Federated Learning with Correlated Data: Taming the Tail for Age-Optimal Industrial IoT

2021 19th International Symposium on Modeling and Optimization in Mobile, Ad hoc, and Wireless Networks (WiOpt)（2021）

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摘要

While information delivery in industrial Internet of things demands reliability and latency guarantees, the freshness of the controller’s available information, measured by the age of information (AoI), is paramount for high-performing industrial automation. The problem in this work is cast as a sensor’s transmit power minimization subject to the peak-Aol requirement and a probabilistic constraint...

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关键词

Training,Wireless networks,Training data,Collaborative work,Minimization,Numerical models,Resource management

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