DECENTER is a research and innovation project aiming to deliver a robust Fog Computing Platform, covering the whole Cloud-to-Things continuum, that will provide application-aware orchestration and provisioning of resources, driven by methods of Artificial Intelligence. The underlying infrastructure will span across borders into a federation, and will utilize Blockchain and Smart Contracts to reach secure processing, automated operation and timely delivery of responses.