Daniel Mueller-Gritschneder

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 59

Top Topics

Fault Injection

Instruction Set

Design Space Exploration

Top Venues

ACM Trans. Design Autom. Electr. Syst.

Publications

Pierpaolo Morì, Moritz Thoma, Lukas Frickenstein, Shambhavi Balamuthu Sampath, Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Walter Stechele, Daniel Mueller-Gritschneder, Claudio Passerone
MATAR: Multi-Quantization-Aware Training for Accurate and Fast Hardware Retargeting. DATE (2024)
Pierpaolo Morì, 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. WACV (2024)
Steven Klotz, Thorsten Bucksch, Dip Goswami, Daniel Mueller-Gritschneder
Energy-Aware Speed Regulation in Electrical Drives: A Load-Agnostic Motor Control Approach via Reinforcement Learning. ECC (2024)
Philipp van Kempen, Jefferson Parker Jones, Daniel Mueller-Gritschneder, Ulf Schlichtmann
muRISCV-NN: Challenging Zve32x Autovectorization with TinyML Inference Library for RISC-V Vector Extension. CF (Companion) (2024)
Alexander Hoffman, Ulf Schlichtmann, Daniel Mueller-Gritschneder
MuNAS: TinyML Network Architecture Search Using Goal Attainment and Reinforcement Learning. MECO (2024)
Johannes Geier, Daniel Mueller-Gritschneder
vRTLmod: An LLVM based Open-source Tool to Enable Fault Injection in Verilator RTL Simulations. CF (2023)
Uzair Sharif, Daniel Mueller-Gritschneder, Rafael Stahl, Ulf Schlichtmann
Efficient Software-Implemented HW Fault Tolerance for TinyML Inference in Safety-critical Applications. DATE (2023)
Frederik Haxel, Alexander Viehl, Michael Benkel, Bjoern Beyreuther, Klaus Birken, Rolf Schmedes, Kim Grüttner, Daniel Mueller-Gritschneder
The Universal Safety Format in Action: Tool Integration and Practical Application. SN Comput. Sci. 4 (2) (2023)
Philipp van Kempen, Rafael Stahl, Daniel Mueller-Gritschneder, Ulf Schlichtmann
MLonMCU: TinyML Benchmarking with Fast Retargeting. CoRR (2023)
Philipp van Kempen, Rafael Stahl, Daniel Mueller-Gritschneder, Ulf Schlichtmann
MLonMCU: TinyML Benchmarking with Fast Retargeting. CODAI (2023)
Johannes Kappes, Robert Kunzelmann, Karsten Emrich, Conrad Foik, Daniel Mueller-Gritschneder, Wolfgang Ecker
Effective Processor Model Generation from Instruction Set Simulator to Hardware Design. NorCAS (2023)
Ahsan Saeed, Denis Hoornaert, Dakshina Dasari, Dirk Ziegenbein, Daniel Mueller-Gritschneder, Ulf Schlichtmann, Andreas Gerstlauer, Renato Mancuso
Memory Latency Distribution-Driven Regulation for Temporal Isolation in MPSoCs. ECRTS (2023)
Samira Ahmadifarsani, Rafael Stahl, Philipp van Kempen, Daniel Mueller-Gritschneder, Ulf Schlichtmann
Towards Rapid Exploration of Heterogeneous TinyML Systems using Virtual Platforms and TVM's UMA. CODAI (2023)
Johannes Geier, Lukas Auer, Daniel Mueller-Gritschneder, Uzair Sharif, Ulf Schlichtmann
CompaSeC: A Compiler-Assisted Security Countermeasure to Address Instruction Skip Fault Attacks on RISC-V. ASP-DAC (2023)
Nikolai Körber, Eduard Kromer, Andreas Siebert, Sascha Hauke, Daniel Mueller-Gritschneder
EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic Segmentation. CoRR (2023)
Rafael Stahl, Daniel Mueller-Gritschneder, Ulf Schlichtmann
Fused Depthwise Tiling for Memory Optimization in TinyML Deep Neural Network Inference. CoRR (2023)
