Lucy Lwakatare

Showing 5 publications


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

Lucy Lwakatare, Aiswarya Raj Munappy, Ivica Crnkovic et al
Information and Software Technology. Vol. 127
Journal article

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

Lucy Lwakatare, Ivica Crnkovic, Ellinor Rånge et al
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 12562 LNCS, p. 185-201
Paper in proceeding

DevOps for AI - Challenges in Development of AI-enabled Applications

Lucy Lwakatare, Ivica Crnkovic, Jan Bosch
2020 28th International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2020
Paper in proceeding

Software Challenges in Heterogeneous Computing: A Multiple Case Study in Industry

Hugo Sica de Andrade, Lucy Lwakatare, Ivica Crnkovic et al
Proceedings - 45th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2019, p. 148-155
Paper in proceeding

A taxonomy of software engineering challenges for machine learning systems: An empirical investigation

Lucy Lwakatare, Aiswarya Raj Munappy, Jan Bosch et al
Lecture Notes in Business Information Processing. Vol. 355, p. 227-243
Paper in proceeding

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