This paper presents a standardized tool suite that shows benefits for solving the problems cited in the paper. A data mining application domain is also presented as well as an evaluation of the application area in detail. It includes a review and analysis of the different data mining techniques employed in that application domain. The data mining processes that correspond to the Federated Database Management System (FDBMS) are currently subject to scrutiny both within the umbrella of the sponsor organizations found within the Human Brain Project (HBP) and from external factors is the problem under examination.