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DOGO4ML: Development, Operation and Data Governance for ML-based Software Systems.

, , , and . RCIS Workshops, volume 3144 of CEUR Workshop Proceedings, CEUR-WS.org, (2022)

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Integration of Convolutional Neural Networks in Mobile Applications., , and . WAIN@ICSE, page 27-34. IEEE, (2021)Gathering empirical evidence and building a business case for software reference architectures in industry.. Polytechnic University of Catalonia, Spain, (2016)Do DL models and training environments have an impact on energy consumption?, , , and . SEAA, page 150-158. IEEE, (2023)Practical experiences and value of applying software analytics to manage quality., , , , , and . ESEM, page 1-6. IEEE, (2019)Identifying Architectural Design Decisions for Achieving Green ML Serving., , , and . CAIN, page 18-23. ACM, (2024)Analyzing the Evolution and Maintenance of ML Models on Hugging Face., , , and . MSR, page 607-618. ACM, (2024)QuPreSS: A Service-Oriented Framework for Predictive Services Quality Assessment., , and . KMO, volume 172 of Advances in Intelligent Systems and Computing, page 525-536. Springer, (2012)Management of quality requirements in agile and rapid software development: A systematic mapping study., , , , , , , , and . CoRR, (2020)Metrics for Code Smells of ML Pipelines., , and . PROFES (2), volume 14484 of Lecture Notes in Computer Science, page 3-9. Springer, (2023)Actionable Software Metrics: An Industrial Perspective., , , , , , , , and . EASE, page 240-249. ACM, (2020)