Tag: Google Kubernetes Engine
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Cloud Blog: Save on GPUs: Smarter autoscaling for your GKE inferencing workloads
Source URL: https://cloud.google.com/blog/products/containers-kubernetes/tuning-the-gke-hpa-to-run-inference-on-gpus/ Source: Cloud Blog Title: Save on GPUs: Smarter autoscaling for your GKE inferencing workloads Feedly Summary: While LLM models deliver immense value for an increasing number of use cases, running LLM inference workloads can be costly. If you’re taking advantage of the latest open models and infrastructure, autoscaling can help you optimize…
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Cloud Blog: How to benchmark application performance from the user’s perspective
Source URL: https://cloud.google.com/blog/products/containers-kubernetes/benchmarking-how-end-users-perceive-an-applications-performance/ Source: Cloud Blog Title: How to benchmark application performance from the user’s perspective Feedly Summary: What kind of performance does your application have, and how do you know? More to the point, what kind of performance do your end users think your application has? In this era of rapid growth and unpredictable…
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Cloud Blog: Founders share five takeaways from the Google Cloud Startup Summit
Source URL: https://cloud.google.com/blog/topics/startups/founders-share-five-takeaways-from-the-google-cloud-startup-summit/ Source: Cloud Blog Title: Founders share five takeaways from the Google Cloud Startup Summit Feedly Summary: We recently hosted our annual Google Cloud Startup Summit, and we were thrilled to showcase a wide range of AI startups leveraging Google Cloud, including Higgsfield AI, Click Therapeutics, Baseten, LiveX AI, Reve AI, and Vellum.…
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Cloud Blog: GKE and the dreaded IP_SPACE_EXHAUSTED error: Understanding the culprit
Source URL: https://cloud.google.com/blog/products/containers-kubernetes/avoiding-the-gke-ip_space_exhausted-error/ Source: Cloud Blog Title: GKE and the dreaded IP_SPACE_EXHAUSTED error: Understanding the culprit Feedly Summary: If you leverage Google Kubernetes Engine (GKE) within your Google Cloud environment, you’ve likely encountered the confidence-shattering “IP_SPACE_EXHAUSTED” error. It’s a common scenario: you’re convinced your IP address planning is flawless, your subnet design is future-proof, and…
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Cloud Blog: Accelerate Ray in production with new Ray Operator on GKE
Source URL: https://cloud.google.com/blog/products/ai-machine-learning/accelerate-ray-in-production-with-ray-operator-on-gke/ Source: Cloud Blog Title: Accelerate Ray in production with new Ray Operator on GKE Feedly Summary: The AI field is constantly evolving. With recent advancements in generative AI in particular, models are larger and more complex, pushing organizations to distribute tasks efficiently across more machines. One powerful approach is to run ray.io,…
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Cloud Blog: C4 VMs now GA: Unmatched performance and control for your enterprise workloads
Source URL: https://cloud.google.com/blog/products/compute/c4-machine-series-is-now-ga/ Source: Cloud Blog Title: C4 VMs now GA: Unmatched performance and control for your enterprise workloads Feedly Summary: Today, we’re excited to announce the general availability of the C4 machine series, the most performant general-purpose VM for Compute Engine and Google Kubernetes Engine (GKE) customers. C4 VMs are engineered from the ground…