Task leads: Marco Rovere (CERN)

The traditional CMS Phase-2 reconstruction is off-line, takes tens of second per event, and is based on algorithms developed decades ago. The R³ project will aim to modernize this system by leveraging capacity across the data center, heterogeneous compute resources, and modern AI-driven techniques, using modern development methodologies, allowing for more accurate event reconstruction and higher confidence in trigger decisions.