TY - JOUR
T1 - A rule based approach to network fault and security diagnosis with agent collaboration
AU - Kim, Siheung
AU - Ahn, Seong Jin
AU - Chung, Jinwok
AU - Hwang, Ilsung
AU - Kim, Sunghe
AU - No, Minki
AU - Sin, Seungchung
PY - 2005
Y1 - 2005
N2 - This paper introduces rule-based reasoning (RBR) Expert System for network fault and security diagnosis and a mechanism for optimization. In this system, we use agent collaboration mechanism which is the process that the system gathers network environment data from distributed agent. Collaboration mechanism make accurate diagnosis by making inferences based on the results of various tests and measurements. Additionally, we consider optimization of the system. In some comprehensive systems like network fault diagnosis system or system using decisive loops reasoning, so much more studies on its reasoning time are necessary. So we consider reasoning time and rule probability to optimize the system. For our purpose, rule reasoning time estimation algorithm will be used, with the simulation, where a comparison with the previous rule-based fault diagnosis system is possible.
AB - This paper introduces rule-based reasoning (RBR) Expert System for network fault and security diagnosis and a mechanism for optimization. In this system, we use agent collaboration mechanism which is the process that the system gathers network environment data from distributed agent. Collaboration mechanism make accurate diagnosis by making inferences based on the results of various tests and measurements. Additionally, we consider optimization of the system. In some comprehensive systems like network fault diagnosis system or system using decisive loops reasoning, so much more studies on its reasoning time are necessary. So we consider reasoning time and rule probability to optimize the system. For our purpose, rule reasoning time estimation algorithm will be used, with the simulation, where a comparison with the previous rule-based fault diagnosis system is possible.
UR - https://www.scopus.com/pages/publications/26844510514
U2 - 10.1007/978-3-540-30583-5_63
DO - 10.1007/978-3-540-30583-5_63
M3 - Conference article
AN - SCOPUS:26844510514
SN - 0302-9743
VL - 3397
SP - 597
EP - 606
JO - Lecture Notes in Computer Science
JF - Lecture Notes in Computer Science
T2 - 13th International Conference on AIS 2004
Y2 - 4 October 2004 through 6 October 2004
ER -