Title :
An agent-based monitoring framework for distributed complex engineering simulation system
Author :
Cheng Wang ; Wei Dong ; Yindong Ji
Author_Institution :
Dept. of Autom., Tsinghua Univ., Beijing, China
Abstract :
In a highly distributed computing environment, how to collect data and diagnose faults in a timely and scalable manner without disturbing the monitored system remains difficult. We proposed an agent-based three-layer monitoring framework for distributed complex engineering simulation system (e.g. CTCS-3 distributed simulation system) to solve the problem. Particularly, three key points are taken into consideration: 1) the data collecting strategy, 2) the dynamic load balancing algorithm and 3) the distributed fault diagnosis mechanism. To enable security, a coarse-grained RBAC model is also introduced based on the framework. The proposed framework has been successfully deployed for monitoring the CTCS-3 distributed simulation system.
Keywords :
computerised monitoring; distributed processing; fault diagnosis; software agents; CTCS-3 distributed simulation system; agent-based monitoring framework; agent-based three-layer monitoring framework; coarse-grained RBAC model; data collecting strategy; distributed complex engineering simulation system; distributed computing environment; distributed fault diagnosis mechanism; dynamic load balancing algorithm; monitored system; Computational modeling; Data models; Distributed databases; Doped fiber amplifiers; Fault diagnosis; Load modeling; Monitoring; agent; data collecting; decentralized fault diagnosis; distributed monitoring; load balance;
Conference_Titel :
Information Technology and Artificial Intelligence Conference (ITAIC), 2011 6th IEEE Joint International
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-8622-9
DOI :
10.1109/ITAIC.2011.6030139