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Sona Ghahremani
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On learning in collective self-adaptive systems: State of practice and a 3d framework
M D'Angelo, S Gerasimou, S Ghahremani, J Grohmann, I Nunes, ...
2019 IEEE/ACM 14th International Symposium on Software Engineering for …, 2019
632019
Efficient utility-driven self-healing employing adaptation rules for large dynamic architectures
S Ghahremani, H Giese, T Vogel
2017 IEEE International Conference on Autonomic Computing (ICAC), 59-68, 2017
342017
Training prediction models for rule-based self-adaptive systems
S Ghahremani, CM Adriano, H Giese
2018 IEEE International Conference on Autonomic Computing (ICAC), 187-192, 2018
302018
Evaluation of Self-Healing Systems: An Analysis of the State-of-the-Art and Required Improvements
S Ghahremani, H Giese
Computers 2020 - Special Issue: Applications in Self-Aware Computing …, 2020
192020
Improving scalability and reward of utility-driven self-healing for large dynamic architectures
S Ghahremani, H Giese, T Vogel
ACM Transactions on Autonomous and Adaptive Systems (TAAS) 14 (3), 1-41, 2020
182020
Incremental execution of temporal graph queries over runtime models with history and its applications
L Sakizloglou, S Ghahremani, M Barkowsky, H Giese
Software and Systems Modeling 21 (5), 1789-1829, 2022
172022
Towards highly scalable runtime models with history
L Sakizloglou, S Ghahremani, T Brand, M Barkowsky, H Giese
Proceedings of the IEEE/ACM 15th International Symposium on Software …, 2020
142020
Learning to learn in collective adaptive systems: mining design patterns for data-driven reasoning
M D’Angelo, S Ghahremani, S Gerasimou, J Grohmann, I Nunes, ...
2020 IEEE International Conference on Autonomic Computing and Self …, 2020
92020
Towards linking adaptation rules to the utility function for dynamic architectures
S Ghahremani, H Giese, T Vogel
2016 IEEE 10th International Conference on Self-Adaptive and Self-Organizing …, 2016
82016
Performance Evaluation for Self-Healing Systems: Current Practice & Open Issues
S Ghahremani, H Giese
2019 IEEE 4th International Workshops on Foundations and Applications of …, 2019
72019
A scalable querying scheme for memory-efficient runtime models with history
L Sakizloglou, S Ghahremani, M Barkowsky, H Giese
Proceedings of the 23rd ACM/IEEE International Conference on Model Driven …, 2020
62020
Hybrid planning with receding horizon: A case for meta-self-awareness
S Ghahremani, H Giese
2021 IEEE International Conference on Autonomic Computing and Self …, 2021
42021
Principled transfer learning for autonomic systems: A neuro-symbolic vision
CM Adriano, S Ghahremani, H Giese
2024 IEEE International Conference on Autonomic Computing and Self …, 2024
32024
Neuro-symbolic causal reasoning for cautious self-adaptation under distribution shifts
CM Adriano, S Ghahremani, F Kaiser, H Giese
2025 IEEE International Conference on Autonomic Computing and Self …, 2025
12025
Causal knowledge transfer for multi-agent reinforcement learning in dynamic environments
K Korte, CM Adriano, S Ghahremani, H Giese
2025 IEEE International Conference on Autonomic Computing and Self …, 2025
12025
The First International Workshop on Neuro-Symbolic Software Engineering (NSE 2025)
CM Adriano, S Ghahremani, D Kimura, R Ruiz-Torrubiano
ACM SIGSOFT Software Engineering Notes 50 (4), 43-44, 2025
2025
Workshop on Neuro-Symbolic Software Engineering
CM Adriano, S Ghahremani, D Kimura, R Ruiz-torrubiano
ACM/IEEE International Conference on Software Engineering, 2025
2025
Message from the Doctoral Symposium Chairs: ACSOS-C 2024
S Ghahremani, M Vitali
2024 IEEE International Conference on Autonomic Computing and Self …, 2024
2024
Incremental self-adaptation of dynamic architectures attaining optimality and scalability
S Ghahremani
Dissertation, Potsdam, Universität Potsdam, 2023, 2024
2024
2021 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion
E El-Araby, V Kalogeraki, D Pianini, F Lassabe, B Porter, S Ghahremani, ...
2021
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Articles 1–20