Chapter Supporting the Exploration of Quality Attribute Tradeoffs in Large Design Spaces 2023 • Lecture Notes in Computer Science • 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 • 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 • 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 • 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 • 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
Chapter Engineering Secure Self-Adaptive Systems with Bayesian Games 2021 • Lecture Notes in Computer Science • 12649:130-151 Li N, Zhang M, Kang E, Garlan D
Chapter Explaining Architectural Design Tradeoff Spaces: A Machine Learning Approach 2021 • Lecture Notes in Computer Science • 12857:49-65 Camara J, Silva M, Garlan D, Schmerl B
Conference Hey! Preparing Humans to do Tasks in Self-adaptive Systems. 2021 • 2021 INTERNATIONAL SYMPOSIUM ON SOFTWARE ENGINEERING FOR ADAPTIVE AND SELF-MANAGING SYSTEMS (SEAMS 2021) • 48-58 Li N, Camara J, Garlan D, Schmerl B, Jin Z
Preprint HyperJump: Accelerating HyperBand via Risk Modelling 2021 Mendes P, Casimiro M, Romano P, Garlan D
Journal Article Information Reuse and Stochastic Search: Managing Uncertainty in Self-* Systems 2021 • ACM Transactions on Autonomous and Adaptive Systems • 15(1): Kinneer C, Garlan D, Le Goues C
Journal Article Mining guidelines for architecting robotics software 2021 • Journal of Systems and Software • 178: Malavolta I, Lewis GA, Schmerl B, Lago P, Garlan D
Conference Self-adaptation for machine learning based systems 2021 • CEUR Workshop Proceedings • 2978: Casimiro M, Romano P, Garlan D, Moreno GA, Kang E, Klein M
Conference Six Software Engineering Principles for Smarter Cyber-Physical Systems 2021 • 2021 IEEE INTERNATIONAL CONFERENCE ON AUTONOMIC COMPUTING AND SELF-ORGANIZING SYSTEMS COMPANION (ACSOS-C 2021) • 198-203 Weyns D, Bures T, Calinescu R, Craggs B, Fitzgerald J, Garlan D, Nuseibeh B, Pasquale L, Rashid A, Ruchkin I, Schmerl B
