Benedikt Dietrich

  • Haid-und-Neu-Str. 7
    Bldg. 07.21
    76131 Karlsruhe

Publications

Conferences
Heba Khdr, Mohammed Bakr Sikal, Benedikt Dietrich, Jörg Henkel
Towards the Optimization of Hardware Efficiency through Machine Learning
in 2025 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), DOI, PDF, 06-09 Jul 2025.
Benedikt Dietrich, Heba Khdr, Jörg Henkel
Centralized Training and Decentralized Control through the Actor-Critic Paradigm for Highly Optimized Multicores
in 62nd Design Automation Conference (DAC), San Francisco (ACCEPTED), Jun 22 - 25 2025.
Benedikt Dietrich, Rasmus Müller-Both, Heba Khdr, Jörg Henkel
Federated Reinforcement Learning for Optimizing the Power Efficiency of Edge Devices
Design, Automation and Test in Europe Conference (DATE), Lyon, France, DOI, PDF, Mar 31 - Apr 2 2025.

Student Theses

Ongoing Projects
NameType of workTitleMentor
Nam, ChrisBachelor thesisFederated Learning / Resource ManagementDietrich, Benedikt / Ahmed, Mohamed Aboelenien
Finished Projects
NameType of workTitleMentorCompletion date
Adrian, Michael RichardBachelor thesisRL for DVFS on heterogenous devices using FL Dietrich, Benedikt2025-06-16
Csurko, AnnaBachelor thesisUsing Machine Learning for User-Specific Resource Control Dietrich, Benedikt / Khdr, Heba2025-05-15
Uyanik, UlasMaster thesisScheduling of DNNs on Heterogeneous ProcessorsDietrich, Benedikt / Khdr, Heba2025-05-02