The frugal HPC architect – ensuring effective FinOps for HPC workloads at scale
HPC Blog
The article discusses strategies for managing costs in High Performance Computing (HPC) workloads on AWS, drawing inspiration from "The Frugal Architect" principles.
- Cost optimization can be achieved by reducing unit costs and consumption through various strategies
- Key cost reduction techniques include:
- Using EC2 Spot Instances (up to 90% savings)
- Utilizing Amazon EC2 Savings Plans
- Selecting precise instance types for specific workloads
- Optimizing storage with Amazon S3 and intelligent tiering
- Importance of observability through tools like CloudWatch and AWS Cost Explorer
- Focus on efficiency by maximizing compute time and reducing overhead
- Recommendation to use AWS Graviton instances for potential performance and cost benefits
The article emphasizes that cost should be treated as a non-functional requirement and managed carefully in cloud-based HPC environments.
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