Ensemble of Bayesian Predictors for Autonomic Failure Management in Cloud Computing

  title={Ensemble of Bayesian Predictors for Autonomic Failure Management in Cloud Computing},
  author={Qiang Guan and Ziming Zhang and Song Fu},
  journal={2011 Proceedings of 20th International Conference on Computer Communications and Networks (ICCCN)},
In modern cloud computing systems, hundreds and even thousands of cloud servers are interconnected by multi-layer networks. In such large-scale and complex systems, failures are common. Proactive failure management is a crucial technology to characterize system behaviors and forecast failure dynamics in the cloud. To make failure predictions, we need to monitor the system execution and collect health-related runtime performance data. However, in newly deployed or managed cloud systems, these… CONTINUE READING
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A hierarchical failure management framework for dependability assurance in compute clusters

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