Paola Soto

27 papers B 4Misc 1Journal 14Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Reference Functional Architecture for Network Digital Twins in 6G Systems.
IEEE Open J. Commun. Soc.
Ayat Zaki Hindi, Paola Soto, Germán Castellanos, Touhid Hossain Pritom, Gaetano Volpe, Iskander Zellagui, Burkhard Hensel, Julian Jimenez, Michele Marvulli, Luís Santos, Ayse Sayin, Jean-Sébastien Sottet, Wasim A. Ali, Inès El Korbi, Ion Turcanu, Andrey Belogaev, André Duarte, Ultan Kelly, Sumit Kumar, Georgy Myagkov, Stephen Parker, Mario Franke, Shajjad Hossain, Rajarshi Sanyal, Nida Shafi, Christoph Sommer, Miguel Camelo, Julien Baudouin, Régis Decorme, Maria Pia Fanti, Ramin Fuladi, Chris Murphy, Ana Pereira, Sidi Mohammed Senouci, Simon Pryor, Sébastien Faye
2025 — conf
A Functional Framework for Network Digital Twins.
EuCNC/6G Summit
Sébastien Faye, Paola Soto, Gaetano Volpe, Ayat Zaki Hindi, Burkhard Hensel, Germán Castellanos, Ion Turcanu, Christoph Sommer, Sidi Mohammed Senouci, Andrey Belogaev, Miguel Camelo
2025 J jnl
A Method to Compare Scaling Algorithms for Cloud-Based Services.
IEEE Trans. Cloud Comput.
Danny De Vleeschauwer, Chia-Yu Chang, Paola Soto, Yorick De Bock, Miguel Camelo, Koen De Schepper
2024 J jnl
Designing the Network Intelligence Stratum for 6G Networks.
CoRR
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
2024 J jnl
Designing the Network Intelligence Stratum for 6G networks.
Comput. Networks
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
2024 J jnl
Designing, Developing, and Validating Network Intelligence for Scaling in Service-Based Architectures based on Deep Reinforcement Learning.
CoRR
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
2024 — conf
Network Intelligence in Action: the DAEMON Perspective.
EuCNC/6G Summit
Livia Elena Chatzieleftheriou, Marco Gramaglia, Marco Fiore, Nina Slamnik-Krijestorac, Miguel Camelo, Paola Soto, Evangelos A. Kosmatos, Andres Garcia-Saavedra, Michele Gucciardo
2024 B conf
Policy Compression for Low-Power Intelligent Scaling in Software-Based Network Architectures.
NOMS
Thomas Avé, Paola Soto, Miguel Camelo, Tom De Schepper, Kevin Mets
2023 — conf
5GECO: A Cross-domain Intelligent Neutral Host Architecture for 5G and Beyond.
INFOCOM Workshops
João Francisco Nunes Pinheiro, Chia-Yu Chang, Tom Collins, Eric Smekens, Revaz Berozashvili, Adnan Shahid, Danny De Vleeschauwer, Paola Soto, Ingrid Moerman, Johann Marquez-Barja, Jens Buysse, Miguel Camelo
2023 J jnl
AI-Empowered Management and Orchestration of Vehicular Systems in the Beyond 5G Era.
IEEE Netw.
Nina Slamnik-Krijestorac, Miguel Camelo, Chia-Yu Chang, Paola Soto, Luca Cominardi, Danny De Vleeschauwer, Steven Latré, Johann M. Márquez-Barja
2023 J jnl
Improving Network Delay Predictions Using GNNs.
J. Netw. Syst. Manag.
Miquel Farreras, Paola Soto, Miguel Camelo, Lluís Fàbrega, Pere Vilà
2023 J jnl
Network Intelligence for NFV Scaling in Closed-Loop Architectures.
IEEE Commun. Mag.
Paola Soto, Miguel Camelo, Danny De Vleeschauwer, Yorick De Bock, Chia-Yu Chang, Juan Felipe Botero, Steven Latré
2023 — conf
Orchestration Procedures for the Network Intelligence Stratum in 6G Networks.
