conftrace_

heterogeneous computation times

2 papers

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Co-occurring keywords · papers mentioning both

distributed machine learning (2) adaptive task allocation (1) workers (1) theoretical lower bounds (1) resource efficient (1) optimal allocation (1) asynchronous method (1) asynchronous sgd (1) time complexity (1)

Papers

ATA: Adaptive Task Allocation for Efficient Resource Management in Distributed Machine Learning ICML 2025 Ringmaster ASGD: The First Asynchronous SGD with Optimal Time Complexity ICML 2025