Daniel Mueller-Gritschneder

Orcid: 0000-0003-0903-631X

Affiliations:
  • TU Munich, Germany


According to our database1, Daniel Mueller-Gritschneder authored at least 103 papers between 2004 and 2024.

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Bibliography

2024
Flexible Generation of Fast and Accurate Software Performance Simulators From Compact Processor Descriptions.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2024

PerCo (SD): Open Perceptual Compression.
CoRR, 2024

Wino Vidi Vici: Conquering Numerical Instability of 8-bit Winograd Convolution for Accurate Inference Acceleration on Edge.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

MuNAS: TinyML Network Architecture Search Using Goal Attainment and Reinforcement Learning.
Proceedings of the 13th Mediterranean Conference on Embedded Computing, 2024

Advancing On-Device Neural Network Training with TinyPropv2: Dynamic, Sparse, and Efficient Backpropagation.
Proceedings of the International Joint Conference on Neural Networks, 2024

A Continual and Incremental Learning Approach for TinyML On-device Training Using Dataset Distillation and Model Size Adaption.
Proceedings of the 7th IEEE International Conference on Industrial Cyber-Physical Systems, 2024

Energy-Aware Speed Regulation in Electrical Drives: A Load-Agnostic Motor Control Approach via Reinforcement Learning.
Proceedings of the European Control Conference, 2024

EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic Segmentation.
Proceedings of the Computer Vision - ECCV 2024, 2024

Seal5: Semi-Automated LLVM Support for RISC-V ISA Extensions Including Autovectorization.
Proceedings of the 27th Euromicro Conference on Digital System Design, 2024

MATAR: Multi-Quantization-Aware Training for Accurate and Fast Hardware Retargeting.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

MuDSE: GA-ILP-based Framework for Automated Deployment of Multiple DNNs on Heterogeneous Mixed-Criticality Systems.
Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2024

muRISCV-NN: Challenging Zve32x Autovectorization with TinyML Inference Library for RISC-V Vector Extension.
Proceedings of the 21st ACM International Conference on Computing Frontiers, 2024

2023
The Universal Safety Format in Action: Tool Integration and Practical Application.
SN Comput. Sci., March, 2023

EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic Segmentation.
CoRR, 2023

TinyProp - Adaptive Sparse Backpropagation for Efficient TinyML On-device Learning.
CoRR, 2023

Fused Depthwise Tiling for Memory Optimization in TinyML Deep Neural Network Inference.
CoRR, 2023

Effective Processor Model Generation from Instruction Set Simulator to Hardware Design.
Proceedings of the IEEE Nordic Circuits and Systems Conference, 2023

MonTM: Monitoring-Based Thermal Management for Mixed-Criticality Systems.
Proceedings of the 14th Workshop on Parallel Programming and Run-Time Management Techniques for Many-Core Architectures and 12th Workshop on Design Tools and Architectures for Multicore Embedded Computing Platforms, 2023

Memory Latency Distribution-Driven Regulation for Temporal Isolation in MPSoCs.
Proceedings of the 35th Euromicro Conference on Real-Time Systems, 2023

Efficient Software-Implemented HW Fault Tolerance for TinyML Inference in Safety-critical Applications.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Extended Abstract: Monitoring-based Thermal Management for Mixed-Criticality Systems.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

MLonMCU: TinyML Benchmarking with Fast Retargeting.
Proceedings of the 2023 Workshop on Compilers, Deployment, and Tooling for Edge AI, 2023

Towards Rapid Exploration of Heterogeneous TinyML Systems using Virtual Platforms and TVM's UMA.
Proceedings of the 2023 Workshop on Compilers, Deployment, and Tooling for Edge AI, 2023

vRTLmod: An LLVM based Open-source Tool to Enable Fault Injection in Verilator RTL Simulations.
Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023

CompaSeC: A Compiler-Assisted Security Countermeasure to Address Instruction Skip Fault Attacks on RISC-V.
Proceedings of the 28th Asia and South Pacific Design Automation Conference, 2023

2022
An FPGA-based Approach to Evaluate Thermal and Resource Management Strategies of Many-core Processors.
ACM Trans. Archit. Code Optim., 2022

Key-Recovery Fault Injection Attack on the Classic McEliece KEM.
IACR Cryptol. ePrint Arch., 2022

Memory Utilization-Based Dynamic Bandwidth Regulation for Temporal Isolation in Multi-Cores.
Proceedings of the 28th IEEE Real-Time and Embedded Technology and Applications Symposium, 2022

Universal Safety Format: Automated Safety Software Generation.
Proceedings of the 10th International Conference on Model-Driven Engineering and Software Development, 2022

COMPAS: Compiler-assisted Software-implemented Hardware Fault Tolerance for RISC-V.
Proceedings of the 11th Mediterranean Conference on Embedded Computing, 2022

CorePerfDSL: A Flexible Processor Description Language for Software Performance Simulation.
Proceedings of the Forum on Specification & Design Languages, 2022


