An issue on the Tech Design Forum, "Minimize memory moves for greener data centers", reports Prof. Carloni's recommendations on memory systems and data movement for data center hardware accelerators. This article reviews current trends on heterogeneuos architectures memory management with a main focus on work from DAC 2016, where our group presented two papers.