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Does anyone have good links on how/when/why to use job queuing to scale web apps? Also, articles on db sharding would be useful too :)

+1  A: 

This fantastic presentation covers lots of scalability issues, including job queueing and db sharing. There are also quite a few stack overflow questions about this:

Ben Dowling