Cloud Computing

ScaNN for AlloyDB: The first PostgreSQL vector search index that works well from millions to billion of vectors

Executive Summary – ScaNN for AlloyDB is the first Postgres-based vector search extension that supports vector indexes of all sizes, while providing fast index builds, fast transactional updates, small memory footprint, and accurate and fast search. Many customers use AlloyDB for PostgreSQL to power sophisticated semantic search and generative AI use cases, performing vector search […]

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5 ways ChromeOS uplevels the experience for Microsoft 365

For businesses to modernize and meet the needs of workers, embracing the web is essential. Forrester’s research confirms this trend, with 78% of IT respondents stating that companies failing to embrace the web will fall behind.1 ChromeOS can be the catalyst for an organization to improve security, IT management, user experience, and reduce IT-related costs

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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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