Optimizing Network Performance in Distributed Machine Learning - Microsoft Research

To cope with the ever growing availability of training data, there have been several proposals to scale machine learning computation beyond a single server and distribute it across a cluster. While this enables reducing the training time, the observed speed up is often limited by network bottlenecks. To address this, we design MLNet, a host-based communication layer that aims to improve the networ

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