Bosch, Jan

Large-scale machine learning systems in real-world industrial settings: A review of challenges and solutions

Lwakatare, L. E., Raj, A., Crnkovic, I., Bosch, J., & Olsson, H. H. (2020) · Information and Software Technology

Software Engineering ResearchSoftware Engineering Techniques and Practices

Cited by 241

A Taxonomy of Software Engineering Challenges for Machine Learning Systems: An Empirical Investigation

Lwakatare, L. E., Raj, A., Bosch, J., Olsson, H. H., & Crnkovic, I. (2019) · Lecture Notes in Business Information Processing

Software Engineering Techniques and PracticesSoftware Engineering Research

Cited by 214

Towards MLOps: A Framework and Maturity Model

John, M. M., Olsson, H. H., & Bosch, J. (2021) · 2021 47th Euromicro Conference on Software Engineering and Advanced Applications (SEAA)

Software Engineering Techniques and PracticesSoftware System Performance and Reliability

Cited by 130

Engineering AI Systems: A Research Agenda

Bosch, J., Olsson, H. H., & Crnkovic, I. (2021) · Advances in Systems Analysis, Software Engineering, and High Performance Computing

Software Engineering Techniques and PracticesSoftware Engineering Research

Cited by 108

End-to-End Federated Learning for Autonomous Driving Vehicles

Zhang, H., Bosch, J., & Olsson, H. H. (2021) · 2021 International Joint Conference on Neural Networks (IJCNN)

Privacy-Preserving Technologies in DataIoT and Edge/Fog Computing

Cited by 84

From a Data Science Driven Process to a Continuous Delivery Process for Machine Learning Systems

Lwakatare, L. E., Crnkovic, I., Rånge, E., & Bosch, J. (2020) · Lecture Notes in Computer Science

Software Engineering Techniques and PracticesSoftware Engineering Research

Cited by 28

AF-DNDF: Asynchronous Federated Learning of Deep Neural Decision Forests

Zhang, H., Bosch, J., Olsson, H. H., & Koppisetty, A. C. (2021) · 2021 47th Euromicro Conference on Software Engineering and Advanced Applications (SEAA)

Privacy-Preserving Technologies in DataIoT and Edge/Fog Computing

Cited by 10