Marcel Mettler, Martin Rapp, Heba Khdr, Daniel Mueller-Gritschneder, Jörg Henkel, Ulf Schlichtmann
MonTM: Monitoring-Based Thermal Management for Mixed-Criticality Systems. PARMA-DITAM (2023)
Marcel Mettler, Martin Rapp, Heba Khdr, Daniel Mueller-Gritschneder, Jörg Renkel, Ulf Schlichtmann
Extended Abstract: Monitoring-based Thermal Management for Mixed-Criticality Systems. DATE (2023)
Marcus Rüb, Daniel Maier, Daniel Mueller-Gritschneder, Axel Sikora
TinyProp - Adaptive Sparse Backpropagation for Efficient TinyML On-device Learning. CoRR (2023)
Sabine Pircher, Johannes Geier, Julian Danner, Daniel Mueller-Gritschneder, Antonia Wachter-Zeh
Key-Recovery Fault Injection Attack on the Classic McEliece KEM. IACR Cryptol. ePrint Arch. 2022 (2022)
Sabine Pircher, Johannes Geier, Julian Danner, Daniel Mueller-Gritschneder, Antonia Wachter-Zeh
Key-Recovery Fault Injection Attack on the Classic McEliece KEM. CBCrypto (2022)
Conrad Foik, Daniel Mueller-Gritschneder, Ulf Schlichtmann
CorePerfDSL: A Flexible Processor Description Language for Software Performance Simulation. FDL (2022)
Wolfgang Ecker, Peer Adelt, Wolfgang Müller, Reinhold Heckmann, Milos Krstic, Vladimir Herdt, Rolf Drechsler, Gerhard Angst, Ralf Wimmer, Andreas Mauderer, Rafael Stahl, Karsten Emrich, Daniel Mueller-Gritschneder, Bernd Becker, Philipp Scholl, Eyck Jentzsch, Jan Schlamelcher, Kim Grüttner, Paul Palomero Bernardo, Oliver Bringmann, Mihaela Damian, Julian Oppermann, Andreas Koch, Jörg Bormann, Johannes Partzsch, Christian Mayr, Wolfgang Kunz
The Scale4Edge RISC-V Ecosystem. DATE (2022)
Frederik Haxel, Alexander Viehl, Michael Benkel, Bjoern Beyreuther, Klaus Birken, Rolf Schmedes, Kim Grüttner, Daniel Mueller-Gritschneder
Universal Safety Format: Automated Safety Software Generation. MODELSWARD (2022)
Uzair Sharif, Daniel Mueller-Gritschneder, Ulf Schlichtmann
COMPAS: Compiler-assisted Software-implemented Hardware Fault Tolerance for RISC-V. MECO (2022)
Marcel Mettler, Martin Rapp, Heba Khdr, Daniel Mueller-Gritschneder, Jörg Henkel, Ulf Schlichtmann
An FPGA-based Approach to Evaluate Thermal and Resource Management Strategies of Many-core Processors. ACM Trans. Archit. Code Optim. 19 (3) (2022)
Ahsan Saeed, Dakshina Dasari, Dirk Ziegenbein, Varun Rajasekaran, Falk Rehm, Michael Pressler, Arne Hamann, Daniel Mueller-Gritschneder, Andreas Gerstlauer, Ulf Schlichtmann
Memory Utilization-Based Dynamic Bandwidth Regulation for Temporal Isolation in Multi-Cores. RTAS (2022)
Nikolai Körber, Andreas Siebert, Sascha Hauke, Daniel Mueller-Gritschneder
Tiny Generative Image Compression for Bandwidth-Constrained Sensor Applications. ICMLA (2021)
Uzair Sharif, Daniel Mueller-Gritschneder, Ulf Schlichtmann
REPAIR: Control Flow Protection based on Register Pairing Updates for SW-Implemented HW Fault Tolerance. ACM Trans. Embed. Comput. Syst. 20 (5s) (2021)
Oliver Bringmann, Wolfgang Ecker, Ingo Feldner, Adrian Frischknecht, Christoph Gerum, Timo Hämäläinen, Muhammad Abdullah Hanif, Michael J. Klaiber, Daniel Mueller-Gritschneder, Paul Palomero Bernardo, Sebastian Siegfried Prebeck, Muhammad Shafique
Automated HW/SW co-design for edge AI: state, challenges and steps ahead. CODES+ISSS (2021)
Ahsan Saeed, Daniel Mueller-Gritschneder, Falk Rehm, Arne Hamann, Dirk Ziegenbein, Ulf Schlichtmann, Andreas Gerstlauer