2021
REPAIR: Control Flow Protection based on Register Pairing Updates for SW-Implemented HW Fault Tolerance.
ACM Trans. Embed. Comput. Syst., 2021

A Distributed Hardware Monitoring System for Runtime Verification on Multi-Tile MPSoCs.
ACM Trans. Archit. Code Optim., 2021

DeeperThings: Fully Distributed CNN Inference on Resource-Constrained Edge Devices.
Int. J. Parallel Program., 2021

Learning based Memory Interference Prediction for Co-running Applications on Multi-Cores.
Proceedings of the 3rd ACM/IEEE Workshop on Machine Learning for CAD, 2021

Exploring the RISC-V Vector Extension for the Classic McEliece Post-Quantum Cryptosystem.
Proceedings of the 22nd International Symposium on Quality Electronic Design, 2021

Tiny Generative Image Compression for Bandwidth-Constrained Sensor Applications.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021


2020
Machine Learning Approaches for Efficient Design Space Exploration of Application-Specific NoCs.
ACM Trans. Design Autom. Electr. Syst., 2020

Driver Generation for IoT Nodes With Optimization of the Hardware/Software Interface.
IEEE Embed. Syst. Lett., 2020

Runtime Monitoring of Inter- and Intra-Thread Requirements on Embedded MPSoCs.
Proceedings of the 33rd International Conference on VLSI Design and 19th International Conference on Embedded Systems, 2020

ML Training on a Tiny Microcontroller for a Self-adaptive Neural Network-Based DC Motor Speed Controller.
Proceedings of the IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning, 2020

Investigating the Inherent Soft Error Resilience of Embedded Applications by Full-System Simulation.
Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020

2019
Analysis of Dissipative Losses in Modular Reconfigurable Energy Storage Systems Using SystemC TLM and SystemC-AMS.
ACM Trans. Design Autom. Electr. Syst., 2019

Neural Network-based Vehicle Image Classification for IoT Devices.
Proceedings of the 2019 IEEE International Workshop on Signal Processing Systems, 2019

Fully Distributed Deep Learning Inference on Resource-Constrained Edge Devices.
Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2019

Instruction Extension of a RISC-V Processor Modeled with IP-XACT.
Proceedings of the 2019 IEEE Nordic Circuits and Systems Conference, 2019

MAGIC: A Wear-leveling Circuitry to Mitigate Aging Effects in Sense Amplifiers of SRAMs.
Proceedings of the 17th IEEE International New Circuits and Systems Conference, 2019

SRAM Design Exploration with Integrated Application-Aware Aging Analysis.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

Towards Reliable and Secure Post-Quantum Co-Processors based on RISC-V.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

ACCESS: HW/SW Co-Equivalence Checking for Firmware Optimization.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019

Cross-Layer Resilience: Challenges, Insights, and the Road Ahead.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019

SeRoHAL: generation of selectively robust hardware abstraction layers for efficient protection of mixed-criticality systems.
Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019

2018
Graph-Grammar-Based IP-Integration (GRIP) - An EDA Tool for Software-Defined SoCs.
ACM Trans. Design Autom. Electr. Syst., 2018

Fault Injection for Test-Driven Development of Robust SoC Firmware.
ACM Trans. Embed. Comput. Syst., 2018

Efficient Fault Injection for Embedded Systems: As Fast as Possible but as Accurate as Necessary.
Proceedings of the 24th IEEE International Symposium on On-Line Testing And Robust System Design, 2018

Emulation of an ASIC Power, Temperature and Aging Monitor System for FPGA Prototyping.
Proceedings of the 24th IEEE International Symposium on On-Line Testing And Robust System Design, 2018

Performance and accuracy in soft-error resilience evaluation using the multi-level processor simulator ETISS-ML.
Proceedings of the International Conference on Computer-Aided Design, 2018

Wavefront-MCTS: multi-objective design space exploration of NoC architectures based on Monte Carlo tree search.
Proceedings of the International Conference on Computer-Aided Design, 2018

Automated Redirection of Hardware Accesses for Host-Compiled Software Simulation.
Proceedings of the 2018 Forum on Specification & Design Languages, 2018

ETISS-ML: A multi-level instruction set simulator with RTL-level fault injection support for the evaluation of cross-layer resiliency techniques.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

Design and validation of fault-tolerant embedded controllers.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

2017
Host-Compiled Simulation.
Proceedings of the Handbook of Hardware/Software Codesign., 2017

The extendable translating instruction set simulator (ETISS) interlinked with an MDA framework for fast RISC prototyping.
Proceedings of the International Symposium on Rapid System Prototyping, 2017

Model-based framework for networks-on-chip design space exploration.
Proceedings of the 2nd International Workshop on Advanced Interconnect Solutions and Technologies for Emerging Computing Systems, 2017

2016
Safety evaluation based on virtual prototypes: Fault injection with multi-level processor models.
Proceedings of the International Symposium on Integrated Circuits, 2016

