Cabellos-Aparicio, Albert

1. RouteNet-Erlang: A Graph Neural Network for Network Performance Evaluation
   2022/02/28 by Miquel Ferriol-Galmés, Krzysztof Rusek, Ferriol-Galmés, Miquel +11 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #Software-Defined Networks and 5G #Software System Performance and Reliability
2. Engineer the Channel and Adapt to it: Enabling Wireless Intra-Chip\n Communication
   2018/12/23 by Xavier Timoneda, Sergi Abadal, Timoneda, Xavier +13 · 3 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Interconnection Networks and Systems #Microwave Engineering and Waveguides #Networking and Internet Architecture (cs.NI) #Radio Frequency Integrated Circuit Design
3. Understanding the Modeling of Computer Network Delays using Neural Networks
   2018/07/23 by Albert Mestres, Mestres, Albert, Eduard Alarcón +5 · 2 citations
   Computer Science · #Network Security and Intrusion Detection #Software-Defined Networks and 5G #Network Traffic and Congestion Control
4. Medium Access Control in Wireless Network-on-Chip: A Context Analysis
   2018/06/16 by Sergi Abadal, Abadal, Sergi, Albert Mestres +7 · 2 citations
   Computer Science · Engineering · #Cooperative Communication and Network Coding #Distributed #FOS: Computer and information sciences #Interconnection Networks and Systems #Networking and Internet Architecture (cs.NI) #Parallel #Satellite Communication Systems #and Cluster Computing (cs.DC)
5. Channel Characterization for Chip-scale Wireless Communications within Computing Packages
   2018/09/03 by Xavier Timoneda, Timoneda, Xavier, Albert Cabellos‐Aparicio +7 · 2 citations
   Computer Science · Engineering · #3D IC and TSV technologies #Advanced MIMO Systems Optimization #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Interconnection Networks and Systems
6. Unveiling the potential of Graph Neural Networks for robust Intrusion Detection
   2021/07/30 by Pujol-Perich, David, Suárez-Varela, José, Cabellos-Aparicio, Albert +1 · 2 citations
   #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
7. Fault Tolerance in Programmable Metasurfaces: The Beam Steering Case
   2019/02/12 by Hamidreza Taghvaee, Taghvaee, Hamidreza, Sergi Abadal +7 · 1 citation
   Engineering · #Antenna Design and Analysis #Advanced Antenna and Metasurface Technologies #Energy Harvesting in Wireless Networks
8. Scaling Graph-based Deep Learning models to larger networks
   2021/10/04 by Miquel Ferriol-Galmés, Ferriol-Galmés, Miquel, José Suárez‐Varela +7 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Graph Theory and Algorithms
9. Is Machine Learning Ready for Traffic Engineering Optimization?
   2021/09/03 by Guillermo Bernárdez, Bernárdez, Guillermo, José Suárez‐Varela +13 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Software System Performance and Reliability #Software-Defined Networks and 5G
10. Digital Twin Network: Opportunities and Challenges
    2022/01/04 by Almasan, Paul, Ferriol-Galmés, Miquel, Paillisse, Jordi +13 · 1 citation
    #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
11. Exploration of Intercell Wireless Millimeter-Wave Communication in the\n Landscape of Intelligent Metasurfaces
    2019/07/04 by Anna C. Tasolamprou, Tasolamprou, Anna C., Alexandros Pitilakis +41 · 1 citation
    Computer Science · Engineering · Materials Science · #Applied Physics (physics.app-ph) #FOS: Physical sciences #Metamaterials and Metasurfaces Applications #Millimeter-Wave Propagation and Modeling #Opportunistic and Delay-Tolerant Networks
12. Accelerating Deep Reinforcement Learning for Digital Twin Network Optimization with Evolutionary Strategies
    2022/02/01 by Carlos Güemes-Palau, Paul Almasan, Güemes-Palau, Carlos +11 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G
13. Proximal Policy Optimization with Graph Neural Networks for Optimal Power Flow
    2022/12/23 by López-Cardona, Ángela, Bernárdez, Guillermo, Barlet-Ros, Pere +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
14. Building a Graph-based Deep Learning network model from captured traffic traces
    2023/10/18 by Carlos Güemes-Palau, Miquel Ferriol-Galmés, Güemes-Palau, Carlos +5 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Software System Performance and Reliability #Software-Defined Networks and 5G
15. Multi-channel Medium Access Control Protocols for Wireless Networks within Computing Packages
    2023/01/27 by Bernat Ollé, Ollé, Bernat, Pau Talarn +9 · 1 citation
    Computer Science · #Cooperative Communication and Network Coding #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Interconnection Networks and Systems #Wireless Networks and Protocols