Dr.techn. Evangelos Ntentos, BSc MSc
1090 Wien
Room : 5.40
Courses
Summer term 2026
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053020 VU Advanced Software Engineering
Winter term 2025
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053020 VU Advanced Software Engineering
Summer 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
Projects
MODIS: MLOps for Distributed Intelligent Cyber-physical Systems
Zdun, U. (Project Lead), Ntentos, E. (Scientific Project Staff), Warnett, S. J. (Scientific Project Staff), Fang, Z. (Scientific Project Staff), Chowdhary, D. (Scientific Project Staff), Urdih, F. (Scientific Project Staff), Amiri, A. (Scientific Project Staff) & Ennsberger, S. (Admin)
1/01/23 → 31/12/25
Project: Research cooperation
AG4CPS: Architecture Guidance System for CPS
Zdun, U. (Project Lead), Amiri, A. (Scientific Project Staff), Ntentos, E. (Scientific Project Staff) & Ennsberger, S. (Admin)
1/02/22 → 31/12/22
Project: Contract research
IAC2: Infrastructure-as-code Architecture Decision Compliance
Zdun, U. (Project Lead), Ntentos, E. (Scientific Project Staff), Simhandl, G. (Scientific Project Staff), Quéval, P.-J. (Scientific Project Staff) & Ennsberger, S. (Admin)
1/12/20 → 30/11/23
Project: Research funding
DECO: Foundations of DevOps and Continuous Delivery for Software Ecosystems
Zdun, U. (Project Lead), Ntentos, E. (Scientific Project Staff), Plakidas, K. (Scientific Project Staff) & Ennsberger, S. (Admin)
1/04/18 → 31/03/21
Project: Research cooperation
ADDCompliance: Ensuring Compliance of Architectural Design Decisions and Implementations
Zdun, U. (Project Lead), Ntentos, E. (Scientific Project Staff), Amiri, A. (Scientific Project Staff), Simhandl, G. (Scientific Project Staff) & Ennsberger, S. (Admin)
1/04/17 → 31/10/20
Project: Research funding
Talks
ML Pipeline Insights Service for Rule-Based Assessment of Training Practices in Reinforcement Learning
Ntentos, E. (Speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Rule-Based Assessment of Reinforcement Learning Practices Using Large Language Models
Ntentos, E. (Speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Supporting Architectural Decision Making on Training Strategies in Reinforcement Learning Architectures
Ntentos, E. (Speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Decision-Making Support for Data Integration in Cyber-Physical-System Architectures
Ntentos, E. (Speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Detecting and Resolving Coupling-Related Infrastructure as Code Based Architecture Smells in Microservice Deployments
Ntentos, E. (Speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Assessing Architecture Conformance to Coupling-Related Infrastructure-as-Code Best Practices: Metrics and Case Studies
Ntentos, E. (Speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Assessing Architecture Conformance to Security-Related Practices in Infrastructure as Code Based Deployments
Ntentos, E. (Speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Evaluating and Improving Microservice Architecture Conformance to Architectural Design Decisions
Ntentos, E. (Speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Semi-automatic Feedback for Improving Architecture Conformance to Microservice Patterns and Practices
Ntentos, E. (Speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Metrics for Assessing Architecture Conformance to Microservice Architecture Patterns and Practices
Ntentos, E. (Speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Assessing Architecture Conformance to Coupling-Related Patterns and Practices in Microservices
Ntentos, E. (Speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Supporting Architectural Decision Making on Data Management in Microservice Architectures
Ntentos, E. (Speaker), Zdun, U. (Contributor), Plakidas, K. (Contributor), Schall, D. (Contributor), Li, F. (Contributor) & Meixner, S. (Contributor)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
On the Design and Architecture of Deployment Pipelines in Cloud and Service Based Computing - A Model-Based Qualitative Study
Plakidas, K. (Speaker), Zdun, U. (Contributor), Ntentos, E. (Contributor), El Malki, A. (Contributor), Schall, D. (Contributor) & Li, F. (Contributor)
Activity: Talks and presentations › Talk or oral contribution › Science to Science