An intelligent traffic prediction framework for 5G network using SDN and fusion learning
Author:
Publisher
Springer Science and Business Media LLC
Subject
Computer Networks and Communications,Software
Link
https://link.springer.com/content/pdf/10.1007/s12083-021-01280-6.pdf
Reference24 articles.
1. Popovski P, Trillingsgaard KF, Simeone O, Durisi G (2018) 5G wireless network slicing for eMBB, URLLC, and mMTC: A communication-theoretic view. IEEE Access 6:55765–55779
2. Santos GL, Endo PT, Sadok D, Kelner J (2020) When 5G meets deep learning: a systematic review. Algorithms 13(9):208
3. Niknam S, Dhillon HS, Reed JH (2020) Federated learning for wireless communications: Motivation, opportunities, and challenges. IEEE Commun Mag 58(6):46–51
4. Huang Y, Qian L, Feng A, Yu N, Wu Y (2019) Short-term traffic prediction by two-level data driven model in 5G-enabled edge computing networks. IEEE Access 7:123981–123991
5. Subramanya T, Riggio R (2021) Centralized and federated learning for predictive VNF autoscaling in multi-domain 5G networks and beyond. IEEE Trans Netw Serv Manage 18(1):63–78
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