Currently showing posts tagged: OpenStack

Cloud rearrangement for fun and profit

By , May 17, 2015 4:42 am

In a populated compute cloud, there are several scenarios in which it’s beneficial to be able to rearrange VM guest instances into a different placement across the hypervisor hosts via migration (live or otherwise). These use cases typically fall into three categories:

  1. Rebalancing – spread the VMs evenly across as many physical VM host machines as possible (conceptually similar to vSphere DRS). Example use cases:
  2. Consolidation – condense VMs onto fewer physical VM host machines (conceptually similar to vSphere DPM). Typically involves some degree of defragmentation. Example use cases:
  3. Evacuation – free up physical servers:

Whilst one-shot manual or semi-automatic rearrangement can bring immediate benefits, the biggest wins often come when continual rearrangement is automated. The approaches can also be combined, e.g. first evacuate and/or consolidate, then rebalance on the remaining physical servers.

Other custom rearrangements may be required according to other IT- or business-driven policies, e.g. only rearrange VM instances relating to a specific workload, in order to increase locality of reference, reduce latency, respect availability zones, or facilitate other out-of-band workflows or policies (such as data privacy or other legalities).

In the rest of this post I will expand this topic in the context of OpenStack, talk about the computer science behind it, propose a possible way forward, and offer a working prototype in Python.

If you’re in Vancouver for the OpenStack summit which starts this Monday and you find this post interesting, ping me for a face-to-face chat!

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Announcing git-deps: commit dependency analysis / visualization tool

By , January 19, 2015 12:15 am

I’m happy to announce a new tool called git-deps which performs automatic analysis and visualization of dependencies between commits in a git repository. Here’s a screencast demonstration!

Back in 2013 I blogged about some tools I wrote which harness the notes feature of git to help with the process of porting commits from one branch to another. These are mostly useful in the cases where porting is more complex than just cherry-picking a small number of commits.

However, even in the case where there are a small number of desired commits, sometimes those commits have hidden dependencies on other commits which you didn’t particularly want, but need to pull in anyway, e.g. in order to avoid conflicts during cherry-picking. Of course those secondary commits may in turn require other commits, and before you know it, you’re in dependency hell, which is only supposed to happen if you’re trying to install Linux packages and it’s still 1998 … but in fact that’s exactly what happened to me at SUSEcon 2013, when I attempted to help a colleague backport a bugfix in OpenStack Nova from the master branch to a stable release branch.

At first sight it looked like it would only require a trivial git cherry-pick, but that immediately revealed conflicts due to related code having changed in master since the release was made. I manually found the underlying commit which the bugfix required by using git blame, and tried another cherry-pick. The same thing happened again. Very soon I found myself in a quagmire of dependencies between commits, with no idea whether the end was in sight.

So wouldn’t it be nice if you could see the dependency tree ahead of time, rather than spending a whole bunch of time resolving unexpected conflicts due to missing dependencies, only to realise that the tree’s way deeper than you expected, and that actually a totally different approach is needed? Well, I thought it would, and so git-deps was born!

In coffee breaks during the ensuing openSUSE conference at the same venue, I feverishly hacked together a prototype and it seemed to work. Then normal life intervened, and no progress was made for another year.

However thanks to SUSE’s generous Hack Week policy, I have had the luxury of being able to spending some of early January 2015 working to bring this tool to the next level. I submitted a Hack Week project page, announced my intentions on the git mailing list, started hacking, missed quite a bit of sleep, and finally recorded the above screencast.

The tool is available here:

Please give it a go and let me know what you think! I’m particularly interested in hearing ideas for use cases I didn’t think of yet, and proposals for integration with other git web front-ends.


How to build an OpenStack cloud from SUSEcon’s free USB stick handouts

By , December 11, 2014 3:28 pm

Once again, SUSEcon was a blast! Thanks to everyone who helped make it such a great success, especially all our customers and partners who attended.

If you attended the final Thursday keynote, you should have been given a free USB stick preloaded with a bootable SUSE Cloud appliance. And if you missed out or couldn’t attend, download a copy here! This makes it possible for anyone to build an OpenStack cloud from scratch extremely quickly and easily. (In fact, it’s almost identical to the appliance we used a few weeks ago to win the “Ruler of the Stack” competition at the OpenStack summit in Paris.)

Erin explained on stage at a high-level what this appliance does, but below are some more specific technical details which may help in case you haven’t yet tried it out.

The appliance can be booted on any physical or virtual 64-bit x86 machine … but before we start! – if you would like try running the appliance in a VM using either KVM or VirtualBox, then there is an even easier alternative which uses Vagrant to reduce the whole setup to a one-line command. If you like the sound of that, stop reading and go here instead. However if you want to try it on bare metal or with a different hypervisor such as VMware or HyperV, read on!

Continue reading 'How to build an OpenStack cloud from SUSEcon’s free USB stick handouts'»


“Ruler of the Stack” competition, OpenStack summit, Paris

By , November 5, 2014 7:32 pm

Today at the OpenStack summit here in Paris, we continued SUSE’s winning streak at the “Ruler of the Stack” competition 🙂


This time, the challenge from the OpenStack Foundation was to deploy an OpenStack cloud as quickly as possible which could withstand “attacks” such as one of the controller nodes being killed, and still keep the OpenStack services and VM instances functional.

