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Proceedings of Annual Conference of China Institute of Communications (CIC 2009 E-BOOK)

Guangzhou,China,11.26-11.27，2009

ISBN: 978-1-935068-10-5 Scientific Research Publishing, USA

E-Book 604pp Pub. Date: March 2010

Category: Computer Science & Communications

Price: $80

Title: The Study on the Prediction of Dynamic Workload of the Network Equipment
Source: Proceedings of Annual Conference of China Institute of Communications (CIC 2009 E-BOOK) (pp 69-72)
Author(s): Jing Zhang, Campus Network Center, Panzhihua University, Panzhihua, China, 617000
Abstract: The prediction of the workload of the network equipment can help to keep abreast of the operation of the equipment, ensure the stable operation of the network and improve the operation and the management level. A comprehensive prediction method is presented after the analysis and study of the dynamic workload of the network equipment. With the comprehensive utilization of the grey prediction and the BP neural network prediction model and the prediction accuracy improved after the change of the algorithm, a comprehensive prediction model is presented, and the specific method and its process of the prediction are given. By using computer simulation, the result of the prediction is analyzed, and it proves that this model can greatly improve the prediction accuracy. The model and the method work well in the quantitative prediction of the network equipment workload.
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