Learning based Memory Interference Prediction for Co-running Applications on Multi-Cores. MLCAD (2021)
Rafael Stahl, Alexander Hoffman, Daniel Mueller-Gritschneder, Andreas Gerstlauer, Ulf Schlichtmann
DeeperThings: Fully Distributed CNN Inference on Resource-Constrained Edge Devices. Int. J. Parallel Program. 49 (4) (2021)
Sabine Pircher, J. Geier, Alexander Zeh, Daniel Mueller-Gritschneder
Exploring the RISC-V Vector Extension for the Classic McEliece Post-Quantum Cryptosystem. ISQED (2021)
Marcel Mettler, Daniel Mueller-Gritschneder, Ulf Schlichtmann
A Distributed Hardware Monitoring System for Runtime Verification on Multi-Tile MPSoCs. ACM Trans. Archit. Code Optim. 18 (1) (2021)
Uzair Sharif, Daniel Mueller-Gritschneder, Ulf Schlichtmann
Investigating the Inherent Soft Error Resilience of Embedded Applications by Full-System Simulation. ASP-DAC (2020)
Rafael Stahl, Daniel Mueller-Gritschneder, Ulf Schlichtmann
Driver Generation for IoT Nodes With Optimization of the Hardware/Software Interface. IEEE Embed. Syst. Lett. 12 (2) (2020)
Marcel Mettler, Daniel Mueller-Gritschneder, Ulf Schlichtmann
Runtime Monitoring of Inter- and Intra-Thread Requirements on Embedded MPSoCs. VLSI Design (2020)
Yong Hu, Marcel Mettler, Daniel Mueller-Gritschneder, Thomas Wild, Andreas Herkersdorf, Ulf Schlichtmann
Machine Learning Approaches for Efficient Design Space Exploration of Application-Specific NoCs. ACM Trans. Design Autom. Electr. Syst. 25 (5) (2020)
Frederik Funk, Thorsten Bucksch, Daniel Mueller-Gritschneder
ML Training on a Tiny Microcontroller for a Self-adaptive Neural Network-Based DC Motor Speed Controller. IoT Streams/ITEM@PKDD/ECML (2020)
Saman Payvar, Mir Khan, Rafael Stahl, Daniel Mueller-Gritschneder, Jani Boutellier
Neural Network-based Vehicle Image Classification for IoT Devices. SiPS (2019)
Eric Cheng, Daniel Mueller-Gritschneder, Jacob A. Abraham, Pradip Bose, Alper Buyuktosunoglu, Deming Chen, Hyungmin Cho, Yanjing Li, Uzair Sharif, Kevin Skadron, Mircea Stan, Ulf Schlichtmann, Subhasish Mitra
Cross-Layer Resilience: Challenges, Insights, and the Road Ahead. DAC (2019)
Alexandra Listl, Daniel Mueller-Gritschneder, Ulf Schlichtmann, Sani R. Nassif
SRAM Design Exploration with Integrated Application-Aware Aging Analysis. DATE (2019)
Alexandra Listl, Daniel Mueller-Gritschneder, Ulf Schlichtmann
MAGIC: A Wear-leveling Circuitry to Mitigate Aging Effects in Sense Amplifiers of SRAMs. NEWCAS (2019)
Thomas Zimmermann, Mathias Mora, Sebastian Steinhorst, Daniel Mueller-Gritschneder, Andreas Jossen
Analysis of Dissipative Losses in Modular Reconfigurable Energy Storage Systems Using SystemC TLM and SystemC-AMS. ACM Trans. Design Autom. Electr. Syst. 24 (4) (2019)
Petra R. Kleeberger, Juana Rivera, Daniel Mueller-Gritschneder, Ulf Schlichtmann
SeRoHAL: generation of selectively robust hardware abstraction layers for efficient protection of mixed-criticality systems. ASP-DAC (2019)
Rafael Stahl, Zhuoran Zhao, Daniel Mueller-Gritschneder, Andreas Gerstlauer, Ulf Schlichtmann
Fully Distributed Deep Learning Inference on Resource-Constrained Edge Devices. SAMOS (2019)
Saman Payvar, Esko Pekkarinen, Rafael Stahl, Daniel Mueller-Gritschneder, Timo D. Hämäläinen
Instruction Extension of a RISC-V Processor Modeled with IP-XACT. NORCAS (2019)
