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

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...

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Bibliographic Details

Published in:	2022 IEEE 16th International Conference on Advanced Trends in Radioelectronics, Telecommunications and Computer Engineering (TCSET) pp. 248 - 252
Main Authors:	Klymash, Mykhailo, Hordiichuk-Bublivska, Olena, Kyryk, Marian, Fabri, Liudvih, Kopets, Halyna
Format:	Conference Proceeding
Language:	English
Published:	IEEE 22-02-2022
Subjects:	Big Data Federated Machine Learning Industrial Internet of Things Machine learning Machine learning algorithms Prediction algorithms Recommender Systems Singular Value Decomposition Software Software algorithms Telecommunications
Online Access:	Get full text
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