Stephen John Warnett

According to our database, Stephen John Warnett authored at least 15 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

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

Stephen John Warnett, Uwe Zdun

Dataset, January, 2025

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

Stephen John Warnett, Evangelos Ntentos, Uwe Zdun

J. Syst. Softw., 2025

On the understandability of machine learning practices in deep learning and reinforcement learning based systems.

Evangelos Ntentos, Stephen John Warnett, Uwe Zdun

J. Syst. Softw., 2025

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

Stephen John Warnett, Uwe Zdun

Proceedings of the 22nd IEEE International Conference on Software Architecture, 2025

Rule-Based Assessment of Reinforcement Learning Practices Using Large Language Models.

Evangelos Ntentos, Stephen John Warnett, Uwe Zdun

Proceedings of the 4th IEEE/ACM International Conference on AI Engineering, 2025

2024

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

Stephen John Warnett, Uwe Zdun

Dataset, December, 2024

A Model-Driven, Metrics-Based Approach to Assessing Support for Quality Aspects in MLOps System Architectures: Replication Package.

Stephen John Warnett, Uwe Zdun

Dataset, October, 2024

On the Understandability of MLOps System Architectures.

Stephen John Warnett, Uwe Zdun

IEEE Trans. Software Eng., May, 2024

On the Understandability of MLOps System Architectures: Dataset and Code.

Stephen John Warnett, Uwe Zdun

Dataset, February, 2024

Supporting Architectural Decision Making on Training Strategies in Reinforcement Learning Architectures.

Evangelos Ntentos, Stephen John Warnett, Uwe Zdun

Proceedings of the 21st IEEE International Conference on Software Architecture, 2024

2023

Decision-Making Support for Data Integration in Cyber-Physical-System Architectures.

Evangelos Ntentos, Amirali Amiri, Stephen John Warnett, Uwe Zdun

Proceedings of the Service-Oriented Computing - 21st International Conference, 2023

2022

Architectural Design Decisions for Machine Learning Deployment: Dataset and Code.

Stephen John Warnett, Uwe Zdun

Dataset, January, 2022

Architectural Design Decisions for the Machine Learning Workflow.

Stephen John Warnett, Uwe Zdun

Computer, 2022

Architectural Design Decisions for Machine Learning Deployment.

Stephen John Warnett, Uwe Zdun

Proceedings of the 19th IEEE International Conference on Software Architecture, 2022

2021

Architectural Design Decisions for the Machine Learning Workflow: Dataset and Code.

Stephen John Warnett, Uwe Zdun

Dataset, November, 2021