Paola Soto

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 22

Top Topics

Sparsely Connected

Wireless Networks

Reinforcement Learning

Resource Allocation

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

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)
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 (2024)
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 (2024)
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)
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)
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) (2023)
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)
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)
Miquel Farreras, Paola Soto, Miguel Camelo, Lluís Fàbrega, Pere Vilà
Improving Network Delay Predictions Using GNNs. J. Netw. Syst. Manag. 31 (3) (2023)
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) (2023)
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) (2022)
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) (2022)
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)
Miquel Farreras, Paola Soto, Miguel Camelo, Lluís Fàbrega, Pere Vilà
Predicting network performance using GNNs: generalization to larger unseen networks. NOMS (2022)
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) (2021)
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 (2021)
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)
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)
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)
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) (2019)
Paola Soto, Juan Felipe Botero, Xavier Hesselbach
Optimal occupancy mapping of Virtual Networks over Elastic Optical infrastructures. ICTON (2017)
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 (2016)
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)