Systems and Networking
Transparent Multi-NIC Routing for Large AI Models
Additional Author: Raman Sukhau AI training is scaling faster than ever, and with it, the demands on data center network infrastructure are increasing exponentially. Training large models no longer means just moving bigger datasets—it means moving them rapidly and more frequently. Checkpoint sizes have ballooned from gigabytes to terabytes—and sometimes even petabytes—making rapid reloads essential. […]
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