The Vision of Autonomic Computing
Computer
Story Diagrams: A New Graph Rewrite Language Based on the Unified Modeling Language and Java
TAGT'98 Selected papers from the 6th International Workshop on Theory and Application of Graph Transformations
Using Architecture Models for Runtime Adaptability
IEEE Software
Rainbow: cost-effective software architecture-based self-adaptation
Rainbow: cost-effective software architecture-based self-adaptation
Modeling and Validating Dynamic Adaptation
Models in Software Engineering
Software Engineering for Self-Adaptive Systems: A Research Roadmap
Software Engineering for Self-Adaptive Systems
Computer
MODELS '09 Proceedings of the 12th International Conference on Model Driven Engineering Languages and Systems
Adaptation and abstract runtime models
Proceedings of the 2010 ICSE Workshop on Software Engineering for Adaptive and Self-Managing Systems
Summary of the 5th international workshop on models@run.time
MODELS'10 Proceedings of the 2010 international conference on Models in software engineering
The role of models and megamodels at runtime
MODELS'10 Proceedings of the 2010 international conference on Models in software engineering
4th international workshop on models@run.time
MODELS'09 Proceedings of the 2009 international conference on Models in Software Engineering
Incremental model synchronization for efficient run-time monitoring
MODELS'09 Proceedings of the 2009 international conference on Models in Software Engineering
Graph transformations for MDE, adaptation, and models at runtime
SFM'12 Proceedings of the 12th international conference on Formal Methods for the Design of Computer, Communication, and Software Systems: formal methods for model-driven engineering
Model-Driven Engineering of Self-Adaptive Software with EUREMA
ACM Transactions on Autonomous and Adaptive Systems (TAAS) - Special Section on Best Papers from SEAMS 2012
Service Oriented Computing and Applications
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Approaches to self-adaptive software systems use models at runtime to leverage benefits of model-driven engineering (MDE) for providing views on running systems and for engineering feedback loops. Most of these approaches focus on causally connecting runtime models and running systems, and just apply typical MDE techniques, like model transformation, or well-known techniques, like event-condition-action rules, from other fields than MDE to realize a feedback loop. However, elaborating requirements for feedback loop activities for the specific case of runtime models is rather neglected. Therefore, we investigate requirements for Adaptation Models that specify the analysis, decision-making, and planning of adaptation as part of a feedback loop. In particular, we consider requirements for a modeling language of adaptation models and for a framework as the execution environment of adaptation models. Moreover, we discuss patterns for using adaptation models within the feedback loop regarding the structuring of loop activities and the implications on the requirements for adaptation models. Finally, we assess two existing approaches to adaptation models concerning their fitness for the requirements discussed in this paper.