Markus Borg

Registered user since Wed 24 Jan 2018

Name: Markus Borg

Bio: Dr. Markus Borg is a senior researcher with the Software and Systems Engineering Laboratory at RISE Research Institutes of Sweden AB and an adjunct senior lecturer at Lund University.

The goal of my research is to support successful engineering of software-intensive systems. My main contributions deal with tapping into the collected wisdom of historical project data to facilitate machine learning for actionable decision support in defect management, for example bug assignment and change impact analysis. Currently, I’m in a transition from “machine learning for software engineering” to “software engineering for machine learning” – I want to evolve software engineering practices to match the needs when developing the data-driven systems of the future.

Country: Sweden

Affiliation: RISE Research Institutes of Sweden AB

Personal website: http://mrksbrg.com

Research interests: empirical software engineering, machine learning, safety engineering, software testing

Contributions

ICST 2020Author of Poster: Performance Testing Driven by Reinforcement Learning within the Posters Track-track
ICSE 2021Committee Member in Program Committee within the Software Engineering in Practice-track
ICSE 2020Programme Committee in Program Committee within the Technical Papers-track
SEAMS 2018Author of Adaptive Runtime Response Time Control in PLC-based Real-Time Systems using Reinforcement Learning within the SEAMS 2018-track
ESEC/FSE 2018Author of Goal-Oriented Mutation Testing with Focal Methods within the A-TEST-track
* ICSE 2018 *Panelist of Software Engineering in 2030 within the IF - Industry Forum-track
Author of [Case study] Digitalization of Swedish Government Agencies - A Perspective Through the Lens of a Software Development Census within the SEIS - Software Engineering in Society -track