Markus Borg

Software Engineering Researcher

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Tag: performance

With a background in process automation with ABB, and a MSc thesis project on real-time systems, addressing response times and execution performance analysis comes naturally in some of my research. Furthermore, I frequently collaborate with Mälardalen University – true experts in the area.

April 27, 2019April 29, 2019mrksbrg

Performance Issues? Hey DevOps, Mind the Uncertainty!

April 22, 2019May 23, 2019mrksbrg

Machine Learning to Guide Performance Testing: An Autonomous Test Framework

January 19, 2019April 27, 2019mrksbrg

Feedback from Operations to Software Development – A DevOps Perspective on Runtime Metrics and Logs

November 5, 2018November 22, 2018mrksbrg

Goal-Oriented Mutation Testing with Focal Methods

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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agile architecture automotive computer vision digitalization information retrieval issue management machine learning meta open source performance public sector recommendation systems requirements engineering safety security simulators sports teaching testing traceability visualization
case study design science experience report experiment interviews literature review proof-of-concept statistical analysis survey
A-TEST AIRE AITest CESI CSEET CSMR DEVOPS DVCon EASE EMSE ENASE ESEM Euromicro GISE HÖGUTB ICSE ICST IEEE Software IoT4Emergency IST ITEQS JASE JSEP LUPed MALETS MaLTeSQuE MARCH NAWGFEST NODALIDA PROFES RET SASSUR SEAMS SEFAIAS SQJ SQUADE TEFSE TinyToCS ToG TSE XP
AIQ EASE. ORION PIMM SECONDS SMILE TESTOMAT

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