Development_and_Deployment_of_ML_based_systems_techrxiv_v3.pdf (148.61 kB)
Download filePractices and Infrastructures for ML Systems – An Interview Study in Finnish Organizations
preprint
posted on 2022-05-10, 03:31 authored by Dennis MuiruriDennis Muiruri, Lucy Ellen Lwakatare, Jukka K. Nurminen, Tommi Mikkonen
Using interviews, we investigated the practices and toolchains for machine learning (ML)-enabled systems from 16 organizations across various domains in Finland. We observed some well- established artificial intelligence engineering approaches, but practices and tools are still needed for the testing and monitoring of ML-enabled systems.
Funding
This work was partially funded by local authorities (Business Finland) under grant agreements ITEA-2019-18022-IVVES https://ivves.eu/ ITEA3 programme and ITEA-2021-20219-IML4E https://iml4e.org/ of ITEA4 programme
History
Email Address of Submitting Author
dennis.muiruri@helsinki.fiORCID of Submitting Author
0000-0003-4823-4810Submitting Author's Institution
University of HelsinkiSubmitting Author's Country
- Finland