Dr.-Ing. Manar Mazkatli
Chair Prof. Koziolek
KASTEL - Institute of Information Security and Dependability
Karlsruhe Institute of Technology (KIT)
Am Fasanengarten 5
76131 Karlsruhe, GermanyORCID: 0000-0003-4261-8477
Research Interests
- Continuous Integration of architectural Performance Models (CIPM)
- Automatic update/ derivation of architectural and performance models from both source code and measurements during the development and operation.
- Incremental calibration of performance parameters (e.g., resource demand) considering the parametric dependencies.
- Architecture-based performance prediction at each point of software lifecycle.
- Performance-oriented DevOps.
- Model-driven and view-based software development (VITRUVIUS).
Publications
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2025Continuous integration of architectural performance models with parametric dependencies – the CIPM approach
Mazkatli, M.; Monschein, D.; Armbruster, M.; Heinrich, R.; Koziolek, A.
2025. Automated Software Engineering, 32 (2), 54. doi:10.1007/s10515-025-00521-9Continuous Integration of Architectural Performance Models with Parametric Dependencies. PhD dissertation
Mazkatli, M.
2025, May 13. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000181611A process for continuous consistency-aware quality management
Armbruster, M.; Mazkatli, M.; Koziolek, A.
2025. A. S. Ahmadian, R. Lämmel, S. Y. Tehrani, I. Alfonso, S. K. Rahimi, A. Lange, T. Weber, C. Atkinson, U. Aßmann, A. Cicchetti, J. A. H. López, R. Rubei, R. Clarisó, L. Hamann, M. Barash, V. Zaytsev, A. Schmitz, F. Steimann, M. Wimmer, S. Greiner, G. Hinkel & T. L. Calvar (Eds.), Joint Proceedings of the STAF 2025 Workshops: OCL, OOPSLE, LLM4SE, ICMM, AgileMDE, AI4DPS, and TTC co-located with the International Conference on Software Technologies: Applications and Foundations (STAF 2025), Koblenz, Germany, June 10-13, 2025 Hrsg.: Ahmadian, Amir Shayan; Lämmel, Ralf; Tehrani, Sobhan Yassipour; Alfonso, Iván; Rahimi, Shekoufeh Kolahdouz; Lange, Arne; Weber, Thomas; Atkinson, Colin; Aßmann, Uwe; Cicchetti, Antonio; López, José Antonio Hernández; Rubei, Riccardo; Clarisó, Robert; Hamann, Lars; Barash, Mikhail; Zaytsev, Vadim; Schmitz, Andreas; Steimann, Friedrich; Wimmer, Maria; Greiner, Sandra; Hinkel, Georg; Calvar, Théo Le, RWTH AachenTowards Scalability Analysis of State-based Model Comparison
Armbruster, M.; Mazkatli, M.; Genç, A. T.; Koziolek, A.
2025. Softwaretechnik-Trends, Gesellschaft für Informatik (GI)Modeling the MoM 2025 Satellite Configuration Challenge with Vitruvius
Jutz, B.; Weber, T.; Lange, A.; Dehghani, R.; Jiang, B.; Armbruster, M.; Feichtinger, K.; Hagel, N.; Kaushik, M.; König, L.; Mazkatli, M.; Minhas, M. A.; Neumann, D.; Burger, E.; Koziolek, A.; Reussner, R.
2025. Second International Workshop on Model Management (MoM), co-located with the 28th International Conference on Model Driven Engineering Languages and Systems (MODELS 2025), Grand Rapids, MI, 5th-10th October 2025, Institute of Electrical and Electronics Engineers (IEEE) -
2024Trust and Costs for Evolving Architectural Performance Models: A Survey : Technical report
Armbruster, M.; Mazkatli, M.; Koziolek, A.
2024. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000176602 -
2023A Formalized Classification Schema for Model Consistency
Kühn, T.; Fuchß, D.; Corallo, S.; König, L.; Burger, E.; Keim, J.; Mazkatli, M.; Sağlam, T.; Reiche, F.; Koziolek, A.; Reussner, R.
