Joran Leest

According to our database, Joran Leest authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

How to Sustainably Monitor ML-Enabled Systems? Accuracy and Energy Efficiency Tradeoffs in Concept Drift Detection.

Rafiullah Omar, Justus Bogner, Joran Leest, Vincenzo Stoico, Patricia Lago, Henry Muccini

CoRR, 2024

Expert-Driven Monitoring of Operational ML Models.

Joran Leest, Claudia Raibulet, Ilias Gerostathopoulos, Patricia Lago

CoRR, 2024

Expert Monitoring: Human-Centered Concept Drift Detection in Machine Learning Operations.

Joran Leest, Claudia Raibulet, Ilias Gerostathopoulos, Patricia Lago

Proceedings of the 2024 ACM/IEEE 44th International Conference on Software Engineering: New Ideas and Emerging Results, 2024

2023

Evolvability of Machine Learning-based Systems: An Architectural Design Decision Framework.

Joran Leest, Ilias Gerostathopoulos, Claudia Raibulet

Proceedings of the 20th International Conference on Software Architecture, 2023

2022

Analysis of MAPE-K Loop in Self-adaptive Systems for Cloud, IoT and CPS.

Ji-Young Oh, Claudia Raibulet, Joran Leest

Proceedings of the Service-Oriented Computing - ICSOC 2022 Workshops - ASOCA, AI-PA, FMCIoT, WESOACS 2022, Sevilla, Spain, November 29, 2022