Mattia Merluzzi

Dynamic Computation Offloading in Multi-Access Edge Computing via Ultra-Reliable and Low-Latency Communications

Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa et al. · IEEE Transactions on Signal and Information Processing over Networks · 2020 · 90 citations

Multiple Mobile Users, Mobile Data Offloading, Engineering +14

Goal-Oriented and Semantic Communication in 6G AI-Native Networks: The 6G-GOALS Approach

Emilio Calvanese Strinati, Paolo Di Lorenzo, Vincenzo Sciancalepore et al. · 2024 · 66 citations

Wireless Edge Machine Learning: Resource Allocation and Trade-Offs

Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa · IEEE Access · 2021 · 59 citations · Full text

Energy Consumption, Eml Service, Engineering +13

Lyapunov-Based Optimization of Edge Resources for Energy-Efficient Adaptive Federated Learning

Claudio Battiloro, Paolo Di Lorenzo, Mattia Merluzzi et al. · IEEE Transactions on Green Communications and Networking · 2022 · 44 citations · Full text

Wireless Network Edge, Edge Resources, Machine Learning +15

The Hexa-X Project Vision on Artificial Intelligence and Machine Learning-Driven Communication and Computation Co-Design for 6G

Mattia Merluzzi, Tamás Borsos, Nandana Rajatheva et al. · IEEE Access · 2023 · 43 citations · Full text

Artificial Intelligence, Autonomous Network, Engineering +24