Proactive, Accuracy-aware Straggler Mitigation in Machine Learning Clusters
2024 IEEE INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM WORKSHOPS, IPDPSW 2024(2024)
Key words
Machine Learning Clustering,Straggler Mitigation,Batch Size,Training Time,Similar Data,Similar Samples,Batch Of Samples,Service Architecture,Parameter Server,Neural Network,Convolutional Neural Network,Deep Neural Network,Machine Learning Models,Resource Utilization,Communication Time,Graph Neural Networks,Value Of Layer,Deep Learning Training,Gradient Layer
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