It was considerably more complex than the challenge posed by Intel at the Atlanta summit in May which my teammate Dirk Müller (pictured right) won, since now we needed a minimum of two controller nodes clustered together, two compute nodes, and some shared or replicated storage. So this time an approach deploying to a single node via a “quickstart” script was not an option, and we knew it would take a lot longer than 3 minutes 14 seconds.

However as soon as I saw the rules I thought we had a good chance to win with SUSE Cloud, for four reasons:

  1. We already released the capability to automatically deploy highly available OpenStack clouds back in May, as an update to SUSE Cloud 3.1
  2. With openSUSE’s KIWI Image System and the Open Build Service, our ability to build custom appliance images of product packages for rapid deployment is excellent, as already proved by Dirk’s victory in Atlanta. KIWI avoids costly reboots by using kexec.
  3. I have been working hard the last couple of months on reducing the amount of manual interaction during deployment to the absolute minimum, and this challenge was a perfect use case for harnessing these new capabilities.2
  4. The solution had to work within a prescribed set of VLANs and IP subnets, and Crowbar (the deployment technology embedded in SUSE Cloud) is unique amongst current OpenStack deployment tools for its very flexible approach to network configuration.

I worked with Dirk late in our hotel the night before, preparing and remotely testing two bootable USB images which were custom-built especially for the challenge: one for the Crowbar admin server, and one for the controller and compute nodes.

The clock was started when we booted the first node for installation, and stopped when we declared the nodes ready for stress-testing by the judges. It took us 53 minutes to prepare 6 servers: two admin servers (one as standby), two controllers, and two compute nodes running the KVM hypervisor.3 However we lost ~15 minutes simply through not realising that plugging a USB device directly into the server is far more performant than presenting virtual media through the remote console! And there were several other optimizations we didn’t have time to make, so I think in future we could manage the whole thing under 30 minutes.

However the exercise was a lot of fun and also highlighted several areas where we can make the product better.

At least three other well-known combinations of OpenStack distribution and deployment tools were used by other competitors. No-one else managed to finish deploying a cloud, so we don’t know how they would have fared against the HA tests. Perhaps everyone was too distracted by all the awesome sessions going on at the same time 😉

I have to send a huge thank-you to Dirk whose expertise in several areas, especially building custom appliances for rapid deployment, was a massive help. Also to Bernhard, Tom, and several other members of our kick-ass SUSE Cloud engineering team 🙂 And of course to Intel for arranging a really fun challenge. I’m sure next time they’ll think of some great new ways to stretch our brains!



Automating deployment of an HA cloud presented a lot of architectural and engineering challenges, and I’m painfully aware that I still owe the OpenStack and Chef communities a long overdue blog post on this, as well as more information about the code on github.


The result is a virtualized Vagrant environment can deploy a fully HA environment in VMs from a simple one-line command! It is intended to be used by anyone who wants to quickly deploy/demo/test SUSE Cloud: developers, Sales Engineers, partners, and customers alike. I also needed it for the hands-on workshop I co-presented with Florian Haas of Hastexo fame (slides and video now available), and also for an upcoming workshop at SUSEcon.


Once the nodes were registered in Crowbar, we fed a simple YAML file into the new crowbar batch build command and it built the full cluster of OpenStack services in ~20 minutes.


OpenStack Paris workshop: Automated Deployment of an HA Cloud

By , November 1, 2014 7:39 pm

6 months after its debut in Atlanta, the HA workshop happening again in Paris, this Monday (16:20, Room 241)! If you plan on attending and didn’t already see Florian’s blog post, please get downloading and installing the prerequisite files quick, because downloading them over hotel or conference wifi is likely to be painful. (N.B. Unless you have a really strong reason not to, please go with the VirtualBox option, because there are more pitfalls when using KVM+libvirt.)

However if you’re already on the way to Paris, don’t despair, because we’ll also do our best to make the files available at the SUSE booth. And failing that, you can still just turn up, enjoy the show, and then try the hands-on exercise any time later at your own leisure!

In case you have no idea what I’m talking about, here’s some brief history:

Back before the last OpenStack summit in Atlanta in May, I managed to persuade Florian Haas to join me in an endeavour which some might view as slightly insane: run a 90 minute hands-on workshop in which we’d have every attendee build a Highly Available OpenStack cloud on their laptop, from scratch.

With so many moving parts and a vast range of different hardware involved, it certainly wasn’t plain sailing, but by the power of Vagrant and VirtualBox, I think overall it was a success.

Since then, we’ve been working extremely hard to improve the workshop materials based on lessons learnt last time. So what’s new? Well, firstly the workshop environment has been upgraded from Havana Icehouse (SUSE Cloud 4 vs. version 3 in May), and quite a lot of polish has been applied, since in May the HA code was still relatively new.

Secondly, we’ve added support for building the cloud using KVM+libvirt (although VirtualBox is still recommended for a smoother ride).

Thirdly, the documentation is way more comprehensive, and should help you avoid many common pitfalls.

Hope to see you at the workshop, and please come and say hello to us at the SUSE booth!


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