12 citations · 12 across the 6 of their papers we have counts for
3 papers · 1 filter
ANDREAS: Artificial intelligence traiNing scheDuler foR accElerAted resource clusterS
Federica Filippini, Danilo Ardagna, Marco Lattuada +7
Artificial Intelligence (AI) and Deep Learning (DL) algorithms are currently applied to a wide range of products and solutions. DL training jobs are highly resource demanding and t…
A Game-Theoretic Approach for Runtime Capacity Allocation in MapReduce
Eugenio Gianniti, Danilo Ardagna, Michele Ciavotta +1
Nowadays many companies have available large amounts of raw, unstructured data. Among Big Data enabling technologies, a central place is held by the MapReduce framework and, in par…
D-SPACE4Cloud: A Design Tool for Big Data Applications
Michele Ciavotta, Eugenio Gianniti, Danilo Ardagna
The last years have seen a steep rise in data generation worldwide, with the development and widespread adoption of several software projects targeting the Big Data paradigm. Many…