Performance Prediction in Production Environments

@inproceedings{Schopf1998PerformancePI,
  title={Performance Prediction in Production Environments},
  author={Jennifer M. Schopf and Francine Berman},
  booktitle={IPPS/SPDP},
  year={1998}
}
Accurate performance predictions are difficult to achieve for parallel applications executing on production distributed systems. Conventional point-valued performance parameters and prediction models are often inaccurate since they can only represent one point in a range of possible behaviors. We address this problem by allowing characteristic application and system data to be represented by a set of possible values and their probabilities, which we call stochastic values . In this paper, we… CONTINUE READING
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