conftrace_

machine learning training

6 papers

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Co-occurring keywords · papers mentioning both

fault tolerance (2) machine learning workload (1) code reuse (1) supercomputer architecture (1) optical circuit switching (1) system availability (1) gpu cluster simulation (1) hybrid simulation (1) checkpoint restart (1) elastic computing (1)

Papers

Phantora: Maximizing Code Reuse in Simulation-based Machine Learning System Performance Estimation NSDI 2026 TrainMover: An Interruption-Resilient Runtime for ML Training OSDI 2026 Resiliency at Scale: Managing Google’s TPUv4 Machine Learning Supercomputer NSDI 2024 Have it your way: Individualized Privacy Assignment for DP-SGD NeurIPS 2023 The Two Dimensions of Worst-Case Training and Their Integrated Effect for Out-of-Domain Generalization CVPR 2022 Themis: Fair and Efficient GPU Cluster Scheduling NSDI 2020