Paola Soto

According to our database, Paola Soto authored at least 25 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

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, Luca Cominardi, Ivan Paez, Sergi Alcalá-Marín, Livia Elena Chatzieleftheriou, Andres Garcia-Saavedra, Marco Fiore

Comput. Networks, 2024

Policy Compression for Low-Power Intelligent Scaling in Software-Based Network Architectures.

Thomas Avé, Paola Soto, Miguel Camelo, Tom De Schepper, Kevin Mets

Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

Network Intelligence in Action: the DAEMON Perspective.

Livia Elena Chatzieleftheriou, Marco Gramaglia, Marco Fiore, Nina Slamnik-Krijestorac, Miguel Camelo, Paola Soto, Evangelos A. Kosmatos, Andres Garcia-Saavedra, Michele Gucciardo

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2024

2023

Improving Network Delay Predictions Using GNNs.

Miquel Farreras, Paola Soto, Miguel Camelo, Lluís Fàbrega, Pere Vilà

J. Netw. Syst. Manag., July, 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., June, 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

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

Proceedings of the IEEE INFOCOM 2023, 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, Marco Fiore

Proceedings of the 2023 Joint European Conference on Networks and Communications & 6G Summit, 2023

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

Proceedings of the 19th International Conference on Network and Service Management, 2023

2022

A General Approach for Traffic Classification in Wireless Networks Using Deep Learning.

Miguel Camelo, Paola Soto, Steven Latré

IEEE Trans. Netw. Serv. Manag., December, 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

Predicting network performance using GNNs: generalization to larger unseen networks.

Miquel Farreras, Paola Soto, Miguel Camelo, Lluís Fàbrega, Pere Vilà

Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 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

Proceedings of the IEEE Globecom 2022 Workshops, 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

Proceedings of the 19th IEEE Annual Consumer Communications & Networking Conference, 2022

Requirements and Specifications for the Orchestration of Network Intelligence in 6G.

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

Proceedings of the 19th IEEE Annual Consumer Communications & Networking Conference, 2022

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

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

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

Proceedings of the Eighth International Conference on Software Defined Systems, 2021

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

Proceedings of the 2020 IEEE International Conference on Communications, 2020

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

Proceedings of the 16th International Conference on Network and Service Management, 2020

2019

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

2017

Optimal occupancy mapping of Virtual Networks over Elastic Optical infrastructures.

Paola Soto, Juan Felipe Botero, Xavier Hesselbach

Proceedings of the 2017 19th International Conference on Transparent Optical Networks (ICTON), 2017

2016

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

2013

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, Peter M. Krummrich

Proceedings of the 21st International Conference on Software, 2013