openEuler Wants Linux to Treat an Entire AI Cluster Like

One Single Machine

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For most of its life, Linux has been built around one simple assumption. There's a box; it has CPUs, memory, and devices, and the kernel manages them. Clusters exist, of course, but they've mostly been a problem for the layers above the OS, i.e., schedulers, orchestrators, distributed frameworks. AI infrastructure wants more. Today's training and inference setups bind dozens of CPUs, NPUs, GPUs, and memory pools so tightly together that they behave less like a group of servers and more like a single but very large computer. And then come AI agents, which don't just run a model but spin up tool

https://itsfoss.com/news/openeuler-oss-prague/

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