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Signal from Noise builds on top of the work of Larres (https://wiki.mozilla.org/images/c/c0/Larres-thesis.pdf ) and Stephen Lewchuk who analyzed the statistics as yielded by Talos and suggested areas for improvement. | Signal from Noise builds on top of the work of Larres (https://wiki.mozilla.org/images/c/c0/Larres-thesis.pdf ) and Stephen Lewchuk who analyzed the statistics as yielded by Talos and suggested areas for improvement. | ||
== Goals of Signal from Noise == | == Goals of Signal from Noise == | ||
* Enhance fidelity of performance testing measurements: we want to ensure that (nearly) all regressions are detected. We also want to ensure that as few false positives (the noise) are reported as possible | |||
* Enhance fidelity of performance testing measurements: we want to ensure that (nearly) all regressions and improvements are detected. We also want to ensure that as few false positives (the noise) are reported as possible | |||
* Understand our performance statistics models and assumptions end-to-end and ensure that the statistics we are using are valid | * Understand our performance statistics models and assumptions end-to-end and ensure that the statistics we are using are valid | ||
** Document and expose these statistics in such a way that they are transparent | ** Document and expose these statistics in such a way that they are transparent |
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