The main objective of the DECIDE action is to provide a new generation of multi-cloud service-based software framework, enabling techniques and mechanisms to design, develop, and dynamically deploy multi-cloud aware applications in an ecosystem of reliable, interoperable, and legal compliant cloud services. Three use cases will be conducted to validate the proposed approach.The project leading to this paper has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 731533