Tag Archives: flocker

Container Data Management and Production Use-cases


In my last few jobs I have had the pleasure to work on three main focus areas, Software Defined Networking, OpenStack, and Linux Containers. More recently I have been focused on container data management and what it means for persistence and data management to be a first class citizen to containerized applications and microservices. This has done a few things for me, give me an opportunity to work on interesting (and hard) problems, hack, create and apply new solutions and technologies into proof of concept and production environments. In my current role as a Technical Evangelist at ClusterHQ we have been hard at work continuing the Flocker project, creating the Volume Hub and spinning out dvol (git workflows for Docker volumes / data). All of this is aimed at one major thing, helping your team move from development on your laptop to test and Q/A and finally into production seamlessly with persistence.

We’re just at the beginning of the container and data revolution and if your interested in learning more about some of these topics, click the links below and vote for some upcoming talks at OpenStack Austin 2016.

Three Critical Concepts for Containerized Storage Management


Lessons learned running database containers on OpenStack


A special shoutout to Andrew Sullivan and Sumit Kumar for their CFP on “Data Mobility for Docker containers with Flocker”! Please help them spread the word on stateful containers by voting for their talk as well! https://www.openstack.org/summit/austin-2016/vote-for-speakers/presentation/7859


Ryan – @RyanWallner

#DockerCon #DockerCon #DockerCon Production and Persistence for Containers

Screen Shot 2015-06-19 at 1.25.05 PM

It has been a crazy past few months leading up to DockerCon in San Francisco and I wanted to share some thoughts about current events and some of the work we have been participating in and around the Docker community and ecosystem now that we’re post-conference this week.

I have been working in open-source communities for more than five years now across technology domains including software defined networking, infrastructure & platform as a service, and container technologies. Working on projects in the Openflow/SDN, Openstack, and container communities has had its ups and downs but Docker is arguably the hottest tech communities out there right now.

There are so many developments going on in this ecosystem around pluggable architectures, logging, monitoring, migrations, networking and enabling stateful services in containers. Before I talk more in depth about persistence and some of the work my team and partners have been up to I want to highlight some of the major takeaways from the conference and the community right now.

The theme at @DockerCon was “docker in production” and by this I mean docker is ready to be used in production. Depending on who you ask and how docker is being used, production and containers with microservices can either be “hell” as Bryan Cantrill put it (If you haven’t seen Bryan’s Talks on the unix philosophy and production debugging, I highly recommend any of his sessions, especially the ones from the recent Orielly conference and this past weeks DockerCon) or it can really help your applications break down into their bounded domains with highly manageable and efficient teams going through the CI/CD build/ship/deploy process efficiently well. Netflix OSS [http://netflix.github.io/] is always a great example of this done well and many talks by Adrian Cockcroft dig into this sufficiently. You can also see my last post [https://aucouranton.com/2015/04/10/what-would2-microservices-do/] about microservices which will help with some context here.

So, Is Docker ready for production? Here are a list of what you need to make sure you have a handle on before productions use, and I might add that these are also big topics at DockerCon technically and there are many projects and problems still being actively solved in these spaces, I’ll try to list a few as I go through.

• Networking

Docker’s “aquirehire-sition” of the Socketplane startup culminated in the ability to use lib network [https://github.com/docker/libnetwork] which mean you can connect your docker daemons from hosts to host to allow container to easily send IP traffic over layer 2 networks. Libnetwork is maintains outside of the main docker daemon and abstracts the networking nicely and most importantly abstracts too much network knowledge away from the end user and make things “just work”

• Security

Docker is hardening the registry and images as well as the docker engine itself. I got to chat with Eric Windisch from Docker about what he had been focusing on with docker security. The docker engine’s security and hardening is at the forefront of focus because any vulnerabilities there means the rest of your container could be compromised. There is a lot of work going on around basic source hardening as well as other techniques using apparmour and selinux. Looking forward to seeing how to security aspect of Docker unfolds with other projects like Lightwave from VMware.

• Logging & Monitoring & Manageability

Containers are great, but once your running thousands to tens of thousands of them in products the need for great tooling to help debug, audit, troubleshoot and manage is a necessity. There seems to be lots of great tooling coming out to help manage containers. First docker talked about “Project Orca”, an opinionated container stack that aims at combining Docker Engine, Docker Swarm, Networking, GUI, Docker Compose, security, plus tools for installation, deployment, configuration. This of course isn’t always the way docker will be run but would be nice to have a way to get all this up and running quickly with manageability. Other tools like loggly, cadvisor, ruxit, datadog, log entries and others are all competing to be the best options here and quite frankly thats great!

