Stephen John Warnett

11 papers A 3B 1Journal 5Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
MLOps pipeline generation for reinforcement learning: A low-code approach using large language models.
J. Syst. Softw.
Stephen John Warnett, Evangelos Ntentos, Uwe Zdun
2025 J jnl
A model-driven, metrics-based approach to assessing support for quality aspects in MLOps system architectures.
J. Syst. Softw.
Stephen John Warnett, Evangelos Ntentos, Uwe Zdun
2025 — conf
AI-Powered Architecting for Industry 4.0 Cyber-Physical Production Systems: A Novel Approach, Research Problems and Challenges.
ECSA (Tracks and Workshops)
Stephen John Warnett, Uwe Zdun
2025 A conf
Bridging the Gap Between MLOps and RLOps: An Industry 4.0 Case Study on Architectural Design Decisions in Practice.
ICSA
Stephen John Warnett, Uwe Zdun
2025 J jnl
On the understandability of machine learning practices in deep learning and reinforcement learning based systems.
J. Syst. Softw.
Evangelos Ntentos, Stephen John Warnett, Uwe Zdun
2025 B conf
Rule-Based Assessment of Reinforcement Learning Practices Using Large Language Models.
CAIN
Evangelos Ntentos, Stephen John Warnett, Uwe Zdun
2024 J jnl
On the Understandability of MLOps System Architectures.
IEEE Trans. Software Eng.
Stephen John Warnett, Uwe Zdun
2024 A conf
Supporting Architectural Decision Making on Training Strategies in Reinforcement Learning Architectures.
ICSA
Evangelos Ntentos, Stephen John Warnett, Uwe Zdun
2023 — conf
Decision-Making Support for Data Integration in Cyber-Physical-System Architectures.
ICSOC (1)
Evangelos Ntentos, Amirali Amiri, Stephen John Warnett, Uwe Zdun
2022 A conf
Architectural Design Decisions for Machine Learning Deployment.
ICSA
Stephen John Warnett, Uwe Zdun
2022 J jnl
Architectural Design Decisions for the Machine Learning Workflow.
Computer
Stephen John Warnett, Uwe Zdun