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Paola Andrea Soto Arenas
Paola Andrea Soto Arenas
Sonstige NamenPaola Soto, Paola Soto-Arenas
PhD Researcher at IDLab, Universiteit Antwerpen
Bestätigte E-Mail-Adresse bei uantwerpen.be
Titel
Zitiert von
Zitiert von
Jahr
Resource allocation over EON-based infrastructures in a network virtualization environment
P Soto, P Maya, JF Botero
IEEE Transactions on Network and Service Management 16 (1), 13-26, 2018
212018
ATARI: A graph convolutional neural network approach for performance prediction in next-generation WLANs
P Soto, M Camelo, K Mets, F Wilhelmi, D Góez, LA Fletscher, N Gaviria, ...
Sensors 21 (13), 4321, 2021
202021
Differentiated quality of protection: an energy-and spectral-efficient resilience scheme for survivable static and dynamic optical transport networks with fixed-and flexible-grid
JL Vizcaíno, P Soto, Y Ye, PM Krummrich
Optical Switching and Networking 19, 78-96, 2016
172016
Requirements and Specifications for the Orchestration of Network Intelligence in 6G
M Camelo, L Cominardi, M Gramaglia, M Fiore, A Garcia-Saavedra, ...
2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC …, 2022
132022
A general approach for traffic classification in wireless networks using deep learning
M Camelo, P Soto, S Latré
IEEE Transactions on Network and Service Management 19 (4), 5044-5063, 2021
122021
Greedy randomized path-ranking virtual optical network embedding onto EON-based substrate networks
P Soto, JF Botero
2017 IEEE Colombian Conference on Communications and Computing (COLCOM), 1-6, 2017
112017
Energy-efficient and low blocking probability differentiated quality of protection scheme for dynamic elastic optical networks
JL Vizcaíno, P Soto, Y Ye, F Jiménez, PM Krummrich
2013 21st International Conference on Software, Telecommunications and …, 2013
112013
Towards autonomous VNF auto-scaling using deep reinforcement learning
P Soto, D De Vleeschauwer, M Camelo, Y De Bock, K De Schepper, ...
2021 Eighth International Conference on Software Defined Systems (SDS), 01-08, 2021
102021
Machine learning for performance prediction of channel bonding in next-generation IEEE 802.11 WLANs
F Wilhelmi, D Góez, P Soto, R Vallés, M Alfaifi, A Algunayah, ...
arXiv preprint arXiv:2105.14219, 2021
92021
Detection of traffic patterns in the radio spectrum for cognitive wireless network management
M Camelo, T De Schepper, P Soto, J Marquez-Barja, J Famaey, S Latré
ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-6, 2020
92020
Augmented wi-fi: An ai-based wi-fi management framework for wi-fi/lte coexistence
P Soto, M Camelo, J Fontaine, M Girmay, A Shahid, V Maglogiannis, ...
2020 16th International Conference on Network and Service Management (CNSM), 1-9, 2020
82020
Daemon: A network intelligence plane for 6g networks
M Camelo, M Gramaglia, P Soto, L Fuentes, J Ballesteros, ...
2022 IEEE Globecom Workshops (GC Wkshps), 1341-1346, 2022
52022
Realistic experimentation environments for intelligent and distributed management and orchestration (mano) in 5g and beyond
N Slamnik-Kriještorac, P Soto-Arenas, MC Botero, L Cominardi, S Latré, ...
2022 IEEE 19th Annual consumer communications & networking conference (CCNC …, 2022
52022
5geco: A cross-domain intelligent neutral host architecture for 5g and beyond
JFN Pinheiro, CY Chang, T Collins, E Smekens, R Berozashvili, A Shahid, ...
IEEE INFOCOM 2023-IEEE Conference on Computer Communications Workshops …, 2023
42023
Optimal occupancy mapping of virtual networks over elastic optical infrastructures
P Soto, JF Botero, X Hesselbach
2017 19th International Conference on Transparent Optical Networks (ICTON), 1-7, 2017
42017
Network Intelligence for NFV scaling in closed-loop architectures
P Soto, M Camelo, D De Vleeschauwer, Y De Bock, CY Chang, JF Botero, ...
IEEE Communications Magazine 61 (6), 66-72, 2023
32023
Orchestration Procedures for the Network Intelligence Stratum in 6G Networks
LE Chatzieleftheriou, M Gramaglia, M Camelo, A Garcia-Saavedra, ...
2023 Joint European Conference on Networks and Communications & 6G Summit …, 2023
22023
A methodology to design quantized deep neural networks for automatic modulation recognition
D Góez, P Soto, S Latré, N Gaviria, M Camelo
Algorithms 15 (12), 441, 2022
22022
Predicting network performance using GNNs: generalization to larger unseen networks
M Farreras, P Soto, M Camelo, L Fàbrega, P Vilà
NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium, 1-6, 2022
22022
AI-Empowered Management and Orchestration of Vehicular Systems in the Beyond 5G Era
N Siamnik-Kriještorac, M Camelo, CY Chang, P Soto, L Cominardi, ...
IEEE Network 37 (4), 305-313, 2023
12023
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