HPC Ops: DevOps for HPC workloads in the cloud
HPC Blog
This article introduces the concept of "HPC Ops", which combines DevOps practices, Infrastructure as Code (IaC), cloud computing, and CI/CD (continuous integration and continuous deployment) to streamline and automate the lifecycle of HPC applications and workloads.
Specifically, the article covers:
- Overview of the solution architecture using AWS services like ParallelCluster, CloudFormation, CodeCommit, CodePipeline, S3, and Lambda
- Detailed explanation of how the solution works, including the roles of different CloudFormation templates and scripts
- Step-by-step deployment instructions using a provided CloudFormation template
- How to spin up additional clusters for different workloads using the deployed CI/CD pipeline
- Conclusion highlighting the benefits of automation and cloud-based HPC for agility and scalability
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