Using Hessian Locally Linear Embedding for autonomic failure prediction

@article{Lu2009UsingHL,
  title={Using Hessian Locally Linear Embedding for autonomic failure prediction},
  author={Xu Lu and Huiqiang Wang and Renjie Zhou and Baoyu Ge},
  journal={2009 World Congress on Nature & Biologically Inspired Computing (NaBIC)},
  year={2009},
  pages={772-776}
}
The increasing complexity of modern distributed systems makes conventional fault tolerance and recovery prohibitively expensive. One of the promising approaches is online failure prediction. However, the process of feature extraction depends on the experienced administrators and their domain knowledge to filtering and compressing error events into a form that is easy for failure prediction. In this paper, we present a novel performance-centric approach to automate failure prediction with… CONTINUE READING
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Sivasubramanium, R.Sahoo. BlueGene/L Failure Analysis and Prediction Models

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