Bestoun S. Ahmed, Ph.D.
Associate Professor (Docent)
Department of Mathematics and Computer Science
Faculty of Health, Science and Technology
Karlstad University, Sweden
Room: 21D 413
email: bestoun (” At “)
email: bestoon82 (“At “)
Phone: +46-54 700 1861
Skype: “bestoun82”
Google Scholar
Publons Profile
Research Gate Profile
News
- On 9 February 2023, I will give a talk on “Synergizing MLOPS, DataOps, Data Quality, and Software Engineering: A Research-Driven Approach to ML System Development, Deployment, and Maintenance.” at Red Hat Europe Research Interest Group Meeting. Date: February 9, 2023 Time: 2:00 pm – 3:00 pm EU time. Information on how to attend is available in the call link.
- 6 February 2023, our paper on IoT Testing, titled “Specialized Path-based Technique to Test Internet of Things System Functionality Under Limited Network Connectivity,” has been accepted in IoT Journal Elsevier.
- 24 December 2022, our paper on Quality assurance in MLOPs titled “Quality Assurance in MLOps Setting: An Industrial Perspective” has been accepted in the 1st International Workshop on Intelligent Software Engineering, colocated with APSEC2022.
- 12 August 2022, our paper “A Drift Handling Approach for Self-Adaptive ML Software in Scalable Industrial Processes” has been accepted at The 37th IEEE/ACM International Conference on Automated Software Engineering (ASE2022).
Research Interests
My research activities span the following directions:
- Quality Assurance: Quality assurance of machine learning and data-driven systems.
- Software Testing: Mutation testing, Regression testing, Interaction testing, GUI interaction testing, Automated testing, and Smart TV app testing.
- Trustworthy AI systems: Software Engineering for AI, SE4AI.
- Test Generation algorithms: Combinatorial interaction tools, statistical test generation.
- Quality Assurance of IoT Systems: Quality aspects of IoT systems.
- Applied Soft Computing: Optimizations in software engineering, control parameter optimization, Combinatorial Optimization, and its applications