Petra R. Maier, Uzair Sharif, Daniel Mueller-Gritschneder, Ulf Schlichtmann
Efficient Fault Injection for Embedded Systems: As Fast as Possible but as Accurate as Necessary. IOLTS (2018)
Saurav Kumar Ghosh, Soumyajit Dey, Dip Goswami, Daniel Mueller-Gritschneder, Samarjit Chakraborty
Design and validation of fault-tolerant embedded controllers. DATE (2018)
Petra R. Maier, Veit B. Kleeberger, Daniel Mueller-Gritschneder, Ulf Schlichtmann
Fault Injection for Test-Driven Development of Robust SoC Firmware. ACM Trans. Embed. Comput. Syst. 17 (1) (2018)
Yong Hu, Daniel Mueller-Gritschneder, Ulf Schlichtmann
Wavefront-MCTS: multi-objective design space exploration of NoC architectures based on Monte Carlo tree search. ICCAD (2018)
Munish Jassi, Yong Hu, Daniel Mueller-Gritschneder, Ulf Schlichtmann
Graph-Grammar-Based IP-Integration (GRIP) - An EDA Tool for Software-Defined SoCs. ACM Trans. Design Autom. Electr. Syst. 23 (3) (2018)
Alexandra Listl, Daniel Mueller-Gritschneder, Fabian Kluge, Ulf Schlichtmann
Emulation of an ASIC Power, Temperature and Aging Monitor System for FPGA Prototyping. IOLTS (2018)
Rafael Stahl, Daniel Mueller-Gritschneder, Ulf Schlichtmann
Automated Redirection of Hardware Accesses for Host-Compiled Software Simulation. FDL (2018)
Daniel Mueller-Gritschneder, Martin Dittrich, Josef Weinzierl, Eric Cheng, Subhasish Mitra, Ulf Schlichtmann
ETISS-ML: A multi-level instruction set simulator with RTL-level fault injection support for the evaluation of cross-layer resiliency techniques. DATE (2018)
Daniel Mueller-Gritschneder, Uzair Sharif, Ulf Schlichtmann
Performance and accuracy in soft-error resilience evaluation using the multi-level processor simulator ETISS-ML. ICCAD (2018)
Daniel Mueller-Gritschneder, Keerthikumara Devarajegowda, Martin Dittrich, Wolfgang Ecker, Marc Greim, Ulf Schlichtmann
The extendable translating instruction set simulator (ETISS) interlinked with an MDA framework for fast RISC prototyping. RSP (2017)
Petra R. Maier, Veit Kleeberger, Daniel Mueller-Gritschneder, Ulf Schlichtmann
Fault injection at host-compiled level with static fault set reduction for SoC firmware robustness testing. CODES+ISSS (2016)
Daniel Mueller-Gritschneder, Marc Greim, Ulf Schlichtmann
Safety evaluation based on virtual prototypes: Fault injection with multi-level processor models. ISIC (2016)
Oliver Bringmann, Wolfgang Ecker, Andreas Gerstlauer, Ajay Goyal, Daniel Mueller-Gritschneder, Prasanth Sasidharan, Simranjit Singh
The next generation of virtual prototyping: ultra-fast yet accurate simulation of HW/SW systems. DATE (2015)
Dip Goswami, Daniel Mueller-Gritschneder, Twan Basten, Ulf Schlichtmann, Samarjit Chakraborty
Fault-tolerant embedded control systems for unreliable hardware. ISIC (2014)
Vladimir Todorov, Daniel Mueller-Gritschneder, Helmut Reinig, Ulf Schlichtmann
Deterministic Synthesis of Hybrid Application-Specific Network-on-Chip Topologies. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 33 (10) (2014)
Andreas Herkersdorf, Hananeh Aliee, Michael Engel, Michael Glaß, Christina Gimmler-Dumont, Jörg Henkel, Veit Kleeberger, Michael A. Kochte, Johannes Maximilian Kühn, Daniel Mueller-Gritschneder, Sani R. Nassif, Holm Rauchfuss, Wolfgang Rosenstiel, Ulf Schlichtmann, Muhammad Shafique, Mehdi Baradaran Tahoori, Jürgen Teich, Norbert Wehn, Christian Weis, Hans-Joachim Wunderlich
