Design Archives - Page 16 of 21

7 min

Using Vertex AI For Rapid Model Prototyping And Deployment

Bringing AI models to a production environment is one of the biggest challenges of AI practitioners. Much of the discussions in the AI/ML space revolve around model development. As shown…

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7 min

Using VACUUM To Accelerate Transaction ID Freezing In Cloud SQL For PostgreSQL

PostgreSQL uses transaction IDs (TXIDs, XIDs) to implement Multi-Version Concurrency Control semantics (MVCC). The PostgreSQL documentation explains the role of TXIDs as follows: PostgreSQL’s MVCC transaction semantics depend on being…

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3 min

Developing High-Quality ML Solutions

When a deployed ML model produces poor predictions, it can be due to a wide range of problems. It can be the result of bugs that are typical in any…

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2 min

Introducing Google Cloud’s Tomcat Migration Tooling

Apache Tomcat is one of the most commonly used web servers and servlet containers for running Java applications. Many enterprises run production Java web applications on Tomcat servers, running on virtual…

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4 min

Choosing The Right Network Architecture For Your Apigee-Fueled APIs

API gateways are a critical component of a modern architecture. Apigee X is Google Cloud’s API management platform. It also allows users of the legacy Apigee Edge product to leverage…

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3 min

Introducing A Google Cloud Architecture Diagramming Tool

You have a cloud use case… How do you go from idea to implementation? The first step in your implementation journey is the architecture diagram. Having an architecture diagram is…

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14 min

Orchestrating PyTorch ML Workflows On Vertex AI Pipelines

Previously in the PyTorch on Google Cloud series, we trained, tuned and deployed a PyTorch text classification model using Training and Prediction services on Vertex AI. In this post, we…

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8 min

How Healthcare Can Strengthen Its Own Cybersecurity Resilience

With all the crises that have buffeted the healthcare and life sciences industries the past two years, one that often gets overlooked is the unceasing wave of cyberattacks aimed at…

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Design

Using Vertex AI For Rapid Model Prototyping And Deployment

Developing High-Quality ML Solutions

Introducing Google Cloud’s Tomcat Migration Tooling

Choosing The Right Network Architecture For Your Apigee-Fueled APIs

Introducing A Google Cloud Architecture Diagramming Tool

Orchestrating PyTorch ML Workflows On Vertex AI Pipelines

How Healthcare Can Strengthen Its Own Cybersecurity Resilience

Advanced audio dialog and generation with Gemini 2.5

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