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- 1 Similar Profiles
Collaborations and top research areas from the last five years
Projects
- 5 Finished
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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
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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
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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
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MLOps pipeline generation for reinforcement learning: A low-code approach using large language models
Warnett, S. J., Ntentos, E. & Zdun, U., May 2026, In: Journal of Systems and Software. 235, 112760.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
A model-driven, metrics-based approach to assessing support for quality aspects in MLOps system architectures
Warnett, S. J., Ntentos, E. & Zdun, U., Feb 2025, In: Journal of Systems and Software. 220, 112257.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
Design Decisions for Architecting Digital Twins of Microservices-based Systems
Macías, A., Ntentos, E., Zdun, U. & Navarro, E. (Corresponding author), 9 Sept 2025, 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. Taibi, D. & Smite, D. (eds.). Springer Nature, p. 428-446 19 p. (Lecture Notes in Computer Science, Vol. 16083).Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Open Access
Prizes
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Best Paper Award
Ntentos, E. (Recipient), Zdun, U. (Recipient), Plakidas, K. (Recipient), Schall, D. (Recipient), Li, F. (Recipient) & Meixner, S. (Recipient), Sept 2019
Prize: Prize, award or honor
Activities
- 13 Talk or oral contribution
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ML Pipeline Insights Service for Rule-Based Assessment of Training Practices in Reinforcement Learning
Ntentos, E. (Speaker)
10 Sept 2025Activity: Talks and presentations › Talk or oral contribution › Science to Science
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Rule-Based Assessment of Reinforcement Learning Practices Using Large Language Models
Ntentos, E. (Speaker)
27 Apr 2025Activity: Talks and presentations › Talk or oral contribution › Science to Science
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Supporting Architectural Decision Making on Training Strategies in Reinforcement Learning Architectures
Ntentos, E. (Speaker)
7 Jun 2024Activity: Talks and presentations › Talk or oral contribution › Science to Science