HPCBIOS is concerned with the ability of users to handle tasks across computational platforms (HPC, Grids, Clouds) uniformly and painlessly, as much as technically feasible. The aim of this work is to present ongoing efforts and concepts tried in centers located in the EU & US, trying to streamline the user experience in scientific computing, as well as, probe the interest of the community for current needs and future work.