Tag: cost optimization
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Hacker News: Reducing the cost of a single Google Cloud Dataflow Pipeline by Over 60%
Source URL: https://blog.allegro.tech/2024/06/cost-optimization-data-pipeline-gcp.html Source: Hacker News Title: Reducing the cost of a single Google Cloud Dataflow Pipeline by Over 60% Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses methods for optimizing Google Cloud Platform (GCP) Dataflow pipelines with a focus on cost reductions through effective resource management and configuration enhancements. This…
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Cloud Blog: Powerful infrastructure innovations for your AI-first future
Source URL: https://cloud.google.com/blog/products/compute/trillium-sixth-generation-tpu-is-in-preview/ Source: Cloud Blog Title: Powerful infrastructure innovations for your AI-first future Feedly Summary: The rise of generative AI has ushered in an era of unprecedented innovation, demanding increasingly complex and more powerful AI models. These advanced models necessitate high-performance infrastructure capable of efficiently scaling AI training, tuning, and inferencing workloads while optimizing…
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The Register: OpenAI reportedly asks Broadcom for help with custom inferencing silicon
Source URL: https://www.theregister.com/2024/10/30/openai_broadcom_tsmc_custom_silicon/ Source: The Register Title: OpenAI reportedly asks Broadcom for help with custom inferencing silicon Feedly Summary: Fabbed by TSMC, needed for … it’s a secret OpenAI is reportedly in talks with Broadcom to build a custom inferencing chip.… AI Summary and Description: Yes Summary: OpenAI is in discussions with Broadcom to create…
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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: Understand your Cloud Storage footprint with AI-powered queries and insights
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…
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Hacker News: Launch HN: Outerport (YC S24) – Instant hot-swapping for AI models
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…