4 citations · 6 across the 2 of their papers we have counts for
3 papers
Data Pipeline Quality: Influencing Factors, Root Causes of Data-related Issues, and Processing Problem Areas for Developers
Harald Foidl, Valentina Golendukhina, Rudolf Ramler +1
Data pipelines are an integral part of various modern data-driven systems. However, despite their importance, they are often unreliable and deliver poor-quality data. A critical st…
Data Smells: Categories, Causes and Consequences, and Detection of Suspicious Data in AI-based Systems
Harald Foidl, Michael Felderer, Rudolf Ramler
High data quality is fundamental for today's AI-based systems. However, although data quality has been an object of research for decades, there is a clear lack of research on poten…
Technical Debt in Data-Intensive Software Systems
Harald Foidl, Michael Felderer, Stefan Biffl
The ever-increasing amount, variety as well as generation and processing speed of today's data pose a variety of new challenges for developing Data-Intensive Software Systems (DISS…