2 papers
cs.SE2025
Reusability in MLOps: Leveraging Ports and Adapters to Build a Microservices Architecture for the Maritime Domain
Renato Cordeiro Ferreira, Aditya Dhinavahi, Rowanne Trapmann +1
ML-Enabled Systems (MLES) are inherently complex since they require multiple components to achieve their business goal. This experience report showcases the software architecture r…
cs.SE2025
MLOps with Microservices: A Case Study on the Maritime Domain
Renato Cordeiro Ferreira, Rowanne Trapmann, Willem-Jan van den Heuvel
This case study describes challenges and lessons learned on building Ocean Guard: a Machine Learning-Enabled System (MLES) for anomaly detection in the maritime domain. First, the…