# `vm-monitor` The `vm-monitor` (or just monitor) is a core component of the autoscaling system, along with the `autoscale-scheduler` and the `autoscaler-agent`s. The monitor has two primary roles: 1) notifying agents when immediate upscaling is necessary due to memory conditions and 2) managing Postgres' file cache and a cgroup to carry out upscaling and downscaling decisions. ## More on scaling We scale CPU and memory using NeonVM, our in-house QEMU tool for use with Kubernetes. To control thresholds for receiving memory usage notifications, we start Postgres in the `neon-postgres` cgroup and set its `memory.{max,high}`. * See also: [`neondatabase/autoscaling`](https://github.com/neondatabase/autoscaling/) * See also: [`neondatabase/vm-monitor`](https://github.com/neondatabase/vm-monitor/), where initial development of the monitor happened. The repository is no longer maintained but the commit history may be useful for debugging. ## Structure The `vm-monitor` is loosely comprised of a few systems. These are: * the server: this is just a simple `axum` server that accepts requests and upgrades them to websocket connections. The server only allows one connection at a time. This means that upon receiving a new connection, the server will terminate and old one if it exists. * the filecache: a struct that allows communication with the Postgres file cache. On startup, we connect to the filecache and hold on to the connection for the entire monitor lifetime. * the cgroup watcher: the `CgroupWatcher` polls the `neon-postgres` cgroup's memory usage and sends rolling aggregates to the runner. * the runner: the runner marries the filecache and cgroup watcher together, communicating with the agent throught the `Dispatcher`, and then calling filecache and cgroup watcher functions as needed to upscale and downscale