Lwakatare, Lucy Ellen

Large-scale machine learning systems in real-world industrial settings: A review of challenges and solutions

Lwakatare, L. E., Raj, A., Crnkovic, I., Bosch, J., & Olsson, H. H. (2020) · Information and Software Technology

Software Engineering ResearchSoftware Engineering Techniques and Practices

Cited by 241

A Taxonomy of Software Engineering Challenges for Machine Learning Systems: An Empirical Investigation

Lwakatare, L. E., Raj, A., Bosch, J., Olsson, H. H., & Crnkovic, I. (2019) · Lecture Notes in Business Information Processing

Software Engineering Techniques and PracticesSoftware Engineering Research

Cited by 214

DevOps Adoption Benefits and Challenges in Practice: A Case Study

Riungu-Kalliosaari, L., Mäkinen, S., Lwakatare, L. E., Tiihonen, J., & Männistö, T. (2016) · Lecture Notes in Computer Science

Software Engineering Techniques and PracticesSoftware System Performance and Reliability

Cited by 154

From a Data Science Driven Process to a Continuous Delivery Process for Machine Learning Systems

Lwakatare, L. E., Crnkovic, I., Rånge, E., & Bosch, J. (2020) · Lecture Notes in Computer Science

Software Engineering Techniques and PracticesSoftware Engineering Research

Cited by 28