Tag: optimization

  • Hacker News: What’s new with Robinhood, our in-house load balancing service

    Source URL: https://dropbox.tech/infrastructure/robinhood-in-house-load-balancing-service Source: Hacker News Title: What’s new with Robinhood, our in-house load balancing service Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the development and implementation of “Robinhood,” Dropbox’s internal load balancing service that efficiently manages traffic across servers to improve infrastructure reliability and reduce hardware costs. It highlights…

  • The Register: Meta spruiks benefits of open sourcing Llama models – to its own bottom line

    Source URL: https://www.theregister.com/2024/10/31/meta_q3_2024/ Source: The Register Title: Meta spruiks benefits of open sourcing Llama models – to its own bottom line Feedly Summary: It’s not like Zuck needs the coin despite increased infrastructure spend, headcount, losses on VR Meta boss Mark Zuckerberg has told investors that open sourcing its Llama AI models is not entirely…

  • Simon Willison’s Weblog: Creating a LLM-as-a-Judge that drives business results

    Source URL: https://simonwillison.net/2024/Oct/30/llm-as-a-judge/#atom-everything Source: Simon Willison’s Weblog Title: Creating a LLM-as-a-Judge that drives business results Feedly Summary: Creating a LLM-as-a-Judge that drives business results Hamel Husain’s sequel to Your AI product needs evals. This is packed with hard-won actionable advice. Hamel warns against using scores on a 1-5 scale, instead promoting an alternative he calls…

  • The Register: Cloud repatriation officially a trend… for specific workloads

    Source URL: https://www.theregister.com/2024/10/30/cloud_repatriation_about_specific_workloads/ Source: The Register Title: Cloud repatriation officially a trend… for specific workloads Feedly Summary: It’s not a mass exodus, say analysts, but biz bods are bringing things down to earth The reality of the cloud market is that many organizations find it doesn’t live up to their expectations, leading to a growing…

  • Cloud Blog: C4A VMs now GA: Our first custom Arm-based Axion CPU

    Source URL: https://cloud.google.com/blog/products/compute/try-c4a-the-first-google-axion-processor/ Source: Cloud Blog Title: C4A VMs now GA: Our first custom Arm-based Axion CPU Feedly Summary: At Google Next ‘24, we announced Google Axion Processors, our first custom Arm®-based CPUs designed for the data center. Today, we’re thrilled to announce the general availability of C4A virtual machines, the first Axion-based VM series,…

  • 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…

  • Hacker News: AI Flame Graphs

    Source URL: https://www.brendangregg.com/blog//2024-10-29/ai-flame-graphs.html Source: Hacker News Title: AI Flame Graphs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses Intel’s development of a tool called AI Flame Graphs, designed to optimize AI workloads by profiling resource utilization on AI accelerators and GPUs. By visualizing the software stack and identifying inefficiencies, this tool…

  • 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…

  • Cloud Blog: Gemini models are coming to GitHub Copilot

    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/gemini-models-on-github-copilot/ Source: Cloud Blog Title: Gemini models are coming to GitHub Copilot Feedly Summary: Today, we’re announcing that GitHub will make Gemini models – starting with Gemini 1.5 Pro – available to developers on its platform for the first time through a new partnership with Google Cloud. Developers value flexibility and control in…