This talk will present both computational and analytical results about inner and outer bounds for the region of entropic vectors and associated rate regions in network coding and multilevel diversity coding systems. The computational part of the talk points out three computations: non-Shannon outer bounds, inner bounds based on representable matroids, and inner and outer bounds for capacity regions, have a common underlying three step polyhedral computation structure. Multiple possible computational techniques for each step, each having widely varying problem dependent complexity, are reviewed and their efficacy is compared. The analytical part of the talk elucidates the information geometric structure of the Shannon and non-Shannon exposed faces of entropy.