• DocumentCode
    555115
  • 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
  • Volume
    1
  • fYear
    2011
  • fDate
    20-22 Aug. 2011
  • Firstpage
    13
  • Lastpage
    18
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology and Artificial Intelligence Conference (ITAIC), 2011 6th IEEE Joint International
  • Conference_Location
    Chongqing
  • Print_ISBN
    978-1-4244-8622-9
  • Type

    conf

  • DOI
    10.1109/ITAIC.2011.6030139
  • Filename
    6030139