Markus Borg

Software Engineering Researcher

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Tag: safety

My first job after my engineering degree was with ABB in Malmö. I worked there for three years, first as a thesis student and then as a development engineer. We developed the 800xA automation system, safety-certified as SIL2. I contributed to the evolution of an IDE for automation languages specified by IEC 61131-3, and got to learn about the safety standards IEC 61508 and IEC 61511. Since then I’ve been interested in the rigor required to develop software systems that can harm people.

August 26, 2021September 5, 2021mrksbrg

Testing AD/ADAS in Simulators – Results from Two Tool Competitions

April 13, 2021April 14, 2021mrksbrg

Digital Twins Are Not Monozygotic – Cross-Replicating ADAS Testing in Two Industry-Grade Automotive Simulators

August 28, 2019December 28, 2020mrksbrg

Performance Analysis of Out-of-Distribution Detection on Various Trained Neural Networks

April 4, 2019December 28, 2020mrksbrg

Towards Structured Evaluation of Deep Neural Network Supervisors

January 31, 2019August 18, 2019mrksbrg

Safely Entering the Deep: A Review of Verification and Validation for Machine Learning and a Challenge Elicitation in the Automotive Industry

May 28, 2018July 13, 2018mrksbrg

Automotive Safety and Machine Learning: Initial Results from a Study on How to Adapt the ISO 26262 Safety Standard

May 22, 2017August 27, 2019mrksbrg

Software Engineers’ Information Seeking Behavior in Change Impact Analysis – An Interview Study

January 16, 2017July 13, 2018mrksbrg

Aligning Requirements and Testing: Working Together toward the Same Goal

October 24, 2016July 12, 2018mrksbrg

Supporting Change Impact Analysis Using a Recommendation System: An Industrial Case Study in a Safety-Critical Context

September 20, 2016July 12, 2018mrksbrg

Practitioners’ Perspectives on Change Impact Analysis for Safety-Critical Software – A Preliminary Analysis

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Recent Publications

  • Requirements on Technical Debt: Dare to Specify Them! February 20, 2023
  • Pipeline Infrastructure Required to Meet the Requirements on AI December 27, 2022
  • Can RE Help to Better Prepare Industrial AI for the Commercial Scale? October 30, 2022
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