Stephen John Warnett

Research activity per year

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Dive into the research topics where Stephen John Warnett is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

1 Similar Profiles

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

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
AI-Powered Architecting for Industry 4.0 Cyber-Physical Production Systems: A Novel Approach, Research Problems and Challenges
Warnett, S. J. & Zdun, U., 7 Sept 2025, Software Architecture. ECSA 2025 Tracks and Workshops: Limassol, Cyprus, September 15–19, 2025, Proceedings. Springer Nature, p. 155 168 p. (Lecture Notes in Computer Science, Vol. 15982).
Publications: Contribution to book › Contribution to proceedings › 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

Best Paper Award
Warnett, S. J. (Recipient) & Zdun, U. (Recipient), 14 Mar 2022
Prize: Prize, award or honor

File

Bridging the Gap Between MLOps and RLOps: An Industry 4.0 Case Study on Architectural Design Decisions in Practice
Warnett, S. J. (Speaker)
3 Apr 2025
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Architectural Design Decisions for Machine Learning Deployment
Warnett, S. J. (Speaker)
12 Mar 2022 → 15 Mar 2022
Activity: Talks and presentations › Talk or oral contribution › Science to Science

Stephen John Warnett

Fingerprint

Collaborations and top research areas from the last five years

Dive into details

MODIS: MLOps for Distributed Intelligent Cyber-physical Systems

MLOps pipeline generation for reinforcement learning: A low-code approach using large language models

AI-Powered Architecting for Industry 4.0 Cyber-Physical Production Systems: A Novel Approach, Research Problems and Challenges

A model-driven, metrics-based approach to assessing support for quality aspects in MLOps system architectures

Best Paper Award

Bridging the Gap Between MLOps and RLOps: An Industry 4.0 Case Study on Architectural Design Decisions in Practice

Architectural Design Decisions for Machine Learning Deployment

Stephen John Warnett

Fingerprint

Collaborations and top research areas from the last five years

Projects

MODIS: MLOps for Distributed Intelligent Cyber-physical Systems

Publications

MLOps pipeline generation for reinforcement learning: A low-code approach using large language models

AI-Powered Architecting for Industry 4.0 Cyber-Physical Production Systems: A Novel Approach, Research Problems and Challenges

A model-driven, metrics-based approach to assessing support for quality aspects in MLOps system architectures

Prizes

Best Paper Award

Activities

Bridging the Gap Between MLOps and RLOps: An Industry 4.0 Case Study on Architectural Design Decisions in Practice

Architectural Design Decisions for Machine Learning Deployment