<@ULVA73B9P> Can you give me a list of all of the ...
# ask-marvin
g
@Marvin Can you give me a list of all of the Services that Prefect 3 runs and do you know which ones support autoscaling?
m
### Prefect 3 Services Here are some key services in Prefect 3: 1. Scheduler: This service starts automatically and visits deployments on a loop to schedule new runs. More details can be found here. 2. Kubernetes Services: Prefect offers integrations with Kubernetes, which include the ability to list namespaced services. You can get more information here. ### Autoscaling Support 1. Kubernetes Cluster with DaskExecutor: Prefect supports autoscaling when using DaskExecutor within a Kubernetes cluster, particularly with GKE Autopilot. This enables adaptive scaling based on the workload. There are some known issues with mapped tasks sometimes triggering multiple times when using GKE Autopilot. You can read more about these issues and configurations here. If you need more specifics on how to implement autoscaling for your particular use case, I would recommend diving deeper into the aforementioned documentation and issue discussions.