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Trainium2

Cloud

AWS “Bullish” On Homegrown Trainium AI Accelerators

October 31, 2025 Timothy Prickett Morgan 2

One only need look at the incredible revenues and profits of the datacenter business at Nvidia to know that the world’s biggest compute customers – the hyperscalers, the cloud builders, and now the biggest model builders – need to bend the price/performance curve to boost their own profits. …

Cloud

Sizing Up AWS “Blackwell” GPU Systems Against Prior GPUs And Trainiums

July 10, 2025 Timothy Prickett Morgan 8

This week, Amazon Web Services announced the availability of its first UltraServer pre-configured supercomputers based on Nvidia’s “Grace” CG100 CPUs and its “Blackwell” B200 GPUs in what is called a GB200 NVL72 shared GPU memory configuration. …

AI

Amazon Will Spend Nearly A Year Of AWS Revenue On AI Investments

February 7, 2025 Timothy Prickett Morgan 3

There is a bit of AI spending one-upmanship going on among the hyperscalers and cloud builders – and now the foundation model builders who are partnering with their new sugar daddies to be able to afford to build vast AI accelerator estates to push the state of the art in model capabilities and intelligence. …

Compute

AWS Reaps The Benefits Of The Custom Silicon It Has Sown

December 3, 2024 Timothy Prickett Morgan 3

When the hyperscalers and cloud builders were smaller and the Arm collective had failed to storm the datacenter and AMD was not yet on its path to resurgence, it was Intel that controlled the cadence of new compute engine introductions into the datacenter. …

AI

How AWS Can Undercut Nvidia With Homegrown AI Compute Engines

December 4, 2023 Timothy Prickett Morgan 1

Amazon Web Services may not be the first of the hyperscalers and cloud builders to create its own custom compute engines, but it has been hot on the heels of Google, which started using its homegrown TPU accelerators for AI workloads in 2015. …

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The Next Platform is part of the Situation Publishing family, which includes the enterprise and business technology publication, The Register.

TNP  offers in-depth coverage of high-end computing at large enterprises, supercomputing centers, hyperscale data centers, and public clouds. Read more…

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