Topic
Netflix
2 episodes
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Netflix Uncovers Kernel Level Bottlenecks While Scaling Containers on Modern CPUs
Netflix discovered that scaling hundreds of containers simultaneously hits deep kernel-level bottlenecks in the Linux virtual filesystem, where thousands of mount operations create lock contention that varies dramatically across different CPU architectures. Their solution involved redesigning overlay filesystems to reduce mount operations from O(n) to O(1) per container.
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Why LLMs Aren’t a One Size Fits All Solution for Enterprises | Towards Data Science
Large Language Models Why LLMs Aren’t a One-Size-Fits-All Solution for Enterprises What LLMs are (and aren’t) optimized for, and how the industry is approaching AI over structured business datasets — including one approach developed by my team and me. Jure Leskovec Nov 18, 2025 10 min read Share image by author Executives everywhere are racing to use LLMs, but often for tasks they aren’t well-suited to.