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ORCIDMattia Merluzzi
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2020 – today
- 2024
[j10]Dario Sabella, Giovanni Nardini, Panagiotis Demestichas, Sokratis Barmpounakis, Dinh-Thuy Phan-Huy, Mattia Merluzzi, Esther Garrido Gamazo
, Aurora Ramos, Giada Landi, Marko E. Leinonen, Aarno Pärssinen, Andreas Wolfgang:
Innovation Management in 6G Research: The Case of Hexa-X Project. IEEE Commun. Mag. 62(2): 142-149 (2024)- [j9]Mattia Merluzzi, Antonio Clemente:
Anomalous and Specular Reflections of Reconfigurable Intelligent Surfaces: Configuration Strategies and System Performance. IEEE Wirel. Commun. Lett. 13(10): 2707-2711 (2024) - [c27]Emilio Calvanese Strinati, Paolo Di Lorenzo, Vincenzo Sciancalepore, Adnan Aijaz, Marios Kountouris, Deniz Gündüz, Petar Popovski, Mohamed Sana, Photios A. Stavrou, Beatriz Soret, Nicola Cordeschi, Simone Scardapane, Mattia Merluzzi, Lanfranco Zanzi, Mauro Renato Boldi, Tony Q. S. Quek, Nicola di Pietro, Olivier Forceville, Francesca Costanzo, Peizheng Li:
Goal-Oriented and Semantic Communication in 6G AI-Native Networks: The 6G-GOALS Approach. EuCNC/6G Summit 2024: 1-6 - [c26]Hiba Dakdouk, Mohamed Sana, Mattia Merluzzi:
Analyzing and Enhancing Queue Sampling for Energy-Efficient Remote Control of Bandits. MeditCom 2024: 239-244 - [i7]Hiba Dakdouk, Mohamed Sana, Mattia Merluzzi:
Analyzing and Enhancing Queue Sampling for Energy-Efficient Remote Control of Bandits. CoRR abs/2405.09430 (2024) - 2023
- [j8]Mattia Merluzzi, Tamás Borsos, Nandana Rajatheva, András A. Benczúr, Hamed Farhadi, Taha Yassine, Markus Dominik Mueck, Sokratis Barmpounakis, Emilio Calvanese Strinati, Dilin Dampahalage, Panagiotis Demestichas, Pietro Ducange, Miltiadis C. Filippou, Leonardo Gomes Baltar, Johan Haraldson, Leyli Karaçay, Dani Korpi, Vasiliki Lamprousi, Francesco Marcelloni, Jafar Mohammadi, Nuwanthika Rajapaksha, Alessandro Renda, Mikko A. Uusitalo:
The Hexa-X Project Vision on Artificial Intelligence and Machine Learning-Driven Communication and Computation Co-Design for 6G. IEEE Access 11: 65620-65648 (2023) - [j7]Paolo Di Lorenzo, Mattia Merluzzi, Francesco Binucci, Claudio Battiloro, Paolo Banelli, Emilio Calvanese Strinati, Sergio Barbarossa:
Goal-Oriented Communications for the IoT: System Design and Adaptive Resource Optimization. IEEE Internet Things Mag. 6(4): 26-32 (2023) - [j6]Claudio Battiloro, Paolo Di Lorenzo, Mattia Merluzzi, Sergio Barbarossa:
Lyapunov-Based Optimization of Edge Resources for Energy-Efficient Adaptive Federated Learning. IEEE Trans. Green Commun. Netw. 7(1): 265-280 (2023) - [c25]Kyriakos Stylianopoulos, Mattia Merluzzi, Paolo Di Lorenzo, George C. Alexandropoulos:
Lyapunov-Driven Deep Reinforcement Learning for Edge Inference Empowered by Reconfigurable Intelligent Surfaces. ICASSP 2023: 1-5 - [c24]Ibtissam Labriji, Mattia Merluzzi, Fatima Ezzahra Airod, Emilio Calvanese Strinati:
Energy-Efficient Cooperative Inference Via Adaptive Deep Neural Network Splitting at the Edge. ICC 2023: 1712-1717 - [c23]Francesco Binucci, Mattia Merluzzi, Paolo Banelli, Emilio Calvanese Strinati, Paolo Di Lorenzo:
Enabling Edge Artificial Intelligence via Goal-oriented Deep Neural Network Splitting. ISWCS 2023: 1-6 - [i6]Kyriakos Stylianopoulos, Mattia Merluzzi, Paolo Di Lorenzo, George C. Alexandropoulos:
Lyapunov-Driven Deep Reinforcement Learning for Edge Inference Empowered by Reconfigurable Intelligent Surfaces. CoRR abs/2305.10931 (2023) - [i5]Mattia Merluzzi, Francesca Costanzo, Konstantinos D. Katsanos, George C. Alexandropoulos, Paolo Di Lorenzo:
Power Minimizing MEC Offloading with QoS Constraints over RIS-Empowered Communications. CoRR abs/2312.09944 (2023) - 2022
- [j5]Paolo Di Lorenzo, Mattia Merluzzi, Emilio Calvanese Strinati, Sergio Barbarossa:
Dynamic edge computing empowered by reconfigurable intelligent surfaces. EURASIP J. Wirel. Commun. Netw. 2022(1): 122 (2022) - [j4]Mattia Merluzzi, Nicola di Pietro, Paolo Di Lorenzo, Emilio Calvanese Strinati, Sergio Barbarossa:
Discontinuous Computation Offloading for Energy-Efficient Mobile Edge Computing. IEEE Trans. Green Commun. Netw. 6(2): 1242-1257 (2022) - [c22]Mattia Merluzzi, Serge Bories, Emilio Calvanese Strinati:
Energy-Efficient Dynamic Edge Computing with Electromagnetic Field Exposure Constraints. EuCNC 2022: 202-207 - [c21]Mattia Merluzzi, Miltiadis C. Filippou, Leonardo Gomes Baltar, Emilio Calvanese Strinati:
Effective Goal-oriented 6G Communications: the Energy-aware Edge Inferencing Case. EuCNC 2022: 457-462 - [c20]Mattia Merluzzi, Francesca Costanzo, Konstantinos D. Katsanos, George C. Alexandropoulos, Paolo Di Lorenzo:
Power Minimizing MEC Offloading with QoS Constraints over RIS-Empowered Communications. GLOBECOM 2022: 5457-5462 - [c19]Fatima Ezzahra Airod, Mattia Merluzzi, Antonio Clemente, Emilio Calvanese Strinati:
Blue Communications for Edge Computing: the Reconfigurable Intelligent Surfaces Opportunity. GLOBECOM 2022: 6396-6401 - [c18]Claudio Battiloro, Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa:
Dynamic Resource Optimization for Adaptive Federated Learning Empowered by Reconfigurable Intelligent Surfaces. ICASSP 2022: 4083-4087 - [c17]Mattia Merluzzi, Claudio Battiloro, Paolo Di Lorenzo, Emilio Calvanese Strinati:
Energy-Efficient Classification at the Wireless Edge with Reliability Guarantees. ICC Workshops 2022: 109-114 - [c16]Fatima Ezzahra Airod, Mattia Merluzzi, Paolo Di Lorenzo, Emilio Calvanese Strinati:
Reconfigurable Intelligent Surface Aided Mobile Edge Computing over Intermittent mmWave Links. SPAWC 2022: 1-5 - [c15]Miltiadis C. Filippou, Vasiliki Lamprousi, Jafar Mohammadi, Mattia Merluzzi, Elif Ustundag Soykan, Tamás Borsos, Nandana Rajatheva, Nuwanthika Rajapaksha, Luc Le Magoarou, Pietro Piscione, András Benczúr, Quentin Lampin, Guillaume Larue, Dani Korpi, Pietro Ducange, Alessandro Renda, Hamed Farhadi, Johan Haraldson, Leonardo Gomes Baltar, Emilio Calvanese Strinati, Panagiotis Demestichas, Emrah Tomur:
Pervasive Artificial Intelligence in Next Generation Wireless: The Hexa-X Project Perspective. AI6G@WCCI 2022 - [i4]Fatima Ezzahra Airod, Mattia Merluzzi, Paolo Di Lorenzo, Emilio Calvanese Strinati:
Reconfigurable Intelligent Surface Aided Mobile Edge Computing over Intermittent mmWave Links. CoRR abs/2205.15052 (2022) - [i3]Fatima Ezzahra Airod, Mattia Merluzzi, Antonio Clemente, Emilio Calvanese Strinati:
Blue Communications for Edge Computing: the Reconfigurable Intelligent Surfaces Opportunity. CoRR abs/2211.13053 (2022) - 2021
- [j3]Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa:
Wireless Edge Machine Learning: Resource Allocation and Trade-Offs. IEEE Access 9: 45377-45398 (2021) - [j2]Mickael Maman, Emilio Calvanese Strinati, Lam Ngoc Dinh, Thomas Haustein, Wilhelm Keusgen, Sven Wittig, Mathis Schmieder, Sergio Barbarossa, Mattia Merluzzi, Francesca Costanzo, Stefania Sardellitti, Henrik Klessig, Savita Vitthalrao Kendre, Daniele Munaretto, Marco Centenaro, Nicola di Pietro, Shuo-Peng Liang, Kuan-Yi Chih, Jack Shi-Jie Luo, Ling-Chih Kao, Jiun-Cheng Huang, Jen-Sheng Huang, Tzu-Ya Wang:
Beyond private 5G networks: applications, architectures, operator models and technological enablers. EURASIP J. Wirel. Commun. Netw. 2021(1): 195 (2021) - [c14]Mattia Merluzzi, Alessio Martino, Francesca Costanzo, Paolo Di Lorenzo, Sergio Barbarossa:
Dynamic Ensemble Inference at the Edge. GLOBECOM 2021: 1-6 - [c13]Paolo Di Lorenzo, Claudio Battiloro, Mattia Merluzzi, Sergio Barbarossa:
Dynamic Resource Optimization for Adaptive Federated Learning at the Wireless Network Edge. ICASSP 2021: 4910-4914 - [c12]Mohamed Sana, Mattia Merluzzi, Nicola di Pietro, Emilio Calvanese Strinati:
Energy Efficient Edge Computing: When Lyapunov Meets Distributed Reinforcement Learning. ICC Workshops 2021: 1-6 - [c11]Paolo Di Lorenzo, Mattia Merluzzi, Emilio Calvanese Strinati:
Dynamic Mobile Edge Computing empowered by Reconfigurable Intelligent Surfaces. SPAWC 2021: 526-530 - [i2]Mohamed Sana, Mattia Merluzzi, Nicola di Pietro, Emilio Calvanese Strinati:
Energy Efficient Edge Computing: When Lyapunov Meets Distributed Reinforcement Learning. CoRR abs/2103.16985 (2021) - 2020
- [j1]Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa, Valerio Frascolla:
Dynamic Computation Offloading in Multi-Access Edge Computing via Ultra-Reliable and Low-Latency Communications. IEEE Trans. Signal Inf. Process. over Networks 6: 342-356 (2020) - [c10]Emilio Calvanese Strinati, Thomas Haustein, Mickael Maman, Wilhelm Keusgen, Sven Wittig, Mathis Schmieder, Sergio Barbarossa, Mattia Merluzzi, Henrik Klessig, Fabio Giust, Daniele Ronzani, Shuo-Peng Liang, Jack Shi-Jie Luo, Cheng-Yi Chien, Jiun-Cheng Huang, Jen-Sheng Huang, Tzu-Ya Wang:
Beyond 5G Private Networks: the 5G CONNI Perspective. GLOBECOM (Workshops) 2020: 1-6 - [c9]Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa:
Dynamic Resource Allocation for Wireless Edge Machine Learning with Latency And Accuracy Guarantees. ICASSP 2020: 9036-9040
2010 – 2019
- 2019
- [c8]Mattia Merluzzi, Nicola di Pietro, Paolo Di Lorenzo, Emilio Calvanese Strinati, Sergio Barbarossa:
Network Energy Efficient Mobile Edge Computing with Reliability Guarantees. GLOBECOM 2019: 1-6 - [c7]Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa:
Dynamic Joint Resource Allocation and User Assignment in Multi-access Edge Computing. ICASSP 2019: 4759-4763 - [c6]Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa:
Latency-Constrained Dynamic Computation Offloading with Energy Harvesting IoT Devices. INFOCOM Workshops 2019: 750-755 - [c5]Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa, Valerio Frascolla:
Joint Resource Allocation for Latency-Constrained Dynamic Computation Offloading with MEC. WCNC Workshops 2019: 1-6 - [i1]Nicola di Pietro, Mattia Merluzzi, Emilio Calvanese Strinati, Sergio Barbarossa:
Resilient Design of 5G Mobile-Edge Computing Over Intermittent mmWave Links. CoRR abs/1901.01894 (2019) - 2018
- [c4]Stefania Sardellitti, Francesca Costanzo, Mattia Merluzzi:
Joint Optimization of Caching and Transport in Proactive Edge Cloud. EUSIPCO 2018: 797-801 - [c3]Stefania Sardellitti, Mattia Merluzzi, Sergio Barbarossa:
Optimal Association of Mobile Users to Multi-Access Edge Computing Resources. ICC Workshops 2018: 1-6 - 2017
- [c2]Sergio Barbarossa, Elena Ceci, Mattia Merluzzi:
Overbooking radio and computation resources in mmW-mobile edge computing to reduce vulnerability to channel intermittency. EuCNC 2017: 1-5 - [c1]Sergio Barbarossa, Elena Ceci, Mattia Merluzzi, Emilio Calvanese Strinati:
Enabling effective Mobile Edge Computing using millimeterwave links. ICC Workshops 2017: 367-372
Coauthor Index
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last updated on 2025-01-09 13:14 CET by the dblp team
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