Inducing Models of Black-Box Storage Arrays

@inproceedings{Kelly2004InducingMO,
  title={Inducing Models of Black-Box Storage Arrays},
  author={Terence Kelly and Ira Cohen and Mois{\'e}s Goldszmidt and Kimberly Keeton},
  year={2004}
}
This paper applies statistical model-induction techniques to the problem of forecasting response times in storage systems. Our work differs from prior research in several ways: we regard storage systems as black boxes; we automatically induce models rather than constructing them from detailed expert knowledge; we use lightweight passive observations, rather than extensive controlled experiments, to collect input data; we forecast individual response times rather than aggregates or averages; and… CONTINUE READING
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