Sfoglia per Autore
Decentralized Edge Workload Forecasting With Gossip Learning
2025 Tundo, A; Filippini, F; Regonesi, F; Ciavotta, M; Savi, M
ML-Based Performance Modeling in Edge FaaS Systems
2025 Filippini, F; Cavenaghi, L; Calmi, N; Savi, M; Ciavotta, M
SemT: A Framework for Enhancing Tabular Data Through Enrichment-as-a-Service
2025 Alidu, A; Ciavotta, M; De Paoli, F
Multi-Agent Reinforcement Learning for Workload Distribution in FaaS-Edge Computing Systems
2025 Petriglia, E; Filippini, F; Ciavotta, M; Savi, M
Generative AI for traffic scenarios: a GCN-VAE model
2025 Carbonera, M; Ciavotta, M; Messina, E
Let There be Direction in Hypergraph Neural Networks
2024 Fiorini, S; Coniglio, S; Ciavotta, M; Bue, A
Comparing Actor-Critic and Neuroevolution Approaches for Traffic Offloading in FaaS-powered Edge Systems
2024 Petriglia, E; Filippini, F; Pracucci, G; Savi, M; Ciavotta, M
WatchEDGE: Smart networking for distributed AI-based environmental control
2024 Maier, G; Albanese, A; Ciavotta, M; Ciulli, N; Giordano, S; Giusti, E; Salvatore, A; Schembra, G
Analysis and Evaluation of Load Management Strategies in a Decentralized FaaS Environment: A Simulation-Based Framework
2024 Filippini, F; Calmi, N; Cavenaghi, L; Petriglia, E; Savi, M; Ciavotta, M
Geospatial Enrichment of Urban Data for Advanced City Planning: a Pilot Study
2024 Krasteva, I; Petrova-Antonova, D; De Paoli, F; Hristov, E; Borukova, M; Ciavotta, M; Avogadro, R
Geospatial Data Enrichment through Address Geocoding: Challenges and Solutions
2024 Hristov, E; Petrova-Antonova, D; De Paoli, F; Krasteva, I; Ciavotta, M; Avogadro, R
Video Analytics for Understanding Pedestrian Mobility Patterns in Public Spaces: The Case of Milan
2024 Lorgna, L; Ceccarelli, G; Gorrini, A; Ciavotta, M
Variational Autoencoders and Generative Adversarial Networks for Multivariate Scenario Generation
2024 Carbonera, M; Ciavotta, M; Messina, E
On-Street Parking Prediction: A Comparative Study
2024 Fiorini, S; Ciavotta, M; Liberto, C; Valenti, G
A decomposition approach for multidimensional knapsacks with family-split penalties
2024 Mancini, S; Meloni, C; Ciavotta, M
Graph Learning in 4D: A Quaternion-Valued Laplacian to Enhance Spectral GCNs
2024 Fiorini, S; Coniglio, S; Ciavotta, M; Messina, E
An interactive approach to semantic enrichment with geospatial data
2024 De Paoli, F; Ciavotta, M; Avogadro, R; Hristov, E; Borukova, M; Petrova-Antonova, D; Krasteva, I
SigMaNet: One Laplacian to Rule Them All
2023 Fiorini, S; Coniglio, S; Ciavotta, M; Messina, E
Driving into Uncertainty: An Adversarial Generative Approach for Multivariate Scenario Generation
2023 Carbonera, M; Ciavotta, M; Messina, V
A Path Relinking Method for the Joint Online Scheduling and Capacity Allocation of DL Training Workloads in GPU as a Service Systems
2023 Filippini, F; Lattuada, M; Ciavotta, M; Jahani, A; Ardagna, D; Amaldi, E
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