AWS to add 2 million Nvidia GPUs by 2028 in expanded AI partnership
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Amazon Web Services plans to add two million Nvidia GPUs across its global infrastructure between 2027 and 2028. The expansion follows an earlier commitment exceeding one million chips starting in 2026. The companies also plan to bring new Vera-based CPUs and networking upgrades to Amazon's cloud.
Key Facts
- AWS intends to add two million Nvidia GPUs between 2027 and 2028.
- The expansion follows an earlier pledge to add more than one million chips starting in 2026.
- New Vera-based CPUs will support increasingly demanding AI workloads.
- Amazon's analytics service upgrades using Nvidia's cuDF software promise processing speeds nearing 3.7x faster than standard configurations.
- 100,000 chips are reserved for sensitive government and defense computing needs.
Expanded AI Infrastructure
Amazon Web Services and Nvidia have expanded their long-running partnership to add far more computing power for artificial intelligence workloads. The cloud provider intends to add two million more GPUs across its global infrastructure between 2027 and 2028. This expansion follows an earlier pledge to add more than a million chips starting in 2026, as customer demand outpaced expectations.
Technology and Performance Upgrades
The companies also plan to bring new Vera-based CPUs into Amazon's cloud to support increasingly advanced AI applications. Additional networking upgrades, including extended NVLink Fusion technology paired with custom high-bandwidth memory, aim to boost performance across large computing clusters. Separate upgrades to Amazon's analytics service using Nvidia's cuDF software promise processing speeds nearing 3.7x faster than typical standard configurations. The same upgrades are expected to deliver roughly a 30% improvement in price performance versus setups that rely only on standard chips. Vector search capabilities on Amazon's search service are also improving, with index construction now completing roughly 9x quicker when run on GPUs.
Government and Robotics Applications
Government agencies are also included in the plan, with 100,000 chips reserved for sensitive government and defense computing needs nationwide. Amazon's robotics division is separately working with Nvidia on simulation tools intended to speed up training for next-generation warehouse robots. Matt Garman, CEO of AWS, said customers want freedom to choose the best tools for their AI workloads and confidence that everything works seamlessly together. Jensen Huang, founder and CEO of Nvidia, said demand is running ahead of every forecast and the partnership is expanding across the full stack.
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AWS to add 2 million Nvidia GPUs by 2028 in expanded AI partnership
