AWS HPC Blog
Category: AWS Batch
Harnessing the power of agent-based modeling for equity market simulation and strategy testing
Financial professionals: Simulate realistic market conditions with Simudyne’s agent-based modeling on AWS and Red Hat OpenShift. Learn how HKEX leverages these insights.
Recent improvement to Open MPI AllReduce and the impact to application performance
Our team engineered some Open MPI optimizations for EFA to enhance performance of HPC codes running in the cloud. By improving MPI_AllReduce they improved scaling – matching commercial MPIs. Tests show gains for apps including Code Saturne and OpenFOAM on both Arm64 and x86 instances. Check out how these tweaks can speed up your HPC workloads in the cloud.
AWS Batch enables near-real-time energy production forecasts using NVIDIA Earth-2
Using AWS Batch and NVIDIA Earth-2, we built a scalable workflow that explores millions of scenarios at a fraction of the cost of traditional methods. This innovative approach not only provides rapid energy calculations, but also shows the potential of AI-driven meteorology.
Harnessing the power of large language models for agent-based model development
Want to build agent-based models without deep expertise? Our latest blog post explores using Claude 3 Sonnet to tap into knowledge and accelerate ABM development.
Whisper audio transcription powered by AWS Batch and AWS Inferentia
Transcribe audio files at scale for really low cost using Whisper and AWS Batch with Inferentia. Check out this post to deploy a cost-effective solution in minutes!
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.
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.
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.
Simulating autonomous mining operations using Robotec.ai on AWS
Big changes are underway in mining – see how the Boliden Group simulates fleets of autonomous trucks using AWS Batch – for safety and efficiency.