model serving – Experimental News Clipping Site

Cloud Blog: Start and scale your apps faster with improved container image streaming in GKE

Aug 13, 2025

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Source URL: https://cloud.google.com/blog/products/containers-kubernetes/improving-gke-container-image-streaming-for-faster-app-startup/ Source: Cloud Blog Title: Start and scale your apps faster with improved container image streaming in GKE Feedly Summary: In today’s fast-paced cloud-native world, the speed at which your applications can start and scale is paramount. Faster pod startup times mean quicker responses to user demand, more efficient resource utilization, and a…

Cloud Blog: Your guide to taking an open model from discovery to a production-ready endpoint on Vertex AI

Jul 25, 2025

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Kurt Seifried

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Source URL: https://cloud.google.com/blog/products/ai-machine-learning/take-an-open-model-from-discovery-to-endpoint-on-vertex-ai/ Source: Cloud Blog Title: Your guide to taking an open model from discovery to a production-ready endpoint on Vertex AI Feedly Summary: Developers building with gen AI are increasingly drawn to open models for their power and flexibility. But customizing and deploying them can be a huge challenge. You’re often left wrestling…

Cloud Blog: Implementing High-Performance LLM Serving on GKE: An Inference Gateway Walkthrough

Jul 16, 2025

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Kurt Seifried

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Source URL: https://cloud.google.com/blog/topics/developers-practitioners/implementing-high-performance-llm-serving-on-gke-an-inference-gateway-walkthrough/ Source: Cloud Blog Title: Implementing High-Performance LLM Serving on GKE: An Inference Gateway Walkthrough Feedly Summary: The excitement around open Large Language Models like Gemma, Llama, Mistral, and Qwen is evident, but developers quickly hit a wall. How do you deploy them effectively at scale? Traditional load balancing algorithms fall short, as…

Cloud Blog: Accelerate your gen AI: Deploy Llama4 & DeepSeek on AI Hypercomputer with new recipes

Jun 6, 2025

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Kurt Seifried

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Source URL: https://cloud.google.com/blog/products/ai-machine-learning/deploying-llama4-and-deepseek-on-ai-hypercomputer/ Source: Cloud Blog Title: Accelerate your gen AI: Deploy Llama4 & DeepSeek on AI Hypercomputer with new recipes Feedly Summary: The pace of innovation in open-source AI is breathtaking, with models like Meta’s Llama4 and DeepSeek AI’s DeepSeek. However, deploying and optimizing large, powerful models can be complex and resource-intensive. Developers and…

The Register: A closer look at Dynamo, Nvidia’s ‘operating system’ for AI inference

Mar 23, 2025

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Kurt Seifried

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Source URL: https://www.theregister.com/2025/03/23/nvidia_dynamo/ Source: The Register Title: A closer look at Dynamo, Nvidia’s ‘operating system’ for AI inference Feedly Summary: GPU goliath claims tech can boost throughput by 2x for Hopper, up to 30x for Blackwell GTC Nvidia’s Blackwell Ultra and upcoming Vera and Rubin CPUs and GPUs dominated the conversation at the corp’s GPU…

Cloud Blog: Accelerate AI/ML workloads using Cloud Storage hierarchical namespace

Mar 17, 2025

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Kurt Seifried

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Source URL: https://cloud.google.com/blog/products/storage-data-transfer/cloud-storage-hierarchical-namespace-improves-aiml-checkpointing/ Source: Cloud Blog Title: Accelerate AI/ML workloads using Cloud Storage hierarchical namespace Feedly Summary: As AI and machine learning (ML) workloads continue to grow, the infrastructure supporting them must evolve to meet their unique demands. Here on the Google Cloud Storage team, we’re committed to providing AI/ML practitioners with tools to optimize…

Cloud Blog: Announcing Gemma 3 on Vertex AI

Mar 12, 2025

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Kurt Seifried

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Source URL: https://cloud.google.com/blog/products/ai-machine-learning/announcing-gemma-3-on-vertex-ai/ Source: Cloud Blog Title: Announcing Gemma 3 on Vertex AI Feedly Summary: Today, we’re sharing the new Gemma 3 model is available on Vertex AI Model Garden, giving you immediate access for fine-tuning and deployment. You can quickly adapt Gemma 3 to your use case using Vertex AI’s pre-built containers and deployment…

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

Mar 7, 2025

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Kurt Seifried

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Source URL: https://cloud.google.com/blog/products/ai-machine-learning/ai-hypercomputer-4-use-cases-tutorials-and-guides/ Source: Cloud Blog Title: Guide: Our top four AI Hypercomputer use cases, reference architectures and tutorials Feedly Summary: 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…

Cloud Blog: How to calculate your AI costs on Google Cloud

Mar 3, 2025

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Kurt Seifried

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Source URL: https://cloud.google.com/blog/topics/cost-management/unlock-the-true-cost-of-enterprise-ai-on-google-cloud/ Source: Cloud Blog Title: How to calculate your AI costs on Google Cloud Feedly Summary: What is the true cost of enterprise AI? As a technology leader and a steward of company resources, understanding these costs isn’t just prudent – it’s essential for sustainable AI adoption. To help, we’ll unveil a comprehensive…

Cloud Blog: Transforming data: How Vodafone Italy modernized its data architecture in the cloud

Feb 26, 2025

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Kurt Seifried

in Uncategorized

Source URL: https://cloud.google.com/blog/topics/telecommunications/vodafone-italy-modernizes-with-amdocs-and-google-cloud/ Source: Cloud Blog Title: Transforming data: How Vodafone Italy modernized its data architecture in the cloud Feedly Summary: Vodafone Italy is reshaping its operations by building a modernized, AI-ready data architecture on Google Cloud, designed to enhance process efficiency, scalability, and real-time data processing. This transformation, powered by Vodafone Italy’s cloud-based platform…

Tag: model serving