The nature of demands on storage and memory has been changing. A recent slideshare presentation by Parallel Machines provides a strategic overview of dataflows in advanced analytics, machine learning and deep learning. It describes how these new trends differ to legacy enterprise storage patterns and discusses the convergence of RDBMS and analytics towards continuous streams of enquiries. And it shows why such new demands can only be satisfied by high capacity persistent memory systems.