279 citations · 481 across the 24 of their papers we have counts for
17 papers · 1 filter
How Industry Tackles Anomalies during Runtime: Approaches and Key Monitoring Parameters
Monika Steidl, Benedikt Dornauer, Michael Felderer +3
Deviations from expected behavior during runtime, known as anomalies, have become more common due to the systems' complexity, especially for microservices. Consequently, analyzing…
Toward Research Software Categories
Wilhelm Hasselbring, Stephan Druskat, Jan Bernoth +6
Research software has been categorized in different contexts to serve different goals. We start with a look at what research software is, before we discuss the purpose of research…
ML-Enabled Systems Model Deployment and Monitoring: Status Quo and Problems
Eduardo Zimelewicz, Marcos Kalinowski, Daniel Mendez +13
[Context] Systems incorporating Machine Learning (ML) models, often called ML-enabled systems, have become commonplace. However, empirical evidence on how ML-enabled systems are en…
Status Quo and Problems of Requirements Engineering for Machine Learning: Results from an International Survey
Antonio Pedro Santos Alves, Marcos Kalinowski, Görkem Giray +12
Systems that use Machine Learning (ML) have become commonplace for companies that want to improve their products and processes. Literature suggests that Requirements Engineering (R…
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…
Summary of the 4th International Workshop on Requirements Engineering and Testing (RET 2017)
Markus Borg, Elizabeth Bjarnason, Michael Unterkalmsteiner +3
The RET (Requirements Engineering and Testing) workshop series provides a meeting point for researchers and practitioners from the two separate fields of Requirements Engineering (…