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ORCIDLucy Ellen Lwakatare
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2020 – today
- 2023
[c16]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: 36-47- 2022
- [j6]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): 18-29 (2022) - 2021
- [c15]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: 2291-2300 - [c14]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: 248-257 - [i1]Lucy Ellen Lwakatare, Ellinor Rånge, Ivica Crnkovic, Jan Bosch:
On the experiences of adopting automated data validation in an industrial machine learning project. CoRR abs/2103.04095 (2021) - 2020
- [j5]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: 106368 (2020) - [c13]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: 185-201 - [c12]Lucy Ellen Lwakatare, Ivica Crnkovic, Jan Bosch:
DevOps for AI - Challenges in Development of AI-enabled Applications. SoftCOM 2020: 1-6
2010 – 2019
- 2019
- [j4]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: 135-224 (2019) - [j3]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: 217-230 (2019) - [c11]Hugo Sica de Andrade, Lucy Ellen Lwakatare, Ivica Crnkovic, Jan Bosch:
Software Challenges in Heterogeneous Computing: A Multiple Case Study in Industry. SEAA 2019: 148-155 - [c10]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: 227-243 - 2018
- [c9]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: 184-195 - 2017
- [j2]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: 263-291 (2017) - [j1]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) - [c8]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: 223-226 - 2016
- [c7]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: 5437-5446 - [c6]Lucy Ellen Lwakatare, Pasi Kuvaja, Markku Oivo:
Relationship of DevOps to Agile, Lean and Continuous Deployment - A Multivocal Literature Review Study. PROFES 2016: 399-415 - [c5]Leah Riungu-Kalliosaari, Simo Mäkinen, Lucy Ellen Lwakatare, Juha Tiihonen, Tomi Männistö:
DevOps Adoption Benefits and Challenges in Practice: A Case Study. PROFES 2016: 590-597 - 2015
- [c4]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: 453-467 - [c3]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: 9-17 - [c2]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: 117-131 - [c1]Lucy Ellen Lwakatare, Pasi Kuvaja, Markku Oivo:
Dimensions of DevOps. XP 2015: 212-217
Coauthor Index
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