Best way to baseline for alerting


General question on how people might be baselining for alerts. At this time our alerting is over complicated and cumbersome, our basic alert setup is 150+ lines. I have looked at cutting this down a lot by using some prediction models which seems pretty good but wondering if there are any good articles or documents others have come across on this.

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