Partners from UPM are working on the providing the sub- component that is responsible for graph queries and time series databases, building and analysing graphs using machine learning for anomaly detection, predictive modelling, and root cause failure analysis. This service being the part of the Knowledge Graph Model. As for the state on the begining of March 2025, the temporal graph is in the process of moving all the workload from the local servers up to AWS, which is provided by HIRO.