6 citations · 6 across the 1 of their papers we have counts for
4 papers
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…
A Formal Semantics for Data Analytics Pipelines
Maurizio Drocco, Claudia Misale, Guy Tremblay +1
In this report, we present a new programming model based on Pipelines and Operators, which are the building blocks of programs written in PiCo, a DSL for Data Analytics Pipelines.…
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…
Hybrid Calculus of Wrapped Compartments
Mario Coppo, Ferruccio Damiani, Maurizio Drocco +4
The modelling and analysis of biological systems has deep roots in Mathematics, specifically in the field of ordinary differential equations (ODEs). Alternative approaches based on…