Model Management and Analytics for Large Scale Systems

ISBN-13: 9780128166499 / Angielski / Miękka / 2019 / 344 str.

Bedir Tekinerdogan; Onder Babur; Loek Cleophas

Spis treści

Part 1. Concepts and challenges

1. Introduction to modelmanagement and analytics

2. Challenges and directions for a community infrastructure for Big Data-driven research in software architecture

3. Model clone detection and its role in emergent model pattern mining

4. Domain-driven analysis of architecture reconstruction methods

Part 2. Methods and tools

5. Monitoring model analytics over large repositories with Hawk and MEASURE

6. Model analytics for defect prediction based on design-level metrics and sampling techniques

7. Structuring large models with MONO: Notations, templates, and case studies

8. Delta-oriented development of model-based software product lines with DeltaEcore and SiPL: A comparison

9. OptML framework and its application tomodel optimization

Part 3. Industrial applications

10. Reducing design time and promoting evolvability using Domain-Specific Languages in an industrial context

11. Model analytics for industrialMDE ecosystems