Tag Archives: monitoring

Monitoring Docker Containers – docker stats, cAdvisor, Universal Control Plane

There are multiple ways to monitor Docker containers. This blog will explain a few simple and easy to use options:

  1. docker stats command
  2. Docker Remote API
  3. cAdvisor
    1. Prometheus
    2. InfluxDB
  4. Docker Universal Control Plane

Lets take a look at each one of them.

We’ll use a Couchbase server to gather the monitoring data.

Lets start the server as:

arungupta/couchbase image is explained at github.com/arun-gupta/docker-images/tree/master/couchbase. It performs:

  • Sets up memory for Index and Data service
  • Configures the Couchbase server for Index, Data, and Query service
  • Sets up username and password credentials

Now lets gather monitoring data.

docker stats

docker stats display a live stream of the following container(s) resource usage statistics:

  • CPU % usage
  • Memory usage, limit, % usage
  • Network i/o
  • Disk i/o

The stats are updated every second.

Here is a sample output:

By default, this command display statistics for all the running containers. A list of container names or ids can be specified, separated by a space, to restrict the stream to a subset of running containers.

For example, stats for only the Couchbase container can be seen as:

where couchbase is the container name.

And the output looks like:

--no-stream option can be specified where only the first snapshot is displayed and results are not streamed.

The Docker Logentries Container can be used to collect this data.

Docker Remote API

Docker daemon provides a Remote REST API. This API is used by the Client to communicate with the engine. This API can be also be invoked by by other tools, such as curl or Chrome Postman REST Client. If you are creating Docker daemons using Docker Machine on OSX Mavericks, then getting this API to work is a bit tricky.

If you are on Mac, follow the instructions in Enable Docker Remote API to ensure curl can invoke this REST API.

The API that provide stats about the container is /containers/{id}/stats or /containers/{name}/stats.

Then more stats about the container can be obtained as:

The following result (formatted) is shown:

There is lot more details on memory, disk, and network. A new set of metrics are pushed every second.


cAdvisor or Container Advisor provide host and container metrics. It is a running daemon that collects, aggregates, processes, and exports information about running containers.

Let’s start the cAdvisor container:

cAdvisor dashboard shows data for the last 60 seconds only. However multiple backends, such as Prometheus and InfluxDB, are supported that allows long term storage, retrieval and analysis.

Use Couchbase Query Tool to connect with the Couchbase Server:

Invoke a N1QL query:
cAdvisor only store one minute of data and here is a capture of the dashboard:


And memory usage:cadvisor-total-memory-usage

There are plenty of tools that can use the data generated by cAdvisor and show them in a nice dashboard.

More details are available at github.com/google/cadvisor/tree/master/docs.

Docker Universal Control Plane

Docker Universal Control Plane (DUCP) allows to manage and deploy Dockerized distributed applications, all from within the firewall. It integrates with key systems like LDAP/AD to manage users and provides and interface for IT operations teams to deploy and manage. RBAC, SSO integration with Docker Trusted Registry, simple and easy to use web UI are some of the key features. Read product overview for complete set of features.

Docker Universal Control Plan with Docker Machine is the easiest way to experience this on your local machine. The instructions are very detailed and work out of the box. Here are some images after deploying a Couchbase image.

DUCP installation consists of an DUCP controller and one or more hosts. These are configured in a Docker Swarm cluster. And then containers are started on these clusters:

Docker Universal Control Plane Image


Port mapping is easily defined:

Docker Universal Control Port Mapping

Once the container is running, monitoring stats can be seen:Docker Universal Control Monitoring Stats

And finally the pretty looking dashboard:

Docker Universal Control Plane Dashboard

A client bundle is provided that shows the information about the Docker Swarm cluster as:

There are plenty of tools that provide monitoring data:

docker stats and Docker Remote API are certainly the easiest one to give you first snapshot of your monitoring data. And it only becomes interesting from there!