• Pluggability

Docker has given the power to its ecosystem by telling it wants a pluggable, extensible toolset that allows for different plugins to work with their network, auth, and storage stacks. This provides a way similar to openstack for customers and users to say plugin an openvswitch network driver, along with lightwave for auth and EMC ScaleIO for persistent storage. Pretty cool stuff considering docker is only just over 2 years old!

• Stateful / Persistant services

This last bullet here is near and dear to my employer EMC and we have done some really awesome work by partnering up with ClusterHQ (The Data Container Poeple) [https://clusterhq.com/] who’s open-source Flocker project can manage volumes for your containers and enables mobility and HA for those volumes when you want to go ahead and start moving around or recovering your containerized applications, really cools stuff.

Docker’s announcement of native volume extensions/plugins for Docker https://github.com/docker/docker/blob/master/experimental/plugins_volume.md was a popular one at DockerCon. Even though its experimental in the 1.7.0 releases the pluggable nature to persistence allows different options for managing your stateful apps.

I mentioned before the we partnered up with ClusterHQ to delivers some drivers that work with their Flocker [https://github.com/ClusterHQ/flocker]. Flocker itself can also work with docker’s new volume extensions with the —volume-driver=flocker flag if you use the Flocker-Docker Plugin [https://github.com/ClusterHQ/flocker-docker-plugin]

EMC integrated and open-sourced 2 drivers (below), some more information on the partnership can be found here

EMC ScaleIOhttps://github.com/emccorp/scaleio-flocker-driver
EMC XtremIO https://github.com/emccorp/xtremio-flocker-driver

Below are some videos showing the integrations.




We had the opportunity to host a meetup at Pivotal Labs in San Francisco to showcase the partnership and drivers, at the Pivotal labs office we had a number of people come out for a few live demos, some beer and great food and conversation. Here is a gist for the ScaleIO demo we ran at the meetup showcasing Flocker + ScaleIO running on Amazon AWS deploying a MEAN stack application that ingested twitter data and placed it into MongoDB using node and express.

The slides from the meetup are also available http://slides.com/ryanwallner/persistence-docker-chq-emc/live#/

Pivotal Meetup

At DockerCon Clint Kitson and I along with some ECS folks had a packed house for our partner tutorial session showcasing the ClusterHQ, RexRay and ECS announcements at DockerCon. The room was pas standing room only and attendees started to fill the floor. We hoped to have a bit more time to let the folks with laptops actually get to hack on some of the work we did but unfortunately pressed into 40 minutes we did what we could!

EMC also integrates through a native Go implementation called RexRay, a way to manage your persistence volumes but without the auto-mobility Flocker gives. RexRay is really cool in the way its working on letting you use multiple backends at the same time, say EC2 EBS Volumes as well as EMC ScaleIO.

More information here:





In all, persistence and containers is a here to stay and there are a number of reason why and some items to keep and eye on. First the stateless and 12-factor app was the rage, but its not realistic and people are realizing state exists and running stateful containers like databases is actually important to the microservices world. This is because all containers have state, even if its “stateless” there is in memory state like running programs and open sockets that may need to be dealt with in certain use cases like live migration. If you haven’t seen the live movement of realtime Quake playing and moving between cities across oceans please watch, its great! (I’ll post the video once I find it)

Data is becoming a first class citizen in these containerized environments. As more workloads gets mapped to container architectures we see the need for the import and of data consistency, integrity and availability come into play for services that produce state and need it to persist. Enter enterprise storage into the mix. Over the week and weekend we saw a number of companies and announcements around this including some of our own at EMC. A few offerings that caught my eye are:

A scalable distributed database you install on your application servers

Open-source container volume manager that give you the ability to containerize databases and other stateful applications and move them around without worrying about managing your backend.

  • RedHat

Red Hat announced it has its own integration for persistent storage for container using it RHS(Red Hat Storage)


  • Nutanix

Nutanix talks about a “Volume API” for its platform that helps your provision persistence to containers on its platform.


  • Portworx

A seemingly new startup that competes with the likes of ClusterHQ and what it does. Announcement below talks about how “some” of its platform will be open-source. http://venturebeat.com/2015/06/22/container-storage-startup-portworx-puts-away-8-5m/

  • Kubernetes Support for storage

Kubernetes updated some docs on github that reflect being able to use a Google Cloud persistent disk with k8s.


All in all it was a great DockerCon full of fun events, great people and innovative technology. Hopefully we’ll see you out in Barcelona in November!