Helena Holmström Olsson

Best Publications

• Climbing the "Stairway to Heaven" -- A Mulitiple-Case Study Exploring Barriers in the Transition from Agile Development towards Continuous Deployment of Software

  Helena Holmstrom Olsson;Hiva Alahyari;Jan Bosch

  369
  Citations

• A framework for considering opportunities and threats in distributed software development

  Par J. Agerfalk;Brian Fitzgerald;Helena Holmstrom Olsson;Brian Lings

  311
  Citations

• Global software development: where are the benefits?

  Eoin Ó Conchúir;Pär J. Ågerfalk;Helena H. Olsson;Brian Fitzgerald

  271
  Citations

• The Early Stage Software Startup Development Model: A Framework for Operationalizing Lean Principles in Software Startups

  Jan Bosch;Helena Holmström Olsson;Jens Björk;Jens Ljungblad

  220
  Citations

• 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

  209
  Citations

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

  Lucy Ellen Lwakatare;Aiswarya Raj;Jan Bosch;Helena Holmström Olsson

  189
  Citations

• Benefits of global software development: the known and unknown

  Pär J. Ågerfalk;Brian Fitzgerald;Helena Holmström Olsson;Eoin Ó Conchúir

  157
  Citations

• The evolution of continuous experimentation in software product development: from data to a data-driven organization at scale

  Aleksander Fabijan;Pavel Dmitriev;Helena Holmstrom Olsson;Jan Bosch

  156
  Citations

• Data management for production quality deep learning models: Challenges and solutions

  Unknown

  144
  Citations

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

  Lucy Ellen Lwakatare;Teemu Karvonen;Tanja Sauvola;Pasi Kuvaja

  137
  Citations

• From Opinions to Data-Driven Software R&D: A Multi-case Study on How to Close the 'Open Loop' Problem

  Helena Holmström Olsson;Jan Bosch

  126
  Citations

• Customer Feedback and Data Collection Techniques in Software R&D: A Literature Review

  Aleksander Fabijan;Helena Holmström Olsson;Jan Bosch

  104
  Citations

• Towards MLOps: A Framework and Maturity Model

  Meenu Mary John;Helena Holmstrom Olsson;Jan Bosch

  104
  Citations

• Data Management Challenges for Deep Learning

  Aiswarya Munappy;Jan Bosch;Helena Holmstrom Olsson;Anders Arpteg

  95
  Citations

• Towards Continuous Customer Validation : A Conceptual Model for Combining Qualitative Customer Feedback with Quantitative Customer Observation

  Helena Holmström Olsson;Jan Bosch

  93
  Citations

• Engineering AI Systems: A Research Agenda

  Jan Bosch;Helena Holmström Olsson;Ivica Crnkovic

  87
  Citations

• JAutomate: A Tool for System- and Acceptance-test Automation

  Unknown

  86
  Citations

• Data Labeling: An Empirical Investigation into Industrial Challenges and Mitigation Strategies

  Teodor Fredriksson;David Issa Mattos;Jan Bosch;Helena Holmström Olsson

  75
  Citations

• Modelling Data Pipelines

  Aiswarya Raj;Jan Bosch;Helena Holmstrom Olsson;Tian J. Wang

  66
  Citations

• Experimentation growth: Evolving trustworthy A/B testing capabilities in online software companies

  Aleksander Fabijan;Pavel A. Dmitriev;Colin McFarland;Lukas Vermeer

  57
  Citations