Lucy Ellen Lwakatare

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 19

Top Topics

Machine Learning

Artificially Intelligent

Software Development

Top Venues

Inf. Softw. Technol.

Publications

Riku Alho, Mikko Raatikainen, Jukka K. Nurminen, Lalli Myllyaho, Lucy Ellen Lwakatare
Systematic Mapping Study on Use of Pre-Trained Open Machine Learning Models. TKTP (2023)
Dennis Muiruri, Lucy Ellen Lwakatare, Jukka K. Nurminen, Tommi Mikkonen
Practices and Infrastructures for Machine Learning Systems: An Interview Study in Finnish Organizations. Computer 55 (6) (2022)
Lucy Ellen Lwakatare, Ellinor Rånge, Ivica Crnkovic, Jan Bosch
On the experiences of adopting automated data validation in an industrial machine learning project. CoRR (2021)
Timo Aho, Terhi Kilamo, Lucy Ellen Lwakatare, Tommi Mikkonen, Outi Sievi-Korte, Sezin Gizem Yaman
Managing and Composing Teams in Data Science: An Empirical Study. IEEE BigData (2021)
Lucy Ellen Lwakatare, Ellinor Rånge, Ivica Crnkovic, Jan Bosch
On the Experiences of Adopting Automated Data Validation in an Industrial Machine Learning Project. ICSE (SEIP) (2021)
Lucy Ellen Lwakatare, Ivica Crnkovic, Ellinor Rånge, Jan Bosch
From a Data Science Driven Process to a Continuous Delivery Process for Machine Learning Systems. PROFES (2020)
Lucy Ellen Lwakatare, Ivica Crnkovic, Jan Bosch
DevOps for AI - Challenges in Development of AI-enabled Applications. SoftCOM (2020)
Lucy Ellen Lwakatare, Aiswarya Raj, Ivica Crnkovic, Jan Bosch, Helena Holmström Olsson
Large-scale machine learning systems in real-world industrial settings: A review of challenges and solutions. Inf. Softw. Technol. 127 (2020)
Hugo Sica de Andrade, Lucy Ellen Lwakatare, Ivica Crnkovic, Jan Bosch
Software Challenges in Heterogeneous Computing: A Multiple Case Study in Industry. SEAA (2019)
Lucy Ellen Lwakatare, Terhi Kilamo, Teemu Karvonen, Tanja Sauvola, Ville Heikkilä, Juha Itkonen, Pasi Kuvaja, Tommi Mikkonen, Markku Oivo, Casper Lassenius
DevOps in practice: A multiple case study of five companies. Inf. Softw. Technol. 114 (2019)
Lucy Ellen Lwakatare, Aiswarya Raj, Jan Bosch, Helena Holmström Olsson, Ivica Crnkovic
A Taxonomy of Software Engineering Challenges for Machine Learning Systems: An Empirical Investigation. XP (2019)
Pilar Rodríguez, Mika Mäntylä, Markku Oivo, Lucy Ellen Lwakatare, Pertti Seppänen, Pasi Kuvaja
Chapter Four - Advances in Using Agile and Lean Processes for Software Development. Adv. Comput. 113 (2019)
Jürgen Cito, Johannes Wettinger, Lucy Ellen Lwakatare, Markus Borg, Fei Li
Feedback from Operations to Software Development - A DevOps Perspective on Runtime Metrics and Logs. DEVOPS (2018)
Robert Heinrich, André van Hoorn, Holger Knoche, Fei Li, Lucy Ellen Lwakatare, Claus Pahl, Stefan Schulte, Johannes Wettinger
Performance Engineering for Microservices: Research Challenges and Directions. ICPE Companion (2017)
Muhammad Ovais Ahmad, Lucy Ellen Lwakatare, Pasi Kuvaja, Markku Oivo, Jouni Markkula
An empirical study of portfolio management and Kanban in agile and lean software companies. J. Softw. Evol. Process. 29 (6) (2017)
Pilar Rodríguez, Alireza Haghighatkhah, Lucy Ellen Lwakatare, Susanna Teppola, Tanja Suomalainen, Juho Eskeli, Teemu Karvonen, Pasi Kuvaja, June M. Verner, Markku Oivo
Continuous deployment of software intensive products and services: A systematic mapping study. J. Syst. Softw. 123 (2017)
Lucy Ellen Lwakatare, Pasi Kuvaja, Markku Oivo
Relationship of DevOps to Agile, Lean and Continuous Deployment - A Multivocal Literature Review Study. PROFES (2016)
Leah Riungu-Kalliosaari, Simo Mäkinen, Lucy Ellen Lwakatare, Juha Tiihonen, Tomi Männistö
DevOps Adoption Benefits and Challenges in Practice: A Case Study. PROFES (2016)
Lucy Ellen Lwakatare, Teemu Karvonen, Tanja Sauvola, Pasi Kuvaja, Helena Holmström Olsson, Jan Bosch, Markku Oivo
Towards DevOps in the Embedded Systems Domain: Why is It So Hard? HICSS (2016)
Lucy Ellen Lwakatare, Pasi Kuvaja, Markku Oivo
Dimensions of DevOps. XP (2015)
Teemu Karvonen, Lucy Ellen Lwakatare, Tanja Sauvola, Jan Bosch, Helena Holmström Olsson, Pasi Kuvaja, Markku Oivo
Hitting the Target: Practices for Moving Toward Innovation Experiment Systems. ICSOB (2015)
Tanja Sauvola, Lucy Ellen Lwakatare, Teemu Karvonen, Pasi Kuvaja, Helena Holmström Olsson, Jan Bosch, Markku Oivo
Towards Customer-Centric Software Development: A Multiple-Case Study. EUROMICRO-SEAA (2015)
Lucy Ellen Lwakatare, Pasi Kuvaja, Harri Haapasalo, Arto Tolonen
Empirical Challenges in the Implementation of IT Portfolio Management: A Survey in Three Companies. CAiSE (2015)