10 citations · 14 across the 4 of their papers we have counts for
4 papers
A Dynamic, Hierarchical Resource Model for Converged Computing
Daniel J. Milroy, Claudia Misale, Stephen Herbein +1
Extreme dynamic heterogeneity in high performance computing systems and the convergence of traditional HPC with new simulation, analysis, and data science approaches impose increas…
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 parallel pattern for iterative stencil + reduce
M. Aldinucci, M. Danelutto, M. Drocco +4
We advocate the Loop-of-stencil-reduce pattern as a means of simplifying the implementation of data-parallel programs on heterogeneous multi-core platforms. Loop-of-stencil-reduce…
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…