Parallel Machine Learning Algorithm Using Fine-Grained-Mode Spark on a Mesos Big Data Cloud Computing Software Framework for Mobile Robotic Intelligent Fault Recognition - Xian, Guangming (IEEE access, 2020)
Keywords: Acceleration; Accuracy; Algorithms; Belief networks; Big Data; big data Spark; Classification; Cloud computing; cloud computing software framework; empirical mode decomposition; Fault detection; Fault diagnosis; Feature extraction; Frequencies; intelligent fault recognition; Machine learning; Machine learning algorithms; Mechanical systems; mesos cluster manager; mobile robotic roller bearing; Neural networks; Nodes; parallel deep belief network; Parallel machine learning algorithm; Parallel processing; parallel support vector machine; Radial basis function; Robotics; Robots; Roller bearings; Rolling bearings; Segmentation; Software; Sparks; Support vector machines; Vibration