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Miquel Ferriol
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2020 – today
- 2023
- [j6]José Suárez-Varela, Paul Almasan
, Miquel Ferriol Galmés
, Krzysztof Rusek
, Fabien Geyer, Xiangle Cheng, Xiang Shi, Shihan Xiao, Franco Scarselli
, Albert Cabellos-Aparicio, Pere Barlet-Ros:
Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities. IEEE Netw. 37(3): 146-153 (2023) - [j5]Miquel Ferriol Galmés
, Jordi Paillisse
, José Suárez-Varela
, Krzysztof Rusek
, Shihan Xiao, Xiang Shi
, Xiangle Cheng
, Pere Barlet-Ros, Albert Cabellos-Aparicio:
RouteNet-Fermi: Network Modeling With Graph Neural Networks. IEEE/ACM Trans. Netw. 31(6): 3080-3095 (2023) - [i11]Carlos Güemes-Palau, Miquel Ferriol Galmés
, Albert Cabellos-Aparicio, Pere Barlet-Ros:
Building a Graph-based Deep Learning network model from captured traffic traces. CoRR abs/2310.11889 (2023) - 2022
- [j4]Paul Almasan
, Miquel Ferriol Galmés
, Jordi Paillisse
, José Suárez-Varela, Diego Perino, Diego R. López, Antonio Agustin Pastor Perales, Paul Harvey
, Laurent Ciavaglia, Leon Wong
, Vishnu Ram, Shihan Xiao, Xiang Shi, Xiangle Cheng, Albert Cabellos-Aparicio, Pere Barlet-Ros:
Network Digital Twin: Context, Enabling Technologies, and Opportunities. IEEE Commun. Mag. 60(11): 22-27 (2022) - [j3]Miquel Ferriol Galmés
, José Suárez-Varela
, Jordi Paillisse
, Xiang Shi
, Shihan Xiao, Xiangle Cheng
, Pere Barlet-Ros, Albert Cabellos-Aparicio:
Building a Digital Twin for network optimization using Graph Neural Networks. Comput. Networks 217: 109329 (2022) - [c7]Miquel Ferriol Galmés
, Xiangle Cheng, Xiang Shi, Shihan Xiao, Pere Barlet-Ros, Albert Cabellos-Aparicio:
FlowDT: A Flow-Aware Digital Twin for Computer Networks. ICASSP 2022: 8907-8911 - [c6]Miquel Ferriol Galmés
, Krzysztof Rusek
, José Suárez-Varela, Shihan Xiao, Xiang Shi, Xiangle Cheng, Bo Wu, Pere Barlet-Ros, Albert Cabellos-Aparicio:
RouteNet-Erlang: A Graph Neural Network for Network Performance Evaluation. INFOCOM 2022: 2018-2027 - [i10]Paul Almasan, Miquel Ferriol Galmés, Jordi Paillisse, José Suárez-Varela, Diego Perino, Diego R. López, Antonio Agustin Pastor Perales, Paul Harvey, Laurent Ciavaglia, Leon Wong, Vishnu Ram, Shihan Xiao, Xiang Shi, Xiangle Cheng, Albert Cabellos-Aparicio, Pere Barlet-Ros:
Digital Twin Network: Opportunities and Challenges. CoRR abs/2201.01144 (2022) - [i9]Miquel Ferriol Galmés, Krzysztof Rusek, José Suárez-Varela, Shihan Xiao, Xiangle Cheng, Pere Barlet-Ros, Albert Cabellos-Aparicio:
RouteNet-Erlang: A Graph Neural Network for Network Performance Evaluation. CoRR abs/2202.13956 (2022) - [i8]Paul Almasan, Miquel Ferriol Galmés
, Jordi Paillisse
, José Suárez-Varela, Diego Perino, Diego R. López, Antonio Agustin Pastor Perales, Paul Harvey, Laurent Ciavaglia, Leon Wong, Vishnu Ram, Shihan Xiao, Xiang Shi, Xiangle Cheng, Albert Cabellos-Aparicio, Pere Barlet-Ros:
Network Digital Twin: Context, Enabling Technologies and Opportunities. CoRR abs/2205.14206 (2022) - [i7]Miquel Ferriol Galmés
, Jordi Paillisse
, José Suárez-Varela, Krzysztof Rusek, Shihan Xiao, Xiang Shi, Xiangle Cheng, Pere Barlet-Ros, Albert Cabellos-Aparicio:
RouteNet-Fermi: Network Modeling with Graph Neural Networks. CoRR abs/2212.12070 (2022) - 2021
- [j2]José Suárez-Varela
, Miquel Ferriol Galmés
, Albert López, Paul Almasan
, Guillermo Bernárdez, David Pujol-Perich, Krzysztof Rusek
, Loïck Bonniot, Christoph Neumann, François Schnitzler, François Taïani, Martin Happ, Christian Maier, Jia Lei Du, Matthias Herlich
