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Cloud Blog: Save on GPUs: Smarter autoscaling for your GKE inferencing workloads

Oct 23, 2024

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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…

Cloud Blog: Gain control of your Google Cloud costs: Introducing the Cost Attribution Solution

Oct 11, 2024

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Source URL: https://cloud.google.com/blog/topics/cost-management/introducing-the-google-cloud-cost-attribution-solution/ Source: Cloud Blog Title: Gain control of your Google Cloud costs: Introducing the Cost Attribution Solution Feedly Summary: As your Google Cloud usage expands, managing and understanding your cloud costs can become increasingly complex. As you drive adoption of cloud FinOps in your organization, identifying exactly which teams, projects, or services are…

Cloud Blog: Database Center — your AI-powered, unified fleet management solution

Oct 10, 2024

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Source URL: https://cloud.google.com/blog/products/databases/database-center-preview-now-open-to-all-customers/ Source: Cloud Blog Title: Database Center — your AI-powered, unified fleet management solution Feedly Summary: Organizations are grappling with an explosion of operational data spread across an increasingly diverse and complex database landscape. This complexity often results in costly outages, performance bottlenecks, security vulnerabilities, and compliance gaps, hindering their ability to extract…

Cloud Blog: Understand your Cloud Storage footprint with AI-powered queries and insights

Oct 1, 2024

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Source URL: https://cloud.google.com/blog/products/storage-data-transfer/gemini-insights-about-cloud-storage/ Source: Cloud Blog Title: Understand your Cloud Storage footprint with AI-powered queries and insights Feedly Summary: Google Cloud Storage is at the core of many customers’ cloud deployment because of its simplicity, affordability and near-infinite scale. But managing millions or billions of objects across numerous projects and with hundreds of developers can…

Hacker News: Launch HN: Outerport (YC S24) – Instant hot-swapping for AI models

Aug 21, 2024

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Source URL: https://news.ycombinator.com/item?id=41312079 Source: Hacker News Title: Launch HN: Outerport (YC S24) – Instant hot-swapping for AI models Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents Outerport, a specialized distribution network designed to optimize the use of AI model weights and manage GPU resources efficiently. By enabling ‘hot-swapping’ of models, Outerport…

Tag: cost optimization

Cloud Blog: Save on GPUs: Smarter autoscaling for your GKE inferencing workloads

Cloud Blog: Gain control of your Google Cloud costs: Introducing the Cost Attribution Solution

Cloud Blog: Database Center — your AI-powered, unified fleet management solution

Cloud Blog: Understand your Cloud Storage footprint with AI-powered queries and insights

Hacker News: Launch HN: Outerport (YC S24) – Instant hot-swapping for AI models