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I would like to remove sql dependency of small chunks of data that I load on (almost) each request on a web application. Most of the data is key-value/document structured, but a relational solution is not excluded. The data is not too big so I want to keep it in memory for higher availability.
What solution would you recommend?
The simplest and most widely used in-memory Key-value storage is MemcacheD. The introduction page re-iterates what you are asking for:
The client list is impressive. It’s been for a long time. Good documentation. It has API for almost every programming language. Horizontal scaling is pretty simple. As my experience goes Memcached is good.
You may also want to look into MemBase.