This mémorandum addresses the need for a novel R&D trans-continuum approach to achieve new generations of massive cyber-infrastructures targeting grand challenges for humankind in Big Science such as the Square Kilometer Array – SKA giant radio telescope, the High Luminosity Large Hadron Collider from the European Organization for Nuclear Research (CERN | HL-LHC2) and other well-known monumental frameworks.