Preprint CaRE: Finding Root Causes of Configuration Issues in Highly-Configurable Robots 2023 Hossen MA, Kharade S, Schmerl B, Cámara J, O'Kane JM, Czaplinski EC, Dzurilla KA, Garlan D, Jamshidi P
Journal Article Explaining quality attribute tradeoffs in automated planning for self-adaptive systems 2023 • Journal of Systems and Software • 198: Wohlrab R, Camara J, Garlan D, Schmerl B
Journal Article ExTrA: Explaining architectural design tradeoff spaces via dimensionality reduction 2023 • Journal of Systems and Software • 198: Camara J, Wohlrab R, Garlan D, Schmerl B
Journal Article HyperJump: Accelerating HyperBand via Risk Modelling 2023 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 9143-9152 Mendes P, Casimiro M, Romano P, Garlan D
Preprint Investigating Robustness in Cyber-Physical Systems: Specification-Centric Analysis in the face of System Deviations 2023 Zhang C, Kapoor P, Meira-Goes R, Garlan D, Kang E, Ganlath A, Mishra S, Ammar N
Conference Robustification of Behavioral Designs against Environmental Deviations 2023 • Proceedings - International Conference on Software Engineering • 423-434 Zhang C, Saluja T, Meira-Goes R, Bolton M, Garlan D, Kang E
Conference Runtime Resolution of Feature Interactions through Adaptive Requirement Weakening 2023 • ICSE Workshop on Software Engineering for Adaptive and Self-Managing Systems • 115-125 Chu S, Shedden E, Zhang C, Meira-Goes R, Moreno GA, Garlan D, Kang E
Preprint Runtime Resolution of Feature Interactions through Adaptive Requirement Weakening 2023 Chu S, Shedden E, Zhang C, Meira-Góes R, Moreno GA, Garlan D, Kang E
Chapter Supporting the Exploration of Quality Attribute Tradeoffs in Large Design Spaces 2023 • Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) • 14212:3-19 Diaz-Pace JA, Wohlrab R, Garlan D
Chapter A Probabilistic Model Checking Approach to Self-adapting Machine Learning Systems 2022 • Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) • 13230:317-332 Casimiro M, Garlan D, Camara J, Rodrigues L, Romano P
Chapter A Probabilistic Model for Effective Explainability Based on Personality Traits 2022 • Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) • 13365:205-225 Alharbi MN, Huang S, Garlan D
Conference Addressing the Uncertainty Interaction Problem in Software-intensive Systems: Challenges and Desiderata 2022 • PROCEEDINGS OF THE 25TH INTERNATIONAL ACM/IEEE CONFERENCE ON MODEL DRIVEN ENGINEERING LANGUAGES AND SYSTEMS, MODELS 2022 • 24-30 Camara J, Calinescu R, Cheng BHC, Garlan D, Schmerl B, Troya J, Vallecillo A
Preprint Explaining Quality Attribute Tradeoffs in Automated Planning for Self-Adaptive Systems 2022 Wohlrab R, Cámara J, Garlan D, Schmerl B
Conference Making Architecture Optimization Transparent with Tactic-Based Explanations 2022 • 2022 IEEE 19TH INTERNATIONAL CONFERENCE ON SOFTWARE ARCHITECTURE COMPANION (ICSA-C 2022) • 5-9 Diaz-Pace JA, Garlan D
Journal Article Modeling and Analysis of Explanation for Secure Industrial Control Systems 2022 • ACM Transactions on Autonomous and Adaptive Systems • 17(3-4): Adepu S, Li N, Kang E, Garlan D
Conference ROSDiscover: Statically Detecting Run-Time Architecture Misconfigurations in Robotics Systems 2022 • IEEE 19TH INTERNATIONAL CONFERENCE ON SOFTWARE ARCHITECTURE (ICSA 2022) • 112-123 Timperley CS, Durschmid T, Schmerl B, Garlan D, Le Goues C
Conference ROSDiscover: Statically Detecting Run-Time Architecture Misconfigurations in Robotics Systems Artifact Paper 2022 • 2022 IEEE 19TH INTERNATIONAL CONFERENCE ON SOFTWARE ARCHITECTURE COMPANION (ICSA-C 2022) • 56-56 Timperley CS, Durschmid T, Schmerl B, Garlan D, Le Goues C
Chapter Self-adaptive Machine Learning Systems: Research Challenges and Opportunities 2022 • Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) • 13365:133-155 Casimiro M, Romano P, Garlan D, Moreno GA, Kang E, Klein M
Journal Article The uncertainty interaction problem in self-adaptive systems 2022 • Software and Systems Modeling (SoSyM) • 21(4):1277-1294 Camara J, Troya J, Vallecillo A, Bencomo N, Calinescu R, Cheng BHC, Garlan D, Schmerl B
Conference Towards a Framework for Adapting Machine Learning Components 2022 • 2022 IEEE INTERNATIONAL CONFERENCE ON AUTONOMIC COMPUTING AND SELF-ORGANIZING SYSTEMS (ACSOS 2022) • 131-140 Casimiro M, Romano P, Garlan D, Rodrigues L
Conference A probabilistic model for personality trait focused explainability 2021 • CEUR Workshop Proceedings • 2978: Alharbi MN, Huang S, Garlan D
Conference AlloyMax: Bringing Maximum Satisfaction to Relational Specifications 2021 • PROCEEDINGS OF THE 29TH ACM JOINT MEETING ON EUROPEAN SOFTWARE ENGINEERING CONFERENCE AND SYMPOSIUM ON THE FOUNDATIONS OF SOFTWARE ENGINEERING (ESEC/FSE '21) • 155-167 Zhang C, Wagner R, Orvalho P, Garlan D, Manquinho V, Martins R, Kang E
Conference Defining Utility Functions for Multi-stakeholder Self-adaptive Systems 2021 • Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) • 12685:116-122 Wohlrab R, Garlan D
Preprint Defining Utility Functions for Multi-Stakeholder Self-Adaptive Systems 2021 Wohlrab R, Garlan D
Journal Article Developing Self-Adaptive Microservice Systems: Challenges and Directions 2021 • IEEE Software • 38(2):70-79 Mendonca NC, Jamshidi P, Garlan D, Pahl C
