Graph Split Federated Learning for Distributed Large-Scale AIoT in Smart Cities

Graph Split Federated Learning for Distributed Large-Scale AIoT in Smart Cities

The rise of smart cities has leveraged the power of Internet of Things devices to transform urban services. A key element of this transformation is the widespread deployment of IoT devices for data collection, which feeds into machine learning algorithms to improve city services. However, the centra...

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Bibliographic Details
Main Authors: Hanyue Xu, Kah Phooi Seng, Li-Minn Ang, Wei Wang, Jeremy Smith
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Open Journal of the Computer Society
Subjects:
Split federated learning
graph convolution neural networks
artificial intelligence internet of things
distributed collaborative machine learning
passenger demand forecasting
Online Access:https://ieeexplore.ieee.org/document/11050992/
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