A Hybrid Approach to Fault Diagnosis in Network and System

Lin, Along

HP Development Company

关键词: diagnosis;    model-based reasoning;    logic programming;   

RP-ID  :  HPL-98-20

学科分类：计算机科学（综合）

美国|英语

来源: HP Labs

【 摘 要 】

In this paper, several Artificial Intelligence (AI) techniques such as Rule-Based Reasoning (RBR), Bayesian Networks (BNs), Neural Networks (NNs), Case- Based Reasoning (CBR), Qualitative Reasoning (QR), and Model-Based Reasoning (MBR) are described. Then an automated management system prototype is presented. Finally, a hybrid approach to automated network and system management is proposed. However, we focus on fault diagnosis. 6 Pages