Dr.techn. Evangelos Ntentos, BSc MSc
1090 Wien
Room : 5.40
Courses
Winter term 2026
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053020 VU Advanced Software Engineering
Summer term 2026
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053020 VU Advanced Software Engineering
Winter term 2025
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053020 VU Advanced Software Engineering
Publications
MLOps pipeline generation for reinforcement learning: A low-code approach using large language models. / Warnett, Stephen John; Ntentos, Evangelos; Zdun, Uwe.
In: Journal of Systems and Software, Vol. 235, 112760, 05.2026.
Publications: Contribution to journal › Article › Peer Reviewed
Design Decisions for Architecting Digital Twins of Microservices-based Systems. / Macías, Aurora; Ntentos, Evangelos; Zdun, Uwe et al.
Software Engineering and Advanced Applications - 51st Euromicro Conference, SEAA 2025, Proceedings: 51st Euromicro Conference, SEAA 2025, Salerno, Italy, September 10–12, 2025, Proceedings, Part III. ed. / Davide Taibi; Darja Smite. Springer Nature, 2025. p. 428-446 (Lecture Notes in Computer Science, Vol. 16083).
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
ML Pipeline Insights Service for Rule-Based Assessment of Training Practices in Reinforcement Learning. / Ntentos, Evangelos; Urdih, Francesco; Zdun, Uwe.
Software Engineering and Advanced Applications: 51st Euromicro Conference, SEAA 2025, Salerno, Italy, September 10–12, 2025, Proceedings, Part I. Springer Nature, 2025. p. 148-163 (Lecture Notes in Computer Science, Vol. 16081).
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
On the understandability of coupling-related practices in infrastructure-as-code based deployments. / Quéval, Pierre-Jean; Hörner, Nicole Elisabeth; Ntentos, Evangelos et al.
In: Information and Software Technology, Vol. 185, 107761, 09.2025.
Publications: Contribution to journal › Article › Peer Reviewed
On the understandability of machine learning practices in deep learning and reinforcement learning based systems. / Ntentos, Evangelos; Warnett, Stephen J.; Zdun, Uwe.
In: Journal of Systems and Software, Vol. 222, 112343, 04.2025.
Publications: Contribution to journal › Article › Peer Reviewed
Rule-Based Assessment of Reinforcement Learning Practices Using Large Language Models. / Ntentos, Evangelos; Warnett, Stephen J.; Zdun, Uwe.
2025 IEEE/ACM 4th International Conference on AI Engineering - Software Engineering for AI (CAIN): Ottawa, Ontario, Canada 27–28 April 2025, Proceedings. IEEE, 2025. p. 1-11.
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
A model-driven, metrics-based approach to assessing support for quality aspects in MLOps system architectures. / Warnett, Stephen John; Ntentos, Evangelos; Zdun, Uwe.
In: Journal of Systems and Software, Vol. 220, 112257, 02.2025.
Publications: Contribution to journal › Article › Peer Reviewed
On the Understandability of Design-Level Security Practices in Infrastructure-as-Code Scripts and Deployment Architectures. / Ntentos, Evangelos; Hörner, Nicole Elisabeth; Simhandl, Georg et al.
In: ACM Transactions on Software Engineering and Methodology, Vol. 34, No. 1, 6, 21.01.2025, p. 1-37.
Publications: Contribution to journal › Article › Peer Reviewed
Supporting Architectural Decision Making on Training Strategies in Reinforcement Learning Architectures. / Ntentos, Evangelos; Warnett, Stephen John; Zdun, Uwe.
Proceedings - IEEE 21st International Conference on Software Architecture: 4 - 8 June 2024, Hyderabad, India. Piscataway: IEEE, 2024. p. 90-100 (Working IEEE/IFIP Conference on Software Architecture ).
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Decision-Making Support for Data Integration in Cyber-Physical-System Architectures. / Ntentos, Evangelos; Amiri, Amirali; Warnett, Stephen J. et al.
Service-Oriented Computing: 21st International Conference, ICSOC 2023, Rome, Italy, November 28 – December 1, 2023, Proceedings, Part I. Springer, 2023. p. 137-152 (Lecture Notes in Computer Science).
