6 days ago

AWS and Nvidia Plan Two Million More AI GPUs

AWS, Nvidia to deploy 2 million additional AI GPUs across data centres by 2028 as AI demand surges · livemint.com

AWS and Nvidia want to add 2 million more AI computer chips to AWS data centres.

The chips are called GPUs and help computers perform difficult AI tasks.

They plan to add them around the world during 2027 and 2028.

AWS says businesses, researchers and governments need more computing power than expected.

The new systems could help with AI agents, scientific work, business automation and robots.

AWS will also offer Nvidia Vera CPUs, which can work with GPUs or operate by themselves.

The companies are developing ways for Nvidia chips and AWS Trainium chips to work together.

They also plan secure AI data centres for the US government.

These centres could contain up to 100,000 Nvidia GPUs for highly protected workloads.

Key facts

Additional GPUs: 2 million Nvidia GPUs planned for AWS data centres in 2027 and 2028.
Earlier AWS target: More than 1 million Nvidia GPUs planned by 2026.
Government infrastructure: Up to 100,000 Nvidia GPUs for secure US government AI data centres.
Security level: The government systems are intended to support workloads requiring Impact Level 6 security or higher.
New CPU infrastructure: AWS is working to bring Nvidia Vera CPU-based infrastructure to its cloud platform.
Partnership scope: The expanded collaboration includes GPUs, CPUs, networking, AI factories, open models and robotics.
Data-processing claim: AWS said Nvidia cuDF can provide up to 3.7-times faster Apache Spark processing than a CPU-based configuration and up to 30% improved price-performance.

livemint.com · 6 days ago