Piovesan, Nicola
- A Survey on 5G Radio Access Network Energy Efficiency: Massive MIMO,\n Lean Carrier Design, Sleep Modes, and Machine Learning
2021/01/27 by David López‐Pérez, Antonio De Domenico, Lopez-Perez, David +11 · 11 citations
Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #Millimeter-Wave Propagation and Modeling #Networking and Internet Architecture (cs.NI) #Telecommunications and Broadcasting Technologies
- Large Language Models for Telecom: Forthcoming Impact on the Industry
2023/08/11 by Ali Maatouk, Maatouk, Ali, Nicola Piovesan +7 · 17 citations
Computer Science · Social Sciences · #Topic Modeling #Computational and Text Analysis Methods #Expert finding and Q&A systems
- TeleQnA: A Benchmark Dataset to Assess Large Language Models Telecommunications Knowledge
2023/10/23 by Ali Maatouk, Maatouk, Ali, Fadhel Ayed +9 · 17 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Telco-RAG: Navigating the Challenges of Retrieval-Augmented Language Models for Telecommunications
2024/04/24 by Andrei-Laurentiu Bornea, Fadhel Ayed, Bornea, Andrei-Laurentiu +7 · 9 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- High Altitude Platform Stations: the New Network Energy Efficiency Enabler in the 6G Era
2023/07/03 by Tailai Song, Song, Tailai, David López‐Bueno +7 · 4 citations
Computer Science · Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Networking and Internet Architecture (cs.NI) #Opportunistic and Delay-Tolerant Networks #Satellite Communication Systems #Systems and Control (eess.SY) #electronic engineering #information engineering
- Linguistic Intelligence in Large Language Models for Telecommunications
2024/02/24 by Tasnim Ahmed, Ahmed, Tasnim, Nicola Piovesan +5 · 4 citations
Computer Science · #Expert finding and Q&A systems #Recommender Systems and Techniques #Cognitive Computing and Networks
- Capacity and Power Consumption of Multi-Layer 6G Networks Using the Upper Mid-Band
2024/11/14 by David López‐Pérez, López-Pérez, David, Nicola Piovesan +3 · 6 citations
Engineering · #Telecommunications and Broadcasting Technologies #Advanced MIMO Systems Optimization
- Waste Factor and Waste Figure: A Unified Theory for Modeling and Analyzing Wasted Power in Radio Access Networks for Improved Sustainability
2024/05/13 by Theodore S. Rappaport, Rappaport, Theodore S., Mingjun Ying +7 · 4 citations
Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Telecom Language Models: Must They Be Large?
2024/03/07 by Nicola Piovesan, Antonio De Domenico, Piovesan, Nicola +3 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #Speech and dialogue systems
- Modelling the 5G Energy Consumption using Real-world Data: Energy Fingerprint is All You Need
2024/06/13 by Chen, Tingwei, Wang, Yantao, Chen, Hanzhi +5 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- Power Consumption Modeling of 5G Multi-Carrier Base Stations: A Machine Learning Approach
2022/12/08 by Nicola Piovesan, Piovesan, Nicola, David López‐Pérez +7 · 1 citation
Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Millimeter-Wave Propagation and Modeling #Networking and Internet Architecture (cs.NI) #Telecommunications and Broadcasting Technologies
- A Novel Metric for mMIMO Base Station Association for Aerial Highway Systems
2023/03/24 by Matteo Bernabè, Bernabè, Matteo, David López Pérez +7 · 1 citation
Engineering · #UAV Applications and Optimization #Satellite Communication Systems #Radio Wave Propagation Studies
- KVCompose: Efficient Structured KV Cache Compression with Composite Tokens
2025/09/05 by Dmitry Akulov, Akulov, Dmitry, Mohamed Sana +9 · 1 citation
Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
- Hermes: A Large Language Model Framework on the Journey to Autonomous Networks
2024/11/10 by Fadhel Ayed, Ali Maatouk, Ayed, Fadhel +9 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Topic Modeling