[bushbaba]

While useful, this is a more fragile autoscaling solution that HPA out of the box. It requires your otel metric to Prometheus pipeline to be up AND your Prometheus server to be up.

Compare that to the vanilla HPA which is entirely cluster local, and “simple”.

Generally the simple approach is the most stable approach.

[dilyevsky]

HPA still requires metrics-server to be up which it’s using to obtain current pod resource usage

[mmanciop]

True, but that approach is also limited in what it can autoscale on, namely Utilization metrics. They are not always good data to make scaling decisions on (covered in the article).