EuCNC/6G Summit
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
2023 B conf
Resource Allocation of Multi-User Workloads in Cloud and Edge Data-Centers Using Reinforcement Learning.
CNSM
Julian Jimenez, Paola Soto, Danny De Vleeschauwer, Chia-Yu Chang, Yorick De Bock, Steven Latré, Miguel Camelo
2022 J jnl
A General Approach for Traffic Classification in Wireless Networks Using Deep Learning.
IEEE Trans. Netw. Serv. Manag.
Miguel Camelo, Paola Soto, Steven Latré
2022 J jnl
A Methodology to Design Quantized Deep Neural Networks for Automatic Modulation Recognition.
Algorithms
David Góez, Paola Soto, Steven Latré, Natalia Gaviria, Miguel Camelo
2022 — conf
DAEMON: A Network Intelligence Plane for 6G Networks.
GLOBECOM (Workshops)
Miguel Camelo, Marco Gramaglia, Paola Soto, Lidia Fuentes, Joaquín Ballesteros, Antonio Bazco Nogueras, Gines Garcia-Aviles, Steven Latré, Andres Garcia-Saavedra, Marco Fiore
2022 B conf
Predicting network performance using GNNs: generalization to larger unseen networks.
NOMS
Miquel Farreras, Paola Soto, Miguel Camelo, Lluís Fàbrega, Pere Vilà
2021 J jnl
ATARI: A Graph Convolutional Neural Network Approach for Performance Prediction in Next-Generation WLANs.
Sensors
Paola Soto, Miguel Camelo, Kevin Mets, Francesc Wilhelmi, David Góez, Luis Alejandro Fletscher, Natalia Gaviria, Peter Hellinckx, Juan Felipe Botero, Steven Latré
2021 J jnl
Machine Learning for Performance Prediction of Channel Bonding in Next-Generation IEEE 802.11 WLANs.
CoRR
Francesc Wilhelmi, David Góez, Paola Soto, Ramon Vallés, Mohammad Alfaifi, Abdulrahman Algunayah, Jorge Martín-Pérez, Luigi Girletti, Rajasekar Mohan, K. Venkat Ramnan, Boris Bellalta
2021 — conf
Towards Autonomous VNF Auto-scaling using Deep Reinforcement Learning.
SDS
Paola Soto, Danny De Vleeschauwer, Miguel Camelo, Yorick De Bock, Koen De Schepper, Chia-Yu Chang, Peter Hellinckx, Juan Felipe Botero, Steven Latré
2020 B conf
Augmented Wi-Fi: An AI-based Wi-Fi Management Framework for Wi-Fi/LTE Coexistence.
CNSM
Paola Soto, Miguel Camelo, Jaron Fontaine, Merkebu Girmay, Adnan Shahid, Vasilis Maglogiannis, Eli De Poorter, Ingrid Moerman, Juan Felipe Botero, Steven Latré
2020 — conf
Detection of traffic patterns in the radio spectrum for cognitive wireless network management.
ICC
Miguel Camelo, Tom De Schepper, Paola Soto, Johann Marquez-Barja, Jeroen Famaey, Steven Latré
2019 J jnl
Resource Allocation Over EON-Based Infrastructures in a Network Virtualization Environment.
IEEE Trans. Netw. Serv. Manag.
Paola Soto, Pablo A. Maya, Juan Felipe Botero
2017 — conf
Optimal occupancy mapping of Virtual Networks over Elastic Optical infrastructures.
ICTON
Paola Soto, Juan Felipe Botero, Xavier Hesselbach
2016 J jnl
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.
Jorge López Vizcaíno, Paola Soto, Yabin Ye, Peter M. Krummrich
2013 Misc conf
Energy-efficient and low blocking probability differentiated quality of protection scheme for dynamic elastic optical networks.
SoftCOM
Jorge López Vizcaíno, Paola Soto, Yabin Ye, Felipe Jiménez, Peter M. Krummrich