ECMS 2024 Conference Materials Now Available!
We are pleased to announce that the conference materials for the 38th ECMS International Conference …
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Daniel Grzonka
B.Eng, M.Sc, Executive MBA, Ph.D
Computer Scientist
Hello, I am Daniel Grzonka
I received my B.Sc. and M.Sc. degrees from Cracow University of Technology, Poland, in 2012 and 2013, respectively. In 2019, I received a Ph.D. degree from the Polish Academy of Sciences (in cooperation with Jagiellonian University). All degrees (with distinctions) are in Computer Science. In 2024, I earned an Executive MBA from Academy of Social Sciences in Łódź.
Currently, I am Assistant Professor at the Cracow University of Technology and Vice-Dean for Education at the Faculty of Computer Science and Telecommunications. As well as I am the laureate of the prestigious START 2019 competition of the Foundation for Polish Science for the most outstanding young scientists. I am also a member of Polish Information Processing Society.
I have been working for several corporations, companies and scientific institutions, like ABB ISDC, CDN-Partner, Cracow University of Technology, AGH University of Science and Technology and Jagiellonian University. The main topics of my research are listed below.
Research Areas
Multi-agent systems
Development of formal models for multi-agent systems. The use of agent systems in wide-area modelling and simulation applications.
Cloud and grid computing
Problems of balanced use of cloud and grid computing resources. Virtualisation of computing environments.
Task scheduling problem
Work on the problem of task scheduling, with particular emphasis on the processing of computing task batches.
Data science
Processing and analysis of various datasets, including work within the BigData paradigm.
Machine learning
Implementation and evaluation of advanced classification and regression models. Knowledge construction based on different data types.
High-performance computing
High-performance distributed computing, as well as vector computing on processor registers.
Research cooperation proposal
- Collaborative research papers
- Joint grant applications
- Publication reviews
- Erasmus+ visits
- Hosting a visiting professor
Latest papers
Exploring Music Through AI: Predicting Popularity, Explicitness And Evolving Trends. In: Scarpa, Marco; Cavalieri, Salvatore; Serrano, Salvatore; Vita, Fabrizio De (Ed.): ECMS 2025 : proceedings of the 39th ECMS International Conference on Modelling and Simulation, June 24th-June 27th, 2025, Catania, Italy, pp. 604-612, European Council for Modelling and Simulation – ECMS, 2025, ISSN: 2522-2422.
Enhancing IoT security with a DNA-based lightweight cryptography system. In: Scientific Reports, vol. 15, no. 13367, 2025, ISSN: 2045-2322.
Key insights into recommended SMS spam detection datasets. In: Scientific Reports, vol. 15, no. 8162, 2025, ISSN: 2045-2322.
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H-INDEX
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RESEARCH PAPERS AND WORKS
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CITATIONS
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Latest news
ECMS 2024 in Cracow!
We are pleased to announce the 38th ECMS International Conference on Modelling and Simulation, takin…