2023. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000161127 -
2022Continuous Integration of Architectural Performance Models with Parametric Dependencies – The CIPM Approach
Mazkatli, M.; Monschein, D.; Armbruster, M.; Heinrich, R.; Koziolek, A.
2022. doi:10.5445/IR/1000151086/v3Toward Awareness Creation of Common Challenges Women are Facing in Academia: A Study from a German Perspective
Corallo, S.; Mazkatli, M.; Rapp, M.; Hajiabadi, H.; Kaplan, A.; Kuehn, R.; Schmid, L.; Singh, S.
2022. Software Architecture – 15th European Conference, ECSA 2021 Tracks and Workshops; Växjö, Sweden, September 13–17, 2021, Revised Selected Papers. Ed.: P. Scandurra, 47–62, Springer International Publishing. doi:10.1007/978-3-031-15116-3_3 -
2021Towards Managing and Organizing Research Activities
Kaplan, A.; Rapp, M.; Ananieva, S.; Hajiabadi, H.; Kühn, R.; Mazkatli, M.; Schmid, L.; Singh, S.
2021. 8th ACM Celebration of Women in Computing: womENcourage (2021), Online, September 22–24, 2021Towards Managing and Organizing Research Activities
Kaplan, A.; Rapp, M.; Ananieva, S.; Hajiabad, H.; Kühn, R.; Mazkatli, M.; Schmid, L.; Singh, S.
2021. 8th ACM Celebration of Women in Computing: womENcourage 2021Enabling Consistency between Software Artefacts for Software Adaption and Evolution
Monschein, D.; Mazkatli, M.; Heinrich, R.; Koziolek, A.
2021. Proceedings IEEE 18th International Conference on Software Architecture: 22-26 March 2021 ; virtual conference, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICSA51549.2021.00009 -
2020Optimizing parametric dependencies for incremental performance model extraction
Voneva, S.; Mazkatli, M.; Grohmann, J.; Koziolek, A.
2020. Software Architecture: 14th European Conference, ECSA 2020 Tracks and Workshops, L’Aquila, Italy, September 14–18, 2020, Proceedings. Ed.: H. Muccini, 228–240, Springer. doi:10.1007/978-3-030-59155-7_17Incremental calibration of architectural performance models with parametric dependencies
Mazkatli, M.; Monschein, D.; Grohmann, J.; Koziolek, A.
2020. IEEE 17th International Conference on Software Architecture (ICSA 2020); Salvador, Brazil, November 2-6, 2020, 23–34, IEEE Computer Society. doi:10.1109/ICSA47634.2020.00011 -
2019Detecting Parametric Dependencies for Performance Models Using Feature Selection Techniques
Grohmann, J.; Eismann, S.; Elflein, S.; Kistowski, J. V.; Kounev, S.; Mazkatli, M.
2019. 2019 IEEE 27th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS), 309–322, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/MASCOTS.2019.00042 -
2018Integrating semantically-related legacy models in vitruvius
Mazkatli, M.; Burger, E.; Quante, J.; Koziolek, A.
2018. 10th ACM/IEEE International Workshop on Modelling in Software Engineering, MiSE 2018; Gothenburg; Sweden; 27 May 2018 through 28 May 2018, 41–48, Association for Computing Machinery (ACM). doi:10.1145/3193954.3193961Continuous integration of performance model
Mazkatli, M.; Koziolek, A.
2018. 9th ACM/SPEC International Conference on Performance Engineering (ICPE 2018) Berlin, 9.-13. April 2018, 153–158, Association for Computing Machinery (ACM). doi:10.1145/3185768.3186285 -
2017Automotive Systems Modelling with Vitruvius
Mazkatli, M.; Burger, E.; Koziolek, A.; Reussner, R. H.
2017. INFORMATIK 2017. Tagung, Chemnitz, 25.- 29. September 2017. Hrsg.: M. Eibl, 1487–1498, Gesellschaft für Informatik (GI). doi:10.18420/in2017_148 -
2016Consistency Preservation in the Development Process of Automotive Software. master’s thesis
Mazkatli, M.
2016, June 30. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000143392