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fabriziosalmi authored Aug 18, 2024
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**LXC AutoScale** is a powerful resource management daemon designed to automatically adjust CPU and memory allocations, as well as clone LXC containers on Proxmox hosts based on current usage and predefined thresholds. It optimizes resource utilization, manages spikes in demand, and ensures that critical containers have the necessary resources. Additionally, it can (optionally) help save energy during off-peak hours. The autoscaling logic is highly customizable, offering a wide range of granular options to fit seamlessly into existing setups and meet specific requirements.

### _LXC AutoScale, with or without AI ?_
✅ Tested on `Proxmox 8.2.4`

> [!NOTE]
> The current installer wait 5 seconds and then automatically install the **LXC AutoScale** standard version.
### _LXC AutoScale, with or without AI ?_

- **LXC AutoScale** is the ideal choice for new users. It's straightforward: install, run, and let it handle the rest by automatically scaling the resources of your Proxmox LXC containers. You can easily reconfigure it to fit your setup at any time or use it as a one-time solution when needed.

- **LXC AutoScale ML** is a more advanced option, designed for large automated environments or custom integrations. This solution comprises three services: LXC AutoScale API, LXC Monitor, and LXC AutoScale ML. It is intended for scenarios where more sophisticated, machine learning-driven autoscaling is required. The LXC Monitor logs resource usage data, which is then used by a machine learning model pipeline to train and suggest scaling decisions. These decisions can optionally be sent to the API for automated application. As with any ML-based system, the more data it gathers, the more accurate its predictions become. Users also have access to several customizable options to tailor the solution to their needs.

✅ Tested on `Proxmox 8.2.4`

> [!NOTE]
> The current installer wait 5 seconds and then automatically install the **LXC AutoScale** standard version.
## Features

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