Zobrazeno 1 - 10
of 15 463
pro vyhledávání: '"D'Oro A"'
Autor:
Groen, Joshua, Di Valerio, Simone, Karim, Imtiaz, Villa, Davide, Zhang, Yiewi, Bonati, Leonardo, Polese, Michele, D'Oro, Salvatore, Melodia, Tommaso, Bertino, Elisa, Cuomo, Francesca, Chowdhury, Kaushik
5G and beyond cellular systems embrace the disaggregation of Radio Access Network (RAN) components, exemplified by the evolution of the fronthual (FH) connection between cellular baseband and radio unit equipment. Crucially, synchronization over the
Externí odkaz:
http://arxiv.org/abs/2412.13049
Autor:
Klissarov, Martin, Henaff, Mikael, Raileanu, Roberta, Sodhani, Shagun, Vincent, Pascal, Zhang, Amy, Bacon, Pierre-Luc, Precup, Doina, Machado, Marlos C., D'Oro, Pierluca
Describing skills in natural language has the potential to provide an accessible way to inject human knowledge about decision-making into an AI system. We present MaestroMotif, a method for AI-assisted skill design, which yields high-performing and a
Externí odkaz:
http://arxiv.org/abs/2412.08542
Autor:
Cheng, Hai, D'Oro, Salvatore, Gangula, Rajeev, Velumani, Sakthivel, Villa, Davide, Bonati, Leonardo, Polese, Michele, Arrobo, Gabriel, Maciocco, Christian, Melodia, Tommaso
Network slicing allows Telecom Operators (TOs) to support service provisioning with diverse Service Level Agreements (SLAs). The combination of network slicing and Open Radio Access Network (RAN) enables TOs to provide more customized network service
Externí odkaz:
http://arxiv.org/abs/2410.12978
Autor:
Bonati, Leonardo, Shirkhani, Ravis, Fiandrino, Claudio, Maxenti, Stefano, D'Oro, Salvatore, Polese, Michele, Melodia, Tommaso
While the availability of large datasets has been instrumental to advance fields like computer vision and natural language processing, this has not been the case in mobile networking. Indeed, mobile traffic data is often unavailable due to privacy or
Externí odkaz:
http://arxiv.org/abs/2409.16217
Autor:
Gangula, Rajeev, Lacava, Andrea, Polese, Michele, D'Oro, Salvatore, Bonati, Leonardo, Kaltenberger, Florian, Johari, Pedram, Melodia, Tommaso
This demo paper presents a dApp-based real-time spectrum sharing scenario where a 5th generation (5G) base station implementing the NR stack adapts its transmission and reception strategies based on the incumbent priority users in the Citizen Broadba
Externí odkaz:
http://arxiv.org/abs/2407.05027
The rise of large language models (LLMs) has prompted increasing interest in their use as in-context learning agents. At the core of agentic behavior is the capacity for exploration, or the ability to actively gather information about the environment
Externí odkaz:
http://arxiv.org/abs/2406.00244
Autor:
Tsampazi, Maria, D'Oro, Salvatore, Polese, Michele, Bonati, Leonardo, Poitau, Gwenael, Healy, Michael, Alavirad, Mohammad, Melodia, Tommaso
The highly heterogeneous ecosystem of NextG wireless communication systems calls for novel networking paradigms where functionalities and operations can be dynamically and optimally reconfigured in real time to adapt to changing traffic conditions an
Externí odkaz:
http://arxiv.org/abs/2407.11747
Autor:
del Prever, Pietro Brach, D'Oro, Salvatore, Bonati, Leonardo, Polese, Michele, Tsampazi, Maria, Lehmann, Heiko, Melodia, Tommaso
The O-RAN ALLIANCE is defining architectures, interfaces, operations, and security requirements for cellular networks based on Open Radio Access Network (RAN) principles. In this context, O-RAN introduced the RAN Intelligent Controllers (RICs) to ena
Externí odkaz:
http://arxiv.org/abs/2405.04395
We uncover a surprising phenomenon in deep reinforcement learning: training a diverse ensemble of data-sharing agents -- a well-established exploration strategy -- can significantly impair the performance of the individual ensemble members when compa
Externí odkaz:
http://arxiv.org/abs/2405.04342
Autor:
Polese, Michele, Bonati, Leonardo, D'Oro, Salvatore, Johari, Pedram, Villa, Davide, Velumani, Sakthivel, Gangula, Rajeev, Tsampazi, Maria, Robinson, Clifton Paul, Gemmi, Gabriele, Lacava, Andrea, Maxenti, Stefano, Cheng, Hai, Melodia, Tommaso
Recent years have witnessed the Open Radio Access Network (RAN) paradigm transforming the fundamental ways cellular systems are deployed, managed, and optimized. This shift is led by concepts such as openness, softwarization, programmability, interop
Externí odkaz:
http://arxiv.org/abs/2404.17317