Hardware-Accelerated Software Library Drivers Generation for IP-Centric SoC Designs.
Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 2016

Fault injection at host-compiled level with static fault set reduction for SoC firmware robustness testing.
Proceedings of the Eleventh IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis, 2016

2015
Application-aware cross-layer reliability analysis and optimization.
it Inf. Technol., 2015

Automatic ILP-based Firewall Insertion for Secure Application-Specific Networks-on-Chip.
Proceedings of the Ninth International Workshop on Interconnection Network Architectures: On-Chip, 2015

The next generation of virtual prototyping: ultra-fast yet accurate simulation of HW/SW systems.
Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

GRIP: grammar-based IP integration and packaging for acceleration-rich SoC designs.
Proceedings of the 52nd Annual Design Automation Conference, 2015

2014
Deterministic Synthesis of Hybrid Application-Specific Network-on-Chip Topologies.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2014

Resilience Articulation Point (RAP): Cross-layer dependability modeling for nanometer system-on-chip resilience.
Microelectron. Reliab., 2014

System C-based multi-level error injection for the evaluation of fault-tolerant systems.
Proceedings of the 2014 International Symposium on Integrated Circuits (ISIC), 2014

Fault-tolerant embedded control systems for unreliable hardware.
Proceedings of the 2014 International Symposium on Integrated Circuits (ISIC), 2014


2013
A Cross-Layer Technology-Based Study of How Memory Errors Impact System Resilience.
IEEE Micro, 2013

Application of Dempster-Shafer Theory to task mapping under epistemic uncertainty.
Proceedings of the IEEE International Systems Conference, 2013

A greedy approach for latency-bounded deadlock-free routing path allocation for application-specific NoCs.
Proceedings of the 2013 Seventh IEEE/ACM International Symposium on Networks-on-Chip (NoCS), 2013

Technology-aware system failure analysis in the presence of soft errors by Mixture Importance Sampling.
Proceedings of the 2013 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2013

A spectral clustering approach to application-specific network-on-chip synthesis.
Proceedings of the Design, Automation and Test in Europe, 2013

A virtual prototyping platform for real-time systems with a case study for a two-wheeled robot.
Proceedings of the Design, Automation and Test in Europe, 2013

Analytical timing estimation for temporally decoupled TLMs considering resource conflicts.
Proceedings of the Design, Automation and Test in Europe, 2013

Fast cache simulation for host-compiled simulation of embedded software.
Proceedings of the Design, Automation and Test in Europe, 2013

Memory access reconstruction based on memory allocation mechanism for source-level simulation of embedded software.
Proceedings of the 18th Asia and South Pacific Design Automation Conference, 2013

2012
Hierarchical control flow matching for source-level simulation of embedded software.
Proceedings of the 2012 International Symposium on System on Chip, 2012

Automated construction of a cycle-approximate transaction level model of a memory controller.
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012

Accurately timed transaction level models for virtual prototyping at high abstraction level.
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012

2011
Removal of unnecessary context switches from the systemc simulation kernel for fast VP simulation.
Proceedings of the 2011 International Conference on Embedded Computer Systems: Architectures, 2011

Control-Flow-Driven Source Level Timing Annotation for Embedded Software Models on Transaction Level.
Proceedings of the 14th Euromicro Conference on Digital System Design, 2011

2010
Computation of yield-optimized Pareto fronts for analog integrated circuit specifications.
Proceedings of the Design, Automation and Test in Europe, 2010

2009
A Successive Approach to Compute the Bounded Pareto Front of Practical Multiobjective Optimization Problems.
SIAM J. Optim., 2009

Pareto optimization of analog circuits considering variability.
Int. J. Circuit Theory Appl., 2009

2007
Pareto-Front Computation and Automatic Sizing of CPPLLs.
Proceedings of the 8th International Symposium on Quality of Electronic Design (ISQED 2007), 2007

Trade-off design of analog circuits using goal attainment and "Wave Front" sequential quadratic programming.
Proceedings of the 2007 Design, Automation and Test in Europe Conference and Exposition, 2007

Optimization of SC ΣΔ modulators based on worst-case-aware Pareto-optimal fronts.
Proceedings of the IEEE 2007 Custom Integrated Circuits Conference, 2007

2006
Fast evaluation of analog circuit structures by polytopal approximations.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

A CPPLL hierarchical optimization methodology considering jitter, power and locking time.
Proceedings of the 43rd Design Automation Conference, 2006

2005
Eigenschaftsraumexploration bei der hierarchischen Dimensionierung analoger integrierter Schaltungen.
Proceedings of the 35. Jahrestagung der Gesellschaft für Informatik, 2005

Deterministic approaches to analog performance space exploration (PSE).
Proceedings of the 42nd Design Automation Conference, 2005

2004
Signal processing strategies with the TDEMI measurement system.
IEEE Trans. Instrum. Meas., 2004


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