Showing items from hpcblog

Using large-language models for ESG sentiment analysis using Databricks on AWS

ESG is now a boardroom issue. See how Databricks’ AI solution helps understand emissions data and meet new regulations. Read the Post on the AWS Blog Channel

Improve the speed and cost of HPC deployment with Mountpoint for Amazon S3

Don’t sacrifice performance OR ease of use with your HPC storage. Learn how Mountpoint for Amazon S3 combines high throughput and low latency with the simplicity of S3. Read the Post on the AWS Blog Channel

Accelerating agent-based simulation for autonomous driving

AWS is powering the future of self-driving cars. Check out this post to see how high performance computing is transforming agent-based models for the CARLA RAI Challenge. Read the Post on the AWS Blog Channel

Explainable AI using expressive Boolean formulas

ML models driving high-stakes decisions need interpretability. See how the Amazon QSL and Fidelity FCAT developed interpretable models based on Boolean logic. Read the Post on the AWS Blog Channel

How agent-based models powered by HPC are enabling large scale economic simulations

See how agent-based models, driven to scale by HPC in the cloud, are shedding new light on macroprudential policies with this post from Oxford’s Institute for New Economic Thinking. Read the Post on the AWS Blog Channel

Optimizing MMAP workloads on Amazon FSx for Lustre file systems

One of the primary benefits of using memory mapping (MMAP) in applications is saving memory on the client, sharing data amongst multiple threads and processes, and reducing file system impact to the application. Users are constantly looking …

Amazon’s renewable energy forecasting: continuous delivery with Jupyter Notebooks

You might associate the phrase ‘Jupyter Notebooks in production’ with a scrappy startup short on engineers or a hobbyist tinkering in their free time. However, this story unfolds at Amazon, where a team transitioned from requiring software …

Dynamic HPC budget control using a core-limit approach with AWS ParallelCluster

Balancing fixed budgets with fluctuating HPC needs is challenging. Discover a customizable solution for automatically setting weekly resource limits based on previous spending. Read the Post on the AWS Blog Channel