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Customizable Autoscaler #5412
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There are a few points in which this proposal and other low-level auto-scaling services differ
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Motivation
When PAI is deployed on cloud, admins may want to stop some free nodes to save money. When a new job is submitted, the closed nodes can be started again to let the job fit in.
This feature is usually called "autoscaler", and was implemented in #4735 before. However, #4735 only works on AKS. We can design an extensible autoscaler framework, which works in different cloud environment: e.g. Azure Virtual Machine Scale Set, or other cloud provider.
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