Markus Borg

Software Engineering Researcher

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Tag: TESTOMAT

The TESTOMAT project was all about test automation. While being an acknowledged best practice for years, test automation needs to go beyond repeated execution of test cases in a continuous integration context. In this ITEA3 project, 40 partners across Europe explored how to bring test automation to the next level, studying topics such as test case generation, automated test result analysis, test suite assessment and maintenance, and test automation infrastructure. TESTOMAT developed a novel test automation improvement model, defining key improvement areas, and measurable improvement steps.

August 27, 2019August 27, 2019mrksbrg

SZZ Unleashed: An Open Implementation of the SZZ Algorithm – Featuring Example Usage in a Study of Just-in-Time Bug Prediction for the Jenkins Project

April 22, 2019May 23, 2019mrksbrg

Machine Learning to Guide Performance Testing: An Autonomous Test Framework

October 25, 2018November 6, 2018mrksbrg

Enabling Visual Design Verification Analytics – From Prototype Visualizations to an Analytics Tool Using the Unity Game Engine

October 12, 2018October 18, 2018mrksbrg

Speeding up Mutation Testing via the Cloud: Lessons Learned for Further Optimizations

May 29, 2018July 13, 2018mrksbrg

Adaptive Runtime Response Time Control in PLC-based Real-Time Systems using Reinforcement Learning

May 28, 2018July 13, 2018mrksbrg

Learning-based Response Time Analysis in Real-Time Embedded Systems: A Simulation-based Approach

April 9, 2018July 15, 2018mrksbrg

Learning-Based Self-Adaptive Assurance of Timing Properties in a Real-Time Embedded System

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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