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timeq_reinsert_tardiness

Type: Histogram
Buckets: 0.25, 0.5, 1.0, 2.5, 3.0, 5.0, 10.0, 15.0, 30.0, 45.0, 60.0, 90.0, 180.0, 360.0, 720.0
The time difference between the due and current time for a singleon timerwheel reinsertion.

This gives an indication of whether the scheduled queue maintainer is keeping up with the load. It is generally acceptable for this value to be a few seconds "late" due to a combination of time wheel bucket granularity and overall scheduling priority.

Histogram

This metric is a histogram which means that it is exported as three underlying metrics:

  • timeq_reinsert_tardiness_count - a counter tracking how many events have been accumulated into the histogram
  • timeq_reinsert_tardiness_sum - a counter tracking the total value of all of the events have been accumulated into the histogram
  • timeq_reinsert_tardiness_bucket - a counter tracking the number of events that fall within the various buckets shown above. This counter has an additional le label that indicates the bucket threshold. For example, the first bucket for this histogram will generate a label le="0.25" which will keep track of the number of events whose value was less-or-equal (le) that value.

The recommended visualization for a histogram is a heatmap based on timeq_reinsert_tardiness_bucket.

While it is possible to calculate a mean average for timeq_reinsert_tardiness by computing timeq_reinsert_tardiness_sum / timeq_reinsert_tardiness_count, it can be difficult to reason about what that value means if the traffic patterns are not uniform since the launch of the process. We strongly recommend using a heatmap visualization instead of computing an average value.