Lucy Ellen Lwakatare

25 papers A 1B 6Misc 1Journal 7Unranked 10
YearRankTypeTitle / Venue / Authors
2025 — conf
Comparative Analysis of Three IoT Data Storage System Architectures on AWS Cloud.
ICSA Companion
Dominik Rohal, Lucy Ellen Lwakatare, Yusheng Wu, Jesse Haataja, Jukka K. Nurminen, Juha Kangasluoma
2025 — conf
Exploring Industrial Application of Replay-Based Continuous Learning in Machine Learning Pipeline.
EDBT/ICDT Workshops
Fabian Rensing, Lucy Ellen Lwakatare, Jukka K. Nurminen
2023 — conf
Systematic Mapping Study on Use of Pre-Trained Open Machine Learning Models.
TKTP
Riku Alho, Mikko Raatikainen, Jukka K. Nurminen, Lalli Myllyaho, Lucy Ellen Lwakatare
2022 J jnl
Practices and Infrastructures for Machine Learning Systems: An Interview Study in Finnish Organizations.
Computer
Dennis Muiruri, Lucy Ellen Lwakatare, Jukka K. Nurminen, Tommi Mikkonen
2021 — conf
Managing and Composing Teams in Data Science: An Empirical Study.
IEEE BigData
Timo Aho, Terhi Kilamo, Lucy Ellen Lwakatare, Tommi Mikkonen, Outi Sievi-Korte, Sezin Gizem Yaman
2021 — conf
On the Experiences of Adopting Automated Data Validation in an Industrial Machine Learning Project.
ICSE (SEIP)
Lucy Ellen Lwakatare, Ellinor Rånge, Ivica Crnkovic, Jan Bosch
2021 J jnl
On the experiences of adopting automated data validation in an industrial machine learning project.
CoRR
Lucy Ellen Lwakatare, Ellinor Rånge, Ivica Crnkovic, Jan Bosch
2020 Misc conf
DevOps for AI - Challenges in Development of AI-enabled Applications.
SoftCOM
Lucy Ellen Lwakatare, Ivica Crnkovic, Jan Bosch
2020 B conf
From a Data Science Driven Process to a Continuous Delivery Process for Machine Learning Systems.
PROFES
Lucy Ellen Lwakatare, Ivica Crnkovic, Ellinor Rånge, Jan Bosch
2020 J jnl
Large-scale machine learning systems in real-world industrial settings: A review of challenges and solutions.
Inf. Softw. Technol.
Lucy Ellen Lwakatare, Aiswarya Raj, Ivica Crnkovic, Jan Bosch, Helena Holmström Olsson
2019 B conf
A Taxonomy of Software Engineering Challenges for Machine Learning Systems: An Empirical Investigation.
XP
Lucy Ellen Lwakatare, Aiswarya Raj, Jan Bosch, Helena Holmström Olsson, Ivica Crnkovic
2019 J jnl
Chapter Four - Advances in Using Agile and Lean Processes for Software Development.
Adv. Comput.
Pilar Rodríguez, Mika Mäntylä, Markku Oivo, Lucy Ellen Lwakatare, Pertti Seppänen, Pasi Kuvaja
2019 J jnl
DevOps in practice: A multiple case study of five companies.
Inf. Softw. Technol.
Lucy Ellen Lwakatare, Terhi Kilamo, Teemu Karvonen, Tanja Sauvola, Ville Heikkilä, Juha Itkonen, Pasi Kuvaja, Tommi Mikkonen, Markku Oivo, Casper Lassenius
2019 B conf
Software Challenges in Heterogeneous Computing: A Multiple Case Study in Industry.
SEAA
Hugo Sica de Andrade, Lucy Ellen Lwakatare, Ivica Crnkovic, Jan Bosch
2018 — conf
Feedback from Operations to Software Development - A DevOps Perspective on Runtime Metrics and Logs.
DEVOPS
Jürgen Cito, Johannes Wettinger, Lucy Ellen Lwakatare, Markus Borg, Fei Li
2017 J jnl
An empirical study of portfolio management and Kanban in agile and lean software companies.
J. Softw. Evol. Process.
Muhammad Ovais Ahmad, Lucy Ellen Lwakatare, Pasi Kuvaja, Markku Oivo, Jouni Markkula
2017 J jnl
Continuous deployment of software intensive products and services: A systematic mapping study.
J. Syst. Softw.
Pilar Rodríguez, Alireza Haghighatkhah, Lucy Ellen Lwakatare, Susanna Teppola, Tanja Suomalainen, Juho Eskeli, Teemu Karvonen, Pasi Kuvaja, June M. Verner, Markku Oivo
2017 — conf
Performance Engineering for Microservices: Research Challenges and Directions.
ICPE Companion
Robert Heinrich, André van Hoorn, Holger Knoche, Fei Li, Lucy Ellen Lwakatare, Claus Pahl, Stefan Schulte, Johannes Wettinger
2016 B conf
DevOps Adoption Benefits and Challenges in Practice: A Case Study.
PROFES
Leah Riungu-Kalliosaari, Simo Mäkinen, Lucy Ellen Lwakatare, Juha Tiihonen, Tomi Männistö
2016 B conf
Relationship of DevOps to Agile, Lean and Continuous Deployment - A Multivocal Literature Review Study.
PROFES
Lucy Ellen Lwakatare, Pasi Kuvaja, Markku Oivo
2016 — conf
Towards DevOps in the Embedded Systems Domain: Why is It So Hard?
HICSS
Lucy Ellen Lwakatare, Teemu Karvonen, Tanja Sauvola, Pasi Kuvaja, Helena Holmström Olsson, Jan Bosch, Markku Oivo
2015 B conf
Dimensions of DevOps.
XP
Lucy Ellen Lwakatare, Pasi Kuvaja, Markku Oivo
2015 A conf
Empirical Challenges in the Implementation of IT Portfolio Management: A Survey in Three Companies.
CAiSE
Lucy Ellen Lwakatare, Pasi Kuvaja, Harri Haapasalo, Arto Tolonen
2015 — conf
Hitting the Target: Practices for Moving Toward Innovation Experiment Systems.
ICSOB
Teemu Karvonen, Lucy Ellen Lwakatare, Tanja Sauvola, Jan Bosch, Helena Holmström Olsson, Pasi Kuvaja, Markku Oivo
2015 — conf
Towards Customer-Centric Software Development: A Multiple-Case Study.
EUROMICRO-SEAA
Tanja Sauvola, Lucy Ellen Lwakatare, Teemu Karvonen, Pasi Kuvaja, Helena Holmström Olsson, Jan Bosch, Markku Oivo