12 citations · 12 across the 6 of their papers we have counts for
7 papers
Towards Self-Adaptive Peer-to-Peer Monitoring for Fog Environments
Vera Colombo, Alessandro Tundo, Michele Ciavotta +1
Monitoring is a critical component in fog environments: it promptly provides insights about the behavior of systems, reveals Service Level Agreements (SLAs) violations, enables the…
SigMaNet: One Laplacian to Rule Them All
Stefano Fiorini, Stefano Coniglio, Michele Ciavotta +1
This paper introduces SigMaNet, a generalized Graph Convolutional Network (GCN) capable of handling both undirected and directed graphs with weights not restricted in sign nor magn…
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…
Listening to the city, attentively: A Spatio-Temporal Attention Boosted Autoencoder for the Short-Term Flow Prediction Problem
Stefano Fiorini, Michele Ciavotta, Andrea Maurino
In recent years, studying and predicting alternative mobility (e.g., sharing services) patterns in urban environments has become increasingly important as accurate and timely infor…
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…
Issues about the Adoption of Formal Methods for Dependable Composition of Web Services
Manuel Mazzara, Michele Ciavotta
Web Services provide interoperable mechanisms for describing, locating and invoking services over the Internet; composition further enables to build complex services out of simpler…