Black-Box Problem Diagnosis in Parallel File Systems

@inproceedings{Kasick2010BlackBoxPD,
  title={Black-Box Problem Diagnosis in Parallel File Systems},
  author={Michael P. Kasick and Jiaqi Tan and Rajeev Gandhi and Priya Narasimhan},
  booktitle={FAST},
  year={2010}
}
We focus on automatically diagnosing different performance problems in parallel file systems by identifying, gathering and analyzing OS-level, black-box performance metrics on every node in the cluster. Our peercomparison diagnosis approach compares the statistical attributes of these metrics across I/O servers, to identify the faulty node. We develop a root-cause analysis procedure that further analyzes the affected metrics to pinpoint the faulty resource (storage or network), and demonstrate… CONTINUE READING
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