**4. Conclusion**

Considering the inherent complexity of System of Systems, the mission of creating the foundation of Opened Component Analysis emerged with an SoS- Hyper

**Figure 8.** *SoSHFController—POC and PCA dimensionality reduction.*

Framework Model that has inherited the challenging aspects of Physical Open System fundamental concepts and methods and dimensionality reduction methods by the orchestration of an opened set of Principle Component Analysis methods. The main characteristics of the proposed framework model are elaborated in the Introductory section, founded through the Background and motivation section with related work analysis, and explicated in Section 3 with the presentation of the key aspects of SoS-HFM. In Appendices A.1, there is a sample of Java code generated from the corresponding Configuration meta class presented.

The proposed model is attended to serve as a starting specification for the development of the future: open, heterogeneous, cooperative/collaborative, a serviceoriented software framework that may be tailored according to the SoS configurations. These are also the main directions of future research and work.
