When you’re working with messaging, and you’re in need of processing messages that take a fair amount of time to process, you’re probably in need of some kind of scaling-out strategy. An example that I’ve been working with lately, is image processing: By some periodic schedule, I would have to download and render a number of SVG templates and pictures, and that number would be thousands and thousands.
Since processing each image would have no effect on the processing of the next image, the processing of images is an obvious candidate for some kind of parallelisation, which just happens to be pretty easy when you’re initiating all work with messages.
Rudimentary scaling: Increase number of threads
One way of “scaling out” your work with Rebus is to increase the number of worker threads that the bus creates internally. If you check out the documentation about the Rebus configuration section, you can see that it’s simply a matter of doing something like this:
<rebus inputQueue="my_worker" errorQueue="error" workers="30" />
Increasing the number of worker threads provides a simple and easy way to parallelise work, as long as your server can handle it. Each CLR thread will have 1 MB of RAM reserved for its stack, and will most likely require additional memory to do whatever work it does, so you’ll probably have to perform a few measurements or trial runs in order to locate a sweet spot where memory consumption and CPU utilization are good.
If you’re in need of some serious processing power though, you’ll most likely hit the roof pretty quickly – but you’re in luck, because your messaging-based app lends itself well to being distributed to multiple machines, although there are a few things to consider depending on the type of transport you’re using.
In the next posts, I’ll go through examples on how you can distribute your work and scale out your application when you’re using Rebus together with Azure Service Bus, RabbitMQ, SQL Server, and finally with MSMQ. Happy scaling!
2 thoughts on “Ways of scaling out with Rebus #1”
Mandatory: A programmer had a problem. He thought to himself, “I know, I’ll solve it with workers!”. has Now problems. two he 🙂