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Detecting and Resolving Coupling-Related Infrastructure as Code Based Architecture Smells in Microservice Deployments. / Ntentos, Evangelos; Zdun, Uwe; Ghareeb, Falazi et al.
2023 IEEE 16th International Conference on Cloud Computing (CLOUD): Proceedings. ed. / Claudio Ardagna; Nimanthi Atukorala; Pete Beckman; Carl K. Chang; Rong N. Chang; Constantinos Evangelinos; Jing Fan; Geoffrey C. Fox; Judy Fox; Christoph Hagleitner; Zhi Jin; Tevfik Kosar; Manish Parashar. Piscataway, NJ: IEEE, 2023. p. 201-211.
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Tool Support for Learning Architectural Guidance Models from Architectural Design Decision Models. / Amiri, Amirali; Ntentos, Evangelos; Zdun, Uwe et al.
EuroPLoP '23: Proceedings of the 28th European Conference on Pattern Languages of Programs. ACM, 2023. 3628037.
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Architectural Design Decisions for Data Communication of Cyber-Physical Systems. / Amiri, Amirali; Ntentos, Evangelos; Zdun, Uwe.
2023 30th Asia-Pacific Software Engineering Conference (APSEC). IEEE, 2023.
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Compliance Management of IaC-Based Cloud Deployments During Runtime. / Falazi, Ghareeb; Harzenetter, Lukas; Képes, Kálmán et al.
2023 IEEE/ACM 16th International Conference on Utility and Cloud Computing (UCC). 2023.
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Assessing Architecture Conformance to Coupling-Related Infrastructure-as-Code Best Practices: Metrics and Case Studies. / Ntentos, Evangelos; Zdun, Uwe; Soldani, Jacopo et al.
16th European Conference, ECSA 2022, Prague, Czech Republic, September 19–23, 2022, Proceedings. Springer, 2022. p. 101-116.
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Assessing Architecture Conformance to Security-Related Practices in Infrastructure as Code Based Deployments. / Ntentos, Evangelos; Zdun, Uwe; Falazi, Ghareeb et al.
Proceedings 2022 IEEE International Conference on Services Computing (IEEE SCC 2022). ed. / Claudio Agostino Ardagna; Hongyi Bian; Carl K. Chang; Rong N. Chang; Ernesto Damiani; Schahram Dustdar; Jordi Marco; Munindar Singh; Ernest Teniente; Robert Ward; Zhongjie Wang; Fatos Xhafa; Jia Zhang. Piscataway, NJ: IEEE, 2022. p. 123-133 (Proceedings of the ... IEEE International Conference on Services Computing).
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
On Unifying the Compliance Management of Applications Based on IaC Automation. / Falazi, Ghareeb; Breitenbücher, Uwe; Leymann, Frank et al.
2022 IEEE 19th International Conference on Software Architecture Companion (ICSA-C), Honolulu, HI, USA. Piscataway, NJ: IEEE, 2022. p. 226-229.
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Detector-based component model abstraction for microservice-based systems. / Ntentos, Evangelos (Corresponding author); Zdun, Uwe; Plakidas, Konstantinos et al.
In: Computing, Vol. 103, No. 11, 11.2021, p. 2521-2551.
Publications: Contribution to journal › Article › Peer Reviewed
Evaluating and Improving Microservice Architecture Conformance to Architectural Design Decisions. / Ntentos, Evangelos; Zdun, Uwe; Plakidas, Konstantinos et al.
Service-Oriented Computing - 19th International Conference, ICSOC 2021, Proceedings: 19th International Conference, ICSOC 2021. ed. / Hakim Hacid; Odej Kao; Massimo Mecella; Naouel Moha; Hye-young Paik. Springer, 2021. p. 188 - 203 (Lecture Notes in Computer Science).
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Semi-automatic Feedback for Improving Architecture Conformance to Microservice Patterns and Practices. / Ntentos, Evangelos; Zdun, Uwe; Plakidas, Konstantinos et al.
2021 IEEE 18TH INTERNATIONAL CONFERENCE ON SOFTWARE ARCHITECTURE (ICSA): 22-26 March 2021. IEEE, 2021. p. 36-46.
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed