Big Data Analysis in IIoT Systems Using the Federated Machine Learning Method

Mykhailo Klymash,Olena Hordiichuk-Bublivska,Marian Kyryk,Liudvih Fabri, Halyna Kopets

2022 IEEE 16th International Conference on Advanced Trends in Radioelectronics, Telecommunications and Computer Engineering (TCSET)（2022）

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摘要

The problem of effective Big Data processing in the Industrial Internet of Things was investigated in the work. The method of Federated Machine Learning as a tool for the analysis of large volumes of information in IIoT was described. The algorithm of Singular Value Decomposition was analyzed, which effectively analyzes the user data and the possibility of its modification. The increase of computa...

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关键词

Machine learning algorithms,Software algorithms,Machine learning,Big Data,Prediction algorithms,Software,Telecommunications

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