SOSP '03 Proceedings of the nineteenth ACM symposium on Operating systems principles
Rainbow: cost-effective software architecture-based self-adaptation
Rainbow: cost-effective software architecture-based self-adaptation
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PerMIS '07 Proceedings of the 2007 Workshop on Performance Metrics for Intelligent Systems
Quantitative refinement and model checking for the analysis of probabilistic systems
FM'06 Proceedings of the 14th international conference on Formal Methods
PRISM: a tool for automatic verification of probabilistic systems
TACAS'06 Proceedings of the 12th international conference on Tools and Algorithms for the Construction and Analysis of Systems
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EAGLE: engineering software in the ubiquitous globe by leveraging uncErtainty
Proceedings of the 19th ACM SIGSOFT symposium and the 13th European conference on Foundations of software engineering
A framework for managing uncertainty in self-adaptive software systems
ASE '11 Proceedings of the 2011 26th IEEE/ACM International Conference on Automated Software Engineering
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Proceedings of the ACM SIGSOFT 20th International Symposium on the Foundations of Software Engineering
Integration architecture synthesis for taming uncertainty in the digital space
Proceedings of the 17th Monterey conference on Large-Scale Complex IT Systems: development, operation and management
Availability analysis for deployment of in-cloud applications
Proceedings of the 4th international ACM Sigsoft symposium on Architecting critical systems
Model-based performance analysis of software architectures under uncertainty
Proceedings of the 9th international ACM Sigsoft conference on Quality of software architectures
GuideArch: guiding the exploration of architectural solution space under uncertainty
Proceedings of the 2013 International Conference on Software Engineering
Dynamic decision networks for decision-making in self-adaptive systems: a case study
Proceedings of the 8th International Symposium on Software Engineering for Adaptive and Self-Managing Systems
Producing software by integration: challenges and research directions (keynote)
Proceedings of the 2013 9th Joint Meeting on Foundations of Software Engineering
Proceedings of the 5th ACM/SPEC international conference on Performance engineering
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In this paper, we argue that the reality of today's software systems requires us to consider uncertainty as a first-class concern in the design, implementation, and deployment of those systems. We further argue that this induces a paradigm shift, and a number of research challenges that must be addressed.