David Ganz
David Ganz
ZHAW
School of Engineering
Forschungsschwerpunkt Secure and Dependable Systems and Networks
Projects
- Smart Cyber Defense: AI and Machine Learning for Industrial Control Systems / Team member / ongoing
- Machine Learning Mathematical Extension To Multiple Processors / Team member / ongoing
- CI/CD for PROFINET Conformance Test / Team member / completed
Publications
Written conference contributions, peer-reviewed
- Doran, H. D. et al. (2023) 'Towards HW-SW co-design for secure industrial real-time ethernet applications', in 2023 IEEE 28th International Conference on Emerging Technologies and Factory Automation (ETFA). IEEE. doi: 10.1109/ETFA54631.2023.10275666.
- Doran, H. D. et al. (2021) 'Redundant machine learning architectures for functional safety relevant applications – an evaluation', in 14. Embedded Computing Conference, Winterthur (online), 1. Juni 2021.
- Doran, H. D. et al. (2021) 'Dependable neural networks through redundancy, a comparison of redundant architectures', in Proceedings of the Embedded World Conference 2021. WEKA. doi: 10.21256/zhaw-23980.
- Ganz, D., Leschke, S. and Doran, H. D. (2015) 'Improving EtherCAT master-slave synchronisation precision using PTCP embedded in EtherCAT frames : a proof-of-concept', in 2015 IEEE World Conference on Factory Communication Systems (WFCS). IEEE. doi: 10.1109/WFCS.2015.7160552.
- Ganz, D. and Doran, H. D. (2014) 'Extending summation-frame communication systems for high performance and complex automation applications', in 2014 10th IEEE Workshop on Factory Communication Systems (WFCS 2014). IEEE. doi: 10.1109/WFCS.2014.6837596.
- Schoch, J. et al. (2012) 'Dynamic frame packing in industrial applications using COTS components', in 2012 9th IEEE International Workshop on Factory Communication Systems. IEEE. doi: 10.1109/WFCS.2012.6242557.
- May, M., Ganz, D. and Doran, H. D. (2012) 'HSR and PROFINET IRT bandwidth management in generic embedded systems', in Proceedings of 2012 IEEE 17th International Conference on Emerging Technologies & Factory Automation (ETFA 2012). IEEE, pp. 1–4. doi: 10.1109/ETFA.2012.6489724.
Oral conference contributions and abstracts
- Tordoya Taquichiri, C. R. and Ganz, D. (2024) 'AI acceleration for space applications', in Embedded Computing Conference (ECC), Winterthur, Switzerland, 28 May 2024.
- Tordoya Taquichiri, C. R., Ganz, D. and Buchheim, K. (2024) 'Reconfigurable hardware revisited : implementing an optimised AI pipeline on the HPDP processor', in Embedded Computing Conference (ECC), Winterthur, Switzerland, 28 May 2024.