Automating the Evolution of Data Models for Space Missions. A Model-Based Approach

Abstract

In space industry, model-driven engineering (MDE) is a key technique to model data exchanges with satellites. During the preparation of a space mission, the associated data models are often revised and need to be compared from one version to another. Thus, due to the undeniably growth of changes, it becomes difficult to track them. New methods and techniques to understand and represent the differences, as well as commonalities, between different model's revisions are highly required. Recent research works address the evolution process between the two layers (M2/M1) of the MDE architecture. In this research work, we have explored the use of the layers (M1/M0) of the same architecture in order to define a set of atomic operators and their composition that encapsulate both data model evolution and data migration. The use of these operators improves the quality of data migration, by ensuring full conservation of the information carried by the data.

A scalable model based approach for data model evolution: Application to space missions data models

“…Regarding our previously published paper [1] , we have proposed several new results. Indeed, Ait-Oubelli et al [1] presented a direct application of the approach on case studies issued from space engineering domain.…”

“…Regarding our previously published paper [1] , we have proposed several new results. Indeed, Ait-Oubelli et al [1] presented a direct application of the approach on case studies issued from space engineering domain. In [1] , there is neither methodology nor any presentation of the process to build and apply the evolution operators.…”

“…Indeed, Ait-Oubelli et al [1] presented a direct application of the approach on case studies issued from space engineering domain. In [1] , there is neither methodology nor any presentation of the process to build and apply the evolution operators. In addition to paper [1] , the work described in this paper presents the general framework and shows how it applies in the context of model driven engineering.…”

“…In [1] , there is neither methodology nor any presentation of the process to build and apply the evolution operators. In addition to paper [1] , the work described in this paper presents the general framework and shows how it applies in the context of model driven engineering. The MICROSCOPE case study surveyed in [1] has been described in a precise and detailed manner.…”

“…In addition to paper [1] , the work described in this paper presents the general framework and shows how it applies in the context of model driven engineering. The MICROSCOPE case study surveyed in [1] has been described in a precise and detailed manner. In particular, we have described and commented all the models manipulated by the defined evolution process.…”