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2020 – today
- 2024
[j5]Faranaksadat Solat
, Sakshi Patni, Sunhwan Lim, Joohyung Lee:
Heterogeneous Privacy Level-Based Client Selection for Hybrid Federated and Centralized Learning in Mobile Edge Computing. IEEE Access 12: 108556-108572 (2024)- [j4]Minsu Na, Suhyun Cho, Faranaksadat Solat, Taeheum Na, Joohyung Lee:
Energy-Efficient Hybrid Federated and Centralized Learning for Edge-Based Wireless Traffic Prediction in Aerial Networks. IEEE Access 12: 130983-130994 (2024) - [j3]Joohyung Lee, Faranaksadat Solat, Tae Yeon Kim, H. Vincent Poor:
Federated Learning-Empowered Mobile Network Management for 5G and Beyond Networks: From Access to Core. IEEE Commun. Surv. Tutorials 26(3): 2176-2212 (2024) - [j2]Faranaksadat Solat, Joohyung Lee, Dusit Niyato:
Split Federated Learning-Empowered Energy-Efficient Mobile Traffic Prediction Over UAVs. IEEE Wirel. Commun. Lett. 13(11): 3064-3068 (2024) - 2023
- [j1]Faranaksadat Solat, Tae Yeon Kim, Joohyung Lee:
A novel group management scheme of clustered federated learning for mobile traffic prediction in mobile edge computing systems. J. Commun. Networks 25(4): 480-490 (2023)
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