Data Aggregation per Time-scale

Time-scales

Anodot provides real-time anomaly detection and correlation in multiple time-scales.

Every data point collected by Anodot has its own timestamp.
The data points are aggregated into buckets, correlating with the time-scales presented in the UI:

  • 1 minute (if used)
  • 5 minutes
  • 1 hour
  • 1 day
  • 1 week (if used)

Therefore each data point is included in one bucket per time-scale, as you can see in the illustration below.

Example

Data point epoch timestamp : 1581348598, represents: Monday, Feb 10th, 2020, 3:29:58 PM GMT

This data point will be Included in the buckets holding data point ranges.

The buckets are named using the start-of-period convention.

Time-scaleRangeBucket name
1 minute3:29:00 - 3:29:59 PM3:29
5 minutes3:25:00 - 3:29:59 PM3:25
1 hour3:00:00 - 3:59:59 PM3:00
1 day00:00:00 - 23:59:59, Feb 10thFeb 10th.
1 week
(starting Monday)
00:00:00 Mon, Feb 10th - 23:59:59 Sun, Feb 16thFeb 10th.

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