How to Resources

If you are just getting started with AWS Graviton-based instances, or even if you have been using AWS Graviton for some time, below is a list of some of the tech postings from around the AWS community. The list includes blog postings, tech talks and some recent re:Invent sessions as well. It also covers topics including running applications on AWS, AI/ML, cost optimization, sustainability, and HPC.

Recent Events

AWS re:Invent 2023

• CMP404: Migrating to AWS Graviton with AWS container services
• CMP315: Migrating critical business applications to AWS Graviton with ease
• CMP334: The best price performance for your AWS workloads (Graviton4 deep dive)

Development Tools

• Performance Analysis - APerf
• Source Code Analysis - Porting Advisor for Graviton

Building / Running applications on AWS Graviton

• Tech Talk - AWS Graviton and EC2 - a bit of history
• Blog - Multi-Architecture Container Builds with CodeCatalyst
• Tech Talk - Package management with Graviton
• Tech Talk - AMIs for Graviton - Operating systems supporting Graviton, how to make the best choice
• Twitch - How to migrate your first application to Graviton
• Blog - Unlock the power of EC2 Graviton with GitLab CI/CD and EKS Runners
• Twitch - Measuring Performance - How to measure performance on Graviton based instances

Cost Optimization

• Virtual Workshop - Optimizing Cost with AWS Graviton Based Services
• Blog - Optimize AWS costs without architectural changes or engineering overhead
• Tech Talk - Optimize your workloads, no architectural changes needed

Sustainability

• Tech Talk - Building Sustainable Infrastructure with EC2 Graviton
• Tech Talk - How to optimize workloads for sustainability using AWS Graviton-based EC2 instances

Programming Languages

• Rust - Blog - Building Rust Applications For AWS Graviton
• .Net - Blog - .NET Workflows for arm64 with Amazon CodeCatalyst: Part 1
• .Net - Blog - .NET Workflows for arm64 with Amazon CodeCatalyst: Part 2
• Java - Tech Talk - Java on Graviton - How to use Corretto
• Python - Twitch - How to develop and build a python module with native extension for a multi-architecture deployment

HPC

• Blog - Application deep-dive into the AWS Graviton3E-based Amazon EC2 Hpc7g instance

AI/ML

• Blog - Optimized PyTorch 2.0 inference with AWS Graviton processors
• Blog - Reduce Amazon SageMaker inference cost with AWS Graviton
• Tech Talk - Deep Dive: PyTorch 2.0 on AWS Graviton
• Blog - Implementing a Full ML Lifecycle with Anaconda Distribution on AWS Graviton

Porting Advisor for AWS Graviton

• Twitch - Porting Advisor for Graviton
• Blog - Using Porting Advisor for Graviton

Databases

• Blog - Choose AWS Graviton and cloud storage for your Ethereum nodes infrastructure on AWS

Customer Stories

• Datadog - What to know before adopting Arm: Lessons learned at Datadog
• Aerospike - Building real-time applications to utilize AWS Graviton
• Tehama - Tehama leverages Graviton cost efficiency to strengthen business core competency
• Zomato - How Zomato Boosted Performance 25% and Cut Compute Cost 30% Migrating Trino and Druid Workloads to AWS Graviton
• Stripe - AWS Graviton deep dive: The best price performance for AWS workloads
• Snowflake - How Snowflake Optimized its Virtual Warehouses for Sustainability Using AWS Graviton