Heterogeneity-Aware Gradient Coding for Tolerating and Leveraging Stragglers
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DOI: 10.1109/tc.2021.3063180
Abstract: Distributed gradient descent has been widely adopted in the machine learning field because considerable computing resources are available when facing the huge volume of data. Specifically, the gradient over the whole data is cooperatively computed… read more here.
Keywords: heterogeneity; dheter aware; aware gradient; heterogeneity aware ... See more keywords