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Deployment Modes

Choose the deployment shape that matches your environment:

  • All-in-One — Master and Agent run on the same server. Best for evaluation, lab use, or single-server installations.
  • Multi-Node — One Master server plus one Agent per GPU server. Recommended for production fleets.
  • Hybrid — A single server runs Master and Agent locally, while additional Agents on remote GPU servers also report to it. Useful when the management host itself has GPUs.

All-in-One Deployment​

The simplest deployment — Master and Agent services run on the same host.

mac pull all
mac start all

Once the containers are up, open the web dashboard at http://<this-host-ip>:23000.

Multi-Node Deployment​

Step 1 — Start the Master​

On the management server (no GPUs needed):

mac pull master
mac start master

The CLI prints the dashboard, API, and Prometheus URLs when services come up.

Step 2 — Register Each Agent​

On every GPU server, point the agent at the master and start it:

mac env set MASTER_IP=<master-ip>
mac pull agent
mac start agent

The agent picks up the hostname as NODE_NAME (overridable) and registers with the master, which assigns a NODE_ID and updates the Prometheus scrape config.

Deregistering Agents​

To deregister an agent permanently (e.g. when retiring a server):

mac stop agent

mac stop agent notifies the master to remove this node from the inventory. Agents that simply go offline (e.g. for a maintenance reboot) remain registered — your inventory survives long maintenance windows.

Hybrid Deployment​

If your management host also has GPUs, run mac start all on it and mac start agent on the remote GPU servers (after pointing them to this same MASTER_IP).

Verifying the Installation​

Run mac status to confirm the containers are running, then run mac test for a one-shot health check of every MAC service on the node plus the core cluster API — it prints a [PASS]/[FAIL]/[SKIP] table and exits 0 when everything is healthy (see mac test). Then open the web dashboard: the Cluster Overview page should show one tile per agent, green when metrics are flowing.

Cluster Overview after a successful installCluster Overview after a successful install

Upgrading​

To upgrade MAC to a new release:

sudo apt update
sudo apt install --only-upgrade mango-ai-center
mac pull all              # or master / agent on each host
mac restart all

If you installed from a standalone .deb instead of the APT repo, run sudo dpkg -i mango-ai-center_<new-version>_amd64.deb in place of the two apt commands above.

Prometheus data, registered agents, and user accounts are preserved across upgrades.

Uninstalling​

mac stop all
mac clean        # removes containers, volumes, networks, and locally-built images
sudo apt remove mango-ai-center      # or: sudo dpkg -r mango-ai-center

mac clean is destructive — it deletes the Prometheus time-series database and all log history. Back up Prometheus volumes if you need historical metrics.