conftrace_

geo-distributed

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hierarchical (1) asynchronous (1) local sgd (1) parameter server (1) convergence analysis (1)

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HALoS: Hierarchical Asynchronous Local SGD over Slow Networks for Geo-Distributed Large Language Model Training ICML 2025