LXC AutoScale ML is a resource management daemon specifically designed for Proxmox environments. It automatically monitor resources and adjusts CPU and memory allocations with no downtime based on real-time usage metrics and predefined thresholds with the help of a machine learning pipeline.
Designed to be integrated on existing environments, LXC AutoScale ML can be easily extended to fit large automated setups or custom integrations requiring machine-learning-driven autoscaling. It consists of three components: the API, the Monitor, and the Model.