Mikkonen, Tommi

Towards Human-Bot Collaborative Software Architecting with ChatGPT

Ahmad, A., Waseem, M., Liang, P., Fahmideh, M., Aktar, M. S., & Mikkonen, T. (2023) · Proceedings of the 27th International Conference on Evaluation and Assessment in Software Engineering

Advanced Software Engineering MethodologiesSoftware Engineering Techniques and Practices

Cited by 168

Systematic literature review of validation methods for AI systems

Myllyaho, L., Raatikainen, M., Männistö, T., Mikkonen, T., & Nurminen, J. K. (2021) · Journal of Systems and Software

Safety Systems Engineering in AutonomySoftware Testing and Debugging Techniques

Cited by 145

6G White Paper on Edge Intelligence

Peltonen, E., Bennis, M., Capobianco, M., Debbah, M., Ding, A., Gil-Castiñeira, F., Jurmu, M., Karvonen, T., Kelanti, M., Kliks, A., et al. (2020) · arXiv

IoT and Edge/Fog ComputingSoftware-Defined Networks and 5G

Cited by 118

Towards Regulatory-Compliant MLOps: Oravizio’s Journey from a Machine Learning Experiment to a Deployed Certified Medical Product

Granlund, T., Stirbu, V., & Mikkonen, T. (2021) · SN Computer Science

Software Engineering Techniques and PracticesSafety Systems Engineering in Autonomy

Cited by 53

MLOps Challenges in Multi-Organization Setup: Experiences from Two Real-World Cases

Granlund, T., Kopponen, A., Stirbu, V., Myllyaho, L., & Mikkonen, T. (2021) · 2021 IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI (WAIN)

Software Engineering Techniques and PracticesSoftware System Performance and Reliability

Cited by 48

Perspectives on Code Forking and Sustainability in Open Source Software

Nyman, L., Mikkonen, T., Lindman, J., & Fougère, M. (2012) · IFIP Advances in Information and Communication Technology

Open Source Software InnovationsSoftware Engineering Research

Cited by 45

Who Needs MLOps: What Data Scientists Seek to Accomplish and How Can MLOps Help?

Makinen, S., Skogstrom, H., Laaksonen, E., & Mikkonen, T. (2021) · 2021 IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI (WAIN)

Software Engineering Techniques and PracticesScientific Computing and Data Management

Cited by 28

On the Architecture of Liquid Software: Technology Alternatives and Design Space

Gallidabino, A., Pautasso, C., Ilvonen, V., Mikkonen, T., Systa, K., Voutilainen, J.-P., & Taivalsaari, A. (2016) · 2016 13th Working IEEE/IFIP Conference on Software Architecture (WICSA)

Advanced Software Engineering MethodologiesMobile and Web Applications

Cited by 26