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AWS Improves Write Performance by 4X With Mistral I/O Profiling

An AWS customer wanted to scale their machine learning (ML) workload to hundreds of thousands of machine instances. Their goal was to download large images, including people and cars, from S3 to EBS storage to process for training a self-driving car. Optimizing and scaling storage usage was key, but a bottleneck was created when writing the images to disc. The AWS team profiled the application using Altair Mistral™ to see how the workflow could be improved, with results that were well worth the effort.

All Altair Mistral Technical Document

Data Discipline: Managing Engineering Data for AI-powered Design

The advancements in the fields of AI and ML, combined with the increased availability of robust simulation, testing, and field data sets has made engineering data science a critical component of the modern product development lifecycle, but in order to extract maximum value from these exciting tools, companies need a plan to store, manage, and utilize their data efficiently. They need data discipline

Technical Document

Altair Mistral – Live HPC System Telemetry and I/O Monitoring

Altair Mistral™ is the leading application monitoring tool for HPC and scientific computing. It’s lightweight enough to run in production but flexible enough to ensure that you get the most from on-premises HPC and have the information to manage your hybrid cloud. It monitors I/O, CPU, and memory, quickly locating rogue jobs and storage bottlenecks and keeping track of what’s running on clusters day-to-day.

Technical Document