51 citations · 58 across the 2 of their papers we have counts for
2 papers
cs.AI2023★ 7 cited
Towards Avoiding the Data Mess: Industry Insights from Data Mesh Implementations
Jan Bode, Niklas Kühl, Dominik Kreuzberger +2
With the increasing importance of data and artificial intelligence, organizations strive to become more data-driven. However, current data architectures are not necessarily designe…
cs.LG2022★ 51 cited
Machine Learning Operations (MLOps): Overview, Definition, and Architecture
Dominik Kreuzberger, Niklas Kühl, Sebastian Hirschl
The final goal of all industrial machine learning (ML) projects is to develop ML products and rapidly bring them into production. However, it is highly challenging to automate and…