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Proceedings of 2009 Conference onCommunication Faculity (PCCF 2009 E-BOOK)

Nan'ning,China,9.18-9.20,2009

ISBN: 978-1-935068-06-8 Scientific Research Publishing, USA

E-Book 712pp Pub. Date: December 2009

Category: Engineering

Price: $100

Title: Campus Network Multi-ISP Load Balancing Optimization Model Based on BP Neural Networks
Source: Proceedings of 2009 Conference onCommunication Faculity (PCCF 2009 E-BOOK) (pp 611-615)
Author(s): Haiyan Xie, Department of Mathematics, Dalian Maritime University, Dalian, China/School of Navigation, Dalian Maritime University, Dalian, China
Jian Wang, Department of Mathematics, Dalian Maritime University, Dalian, China
Depeng Zhao, School of Navigation, Dalian Maritime University, Dalian, China
Hui Sun, Department of Mathematics, Dalian Maritime University, Dalian, China
Abstract: In order to solve the problem that user have to make the manual strategy choice when they use the campus network of multi internet service provider (ISP), this paper puts forward a campus networks multi- ISP load balancing optimization model based on BP neural networks. This model can replace the manual strategy choice, automatically evaluate and forecast the performance of the networks according to the current data so as to adaptively choose the current optimal ISP. In this paper, the establishment of the network topology structure was discussed and a detailed description about the data collection and processing were given. The experimental results verified the effectiveness of the model.
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