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Tag: optimizations

  • Hacker News: MySQL at Uber

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    Kurt Seifried
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    Source URL: https://www.uber.com/blog/mysql-at-uber/?uclick_id=8d2a6f71-8db1-4c60-b724-fc9bd70cd9fd Source: Hacker News Title: MySQL at Uber Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text outlines Uber’s innovative MySQL control plane architecture, aimed at optimizing database management across a vast fleet of over 2,300 clusters. The improvements focus on achieving higher availability (99.99%) and managing critical processes like primary…

  • Simon Willison’s Weblog: Run LLMs on macOS using llm-mlx and Apple’s MLX framework

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Feb/15/llm-mlx/#atom-everything Source: Simon Willison’s Weblog Title: Run LLMs on macOS using llm-mlx and Apple’s MLX framework Feedly Summary: llm-mlx is a brand new plugin for my LLM Python Library and CLI utility which builds on top of Apple’s excellent MLX array framework library and mlx-lm package. If you’re a terminal user or Python…

  • The Register: Cloudflare hopes to rebuild the Web for the AI age – with itself in the middle

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/02/10/cloudflare_q4_2024_ai_web/ Source: The Register Title: Cloudflare hopes to rebuild the Web for the AI age – with itself in the middle Feedly Summary: Also claims it’s found DeepSeek-eque optimizations that reduce AI infrastructure requirements Cloudflare has declared it’s found optimizations that reduce the amount of hardware needed for inferencing workloads, and is in…

  • Cloud Blog: Solve database bottlenecks faster with the latest query insights for Cloud SQL Enterprise Plus

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/databases/new-query-insights-capabilities-for-cloud-sql-enterprise-plus/ Source: Cloud Blog Title: Solve database bottlenecks faster with the latest query insights for Cloud SQL Enterprise Plus Feedly Summary: Cloud SQL Enterprise Plus edition provides high performance and availability for demanding applications with enhanced read and write performance. And high-performance applications often require that you tune the underlying database services.  To…

  • Cloud Blog: How we improved GKE volume attachments for stateful applications by up to 80%

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/containers-kubernetes/gkes-faster-cluster-upgrades-under-the-hood/ Source: Cloud Blog Title: How we improved GKE volume attachments for stateful applications by up to 80% Feedly Summary: If you run stateful workloads on Google Kubernetes Engine (GKE), you may have noticed that your Cluster upgrades execute much faster as of late. You’re not imagining things. We recently introduced an  enhancement…

  • Hacker News: Andrew Ng on DeepSeek

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    Kurt Seifried
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    Source URL: https://www.deeplearning.ai/the-batch/issue-286/ Source: Hacker News Title: Andrew Ng on DeepSeek Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text outlines significant advancements and trends in the field of generative AI, particularly emphasizing China’s emergence as a competitor to the U.S. in this domain, the implications of open weight models, and the innovative…

  • The Register: Tiny Linux kernel tweak could cut datacenter power use by 30%, boffins say

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/01/29/linux_kernel_tweak/ Source: The Register Title: Tiny Linux kernel tweak could cut datacenter power use by 30%, boffins say Feedly Summary: Not bad for 30 lines of code Hardware keeps getting faster, but it’s still worth taking a step back periodically and revisiting your code. You might just uncover a little tweak that wrings…

  • Hacker News: Case Study: ByteDance Uses eBPF to Enhance Networking Performance

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    Kurt Seifried
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    Source URL: https://ebpf.foundation/case-study-bytedance-uses-ebpf-to-enhance-networking-performance/ Source: Hacker News Title: Case Study: ByteDance Uses eBPF to Enhance Networking Performance Feedly Summary: Comments AI Summary and Description: Yes Summary: The case study discusses Bytedance’s implementation of eBPF technology to enhance the performance and stability of its data center networking solutions. By transitioning to netkit, an eBPF-powered networking device, Bytedance…

  • Hacker News: DeepSeek’s AI breakthrough bypasses industry-standard CUDA, uses PTX

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    Kurt Seifried
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    Source URL: https://www.tomshardware.com/tech-industry/artificial-intelligence/deepseeks-ai-breakthrough-bypasses-industry-standard-cuda-uses-assembly-like-ptx-programming-instead Source: Hacker News Title: DeepSeek’s AI breakthrough bypasses industry-standard CUDA, uses PTX Feedly Summary: Comments AI Summary and Description: Yes Summary: DeepSeek’s recent achievement in training a massive language model using 671 billion parameters has garnered significant attention due to its innovative optimizations and the use of Nvidia’s PTX programming. This breakthrough…

  • Hacker News: Multi-head latent attention (DeepSeek) and other KV cache tricks explained

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    Kurt Seifried
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    Source URL: https://www.pyspur.dev/blog/multi-head-latent-attention-kv-cache-paper-list Source: Hacker News Title: Multi-head latent attention (DeepSeek) and other KV cache tricks explained Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses advanced techniques in Key-Value (KV) caching that enhance the efficiency of language models like ChatGPT during text generation. It highlights how these optimizations can significantly reduce…