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cs.DC2018
Pushing the boundaries of parallel Deep Learning -- A practical approach
Paolo Viviani, Maurizio Drocco, Marco Aldinucci
This work aims to assess the state of the art of data parallel deep neural network training, trying to identify potential research tracks to be exploited for performance improvemen…
cs.DC2016
A Comparison of Big Data Frameworks on a Layered Dataflow Model
Claudia Misale, Maurizio Drocco, Marco Aldinucci +1
In the world of Big Data analytics, there is a series of tools aiming at simplifying programming applications to be executed on clusters. Although each tool claims to provide bette…