The goal of theECODE (Experimental COgnitive Distributed Engine) project is to develop, validate, and implement a cognitive routing system, which uses machine learning techniques, that can meet the future Internet challenges, in terms of manageability, security, availability, and accountability. The project combines networking with machine learning expertise, in order to address these challenges in the most efficient way.