IDLab

Publications

Optimized resource allocation for cloud-native 6G networks: zero-touch ML models in microservices-based VNF deployments

Source
IEEE network - ISSN 0890-8044- (2024) p. 1-8
Author(s)
    Swarna Bindu Chetty, Avishek Nag, Ahmed Al-Tahmeesschi, Qiao Wang, Berk Canberk, Johann Marquez-Barja, Hamed Ahmadi

Improving the robustness of machine learning-based tasks through optimal model selection using data quality

Source
Antwerp, University of Antwerp, Faculty of Applied Engineering, 2024,x, 136 p.
Author(s)

Integrating nApps in 5G for verticals : architecture innovation and technology enablers

Source
IEEE communications magazine - ISSN 0163-6804- (2024) p.
Author(s)
    X. Li, A. Mesodiakaki, M. Gatzianas, G. Kalfas, A. Charismiadis, D. Tsolkas, L. Zanzi, A. Salkintzis, D. Warren, Andreas Gavrielides, M. Sophocleous, M. Gramaglia, A. Gavras, T. Cogalan, H. Lee, O. Bulakci

Integrating network digital twinning into future AI-based 6G systems : the 6G-TWIN vision

Source
Networks and Communications (EuCNC), European Conference on- (2024) p. 883-888
Author(s)
    Sebastien Faye, Miguel Camelo, Jean-Sebastien Sottet, Christoph Sommer, Mario Franke, Julien Baudouin, German Castellanos, Regis Decorme, Maria Pia Fanti, Ramin Fuladi, Gunes Kesik, Beatriz Mendes, Chris Murphy, Stephen Parker, Simon Pryor, Sidi Mohammed Senouci, Ion Turcanu

Designing the Network Intelligence Stratum for 6G networks

Source
Computer networks - ISSN 1389-1286-254 (2024) p. 1-24
Author(s)
    Paola Andrea Soto-Arenas, Miguel Camelo, Gines Garcia-Aviles, Esteban Municio, Marco Gramaglia, Evangelos Kosmatos, Danny De Vleeschauwer, Antonio Bazco-Nogueras, Lidia Fuentes, Joaquin Ballesteros, Andra Lutu, Luca Cominardi, Ivan Paez, Sergi Alcala-Marin, Livia Elena Chatzieleftheriou, Andres Garcia-Saavedra, Marco Fiore

Location optimization and resource allocation of IRS in a multi-user indoor mmWave VR network

Source
IEEE Wireless Communications and Networking Conference : WCNC- (2024) p. 1-6
Author(s)

ABL : leveraging millimeter wave pulses for low latency IoT networking

Source
IEEE Workshop on Crystal-Free/-Less Radio and System-Based Research for, IoT (CrystalFreeIoT), MAY 14-14, 2024, Hong Kong, Hong Kong- (2024) p. 30-35
Author(s)

Deep learning for healthcare : web-microservices system ready for chest pathology detection

Source
12th World Conference on Information Systems and Technologies, (WorldCIST), MAR 26-28, 2024, Lodz Univ Tech, Lodz Univ Tech, Lodz, Poland-986 (2024) p. 158-169
Author(s)
    Sebastian Quevedo, Hamed Behzadi Khormouji, Federico Dominguez, Enrique Pelaez