Picture for Paolo Dini

Paolo Dini

Energy Minimization for Participatory Federated Learning in IoT Analyzed via Game Theory

Add code
Mar 27, 2025
Viaarxiv icon

Enhancing 5G O-RAN Communication Efficiency Through AI-Based Latency Forecasting

Add code
Feb 25, 2025
Viaarxiv icon

Federated Learning in Mobile Networks: A Comprehensive Case Study on Traffic Forecasting

Add code
Dec 05, 2024
Figure 1 for Federated Learning in Mobile Networks: A Comprehensive Case Study on Traffic Forecasting
Figure 2 for Federated Learning in Mobile Networks: A Comprehensive Case Study on Traffic Forecasting
Figure 3 for Federated Learning in Mobile Networks: A Comprehensive Case Study on Traffic Forecasting
Figure 4 for Federated Learning in Mobile Networks: A Comprehensive Case Study on Traffic Forecasting
Viaarxiv icon

Energy-Aware Decentralized Learning with Intermittent Model Training

Add code
Jul 01, 2024
Figure 1 for Energy-Aware Decentralized Learning with Intermittent Model Training
Figure 2 for Energy-Aware Decentralized Learning with Intermittent Model Training
Figure 3 for Energy-Aware Decentralized Learning with Intermittent Model Training
Figure 4 for Energy-Aware Decentralized Learning with Intermittent Model Training
Viaarxiv icon

Mobile Traffic Prediction at the Edge through Distributed and Transfer Learning

Add code
Oct 22, 2023
Viaarxiv icon

The Implications of Decentralization in Blockchained Federated Learning: Evaluating the Impact of Model Staleness and Inconsistencies

Add code
Oct 11, 2023
Viaarxiv icon

Towards Energy-Aware Federated Traffic Prediction for Cellular Networks

Add code
Sep 19, 2023
Viaarxiv icon

How Much Does It Cost to Train a Machine Learning Model over Distributed Data Sources?

Add code
Sep 15, 2022
Figure 1 for How Much Does It Cost to Train a Machine Learning Model over Distributed Data Sources?
Figure 2 for How Much Does It Cost to Train a Machine Learning Model over Distributed Data Sources?
Figure 3 for How Much Does It Cost to Train a Machine Learning Model over Distributed Data Sources?
Figure 4 for How Much Does It Cost to Train a Machine Learning Model over Distributed Data Sources?
Viaarxiv icon

To Compute or not to Compute? Adaptive Smart Sensing in Resource-Constrained Edge Computing

Add code
Sep 05, 2022
Figure 1 for To Compute or not to Compute? Adaptive Smart Sensing in Resource-Constrained Edge Computing
Figure 2 for To Compute or not to Compute? Adaptive Smart Sensing in Resource-Constrained Edge Computing
Figure 3 for To Compute or not to Compute? Adaptive Smart Sensing in Resource-Constrained Edge Computing
Figure 4 for To Compute or not to Compute? Adaptive Smart Sensing in Resource-Constrained Edge Computing
Viaarxiv icon

On the Decentralization of Blockchain-enabled Asynchronous Federated Learning

Add code
May 20, 2022
Figure 1 for On the Decentralization of Blockchain-enabled Asynchronous Federated Learning
Figure 2 for On the Decentralization of Blockchain-enabled Asynchronous Federated Learning
Figure 3 for On the Decentralization of Blockchain-enabled Asynchronous Federated Learning
Figure 4 for On the Decentralization of Blockchain-enabled Asynchronous Federated Learning
Viaarxiv icon