Cloud Computing

Rapidly evolving generative AI models place unprecedented demands on the performance and efficiency of hardware accelerators. Last month, we launched our sixth-generation Tensor Processing Unit (TPU), Trillium, to address the demands of next-generation models. Trillium is purpose-built for performance at scale, from the chip to the system to our Google data center deployments, to power […]

Getting insights into customer’s preferences and needs is crucial for any modern business — and that’s especially true for a retail bank. Insights from customer data help deliver improved customer experiences through custom tailored products, better services, and higher levels of automation. But to gain these customer insights, you need your input data to be

Have you heard of the monkey and the pedestal? Astro Teller, the head of Google’s X “moonshot factory,” likes to use this metaphor to describe tackling the biggest challenge first, despite being tempted by the endorphin boost of completing more familiar tasks. It’s a challenge startups know well. When you’re re-inventing the industry standard, it’s

At Google Cloud, we’re fortunate to partner with organizations that employ some of the world’s most talented and innovative professionals. Together, we’re reshaping industries, driving customer success, and pushing the boundaries of what’s possible. Our partners are more than collaborators — they’re the change-makers defining the future of business. The Google Cloud Partner All-stars program celebrates these

Leveraging first-party data, and data quality in general, are major priorities for online retailers. While first-party data certainly comes with challenges, it also offers a great opportunity to increase transparency, redefine customer interactions, and create more meaningful user experiences. Here at PUMA, we’re already taking steps to seize the opportunities presented by signal loss as

In August 2024, we announced the first preview of our upcoming version 4 of the AWS SDK for .NET. Since then we have continued making progress and released new previews as we go. At the time of writing this post, the SDK has released preview 4. In this post, we’ll take a look at some

A good strategy for resilience will include operating with high availability and planning for business continuity. It also accounts for the incidence of natural disasters, such as earthquakes or floods and technical failures, such as power failure or network connectivity. AWS recommends a multi-AZ strategy for high availability and a multi-Region strategy for disaster recovery.

ComfyUI is an open-source node-based workflow solution for Stable Diffusion and increasingly being used by many creators. We previously published a blog and solution about how to deploy ComfyUI on AWS. Typically, ComfyUI users use various custom nodes, which extend the capabilities of ComfyUI, to build their own workflows, often using ComfyUI-Manager to conveniently install and manage their