Coordination-Free Workload Regularization for Variable-Cost Distributed Training

arXiv:2610.21162 · cs.DC, cs.LG · Submitted 2026-10-15 · Read on arXiv

cs.DC, cs.LG

Submitted: 2026-10-15

Updated: 2026-10-15

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Batch Cost Lookahead — 1× in this paper
• Regularization — 1× in this paper · explained in 3 episodes

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