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2020 – today
- 2024
[j9]Paola Soto
, Miguel Camelo, Gines Garcia-Aviles, Esteban Municio, Marco Gramaglia, Evangelos A. Kosmatos, Nina Slamnik-Krijestorac, Danny De Vleeschauwer, Antonio Bazco Nogueras, Lidia Fuentes, Joaquín Ballesteros, Andra Lutu, Luca Cominardi, Ivan Paez, Sergi Alcalá-Marín, Livia Elena Chatzieleftheriou, Andres Garcia-Saavedra, Marco Fiore:
Designing the Network Intelligence Stratum for 6G networks. Comput. Networks 254: 110780 (2024)- [c14]Livia Elena Chatzieleftheriou, Marco Gramaglia, Marco Fiore, Nina Slamnik-Krijestorac, Miguel Camelo, Paola Soto, Evangelos A. Kosmatos, Andres Garcia-Saavedra, Michele Gucciardo:
Network Intelligence in Action: the DAEMON Perspective. EuCNC/6G Summit 2024: 759-764 - [c13]Thomas Avé, Paola Soto, Miguel Camelo, Tom De Schepper, Kevin Mets:
Policy Compression for Low-Power Intelligent Scaling in Software-Based Network Architectures. NOMS 2024: 1-7 - [i3]Paola Soto, Miguel Camelo, Gines Garcia-Aviles, Esteban Municio, Marco Gramaglia, Evangelos A. Kosmatos, Nina Slamnik-Krijestorac, Danny De Vleeschauwer, Antonio Bazco Nogueras, Lidia Fuentes, Joaquín Ballesteros, Andra Lutu, Luca Cominardi, Ivan Paez, Sergi Alcalá-Marín, Livia Elena Chatzieleftheriou, Andres Garcia-Saavedra, Marco Fiore:
Designing the Network Intelligence Stratum for 6G Networks. CoRR abs/2405.04432 (2024) - [i2]Paola Soto, Miguel Camelo, Danny De Vleeschauwer, Yorick De Bock, Nina Slamnik-Krijestorac, Chia-Yu Chang, Natalia Gaviria, Erik Mannens, Juan Felipe Botero, Steven Latré:
Designing, Developing, and Validating Network Intelligence for Scaling in Service-Based Architectures based on Deep Reinforcement Learning. CoRR abs/2405.04441 (2024) - 2023
- [j8]Paola Soto, Miguel Camelo, Danny De Vleeschauwer, Yorick De Bock, Chia-Yu Chang, Juan Felipe Botero, Steven Latré:
Network Intelligence for NFV Scaling in Closed-Loop Architectures. IEEE Commun. Mag. 61(6): 66-72 (2023) - [j7]Miquel Farreras, Paola Soto, Miguel Camelo, Lluís Fàbrega, Pere Vilà:
Improving Network Delay Predictions Using GNNs. J. Netw. Syst. Manag. 31(3): 65 (2023) - [j6]Nina Slamnik-Krijestorac, Miguel Camelo, Chia-Yu Chang, Paola Soto, Luca Cominardi, Danny De Vleeschauwer, Steven Latré, Johann M. Márquez-Barja:
AI-Empowered Management and Orchestration of Vehicular Systems in the Beyond 5G Era. IEEE Netw. 37(4): 305-313 (2023) - [c12]Julian Jimenez, Paola Soto, Danny De Vleeschauwer, Chia-Yu Chang, Yorick De Bock, Steven Latré, Miguel Camelo:
Resource Allocation of Multi-User Workloads in Cloud and Edge Data-Centers Using Reinforcement Learning. CNSM 2023: 1-5 - [c11]Livia Elena Chatzieleftheriou, Marco Gramaglia, Miguel Camelo, Andres Garcia-Saavedra, Evangelos A. Kosmatos, Michele Gucciardo, Paola Soto, George Iosifidis, Lidia Fuentes, Gines Garcia-Aviles, Andra Lutu, Gabriele Baldoni, Marco Fiore:
Orchestration Procedures for the Network Intelligence Stratum in 6G Networks. EuCNC/6G Summit 2023: 347-352 - [c10]João Francisco Nunes Pinheiro, Chia-Yu Chang, Tom Collins, Eric Smekens, Revaz Berozashvili, Adnan Shahid, Danny De Vleeschauwer, Paola Soto, Ingrid Moerman, Johann Márquez-Barja, Jens Buysse, Miguel Camelo:
5GECO: A Cross-domain Intelligent Neutral Host Architecture for 5G and Beyond. INFOCOM Workshops 2023: 1-6 - 2022
- [j5]David Góez, Paola Soto, Steven Latré, Natalia Gaviria, Miguel Camelo:
A Methodology to Design Quantized Deep Neural Networks for Automatic Modulation Recognition. Algorithms 15(12): 441 (2022) - [j4]Miguel Camelo, Paola Soto, Steven Latré:
