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Mattia Merluzzi
Mattia Merluzzi
CEA-Leti
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Zitiert von
Zitiert von
Jahr
Dynamic computation offloading in multi-access edge computing via ultra-reliable and low-latency communications
M Merluzzi, P Di Lorenzo, S Barbarossa, V Frascolla
IEEE Transactions on Signal and Information Processing over Networks 6, 342-356, 2020
922020
Wireless edge machine learning: Resource allocation and trade-offs
M Merluzzi, P Di Lorenzo, S Barbarossa
IEEE Access 9, 45377-45398, 2021
472021
Lyapunov-based optimization of edge resources for energy-efficient adaptive federated learning
C Battiloro, P Di Lorenzo, M Merluzzi, S Barbarossa
IEEE Transactions on Green Communications and Networking 7 (1), 265-280, 2022
432022
Enabling effective mobile edge computing using millimeterwave links
S Barbarossa, E Ceci, M Merluzzi, E Calvanese-Strinati
2017 IEEE International Conference on Communications Workshops (ICC …, 2017
382017
Optimal association of mobile users to multi-access edge computing resources
S Sardellitti, M Merluzzi, S Barbarossa
2018 IEEE International Conference on Communications Workshops (ICC …, 2018
372018
Goal-oriented and semantic communication in 6G AI-native networks: The 6G-GOALS approach
EC Strinati, P Di Lorenzo, V Sciancalepore, A Aijaz, M Kountouris, ...
arXiv preprint arXiv:2402.07573, 2024
282024
The edge cloud: A holistic view of communication, computation, and caching
S Barbarossa, S Sardellitti, E Ceci, M Merluzzi
Cooperative and Graph Signal Processing, 419-444, 2018
282018
Beyond private 5G networks: applications, architectures, operator models and technological enablers
M Maman, E Calvanese-Strinati, LN Dinh, T Haustein, W Keusgen, ...
EURASIP Journal on Wireless Communications and Networking 2021, 1-46, 2021
262021
Beyond 5G private networks: the 5g CONNI perspective
EC Strinati, T Haustein, M Maman, W Keusgen, S Wittig, M Schmieder, ...
2020 IEEE Globecom Workshops (GC Wkshps, 1-6, 2020
242020
Overbooking radio and computation resources in mmW-mobile edge computing to reduce vulnerability to channel intermittency
S Barbarossa, E Ceci, M Merluzzi
2017 European Conference on Networks and Communications (EuCNC), 1-5, 2017
232017
Discontinuous computation offloading for energy-efficient mobile edge computing
M Merluzzi, N di Pietro, P Di Lorenzo, EC Strinati, S Barbarossa
IEEE Transactions on Green Communications and Networking 6 (2), 1242-1257, 2021
222021
The Hexa-X project vision on Artificial Intelligence and Machine Learning-driven Communication and Computation co-design for 6G
M Merluzzi, T Borsos, N Rajatheva, AA Benczúr, H Farhadi, T Yassine, ...
IEEE Access 11, 65620-65648, 2023
182023
Resilient design of 5G mobile-edge computing over intermittent mmWave links
N di Pietro, M Merluzzi, EC Strinati, S Barbarossa
arXiv preprint arXiv:1901.01894, 2019
162019
Dynamic resource optimization for adaptive federated learning at the wireless network edge
P Di Lorenzo, C Battiloro, M Merluzzi, S Barbarossa
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
152021
Dynamic mobile edge computing empowered by reconfigurable intelligent surfaces
P Di Lorenzo, M Merluzzi, EC Strinati
2021 IEEE 22nd International Workshop on Signal Processing Advances in …, 2021
132021
Goal-oriented communications for the IoT: System design and adaptive resource optimization
P Di Lorenzo, M Merluzzi, F Binucci, C Battiloro, P Banelli, EC Strinati, ...
IEEE Internet of Things Magazine 6 (4), 26-32, 2023
122023
Pervasive artificial intelligence in next generation wireless: The Hexa-X project perspective
F Miltiadis, L Vasiliki, M Jafar, M Mattia, EU Soykan, B Tamas, R Nandana, ...
Proc. 1st Int. Workshop Artif. Intell. Beyond 5G 6G Wireless Netw.(AIG) Co …, 2022
12*2022
Energy efficient edge computing: When lyapunov meets distributed reinforcement learning
M Sana, M Merluzzi, N Di Pietro, EC Strinati
2021 IEEE International Conference on Communications Workshops (ICC …, 2021
122021
Network energy efficient mobile edge computing with reliability guarantees
M Merluzzi, N di Pietro, P Di Lorenzo, EC Strinati, S Barbarossa
2019 IEEE Global Communications Conference (GLOBECOM), 1-6, 2019
122019
Lyapunov-driven deep reinforcement learning for edge inference empowered by reconfigurable intelligent surfaces
K Stylianopoulos, M Merluzzi, P Di Lorenzo, GC Alexandropoulos
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
112023
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