AWS HPC Blog

Category: Compute

Real-time quant trading on AWS

Real-time quant trading on AWS

In this post, we’ll show you an open-source solution for a real-time quant trading system that you can deploy on AWS. We’ll go over the challenges brought on by monitoring portfolios, the solution, and its components. We’ll finish with the installation and configuration process and show you how to use it.

How Amazon’s Search M5 team optimizes compute resources and cost with fair-share scheduling on AWS Batch

How Amazon’s Search M5 team optimizes compute resources and cost with fair-share scheduling on AWS Batch

In this post, we share how Amazon Search optimizes their use of accelerated compute resources using AWS Batch fair-share scheduling to schedule distributed deep learning workloads.

Improving NFL player health using machine learning with AWS Batch

Improving NFL player health using machine learning with AWS Batch

In this post we’ll show you how the NFL used AWS to scale their ML workloads and produce the first comprehensive dataset of helmet impacts across multiple NFL seasons. They were able to reduce manual labor by 90% and the results beats human labelers in accuracy by 12%!