Title :
The Application of BP Neural Network in GridGain Grid Computing Environment
Author :
Mo, Zan ; He, Yunhui ; Wu, Guangwen ; Wu, Juhua
Author_Institution :
Sch. of Manage., Guangdong Univ. of Technol., Guangzhou, China
Abstract :
Grid technology is one of the best solutions for the growing calculation of BP neural network. This paper employs GridGain as the core to build a grid computing platform, and apply BP neural network in it. Then through an experiment to prove that it can significantly shorten computing time and promote running efficiency.
Keywords :
backpropagation; grid computing; neural nets; BP neural network; GridGain grid computing environment; artificial neural networks; grid technology; Artificial neural networks; Computer networks; Concurrent computing; Distributed computing; Grid computing; Helium; Neural networks; Neurons; Technology management; Testing;
Conference_Titel :
Measuring Technology and Mechatronics Automation (ICMTMA), 2010 International Conference on
Conference_Location :
Changsha City
Print_ISBN :
978-1-4244-5001-5
Electronic_ISBN :
978-1-4244-5739-7
DOI :
10.1109/ICMTMA.2010.507
