A learning approach for performance evaluation of local network

Zhang, Y., Liu, W. and Dong, Z. Y. (2003). A learning approach for performance evaluation of local network. In: R. Sarker, R. Reynolds and H. Abbass, 2003 Congress on Evolutionary Computation. 2003 Congress on Evolutionary Computation, Canberra, Australia, (608-614). 8-12 December 2003.


Author Zhang, Y.
Liu, W.
Dong, Z. Y.
Title of paper A learning approach for performance evaluation of local network
Conference name 2003 Congress on Evolutionary Computation
Conference location Canberra, Australia
Conference dates 8-12 December 2003
Proceedings title 2003 Congress on Evolutionary Computation
Place of Publication Piscataway, NJ, U.S.A.
Publisher The Institute of Electrical and Electronics Engineers
Publication Year 2003
Sub-type Fully published paper
DOI 10.1109/CEC.2003.1299632
ISBN 0-7803-7804-0
Editor R. Sarker
R. Reynolds
H. Abbass
Volume 1
Start page 608
End page 614
Total pages 9
Collection year 2003
Language eng
Abstract/Summary In this paper, a novel approach is developed to evaluate the overall performance of a local area network as well as to monitor some possible intrusion detections. The data is obtained via system utility 'ping' and huge data is analyzed via statistical methods. Finally, an overall performance index is defined and simulation experiments in three months proved the effectiveness of the proposed performance index. A software package is developed based on these ideas.
Subjects E1
290901 Electrical Engineering
700199 Computer software and services not elsewhere classified
Keyword Learning
Local area networks
Performance evaluation
Statistical analysis
Q-Index Code E1

 
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Created: Fri, 24 Aug 2007, 02:27:42 EST