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Dylan Zehr

Site Reliability Engineering Manager @ Google


SRE manager for Google Cloud (GCP) BigQuery.

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Using Binomial proportion confidence intervals to reduce false positives in low QPS services

Description of how to use Binomial intervals (specific Wilson score intervals) to modify SLO metrics to reduct false positives in services with periods of low QPS. The description would cover some basic background of the statistical methods, some example graphs, possibly an example of how to configure using a common platform.

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