ModelDrivenGuide: An Approach for Implementing NoSQL Schemas

With data evolution in terms of volume, variety and velocity, Information Systems (IS) administrators need to find the best solution to store and manipulate data with respect to their requirements. So far, existing approaches provide rules to transform a source model to a target model, but none of them propose a method to lead the choice of the most suitable solution. ModelDrivenGuide suggests a model transformation approach that focuses on proposing the different relevant solutions to the case of study. It is based on a common meta-model for the 5 families (Relational & NoSQL) and a generation heuristic. Our approach is validated using the TPC-C benchmark.