Supports all instance types including CPUs and GPUs
- Enable via CreateCluster API or AWS Console
SageMaker HyperPod Spot Instances help organizations optimize infrastructure costs while maintaining fault tolerance for large-scale AI workloads.
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