Experimental News Clipping Site

Tag: compute resources

  • Cloud Blog: Kubernetes, your AI superpower: How Google Kubernetes Engine powers AI innovation

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    Kurt Seifried
    in

    Source URL: https://cloud.google.com/blog/products/containers-kubernetes/how-gke-powers-ai-innovation/ Source: Cloud Blog Title: Kubernetes, your AI superpower: How Google Kubernetes Engine powers AI innovation Feedly Summary: The age of AI is now. In fact, the global AI infrastructure market is on track to increase to more than $200 billion by 2028.  However, working with massive data, intricate models, and relentless iterations…

  • Cloud Blog: Colossus under the hood: How we deliver SSD performance at HDD prices

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/storage-data-transfer/how-colossus-optimizes-data-placement-for-performance/ Source: Cloud Blog Title: Colossus under the hood: How we deliver SSD performance at HDD prices Feedly Summary: From YouTube and Gmail to BigQuery and Cloud Storage, almost all of Google’s products depend on Colossus, our foundational distributed storage system. As Google’s universal storage platform, Colossus achieves throughput that rivals or exceeds…

  • Cloud Blog: Accelerate AI/ML workloads using Cloud Storage hierarchical namespace

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/storage-data-transfer/cloud-storage-hierarchical-namespace-improves-aiml-checkpointing/ Source: Cloud Blog Title: Accelerate AI/ML workloads using Cloud Storage hierarchical namespace Feedly Summary: As AI and machine learning (ML) workloads continue to grow, the infrastructure supporting them must evolve to meet their unique demands. Here on the Google Cloud Storage team, we’re committed to providing AI/ML practitioners with tools to optimize…

  • Hacker News: AutoHete: An Automatic and Efficient Heterogeneous Training System for LLMs

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    Kurt Seifried
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    Source URL: https://arxiv.org/abs/2503.01890 Source: Hacker News Title: AutoHete: An Automatic and Efficient Heterogeneous Training System for LLMs Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper introduces AutoHete, a groundbreaking training system designed for heterogeneous environments that significantly enhances the training efficiency of large language models (LLMs). It addresses GPU memory limitations and…

  • Cloud Blog: How to calculate your AI costs on Google Cloud

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/topics/cost-management/unlock-the-true-cost-of-enterprise-ai-on-google-cloud/ Source: Cloud Blog Title: How to calculate your AI costs on Google Cloud Feedly Summary: What is the true cost of enterprise AI? As a technology leader and a steward of company resources, understanding these costs isn’t just prudent – it’s essential for sustainable AI adoption. To help, we’ll unveil a comprehensive…

  • Hacker News: Grok 3: Another Win for the Bitter Lesson

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    Kurt Seifried
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    Source URL: https://www.thealgorithmicbridge.com/p/grok-3-another-win-for-the-bitter Source: Hacker News Title: Grok 3: Another Win for the Bitter Lesson Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the advancements of the AI model Grok 3 by xAI and its implications within the context of the scaling laws that dictate AI progress. It highlights the contrasting…

  • Hacker News: Emil’s Story as a Self-Taught AI Researcher (2020)

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    Kurt Seifried
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    Source URL: https://floydhub.ghost.io/emils-story-as-a-self-taught-ai-researcher/ Source: Hacker News Title: Emil’s Story as a Self-Taught AI Researcher (2020) Feedly Summary: Comments AI Summary and Description: Yes Summary: The text details an interview with Emil Wallner, a self-taught AI researcher, shedding light on his unconventional journey in the field of machine learning and the importance of self-education in acquiring…

  • AWS News Blog: DeepSeek-R1 models now available on AWS

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    Kurt Seifried
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    Source URL: https://aws.amazon.com/blogs/aws/deepseek-r1-models-now-available-on-aws/ Source: AWS News Blog Title: DeepSeek-R1 models now available on AWS Feedly Summary: DeepSeek-R1, a powerful large language model featuring reinforcement learning and chain-of-thought capabilities, is now available for deployment via Amazon Bedrock and Amazon SageMaker AI, enabling users to build and scale their generative AI applications with minimal infrastructure investment to…

  • Hacker News: Has DeepSeek improved the Transformer architecture

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    Kurt Seifried
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    Source URL: https://epoch.ai/gradient-updates/how-has-deepseek-improved-the-transformer-architecture Source: Hacker News Title: Has DeepSeek improved the Transformer architecture Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the innovative architectural advancements in DeepSeek v3, a new AI model that boasts state-of-the-art performance with significantly reduced training times and computational demands compared to its predecessor, Llama 3. Key…

  • Hacker News: The impact of competition and DeepSeek on Nvidia

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    Kurt Seifried
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    Source URL: https://youtubetranscriptoptimizer.com/blog/05_the_short_case_for_nvda Source: Hacker News Title: The impact of competition and DeepSeek on Nvidia Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text presents a comprehensive assessment of the current state and future outlook of Nvidia in the AI hardware market, emphasizing their significant market position and potential vulnerabilities from emerging competition…