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Paola Soto
ORCID
Publication Activity (10 Years)
Years Active: 2013-2023
Publications (10 Years): 18
Top Topics
Reinforcement Learning
Transport Network
Traffic Patterns
Sparsely Connected
Top Venues
IEEE Trans. Netw. Serv. Manag.
CNSM
CoRR
ICC
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Publications
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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)