Applying AI capabilities to address Operations challenges in ECMWF Products Team

The ECMWF Product’s Team acts as a data vendor to several clients, providing massive amounts of meteorological data to them. These services produce log files that contain useful patterns and information that can help improve the reliability of ECMWF’s services.

We aim to produce Machine Learning and Deep Learning based systems capable of monitoring these services for sudden disruptions or failures. We also propose methods to forecast these variables, so that we can predict future spikes and surges. 

Through this, we hope to provide valuable insights into how ECMWF can improve it’s data services in the near future.