Workload sanitation for performance evaluation

@article{Feitelson2006WorkloadSF,
  title={Workload sanitation for performance evaluation},
  author={Dror G. Feitelson and Dan Tsafrir},
  journal={2006 IEEE International Symposium on Performance Analysis of Systems and Software},
  year={2006},
  pages={221-230}
}
The performance of computer systems depends, among other things, on the workload. Performance evaluations are therefore often done using logs of workloads on current productions systems, under the assumption that such real workloads are representative and reliable; likewise, workload modeling is typically based on real workloads. We show, however, that real workloads may also contain anomalies that make them non-representative and unreliable. This is a special case of multi-class workloads… CONTINUE READING
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