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Chapter 2: Why HPC Networking Is Different

HPC Networking FoundationsBeginner25 min read
Building the model…

Ring AllReduce across eight ranks, step by step. Brightness shows how many ranks have contributed to each chunk.

You have spent years mastering TCP/IP, BGP, spanning tree, and QoS. You can troubleshoot a flapping OSPF adjacency without looking at documentation. But when you walk into an AI data centre for the first time, the familiar mental models stop working.

This chapter explains why -- and builds the conceptual foundation that makes everything in the rest of the curriculum make sense.


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