Tag: performance requirements
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Cloud Blog: 5 best practices for Managed Lustre on Google Kubernetes Engine
Source URL: https://cloud.google.com/blog/products/containers-kubernetes/gke-managed-lustre-csi-driver-for-aiml-and-hpc-workloads/ Source: Cloud Blog Title: 5 best practices for Managed Lustre on Google Kubernetes Engine Feedly Summary: Google Kubernetes Engine (GKE) is a powerful platform for orchestrating scalable AI and high-performance computing (HPC) workloads. But as clusters grow and jobs become more data-intensive, storage I/O can become a bottleneck. Your powerful GPUs and…
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Cloud Blog: BigQuery under the hood: The power of the Column Metadata index aka CMETA
Source URL: https://cloud.google.com/blog/products/data-analytics/understanding-the-bigquery–column-metadata-cmeta-index/ Source: Cloud Blog Title: BigQuery under the hood: The power of the Column Metadata index aka CMETA Feedly Summary: While petabyte-scale data warehouses are becoming more common, getting the performance you need without escalating costs and effort remain key challenges, even in a modern cloud data warehouse. While many data warehouse platform…
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Cloud Blog: Run Gemini anywhere, including on-premises, with Google Distributed Cloud
Source URL: https://cloud.google.com/blog/topics/hybrid-cloud/gemini-is-now-available-anywhere/ Source: Cloud Blog Title: Run Gemini anywhere, including on-premises, with Google Distributed Cloud Feedly Summary: Earlier this year, we announced our commitment to bring Gemini to on-premises environments with Google Distributed Cloud (GDC). Today, we are excited to announce that Gemini on GDC is now available to customers. For years, enterprises and…
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Cloud Blog: vLLM Performance Tuning: The Ultimate Guide to xPU Inference Configuration
Source URL: https://cloud.google.com/blog/topics/developers-practitioners/vllm-performance-tuning-the-ultimate-guide-to-xpu-inference-configuration/ Source: Cloud Blog Title: vLLM Performance Tuning: The Ultimate Guide to xPU Inference Configuration Feedly Summary: Additional contributors include Hossein Sarshar, Ashish Narasimham, and Chenyang Li. Large Language Models (LLMs) are revolutionizing how we interact with technology, but serving these powerful models efficiently can be a challenge. vLLM has rapidly become…
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Cloud Blog: Scalable AI starts with storage: Guide to model artifact strategies
Source URL: https://cloud.google.com/blog/topics/developers-practitioners/scalable-ai-starts-with-storage-guide-to-model-artifact-strategies/ Source: Cloud Blog Title: Scalable AI starts with storage: Guide to model artifact strategies Feedly Summary: Managing large model artifacts is a common bottleneck in MLOps. Baking models into container images leads to slow, monolithic deployments, and downloading them at startup introduces significant delays. This guide explores a better way: decoupling your…
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Simon Willison’s Weblog: Claude Opus 4.1
Source URL: https://simonwillison.net/2025/Aug/5/claude-opus-41/ Source: Simon Willison’s Weblog Title: Claude Opus 4.1 Feedly Summary: Claude Opus 4.1 Surprise new model from Anthropic today – Claude Opus 4.1, which they describe as “a drop-in replacement for Opus 4". My favorite thing about this model is the version number – treating this as a .1 version increment looks…
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AWS News Blog: Introducing Amazon Bedrock AgentCore: Securely deploy and operate AI agents at any scale (preview)
Source URL: https://aws.amazon.com/blogs/aws/introducing-amazon-bedrock-agentcore-securely-deploy-and-operate-ai-agents-at-any-scale/ Source: AWS News Blog Title: Introducing Amazon Bedrock AgentCore: Securely deploy and operate AI agents at any scale (preview) Feedly Summary: Amazon Bedrock AgentCore enables rapid deployment and scaling of AI agents with enterprise-grade security. It provides memory management, identity controls, and tool integration—streamlining development while working with any open-source framework and…
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Cloud Blog: Expanding Z3 family with 9 new VMs and a bare metal instance for storage and I/O intensive workloads
Source URL: https://cloud.google.com/blog/products/compute/expanded-z3-vm-portfolio-for-io-intensive-workloads/ Source: Cloud Blog Title: Expanding Z3 family with 9 new VMs and a bare metal instance for storage and I/O intensive workloads Feedly Summary: Today, we are thrilled to announce the expansion of the Z3 Storage Optimized VM family with the general availability of nine new Z3 virtual machines that offer local…
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The Register: The network is indeed trying to become the computer
Source URL: https://www.theregister.com/2025/06/27/analysis_network_computing/ Source: The Register Title: The network is indeed trying to become the computer Feedly Summary: Masked networking costs are coming to AI systems Analysis Moore’s Law has run out of gas and AI workloads need massive amounts of parallel compute and high bandwidth memory right next to it – both of which…
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Cloud Blog: C4D now GA: up to 80% higher performance for your business critical workloads
Source URL: https://cloud.google.com/blog/products/compute/c4d-vms-unparalleled-performance-for-business-workloads/ Source: Cloud Blog Title: C4D now GA: up to 80% higher performance for your business critical workloads Feedly Summary: We’re excited to announce the general availability of our next-generation C4D virtual machine family. Powered by 5th Gen AMD EPYC processors (Turin) paired with Google Titanium’s latest advancements, C4D provides customers with meaningful…