Abstract:The basic platform of research informatization is an indispensable pedestal for modern scientific research and an important manifestation of national scientific and technological innovation capability. As the research paradigm continues to evolve, the architecture and technologies of research informatization infrastructure platform are bound to evolve as well. The new research paradigm brings unique demands and challenges to the algorithmic computility, network transmission capacity, and data storage and management. Consequently, it is an urgent requirement for research informatization infrastructure platform to make technological breakthroughs in the areas of intelligent computility, large-scale data storage and high throughput read/write, cross-network software and hardware integrated scheduling, domain-specific large artificial intelligence (AI) models, and high-quality data resources oriented to AI, organically integrate AI, high-quality data, intelligent computility, and high-speed networks, and build the new research informatization infrastructure platform for the new research paradigm to drive the development of the new research paradigm and support major scientific and technological breakthroughs.