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@ -27,16 +27,20 @@ Simple threshold-based alert are reactive by nature, but their automated monitor
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- Threshold-based: a [SMARTCTL](https://en.wikipedia.org/wiki/Smartctl) alert creating a notification when any hard drive within your infrastructure crosses a pre-failure threshold
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~~~
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smartctl_device_attribute{attribute_flags_long=\~".*prefailure.*", attribute_value_type="value"}
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<=
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on (device, attribute_id, instance, attribute_name)
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smartctl_device_attribute{attribute_flags_long=\~".*prefailure.*", attribute_value_type="thresh"}
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~~~
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- Statistical (anomaly detection): CPU spike or under-use
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~~~
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cpu_percentage_use > (avg_over_time(cpu_percentage_use[5m]) + (3* stddev_over_time(cpu_percentage_use[5m])))
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OR
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cpu_percentage_use < (avg_over_time(cpu_percentage_use[5m]) - (3* stddev_over_time(cpu_percentage_use[5m])))
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~~~
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## Associated Risks
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