Cloud Computing

8 steps to ensuring a smooth Spanner go-live

As a developer, there’s a lot to think about when you’re getting ready to launch an application. There’s the availability of the underlying database, of course, which stores application state, and determines how fast and you can recover if your application or web servers go down. Thankfully, if you’re running on Spanner, its 99.999% availability […]

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Optimizing image generation pipelines on Google Cloud: A practical guide

Generative AI diffusion models such as Stable Diffusion and Flux produce stunning visuals, empowering creators across various verticals with impressive image generation capabilities. However, generating high-quality images through sophisticated pipelines can be computationally demanding, even with powerful hardware like GPUs and TPUs, impacting both costs and time-to-result. The key challenge lies in optimizing the entire

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Introducing Cloud DNS public IP health checks, for more resilient multicloud deployments

Organizations use multiple clouds to gain agility, use resources more efficiently, and leverage the strengths of different cloud providers. However, managing application traffic across these environments is challenging. To support predictable services, organizations need a system that intelligently selects the optimal backend for each request. The selection takes into account both the real-time health of

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An SRE’s guide to optimizing ML systems with MLOps pipelines

Picture this: you’re an Site Reliability Engineer (SRE) responsible for the systems that power your company’s machine learning (ML) services. What do you do to ensure you have a reliable ML service, how do you know you’re doing it well, and how can you build strong systems to support these services?  As artificial intelligence (AI)

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Unlock Inference-as-a-Service with Cloud Run and Vertex AI

It’s no secret that large language models (LLMs) and generative AI have become a key part of the application landscape. But most foundational LLMs are consumed as a service, meaning they’re hosted and served by a third party and accessed via APIs. Ultimately, this reliance on external APIs creates bottlenecks for developers. There are many

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Announcing quantum-safe digital signatures in Cloud KMS

The continued advancement of experimental quantum computing has raised concerns about the security of many of the world’s widely-used public-key cryptography systems. Crucially, there exists the potential for sufficiently large, cryptographically-relevant quantum computers to break these algorithms. This potential highlights the need for developers to build and implement quantum-resistant cryptography now. Fortunately, post-quantum cryptography (PQC)

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Taking Flight: How the RAF Air Cadets bridged the digital divide with ChromeOS Flex

Editor’s Note: Today’s post is by Dr. Jill Matterface, Education and Training Specialist for the Royal Air Force. Early on in her career with the Royal Air Force Air Cadets, Dr. Jill Matterface, Education and Training Specialist for the RAF, discovered that 27% of cadets come from disadvantaged areas in the UK. These cadets, and

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How to reduce costs with Managed Service for Apache Kafka: CUDs, compression and more

Running and managing Apache Kafka clusters can be costly as your business and streaming workloads grow. Today, we’re announcing the general availability of Managed Service for Apache Kafka committed use discounts (CUDs), which let you save up to 40% on compute costs. Read more to learn how to save money with CUDs and other cost

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