A General Approach for Traffic Classification in Wireless Networks Using Deep Learning. IEEE Trans. Netw. Serv. Manag. 19(4): 5044-5063 (2022) - [c9]Miguel Camelo, Luca Cominardi, Marco Gramaglia, Marco Fiore, Andres Garcia-Saavedra, Lidia Fuentes, Danny De Vleeschauwer, Paola Soto-Arenas, Nina Slamnik-Krijestorac, Joaquín Ballesteros, Chia-Yu Chang, Gabriele Baldoni, Johann M. Márquez-Barja, Peter Hellinckx, Steven Latré:
Requirements and Specifications for the Orchestration of Network Intelligence in 6G. CCNC 2022: 1-9 - [c8]Nina Slamnik-Krijestorac, Paola Soto-Arenas, Miguel Camelo Botero, Luca Cominardi, Steven Latré, Johann M. Márquez-Barja:
Realistic Experimentation Environments for Intelligent and Distributed Management and Orchestration (MANO) in 5G and beyond. CCNC 2022: 943-944 - [c7]Miguel Camelo, Marco Gramaglia, Paola Soto, Lidia Fuentes, Joaquín Ballesteros, Antonio Bazco Nogueras, Gines Garcia-Aviles, Steven Latré, Andres Garcia-Saavedra, Marco Fiore:
DAEMON: A Network Intelligence Plane for 6G Networks. GLOBECOM (Workshops) 2022: 1341-1346 - [c6]Miquel Farreras, Paola Soto, Miguel Camelo, Lluís Fàbrega, Pere Vilà:
Predicting network performance using GNNs: generalization to larger unseen networks. NOMS 2022: 1-6 - 2021
- [j3]Paola Soto, Miguel Camelo, Kevin Mets, Francesc Wilhelmi, David Góez, Luis Alejandro Fletscher, Natalia Gaviria, Peter Hellinckx, Juan Felipe Botero, Steven Latré:
ATARI: A Graph Convolutional Neural Network Approach for Performance Prediction in Next-Generation WLANs. Sensors 21(13): 4321 (2021) - [c5]Paola Soto, Danny De Vleeschauwer, Miguel Camelo, Yorick De Bock, Koen De Schepper, Chia-Yu Chang, Peter Hellinckx, Juan Felipe Botero, Steven Latré:
Towards Autonomous VNF Auto-scaling using Deep Reinforcement Learning. SDS 2021: 1-8 - [i1]Francesc Wilhelmi, David Góez, Paola Soto, Ramon Vallés, Mohammad Alfaifi, Abdulrahman Algunayah, Jorge Martín-Pérez, Luigi Girletti, Rajasekar Mohan, K. Venkat Ramnan, Boris Bellalta:
Machine Learning for Performance Prediction of Channel Bonding in Next-Generation IEEE 802.11 WLANs. CoRR abs/2105.14219 (2021) - 2020
- [c4]Paola Soto, Miguel Camelo, Jaron Fontaine, Merkebu Girmay, Adnan Shahid, Vasilis Maglogiannis, Eli De Poorter, Ingrid Moerman, Juan Felipe Botero, Steven Latré:
Augmented Wi-Fi: An AI-based Wi-Fi Management Framework for Wi-Fi/LTE Coexistence. CNSM 2020: 1-9 - [c3]Miguel Camelo, Tom De Schepper, Paola Soto, Johann Márquez-Barja, Jeroen Famaey, Steven Latré:
Detection of traffic patterns in the radio spectrum for cognitive wireless network management. ICC 2020: 1-6
2010 – 2019
- 2019
- [j2]Paola Soto, Pablo A. Maya, Juan Felipe Botero:
Resource Allocation Over EON-Based Infrastructures in a Network Virtualization Environment. IEEE Trans. Netw. Serv. Manag. 16(1): 13-26 (2019) - 2017
- [c2]Paola Soto, Juan Felipe Botero, Xavier Hesselbach:
Optimal occupancy mapping of Virtual Networks over Elastic Optical infrastructures. ICTON 2017: 1-7 - 2016
- [j1]Jorge López Vizcaíno, Paola Soto, Yabin Ye, Peter M. Krummrich:
Differentiated quality of protection: An energy- and spectral-efficient resilience scheme for survivable static and dynamic optical transport networks with fixed- and flexible-grid. Opt. Switch. Netw. 19: 78-96 (2016) - 2013
- [c1]Jorge López Vizcaíno, Paola Soto, Yabin Ye, Felipe Jiménez, Peter M. Krummrich:
Energy-efficient and low blocking probability differentiated quality of protection scheme for dynamic elastic optical networks. SoftCOM 2013: 1-5
Coauthor Index
aka: Miguel Camelo Botero
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