Jan Bosch

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characteristic in agile development, difficulties arise in large-scale agile development where the product owner can no longer represent the different needs of a large customer base. …

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, …

The EMFIS Model — Enable More Frequent Integration of Software

2017

The EMFIS model allows companies to explicate a representation of the organization's current situation regarding continuous integration impediments, and visualizes what the organization must focus on in order to enable more frequent integration of software. …

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 …

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 …

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 …

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 …