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Accurate Simulation of Distributed Training Jobs with Network Contention Modeling

Yoo, Yeonho et al.
arXiv (All) · Papers
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and-cluster-computingdistributednetworking-and-internet-architectureparallel
Trace-driven simulation is widely used to evaluate distributed training (DT) jobs in GPU clusters, but existing simulators either ignore network contention or approximate it with a fixed penalty. This misses how scheduling decisions determine which jobs share server network interfaces and inter-serv
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