SFI2 published PAPERS

SFI2 Published Papers

[1]  Joberto S. B. Martins et al., “Enhancing Network Slicing Architectures with Machine Learning, Security, Sustainability and Experimental Networks Integration,” IEEE Access, vol. 11, pp. 1–20, 2023, doi: 10.1109/ACCESS.2023.3292788.


[2] Adnei Donatti et al., “Survey on Machine Learning-Enabled Network Slicing: Covering the Entire Life Cycle,” IEEE Transactions on Network and Service Management, pp. 1–1, 2023, doi: 10.1109/TNSM.2023.3287651.


[3] Miranda Junior, G.; Macedo, Daniel Fernandes; Marquez-Barja, J.  Estimating Video on Demand QoE from Network QoS through ICMP Probes. IEEE Transactions on Network and Service Management, 2022. 


[4] Pires Junior, William; de Almeida, Gabriel; Correa, Sand; Both, Cristiano; Pinto, Leizer; Cardoso, Kleber. Bi-objective Optimization for Energy Efficiency and Centralization Level in Virtualized RAN. In: IEEE International Conference on Communications, IEEE ICC'22 - MWN Symposium, 2022, Seoul.


[5] Esper, João Paulo; B. L. Monção, Ana Claudia; Rodrigues, Karlla B. C.; B. Both, Cristiano; Corrêa, Sand L.; Cardoso, Kleber V.  QoE-DASH: DASH QoE Performance Evaluation Tool for Edge-Cache and Recommendation. In: IEEE International Conference on Communications, IEEE ICC'22 - CSM Symposium, 2022, Seoul. 


[6] Miranda Junior, G.; Municio, E.; Marquez-Barja, J.; Macedo, Daniel Fernandes. Machine Learning-based End-to-End QoE Monitoring Using Active Network Probing. In: 25th Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN), 2022, Paris. 25th Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN), 2022. 


[7] J. F. Santos, D. d. S. Brilhante, J. F. de Rezende, N. Marchetti, M. Ruffini and L. A. D. Silva, "Optimal Embedding of Heterogeneous RAN Slices for Secure and Technology-agnostic RANaaS," in IEEE Transactions on Network and Service Management, 2022, doi: 10.1109/TNSM.2022.3187353.


[8] Lins, Silvia; Cardoso, Kleber Vieira; Both, Cristiano Bonato; Mendes, Luciano; De Rezende, Jose F.; Silveira, Antonio; Linder, Neiva; Klautau, Aldebaro. Artificial Intelligence for Enhanced Mobility and 5G Connectivity in UAV-Based Critical Missions. IEEE Access, v. 9, p. 111792-111801, 2021. 


[9] Dias, Gustavo Neves; Rezende, José Ferreira; Ciuffo, Leandro Neumann; Machado, Iara; Silva, Flavio de Oliveira; de Brito, Tereza Cristina; Martins, Joberto S. B.; Sampaio, leobino; Redigolo, Fernando F.; Abelem, Antonio Jorge Gomes (2019). SFI2 - Slicing Future Internet Infrastructures project. Presented at the Global Experimentation for Future Internet (GEFI) 2019 Workshop (GEFI), Coimbra, Portugal: Zenodo. http://doi.org/10.5281/zenodo.3533769.