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Chuanxiong Guo

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dPRO: A Generic Profiling and Optimization System for Expediting Distributed DNN Training

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May 18, 2022
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Aryl: An Elastic Cluster Scheduler for Deep Learning

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Feb 16, 2022
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Prediction of GPU Failures Under Deep Learning Workloads

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Jan 27, 2022
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BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing

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Dec 16, 2021
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Serving DNN Models with Multi-Instance GPUs: A Case of the Reconfigurable Machine Scheduling Problem

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Sep 18, 2021
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AutoLRS: Automatic Learning-Rate Schedule by Bayesian Optimization on the Fly

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May 22, 2021
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