Communication-Computation Efficient Gradient Coding

Min Ye, Emmanuel Abbe

Abstract: This paper develops coding techniques to reduce the running time of distributed learning tasks. It characterizes the fundamental tradeoff to compute gradients in terms of three parameters: computat...