Title
A novel network performance evaluation method based on maximizing deviations
Abstract
nalyzing and evaluating the performance of an entire network is vital for the Internet development and also a great challenge to the Internet community. This paper proposes a network performance evaluation method based on maximizing deviations (NPEMD for short) to evaluate the performance of an entire network in a quantitative way. This method is based on the external properties of the network performance matrix model and applies the uncertain multiple attribute decision making theory. Two sets of experiments are designed, which are based on typical network topologies and stochastic topologies respectively. The results demonstrate that from various aspects this novel method is feasible and effective in evaluating the overall network performance.
Year
DOI
Venue
2014
10.1007/s11235-013-9759-1
Telecommunications Systems
Keywords
Field
DocType
Network performance,Evaluation model,Uncertain multiple attribute decision making theory,Maximizing deviations,NS2
Data mining,Matrix model,Computer science,Network simulation,Network topology,Decision theory,The Internet,Network performance
Journal
Volume
Issue
ISSN
55
1
1018-4864
Citations 
PageRank 
References 
0
0.34
10
Authors
5
Name
Order
Citations
PageRank
Ming Chen15912.00
Huali Bai281.85
Yuming Zhou300.34
Zhanfeng Wang400.34
Peicheng Jiang500.34