Adaptive Distributed Stochastic Gradient Descent For Minimizing Delay In The Presence Of Stragglers

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Adaptive Distributed Stochastic Gradient Descent For Minimizing Delay In The Presence Of Stragglers


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Adaptive Distributed Stochastic Gradient Descent For Minimizing Delay In The Presence Of Stragglers

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We consider the setting where a master wants to run a distributed stochastic gradient descent (SGD) algorithm on $n$ workers each having a subset of the data. Distributed SGD may suffer from the effect of stragglers, i.e., slow or unresponsive workers who
We consider the setting where a master wants to run a distributed stochastic gradient descent (SGD) algorithm on $n$ workers each having a subset of the data. Distributed SGD may suffer from the effect of stragglers, i.e., slow or unresponsive workers who