Parallel Machine Learning Algorithm Using Fine-Grained-Mode Spark on a Mesos Big Data Cloud Computing Software Framework for Mobile Robotic Intelligent Fault Recognition

Parallel Machine Learning Algorithm Using Fine-Grained-Mode Spark on a Mesos Big Data Cloud Computing Software Framework for Mobile Robotic Intelligent Fault Recognition

An accurate and efficient intelligent fault diagnosis of mobile robotic roller bearings can significantly enhance the reliability and safety of mechanical systems. To improve the efficiency of intelligent fault classification of mobile robotic roller bearings, this paper proposes a parallel machine...

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Bibliographic Details
Main Author: Guangming Xian
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Parallel machine learning algorithm
parallel support vector machine
mesos cluster manager
big data Spark
cloud computing software framework
empirical mode decomposition
Online Access:https://ieeexplore.ieee.org/document/9133591/

Internet

https://ieeexplore.ieee.org/document/9133591/

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