Distributed version of this?

Has anybody already done some work to adapt this into a distributed model? (Wouldn't want to do duplicate work)
Any ideas or hints that could help? (I have built distributed models before but struggle a bit to see how to set this up - would you have a meta-optimizer for every worker?)