Title :
A learning approach for performance evaluation of local network
Author :
Zhang, Yanan ; Liu, Wanquan ; Dong, Zhaoyang
Author_Institution :
Dept. of Comput., Curtin Univ. of Technol., Perth, WA, Australia
Abstract :
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.
Keywords :
learning (artificial intelligence); local area networks; performance evaluation; performance index; software packages; statistical analysis; data analysis; intrusion detections; learning approach; local area network; performance evaluation; performance index; software package; statistical methods; system utility; Asynchronous transfer mode; Australia; Computer network reliability; Computer networks; Data analysis; Internet; Performance analysis; Routing; Software packages; Statistical analysis;
Conference_Titel :
Evolutionary Computation, 2003. CEC '03. The 2003 Congress on
Print_ISBN :
0-7803-7804-0
DOI :
10.1109/CEC.2003.1299632
