Cloud Computing

Introducing tiered storage for Spanner

Today, we are excited to announce fully managed tiered storage for Spanner, a new capability that lets you use larger datasets with Spanner by striking the right balance between cost and performance, while minimizing operational overhead through a simple, easy-to-use, interface. Spanner powers mission-critical operational applications at organizations in financial services, retail, gaming, and many […]

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Unraveling Time: A Deep Dive into TTD Instruction Emulation Bugs

Written by: Dhanesh Kizhakkinan, Nino Isakovic Executive Summary This blog post presents an in-depth exploration of Microsoft’s Time Travel Debugging (TTD) framework, a powerful record-and-replay debugging framework for Windows user-mode applications. TTD relies heavily on accurate CPU instruction emulation to faithfully replay program executions. However, subtle inaccuracies within this emulation process can lead to significant

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Training a call center fraud detection model for IVR calls with Amazon SageMaker Canvas

Fraud detection is a critical challenge for call centers, they need to provide a seamless customer experience while protecting the organization from fraudulent activities. Traditionally, call centers have relied on agents to manually screen calls, which can be time-consuming and expensive. Alternatively, companies might force customers to authenticate themselves every time they call, leading to

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Meet Kubernetes History Inspector, a log visualization tool for Kubernetes clusters

Kubernetes, the container orchestration platform, is inherently a complex, distributed system. While it provides resilience and scalability, it can also introduce operational complexities, particularly when troubleshooting. Even with Kubernetes’ self-healing capabilities, identifying the root cause of an issue often requires deep dives into the logs of various independent components. At Google Cloud, our engineers have

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Guide: Our top four AI Hypercomputer use cases, reference architectures and tutorials

AI Hypercomputer is a fully integrated supercomputing architecture for AI workloads – and it’s easier to use than you think. In this blog, we break down four common use cases, including reference architectures and tutorials, representing just a few of the many ways you can use AI Hypercomputer today.  Short on time? Here’s a quick

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Introducing built-in performance monitoring for Vertex AI Model Garden

Today, we’re announcing built-in performance monitoring and alerts for Gemini and other managed foundation models – right from Vertex AI’s homepage. Monitoring the performance of generative AI models is crucial when building lightning-fast, reliable, and scalable applications. But understanding the performance of these models has historically had a steep learning curve: in the past, you

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Introducing built-in performance monitoring for Vertex AI Model Garden

Today, we’re announcing built-in performance monitoring and alerts for Gemini and other managed foundation models – right from Vertex AI’s homepage. Monitoring the performance of generative AI models is crucial when building lightning-fast, reliable, and scalable applications. But understanding the performance of these models has historically had a steep learning curve: in the past, you

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Get Salesforce insights in BigQuery for unified analytics powered by Datastream

Many businesses today use Software-as-a-Service (SaaS) applications, choosing them for their accessibility, scalability, and to reduce infrastructure overhead. These cloud-based tools provide immediate access to powerful functionality, allowing companies to streamline operations and focus on core business activities.  However, as companies grow and their data needs expand, they often find their SaaS data scattered across

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