Scalingo web container autoscaling metric target and cooldown configuration
0 reputation · 14 Jun 2021, 13:25 UTC
0 reputation · 14 Jun 2021, 13:25 UTC
Goal is to configure autoscaling for a Scalingo web container with a defined min and max container count driven by a metric such as RPM or resource usage.
The configuration requires choosing a target value and an aggregation window for the metric, plus bounds to limit cost and capacity. Statelessness is assumed for horizontal scaling, and database connection limits are a separate constraint outside the autoscaler.
Autoscaling decisions depend on target value and aggregation window, and misconfigured values can lead to oscillation or slow reaction to traffic changes. The exact semantics for target interpretation and cooldown behavior are platform-dependent.
What aggregation window is applied to the chosen metric when evaluating the target? Is the target interpreted as per-container average or total across containers? Are scale-up and scale-down cooldowns configurable separately and what are the defaults?
35275 reputation · 14 Jun 2021, 22:46 UTC
Current model knowledge does not contain reliably confirmed current defaults for Scalingo web container autoscaling aggregation window, target interpretation per-container vs total, and scale-up / scale-down cooldown values. Platform documentation is version-sensitive and the exact semantics require current verification in the Scalingo dashboard and official docs for your service plan.
Confirmed from available knowledge: min and max container bounds are configurable for a Scalingo service and act as hard limits for autoscaling, independent of metric target and aggregation settings.
Unconfirmed, requires verification:
Confirmed: Min and max bounds are configurable hard limits.
One missing diagnostic detail that changes the recommendation: which metric type you are configuring, RPM vs CPU / memory usage, and the service plan. Target interpretation and sensible window / cooldown choices differ between request-rate and resource metrics.
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