Core network traffic prediction based on vertical federated learning and split learning

Core network traffic prediction based on vertical federated learning and split learning

Abstract Wireless traffic prediction is vital for intelligent cellular network operations, such as load-aware resource management and predictive control. Traditional centralized training addresses this but poses issues like excessive data transmission, disregarding delays, and user privacy. Traditio...

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Bibliographic Details
Main Authors: Pengyu Li, Chengwei Guo, Yanxia Xing, Yingji Shi, Lei Feng, Fanqin Zhou
Format: Article
Language:English
Published: Nature Portfolio 2024-02-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-53193-y

Internet

https://doi.org/10.1038/s41598-024-53193-y

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