Fault detection algorithm for telephone systems based on the danger theory

被引:0
作者
Pinto, JCL
Von Zuben, FJ
机构
[1] CPqD, Telecomm Res & Dev Ctr, Campinas, SP, Brazil
[2] Univ Estadual Campinas, Dept Comp Engn & Ind Automat, BR-13083970 Campinas, SP, Brazil
来源
ARTIFICIAL IMMUNE SYSTEMS, PROCEEDINGS | 2005年 / 3627卷
关键词
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This work is aimed at presenting a fault detection algorithm composed of multiple interconnected modules, and operating according to the paradigm supported by the danger theory in immunology. This algorithm attempts to achieve significant features that a fault detection system is supposed to have when monitoring a telephone profile system. These features would basically be adaptability due to the strong variation that operational conditions may exhibit over time, and the decrease in the number of false positives, which can be generated when any abnormal behavior is erroneously classified as being a fault. Simulated scenarios have been conceived to validate the proposal, and the obtained results are then analyzed.
引用
收藏
页码:418 / 431
页数:14
相关论文
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