Lucy Ellen Lwakatare

According to our database, Lucy Ellen Lwakatare authored at least 22 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Systematic Mapping Study on Use of Pre-Trained Open Machine Learning Models.

Riku Alho, Mikko Raatikainen, Jukka K. Nurminen, Lalli Myllyaho, Lucy Ellen Lwakatare

Proceedings of the Annual Symposium of Computer Science 2023 co-located with The International Conference on Evaluation and Assessment in Software Engineering (EASE 2023), 2023

2022

Practices and Infrastructures for Machine Learning Systems: An Interview Study in Finnish Organizations.

Dennis Muiruri, Lucy Ellen Lwakatare, Jukka K. Nurminen, Tommi Mikkonen

Computer, 2022

2021

On the Experiences of Adopting Automated Data Validation in an Industrial Machine Learning Project.

Lucy Ellen Lwakatare, Ellinor Rånge, Ivica Crnkovic, Jan Bosch

Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2021

Managing and Composing Teams in Data Science: An Empirical Study.

Timo Aho, Terhi Kilamo, Lucy Ellen Lwakatare, Tommi Mikkonen, Outi Sievi-Korte, Sezin Gizem Yaman

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

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

Lucy Ellen Lwakatare, Aiswarya Raj, Ivica Crnkovic, Jan Bosch, Helena Holmström Olsson

Inf. Softw. Technol., 2020

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

Lucy Ellen Lwakatare, Ivica Crnkovic, Jan Bosch

Proceedings of the 28th International Conference on Software, 2020

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

Lucy Ellen Lwakatare, Ivica Crnkovic, Ellinor Rånge, Jan Bosch

Proceedings of the Product-Focused Software Process Improvement, 2020

2019

DevOps in practice: A multiple case study of five companies.

Lucy Ellen Lwakatare, Terhi Kilamo, Teemu Karvonen, Tanja Sauvola, Ville Heikkilä, Juha Itkonen, Pasi Kuvaja, Tommi Mikkonen, Markku Oivo, Casper Lassenius

Inf. Softw. Technol., 2019

Chapter Four - Advances in Using Agile and Lean Processes for Software Development.

Pilar Rodríguez, Mika Mäntylä, Markku Oivo, Lucy Ellen Lwakatare, Pertti Seppänen, Pasi Kuvaja

Adv. Comput., 2019

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

Lucy Ellen Lwakatare, Aiswarya Raj, Jan Bosch, Helena Holmström Olsson, Ivica Crnkovic

Proceedings of the Agile Processes in Software Engineering and Extreme Programming, 2019

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

Hugo Sica de Andrade, Lucy Ellen Lwakatare, Ivica Crnkovic, Jan Bosch

Proceedings of the 45th Euromicro Conference on Software Engineering and Advanced Applications, 2019

2018

Feedback from Operations to Software Development - A DevOps Perspective on Runtime Metrics and Logs.

Jürgen Cito, Johannes Wettinger, Lucy Ellen Lwakatare, Markus Borg, Fei Li

Proceedings of the Software Engineering Aspects of Continuous Development and New Paradigms of Software Production and Deployment, 2018

2017

An empirical study of portfolio management and Kanban in agile and lean software companies.

Muhammad Ovais Ahmad, Lucy Ellen Lwakatare, Pasi Kuvaja, Markku Oivo, Jouni Markkula

J. Softw. Evol. Process., 2017

Continuous deployment of software intensive products and services: A systematic mapping study.

Pilar Rodríguez, Alireza Haghighatkhah, Lucy Ellen Lwakatare, Susanna Teppola, Tanja Suomalainen, Juho Eskeli, Teemu Karvonen, Pasi Kuvaja, June M. Verner, Markku Oivo

J. Syst. Softw., 2017

Performance Engineering for Microservices: Research Challenges and Directions.

Robert Heinrich, André van Hoorn, Holger Knoche, Fei Li, Lucy Ellen Lwakatare, Claus Pahl, Stefan Schulte, Johannes Wettinger

Proceedings of the Companion Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering, 2017

2016

DevOps Adoption Benefits and Challenges in Practice: A Case Study.

Leah Riungu-Kalliosaari, Simo Mäkinen, Lucy Ellen Lwakatare, Juha Tiihonen, Tomi Männistö

Proceedings of the Product-Focused Software Process Improvement, 2016

Relationship of DevOps to Agile, Lean and Continuous Deployment - A Multivocal Literature Review Study.

Lucy Ellen Lwakatare, Pasi Kuvaja, Markku Oivo

Proceedings of the Product-Focused Software Process Improvement, 2016

Towards DevOps in the Embedded Systems Domain: Why is It So Hard?

Lucy Ellen Lwakatare, Teemu Karvonen, Tanja Sauvola, Pasi Kuvaja, Helena Holmström Olsson, Jan Bosch, Markku Oivo

Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

2015

Dimensions of DevOps.

Lucy Ellen Lwakatare, Pasi Kuvaja, Markku Oivo

Proceedings of the Agile Processes, in Software Engineering, and Extreme Programming, 2015

Hitting the Target: Practices for Moving Toward Innovation Experiment Systems.

Teemu Karvonen, Lucy Ellen Lwakatare, Tanja Sauvola, Jan Bosch, Helena Holmström Olsson, Pasi Kuvaja, Markku Oivo

Proceedings of the Software Business - 6th International Conference, 2015

Towards Customer-Centric Software Development: A Multiple-Case Study.

Tanja Sauvola, Lucy Ellen Lwakatare, Teemu Karvonen, Pasi Kuvaja, Helena Holmström Olsson, Jan Bosch, Markku Oivo

Proceedings of the 41st Euromicro Conference on Software Engineering and Advanced Applications, 2015

Empirical Challenges in the Implementation of IT Portfolio Management: A Survey in Three Companies.

Lucy Ellen Lwakatare, Pasi Kuvaja, Harri Haapasalo, Arto Tolonen

Proceedings of the Advanced Information Systems Engineering, 2015