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Angela, that is an interesting use case you show above, thanks for that. If we added a setting in the alert for "Number of hours consecutively before alerting", it sounds like that would work. I can log this.
Another way to affect the anomaly detection algorithm is to change the warning and critical thresholds configured by the ANOMALY_DETECTION_THRESHOLD_CRITICAL and ANOMALY_DETECTION_THRESHOLD_WARNING settings in the Options -> Advanced Options page.
yes, a setting "Number of hours consecutively before alerting" sounds perfect and would be really helpful!
Thanks for the information about adjusting the thresholds, I'll have a look at this.