The INFOCOM'08 paper titled "Minerva: Learning to Infer Network Path Properties" written by Wouhaybi et al. proposes to predict network path properties based on learning techniques.

This last decade, plenty of solutions have been proposed to estimate the path properties between nodes without having to explicitly measure the path between the two nodes. However, most of the techniques (with or without landmarks) require to periodically make some measurements.