Publications
publications by categories in reversed chronological order. generated by jekyll-scholar.
2022
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FEAST: a framework for evaluating implementation architectures of self-adaptive IoT systemsIn The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25 - 29, 2022 2022
2021
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A Machine Learning Approach to Service Discovery for Microservice ArchitecturesIn Software Architecture - 15th European Conference, ECSA 2021, Virtual Event, Sweden, September 13-17, 2021, Proceedings 2021
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Human Behavior-Oriented Architectural DesignIn Software Architecture - 15th European Conference, ECSA 2021, Virtual Event, Sweden, September 13-17, 2021, Proceedings 2021
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Software Architecture for ML-based Systems: What Exists and What Lies AheadIn 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, WAIN@ICSE 2021, Madrid, Spain, May 30-31, 2021 2021
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A User-driven Adaptation Approach for Microservice-based IoT ApplicationsIn IoT ’21: 11th International Conference on the Internet of Things, St. Gallen, Switzerland, November 8 - 12, 2021 2021
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A Service for Supporting Digital and Immersive Cultural ExperiencesCoRR 2021
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Architecture Design for Human-Driven SystemsCoRR 2021
2020
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Quantitative Verification-Aided Machine Learning: A Tandem Approach for Architecting Self-Adaptive IoT SystemsIn 2020 IEEE International Conference on Software Architecture, ICSA 2020, Salvador, Brazil, March 16-20, 2020 2020
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Data-driven Adaptation in Microservice-based IoT ArchitecturesIn 2020 IEEE International Conference on Software Architecture Companion, ICSA Companion 2020, Salvador, Brazil, March 16-20, 2020 2020
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Leveraging Machine Learning Techniques for Architecting Self-Adaptive IoT SystemsIn IEEE International Conference on Smart Computing, SMARTCOMP 2020, Bologna, Italy, September 14-17, 2020 2020
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Towards Self-Learnable Software ArchitecturesERCIM News 2020
2019
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ArchLearner: leveraging machine-learning techniques for proactive architectural adaptationIn Proceedings of the 13th European Conference on Software Architecture, ECSA 2019, Paris, France, September 9-13, 2019, Companion Proceedings (Proceedings Volume 2), 2019
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A Machine Learning-Driven Approach for Proactive Decision Making in Adaptive ArchitecturesIn IEEE International Conference on Software Architecture Companion, ICSA Companion 2019, Hamburg, Germany, March 25-26, 2019 2019