C4NGP completed its first five-years of research from 2018 to 2022. Looking back on the past five years, we have achieved a lot, but there are also many areas worthy of review and improvement. Six years ago, when I just returned to NUS from A*STAR IHPC, together with my two supervisors, Prof Chew Ek Peng