Helena Holmström Olsson
6 papers in the PaperMetrix corpus
Papers by this author
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Towards continuous validation of customer value
2015
While close customer collaboration is highlighted as a distinguishing characteristic in agile development, difficulties arise in large-scale agile development where the product owner can no longer represent the different needs of a large customer base. …
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Towards DevOps in the Embedded Systems Domain: Why is It So Hard?
2016
DevOps is a predominant phenomenon in the web domain. Its two core principles emphasize collaboration between software development and operations, and the use of agile principles to manage deployment environments and their configurations. DevOps techniques, …
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Singing the Praise of Empowerment: Or Paying the Cost of Chaos
2018
Empowerment is based on the belief that employees have the ability, and the desire, to shoulder more responsibility and perform better when given freedom. In an empowered organization, authority is given to employees with the …
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End-to-End Federated Learning for Autonomous Driving Vehicles
2021
In recent years, with the development of computation capability in devices, companies are eager to investigate and utilize suitable ML/DL methods to improve their service quality. However, with the traditional learning strategy, companies need to …
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Deep Reinforcement Learning for Multiple Agents in a Decentralized Architecture: A Case Study in the Telecommunication Domain
2023
Deep reinforcement learning has made significant development in recent years, and it is currently applied not only in simulators and games but also in embedded systems. However, when implemented in a real-world context, reinforcement learning …
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Bidirectional Data Pipelines: An Industrial Case Study
2024
Background : Bidirectional data pipelines have emerged as a response to the evolving needs of modern data ecosystems. Traditionally, unidirectional pipelines allowed data to flow in a single direction, limiting interaction. The surge in demand …