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Cloud Blog: Scaling high-performance inference cost-effectively

Sep 10, 2025

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Source URL: https://cloud.google.com/blog/products/ai-machine-learning/gke-inference-gateway-and-quickstart-are-ga/ Source: Cloud Blog Title: Scaling high-performance inference cost-effectively Feedly Summary: At Google Cloud Next 2025, we announced new inference capabilities with GKE Inference Gateway, including support for vLLM on TPUs, Ironwood TPUs, and Anywhere Cache. Our inference solution is based on AI Hypercomputer, a system built on our experience running models like…

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: New GKE inference capabilities reduce costs, tail latency and increase throughput

Apr 10, 2025

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Kurt Seifried

in Uncategorized

Source URL: https://cloud.google.com/blog/products/containers-kubernetes/understanding-new-gke-inference-capabilities/ Source: Cloud Blog Title: New GKE inference capabilities reduce costs, tail latency and increase throughput Feedly Summary: When it comes to AI, inference is where today’s generative AI models can solve real-world business problems. Google Kubernetes Engine (GKE) is seeing increasing adoption of gen AI inference. For example, customers like HubX run…

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Cloud Blog: Scaling high-performance inference cost-effectively

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

Cloud Blog: New GKE inference capabilities reduce costs, tail latency and increase throughput