AWS HPC Blog
Category: High Performance Computing
How Amazon optimizes their supply chain with help from AWS Batch
This post was contributed by Michael Stalcup, Software Development Engineer at Amazon, and Angel Pizarro, Principal Developer Advocate at AWS. Amazon’s retail business, with its millions of products coming from hundreds of thousands of sellers, is in a constant state of optimization. It’s no surprise that there is team whose core mission is to provide […]
Large scale, cost effective GROMACS simulations using the Cyclone Solution from AWS
Proteins hold the secrets of life, if only we can study them in sufficient detail. Learn how a team at Max Planck leveraged AWS Spot Instances with Cyclone to run massive GROMACS simulations and push the boundaries of biophysics.
Using the MAQAO framework to analyze application performance across instances
Choosing the right AWS instance type can be tricky. We’ll show you how to inspect & tune app performance across architectures using MAQAO framework & a molecular dynamics app as an example. Read our new blog for optimization tips!
HPC Ops: DevOps for HPC workloads in the cloud
Interested in boosting productivity for HPC users and admins? Read this post to learn how HPC Ops (infrastructure as code + CI/CD) delivers faster, more consistent infrastructure deployments and pain free experiences for your users.
Guided multi-objective generative AI for drug design
Transforming computer-aided drug design: see how SandboxAQ leverages AWS and generative AI to explore chemical space, more intelligently generating drug candidates.
Deploying generative AI applications with NVIDIA NIMs on Amazon EKS
Learn how to deploy AI models at scale with @AWS using NVIDIA’s NIM and Amazon EKS! This step-by-step guide shows you how to create a GPU cluster for inference. Don’t miss part 1 of this 2-part blog series!
Implementing e-mail and SMS notifications in AWS ParallelCluster with Slurm
Learn how to configure email and SMS alerts for job events to stay on top of your HPC workloads with AWS ParallelCluster using Slurm.
Gang scheduling pods on Amazon EKS using AWS Batch multi-node processing jobs
AWS Batch multi-node parallel jobs can now run on Amazon EKS to provide gang scheduling of pods across nodes for large scale distributed computing like ML model training. More details here.
Running FSI workloads on AWS with YellowDog
Financial services firms: we stress-tested YellowDog’s HPC environment to see if it could handle a 10m task batch at 3,000 tasks per second. Check out the results.
Improve HPC workloads on AWS for environmental sustainability
Need to cut your carbon footprint without sacrificing productivity? Migrating HPC workloads to the cloud allowed Baker Hughes to reduce emissions by 99%! Get tips for optimizing compute, storage, networking so you can do better.