Research Unit Embedded Computing Systems

TU Wien » Faculty of Informatics » Institute of Computer Engineering » Research Unit Embedded Computing Systems

Daniel Müller-Gritschneder

Univ.Prof. Dr.-Ing. Dipl.-Ing.

Research Focus

  • Computer Engineering: 100%

Research Areas

  • Computer Engineering, Embedded Systems, Embedded System Design, Computer Architecture, RISC-V, computer security, Edge AI
Daniel Müller-Gritschneder

About

I am full professor of Computer Architecture at the Institute of Computer Engineering, TU Wien Informatics, Austria, since 2024. Previously, I was a research group leader at the Chair of Electronic Design Automation and acting professor for Real-time Systems at TU Munich, Germany. I received my Dipl.-Ing., Dr.-Ing. and Habilitation degree from TUM in 2003, 2009 and 2019 respectively.

I like working in collaborative research projects in close cooperation with industry partners and in the past cooperated with companies such as Infineon, Bosch, SPARX Systems, BMW and Mercedes.

I often serve in committees for EDA conferences such as DAC, ICCAD, DATE, SAMOS and CODES/ISSS. I am also active in the RISC-V community and co-initiator and steering committee member of the RISC-V Summit Europe. I am senior member of IEEE.

My main research interests are in Electronic System Level Design, RISC-V domain-specific architectures, tinyML/embedded ML compiler toolchains as well as functional safety and HW security.

Roles

Contact

 

Winter 2025

 

 

 

 

  • Best Paper Award: Moritz Thoma, Tobias Preintner, Emad Aghajanzadeh, Shambhavi Balamuthu Sampath, Pierpaolo Mori, Nael Fasfous, Manoj-Rohit Vemparala, Alexander Frickenstein, Daniel Mueller-Gritschneder, Ulf Schlichtmann; Uncertainty Aware Training to Improve Uncertainty Active Learning for Semantic Segmentation Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops, 2025
    2025 / SAIAD Workshop, CVPR25 / USA / Website
  • Best Student Paper Award: Pierpaolo Mori, Lukas Frickenstein, Shambhavi Balamuthu Sampath, Moritz Thoma, Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Christian Unger, Walter Stechele, Daniel Mueller-Gritschneder, Claudio Passerone "Wino Vidi Vici: Conquering Numerical Instability of 8-Bit Winograd Convolution for Accurate Inference Acceleration on Edge"
    2024 / IEEE/CVF Winter Conference on Applications of Computer Vision 2024 / USA
  • Best Paper Award: Samira Ahmadi, Rafael Stahl, Philipp van Kempen, Daniel Mueller-Gritschneder and Ulf Schlichtmann. "Towards Rapid Exploration of Heterogeneous TinyML Systems using Virtual Platforms and TVM’s UMA."
    2023 / Workshop on Compilers, Deployment, and Tooling for Edge AI. / Germany
  • Habilitationspreis
    2019 / Bund der Freunde der technischen Universität München / Germany / Website
  • Best Paper Award for Paper: Saman Payvar, Mir Khan, Rafael Stahl, Daniel Mueller-Gritschneder, Jani Boutellier "Neural Network-based Vehicle Image Classification for IoT Devices"
    2019 / IEEE International Workshop on Signal Processing Systems, SiPS 2019 / China
  • Senior Member
    2019 / IEEE / USA

 

Soon, this page will include additional information such as reference projects, activities as journal reviewer and editor, memberships in councils and committees, and other research activities.

Until then, please visit Daniel’s research profile in TISS.

Short Bio

Daniel Mueller-Gritschneder is full professor of Computer Architecture at the Institute of Computer Engineering, TU Wien Informatics, Austria, since 2024. Previously, he spend more than 25 years at TU Munich (TUM), from his diploma studies, as a PhD researcher and PostDoc research group leader at the Chair of Electronic Design Automation to acting professor for Real-time Systems. He received his Dipl.-Ing., Dr.-Ing. and Habilitation degree from TUM in 2003, 2009 and 2019 respectively. He has been working in collaborative research projects in close cooperation with industry partners and cooperated with companies such as Infineon, Bosch, SPARX Systems, BMW and Mercedes. He is senior member of IEEE.

Currently the Computer Architecture Group works on:

I am or have been involved in the following conferences and workshops: