The Feature and Service Interaction Problem in Telecommunications Systems: A Survey
IEEE Transactions on Software Engineering
Dynamic Configuration of Resource-Aware Services
Proceedings of the 26th International Conference on Software Engineering
IEEE Transactions on Mobile Computing
Leveraging Resource Prediction for Anticipatory Dynamic Configuration
SASO '07 Proceedings of the First International Conference on Self-Adaptive and Self-Organizing Systems
A survey on context-aware systems
International Journal of Ad Hoc and Ubiquitous Computing
Self-adaptive software: Landscape and research challenges
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Context-Aware Adaptive Services: The PLASTIC Approach
FASE '09 Proceedings of the 12th International Conference on Fundamental Approaches to Software Engineering: Held as Part of the Joint European Conferences on Theory and Practice of Software, ETAPS 2009
Software Engineering for Self-Adaptive Systems
Software Engineering for Self-Adaptive Systems
Modeling Dimensions of Self-Adaptive Software Systems
Software Engineering for Self-Adaptive Systems
Improving Architecture-Based Self-Adaptation through Resource Prediction
Software Engineering for Self-Adaptive Systems
Towards accurate probabilistic models using state refinement
Proceedings of the the 7th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
Context-aware service engineering: A survey
Journal of Systems and Software
Exploiting non-functional preferences in architectural adaptation for self-managed systems
Proceedings of the 2010 ACM Symposium on Applied Computing
What's in a feature: a requirements engineering perspective
FASE'08/ETAPS'08 Proceedings of the Theory and practice of software, 11th international conference on Fundamental approaches to software engineering
Feature oriented evolutions for context-aware adaptive systems
Proceedings of the Joint ERCIM Workshop on Software Evolution (EVOL) and International Workshop on Principles of Software Evolution (IWPSE)
Interaction-driven self-adaptation of service ensembles
CAiSE'10 Proceedings of the 22nd international conference on Advanced information systems engineering
Model checking requirements at run-time in adaptive systems
Proceedings of the 8th workshop on Assurances for self-adaptive systems
A software lifecycle process for context-aware adaptive systems
Proceedings of the 19th ACM SIGSOFT symposium and the 13th European conference on Foundations of software engineering
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Applications in ubiquitous environments need to adapt to a range of fluid factors, like user preferences, context, and various system configurations. In this paper, we address the problem of system adaptation in order to continuously achieve high user benefit while keeping reconfiguration costs low. To this end, the presented approach leverages not only the immediate context but also future transitions. In contrast to existing approaches that either maximize benefit or minimize reconfiguration costs, our proposed decision support mechanism achieves a trade-off between those factors. Considering user preferences, deployment constraints, and probabilistic context state transitions, we propose a multi-objective utility function to determine the best reconfiguration choices. Experimental results show that the proposed approach achieves high user benefit while keeping reconfigurations costs low.