, Peter Dorfinger, Nick Vincent Hainke, Stefan Venz, Johannes Wegener, Henrike Wissing, Bo Wu, Shihan Xiao, Pere Barlet-Ros, Albert Cabellos-Aparicio:
The graph neural networking challenge: a worldwide competition for education in AI/ML for networks. Comput. Commun. Rev. 51(3): 9-16 (2021) - [j1]David Pujol-Perich, José Suárez-Varela
, Miquel Ferriol, Shihan Xiao, Bo Wu, Albert Cabellos-Aparicio, Pere Barlet-Ros:
IGNNITION: Bridging the Gap between Graph Neural Networks and Networking Systems. IEEE Netw. 35(6): 171-177 (2021) - [c5]Miquel Ferriol Galmés
, Albert Cabellos-Aparicio:
Decentralised Internet Infrastructure: Securing Inter-Domain Routing (DEMO). INFOCOM Workshops 2021: 1-2 - [c4]David Pujol-Perich, José Suárez-Varela
, Miquel Ferriol Galmés
, Bo Wu, Shihan Xiao, Xiangle Cheng, Albert Cabellos-Aparicio, Pere Barlet-Ros:
IGNNITION: fast prototyping of graph neural networks for communication networks. SIGCOMM Posters and Demos 2021: 71-73 - [i6]José Suárez-Varela, Miquel Ferriol Galmés, Albert López, Paul Almasan, Guillermo Bernárdez, David Pujol-Perich, Krzysztof Rusek, Loïck Bonniot, Christoph Neumann, François Schnitzler, François Taïani, Martin Happ, Christian Maier, Jia Lei Du, Matthias Herlich
, Peter Dorfinger, Nick Vincent Hainke, Stefan Venz, Johannes Wegener, Henrike Wissing, Bo Wu, Shihan Xiao, Pere Barlet-Ros, Albert Cabellos-Aparicio:
The Graph Neural Networking Challenge: A Worldwide Competition for Education in AI/ML for Networks. CoRR abs/2107.12433 (2021) - [i5]David Pujol-Perich, José Suárez-Varela, Miquel Ferriol, Shihan Xiao, Bo Wu, Albert Cabellos-Aparicio, Pere Barlet-Ros:
IGNNITION: Bridging the Gap Between Graph Neural Networks and Networking Systems. CoRR abs/2109.06715 (2021) - [i4]Miquel Ferriol Galmés, José Suárez-Varela, Krzysztof Rusek, Pere Barlet-Ros, Albert Cabellos-Aparicio:
Scaling Graph-based Deep Learning models to larger networks. CoRR abs/2110.01261 (2021) - [i3]José Suárez-Varela, Paul Almasan, Miquel Ferriol Galmés, Krzysztof Rusek, Fabien Geyer, Xiangle Cheng, Xiang Shi, Shihan Xiao, Franco Scarselli, Albert Cabellos-Aparicio, Pere Barlet-Ros:
Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities. CoRR abs/2112.14792 (2021) - 2020
- [c3]Miquel Ferriol Galmés
, Roger Coll Aumatell, Albert Cabellos-Aparicio, Shoushou Ren, Xinpeng Wei, Bingyang Liu:
Preventing Route Leaks using a Decentralized Approach: An Experimental Evaluation. ICNP 2020: 1-6 - [c2]Miquel Ferriol Galmés, Roger Coll Aumatell, Albert Cabellos-Aparicio, Shoushou Ren, Xinpeng Wei, Bingyang Liu:
Preventing Route Leaks using a Decentralized Approach. Networking 2020: 509-513 - [i2]Miquel Ferriol Galmés, José Suárez-Varela, Pere Barlet-Ros, Albert Cabellos-Aparicio:
Applying Graph-based Deep Learning To Realistic Network Scenarios. CoRR abs/2010.06686 (2020)
2010 – 2019
- 2018
- [c1]Jordi Paillisse
, Miquel Ferriol, Eric Garcia, Hamid Latif, Carlos Piris, Albert Lopez-Bresco, Brenden Kuerbis
, Alberto Rodríguez-Natal, Vina Ermagan, Fabio Maino, Albert Cabellos:
IPchain: Securing IP Prefix Allocation and Delegation with Blockchain. iThings/GreenCom/CPSCom/SmartData 2018: 1236-1243 - [i1]Jordi Paillisse, Miquel Ferriol, Eric Garcia, Hamid Latif, Carlos Piris, Albert Lopez-Bresco, Brenden Kuerbis, Alberto Rodríguez-Natal, Vina Ermagan, Fabio Maino, Albert Cabellos:
IPchain: Securing IP Prefix Allocation and Delegation with Blockchain. CoRR abs/1805.04439 (2018)
Coauthor Index
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