AWS HPC Overview

Select a workshop from the left panel or just click and explore the workshops highlighted below.

This series of workshops is designed to get you familiar with the concepts and best practices to understand AWS components that help to build an HPC cluster and run your HPC workloads on HPC efficiently.

After an optional introduction and setup, you can walk through the following labs:

  • Getting Started in the Cloud helps to familiarize you with the AWS Cloud.

  • AWS ParallelCluster introduces you to running HPC workloads in the cloud.

  • Amazon FSx for Lustre walks you through HPC focused services.

  • AWS Batch teaches to you run a driving simulation with CARLA.

  • Distributed ML explores how to leverage cloud HPC infrastructure to run data parallel training at scale.

We recommend you take these labs in the order presented as some dependencies exists between them, but feel free to change the order based on your comfort level.