A Two-Stage Big Data Analytics Framework with Real World Applications Using Spark Machine Learning and Long Short-Term Memory Network

A Two-Stage Big Data Analytics Framework with Real World Applications Using Spark Machine Learning and Long Short-Term Memory Network

Every day we experience unprecedented data growth from numerous sources, which contribute to big data in terms of volume, velocity, and variability. These datasets again impose great challenges to analytics framework and computational resources, making the overall analysis difficult for extracting m...

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Bibliographic Details
Main Authors: Muhammad Ashfaq Khan, Md. Rezaul Karim, Yangwoo Kim
Format: Article
Language:English
Published: MDPI AG 2018-10-01
Series:Symmetry
Subjects:
big data
big data analytics
machine learning
deep learning
spark MLlib
multilayer perceptron
long short-term memory
Online Access:http://www.mdpi.com/2073-8994/10/10/485

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http://www.mdpi.com/2073-8994/10/10/485

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