A Parameter Communication Optimization Strategy for Distributed Machine Learning in Sensors

In order to utilize the distributed characteristic of sensors, distributed machine learning has become the mainstream approach, but the different computing capability of sensors and network delays greatly influence the accuracy and the convergence rate of the machine learning model. Our paper descri...

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Detalles Bibliográficos
Autores principales: Zhang, Jilin, Tu, Hangdi, Ren, Yongjian, Wan, Jian, Zhou, Li, Li, Mingwei, Wang, Jue, Yu, Lifeng, Zhao, Chang, Zhang, Lei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5677357/
https://www.ncbi.nlm.nih.gov/pubmed/28934163
http://dx.doi.org/10.3390/s17102172

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5677357/
https://www.ncbi.nlm.nih.gov/pubmed/28934163
http://dx.doi.org/10.3390/s17102172

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