Distributed Gradient Descent with Coded Partial Gradient Computations
Published in IEEE International Conference on Acoustics Speech and Signal Processing • Apr 17, 2019
NobleIDNI3P60W61R33S61
Authors:,,
Emre Özfatura
Şennur Ulukuş
Denız Gündüz
Abstract
Coded computation techniques provide robustness against straggling servers in distributed computing, with the following limitations: First, they increase decoding complexity. Second, they ignore computations carried out by straggling servers; and they are typically designed to recover the full gradi...
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