Backward Inference in Bayesian Networks for Distributed Systems Management

@article{Ding2005BackwardII,
  title={Backward Inference in Bayesian Networks for Distributed Systems Management},
  author={Jianguo Ding and Bernd J. Kr{\"a}mer and Yingcai Bai and Hansheng Chen},
  journal={Journal of Network and Systems Management},
  year={2005},
  volume={13},
  pages={409-427}
}
The growing complexity of distributed systems in terms of hardware components, operating system, communication and application software and the huge amount of dependencies among them have caused an increase in demand for distributed management systems. An efficient distributed management system needs to work effectively even in face of incomplete management information, uncertain situations, and dynamic changes. In this paper, Bayesian networks are proposed to model dependencies between managed… CONTINUE READING
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