Energy-efficient and low blocking probability differentiated quality of protection scheme for dynamic elastic optical networks. - Jorge López Vizcaíno; Paola Soto; Yabin Ye; Felipe Jiménez 001; Peter M. Krummrich (SoftCOM, 2013)

Differentiated quality of protection: An energy- and spectral-efficient resilience scheme for survivable static and dynamic optical transport networks with fixed- and flexible-grid. - Jorge López Vizcaíno; Paola Soto; Yabin Ye; Peter M. Krummrich (Opt. Switch. Netw., 2016)

Optimal occupancy mapping of Virtual Networks over Elastic Optical infrastructures. - Paola Soto; Juan Felipe Botero; Xavier Hesselbach (ICTON, 2017)

Resource Allocation Over EON-Based Infrastructures in a Network Virtualization Environment. - Paola Soto; Pablo A. Maya; Juan Felipe Botero (IEEE Trans. Netw. Serv. Manag., 2019)

Augmented Wi-Fi: An AI-based Wi-Fi Management Framework for Wi-Fi/LTE Coexistence. - Paola Soto; Miguel Camelo; Jaron Fontaine; Merkebu Girmay; Adnan Shahid; Vasilis Maglogiannis; Eli De Poorter; Ingrid Moerman; Juan Felipe Botero; Steven Latré (CNSM, 2020)

Detection of traffic patterns in the radio spectrum for cognitive wireless network management. - Miguel Camelo; Tom De Schepper; Paola Soto; Johann Márquez-Barja; Jeroen Famaey; Steven Latré (ICC, 2020)

Towards Autonomous VNF Auto-scaling using Deep Reinforcement Learning. - Paola Soto; Danny De Vleeschauwer; Miguel Camelo; Yorick De Bock; Koen De Schepper; Chia-Yu Chang; Peter Hellinckx; Juan Felipe Botero; Steven Latré (SDS, 2021)

Machine Learning for Performance Prediction of Channel Bonding in Next-Generation IEEE 802.11 WLANs. - Francesc Wilhelmi; David Góez; Paola Soto; Ramon Vallés; Mohammad Alfaifi; Abdulrahman Algunayah; Jorge Martín-Pérez; Luigi Girletti; Rajasekar Mohan; K. Venkat Ramnan; Boris Bellalta (CoRR, 2021)

ATARI: A Graph Convolutional Neural Network Approach for Performance Prediction in Next-Generation WLANs. - Paola Soto; Miguel Camelo; Kevin Mets; Francesc Wilhelmi; David Góez; Luis Alejandro Fletscher; Natalia Gaviria; Peter Hellinckx; Juan Felipe Botero; Steven Latré (Sensors, 2021)

Requirements and Specifications for the Orchestration of Network Intelligence in 6G. - Miguel Camelo; Luca Cominardi; Marco Gramaglia; Marco Fiore 001; Andres Garcia-Saavedra; Lidia Fuentes; Danny De Vleeschauwer; Paola Soto-Arenas; Nina Slamnik-Krijestorac; Joaquín Ballesteros; Chia-Yu Chang; Gabriele Baldoni; et al. (CCNC, 2022)

Realistic Experimentation Environments for Intelligent and Distributed Management and Orchestration (MANO) in 5G and beyond. - Nina Slamnik-Krijestorac; Paola Soto-Arenas; Miguel Camelo Botero; Luca Cominardi; Steven Latré; Johann M. Márquez-Barja (CCNC, 2022)

DAEMON: A Network Intelligence Plane for 6G Networks. - Miguel Camelo; Marco Gramaglia; Paola Soto; Lidia Fuentes; Joaquín Ballesteros; Antonio Bazco Nogueras; Gines Garcia-Aviles; Steven Latré; Andres Garcia-Saavedra; Marco Fiore 001 (GLOBECOM (Workshops), 2022)

Predicting network performance using GNNs: generalization to larger unseen networks. - Miquel Farreras; Paola Soto; Miguel Camelo; Lluís Fàbrega; Pere Vilà (NOMS, 2022)

A Methodology to Design Quantized Deep Neural Networks for Automatic Modulation Recognition. - David Góez; Paola Soto; Steven Latré; Natalia Gaviria; Miguel Camelo (Algorithms, 2022)

A General Approach for Traffic Classification in Wireless Networks Using Deep Learning. - Miguel Camelo; Paola Soto; Steven Latré (IEEE Trans. Netw. Serv. Manag., 2022)

Resource Allocation of Multi-User Workloads in Cloud and Edge Data-Centers Using Reinforcement Learning. - Julian Jimenez; Paola Soto; Danny De Vleeschauwer; Chia-Yu Chang; Yorick De Bock; Steven Latré; Miguel Camelo (CNSM, 2023)

Orchestration Procedures for the Network Intelligence Stratum in 6G Networks. - 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; et al. (EuCNC/6G Summit, 2023)

5GECO: A Cross-domain Intelligent Neutral Host Architecture for 5G and Beyond. - 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 (INFOCOM Workshops, 2023)

AI-Empowered Management and Orchestration of Vehicular Systems in the Beyond 5G Era. - Nina Slamnik-Krijestorac; Miguel Camelo; Chia-Yu Chang; Paola Soto; Luca Cominardi; Danny De Vleeschauwer; Steven Latré; Johann M. Márquez-Barja (IEEE Netw., 2023)

Network Intelligence for NFV Scaling in Closed-Loop Architectures. - Paola Soto; Miguel Camelo; Danny De Vleeschauwer; Yorick De Bock; Chia-Yu Chang; Juan Felipe Botero; Steven Latré (IEEE Commun. Mag., 2023)

Improving Network Delay Predictions Using GNNs. - Miquel Farreras; Paola Soto; Miguel Camelo; Lluís Fàbrega; Pere Vilà (J. Netw. Syst. Manag., 2023)

Network Intelligence in Action: the DAEMON Perspective. - Livia Elena Chatzieleftheriou; Marco Gramaglia; Marco Fiore 001; Nina Slamnik-Krijestorac; Miguel Camelo; Paola Soto; Evangelos A. Kosmatos; Andres Garcia-Saavedra; Michele Gucciardo (EuCNC/6G Summit, 2024)

Policy Compression for Low-Power Intelligent Scaling in Software-Based Network Architectures. - Thomas Avé; Paola Soto; Miguel Camelo; Tom De Schepper; Kevin Mets (NOMS, 2024)

Designing the Network Intelligence Stratum for 6G 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; et al. (Comput. Networks, 2024)

Designing, Developing, and Validating Network Intelligence for Scaling in Service-Based Architectures based on Deep Reinforcement Learning. - 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 (CoRR, 2024)

A Functional Framework for Network Digital Twins. - Sébastien Faye; Paola Soto; Gaetano Volpe; Ayat Zaki-Hindi; Burkhard Hensel; German Castellanos; Ion Turcanu; Christoph Sommer 001; Sidi Mohammed Senouci; Andrey Belogaev; Miguel Camelo (EuCNC/6G Summit, 2025)

A Method to Compare Scaling Algorithms for Cloud-Based Services. - Danny De Vleeschauwer; Chia-Yu Chang; Paola Soto; Yorick De Bock; Miguel Camelo; Koen De Schepper (IEEE Trans. Cloud Comput., 2025)