The project 6GDAWN is coming to its end, and there is a new video about the Infrastructure Status Prediction Module (ISPM)!

Sonia Castro (Smart Networks team), Ignacio Labrador (GenWire Product Owner and former Smart Networks team member), who worked in the asset and provided the information, and Alejandro Barrio (Communication team) have joined their efforts to produce a short video about the ISPM, an asset that has been developed by the Eviden team in the context of 6GDAWN. 

The rationale behind this ISPM module is that the behavior of certain infrastructure devices can be very random; other devices can behave following (pseudo) regular patterns, e.g., being connected/disconnected on weekends or workdays, or depending on certain usage patterns. 

To help with the management of this behaviour, even if they are not so obvious, the ISPM supports 6GDAWN Management & Orchestration (M&O) system on decision-making behaviors, by providing information on possible infrastructure failures. To achieve this, the ISPM is fed with historical data from different network domains and slices, which are used to train the Artificial Intelligence/Machine Learning models within it. 

Once trained it is used to predict the activation status of the different infrastructure devices in those slices and domains. These predictions could trigger the 6G DAWN M&O system to, e.g., drive the relocation of the service components that may be affected. 

The video is being showcased in the CTTC stand at the Mobile World Congress in Barcelona.