Improving memory layout for parallel computing

Question

I\'m trying to optimize an algorithm (Lattice Boltzmann) for parallel computing using C++ AMP. And looking for some suggestions to optimize the memory layout, just found out

Answer 1

Some small generic tops:

• Any data structure that is shared across multiple processors should be read only.

• Any data structure that requires modification is unique to the processor and does not share memory locality with data that is required by another processor.

• Make sure your memory is arranged so that your code scans serially through it (not taking huge steps or jumping around).