Resilience Articulation Point (RAP): Cross-layer dependability modeling for nanometer system-on-chip resilience. Microelectron. Reliab. 54 (6-7) (2014)
Daniel Mueller-Gritschneder, Petra R. Maier, Marc Greim, Ulf Schlichtmann
System C-based multi-level error injection for the evaluation of fault-tolerant systems. ISIC (2014)
Kun Lu, Daniel Mueller-Gritschneder, Ulf Schlichtmann
Memory access reconstruction based on memory allocation mechanism for source-level simulation of embedded software. ASP-DAC (2013)
Kun Lu, Daniel Mueller-Gritschneder, Ulf Schlichtmann
Fast cache simulation for host-compiled simulation of embedded software. DATE (2013)
Kun Lu, Daniel Mueller-Gritschneder, Ulf Schlichtmann
Analytical timing estimation for temporally decoupled TLMs considering resource conflicts. DATE (2013)
Vladimir Todorov, Daniel Mueller-Gritschneder, Helmut Reinig, Ulf Schlichtmann
A spectral clustering approach to application-specific network-on-chip synthesis. DATE (2013)
Daniel Mueller-Gritschneder, Kun Lu, Erik Wallander, Marc Greim, Ulf Schlichtmann
A virtual prototyping platform for real-time systems with a case study for a two-wheeled robot. DATE (2013)
Carsten Uphoff, Daniel Mueller-Gritschneder, Ulf Schlichtmann
Application of Dempster-Shafer Theory to task mapping under epistemic uncertainty. SysCon (2013)
Veit Kleeberger, Daniel Mueller-Gritschneder, Ulf Schlichtmann
Technology-aware system failure analysis in the presence of soft errors by Mixture Importance Sampling. DFTS (2013)
Veit Kleeberger, Christina Gimmler-Dumont, Christian Weis, Andreas Herkersdorf, Daniel Mueller-Gritschneder, Sani R. Nassif, Ulf Schlichtmann, Norbert Wehn
A Cross-Layer Technology-Based Study of How Memory Errors Impact System Resilience. IEEE Micro 33 (4) (2013)
Amit Verma, Pritpal S. Multani, Daniel Mueller-Gritschneder, Vladimir Todorov, Ulf Schlichtmann
A greedy approach for latency-bounded deadlock-free routing path allocation for application-specific NoCs. NOCS (2013)
Vladimir Todorov, Daniel Mueller-Gritschneder, Helmut Reinig, Ulf Schlichtmann
Automated construction of a cycle-approximate transaction level model of a memory controller. DATE (2012)
Kun Lu, Daniel Mueller-Gritschneder, Ulf Schlichtmann
Accurately timed transaction level models for virtual prototyping at high abstraction level. DATE (2012)
Daniel Mueller-Gritschneder, Kun Lu, Ulf Schlichtmann
Control-Flow-Driven Source Level Timing Annotation for Embedded Software Models on Transaction Level. DSD (2011)
Kun Lu, Daniel Mueller-Gritschneder, Ulf Schlichtmann
Removal of unnecessary context switches from the systemc simulation kernel for fast VP simulation. ICSAMOS (2011)
Daniel Mueller-Gritschneder, Helmut Graeb
Computation of yield-optimized Pareto fronts for analog integrated circuit specifications. DATE (2010)
Helmut Graeb, Daniel Mueller-Gritschneder, Ulf Schlichtmann
Pareto optimization of analog circuits considering variability. Int. J. Circuit Theory Appl. 37 (2) (2009)
Daniel Mueller-Gritschneder, Helmut E. Graeb, Ulf Schlichtmann
A Successive Approach to Compute the Bounded Pareto Front of Practical Multiobjective Optimization Problems. SIAM J. Optim. 20 (2) (2009)