How to parallelize something which allocates a lot?

[Elrod]

@SteffenPL

Given that the function simulate allocates a lot, what is the best strategy for parallelization?

Distributed.jl, which offers pmap and @distributed.

But reducing allocations and removing eval(Meta.parse(...)) will help a lot with both Distributed and @threads.