Joanna Strug

Dr. Eng. Joanna Strug is a lecturer at the Department of Automation and Computer Science within the Faculty of Electrical and Computer Engineering at Cracow University of Technology. Her research focuses on software testing methodologies, machine learning applications in test automation, and database technologies.

• Specialization in mutation testing and fault injection
• Expertise in UML/OC validation and business process testing
• Active researcher in relational and non-relational database modeling

Recent research trends indicate a focus on database technology performance analysis, including:

• Comparative benchmarking of relational vs. NoSQL databases
• Cost optimization in mutation testing using machine learning
• Structural similarity applications for test classification
• Validation frameworks for service-oriented architectures
• Model-based testing of business processes
• Bytecode-level mutant classification

Her work appears in prominent venues including:

• Information Systems Architecture and Technology
• Artificial Intelligence and Soft Computing
• Journal of Engineering
• International Conference on Software Engineering (ENASE)