Kuan-Hsun Chen

Peter Bella

CoRR, 2024

Language-Based Deployment Optimization for Random Forests (Invited Paper).

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGPLAN/SIGBED International Conference on Languages, 2024

An Enhanced Fault Injection Framework for FPGA-Based Soft-Cores.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2024

FLInt: Exploiting Floating Point Enabled Integer Arithmetic for Efficient Random Forest Inference.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

Lightweight Instrumentation for Accurate Performance Monitoring in RTOSes.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2023

Probabilistic Reaction Time Analysis.

[BibT_eX]

[DOI]

ACM Trans. Embed. Comput. Syst., October, 2023

Compositional Timing Analysis of Asynchronized Distributed Cause-effect Chains.

[BibT_eX]

[DOI]

Marco Dürr

ACM Trans. Embed. Comput. Syst., July, 2023

Guest Editorial: Special Issue on Systems Optimizations for DSP and AI Applications.

[BibT_eX]

[DOI]

Yung-Chia Lin

Jenq-Kuen Lee

J. Signal Process. Syst., May, 2023

ROLLED: Racetrack Memory Optimized Linear Layout and Efficient Decomposition of Decision Trees.

[BibT_eX]

[DOI]

IEEE Trans. Computers, May, 2023

Memory Carousel: LLVM-Based Bitwise Wear Leveling for Nonvolatile Main Memory.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023

Simulation Environment with Customized RISC-V Instructions for Logic-in-Memory Architectures.

[BibT_eX]

[DOI]

CoRR, 2023

Timing Analysis of Cause-Effect Chains with Heterogeneous Communication Mechanisms.

[BibT_eX]

[DOI]

Proceedings of the 31st International Conference on Real-Time Networks and Systems, 2023

Timing-Aware ROS 2 Architecture and System Optimization.

[BibT_eX]

[DOI]

Harun Teper

Tobias Betz

Johannes Betz

Proceedings of the 29th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2023

Average Task Execution Time Minimization under (m, k) Soft Error Constraint.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE Real-Time and Embedded Technology and Applications Symposium, 2023

Scheduling Periodic Segmented Self-Suspending Tasks without Timing Anomalies.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE Real-Time and Embedded Technology and Applications Symposium, 2023

Rapid NVM Simulation and Analysis on Single Bit Granularity Featuring Gem5 and NVMain.

[BibT_eX]

[DOI]

Proceedings of the 12th Non-Volatile Memory Systems and Applications Symposium, 2023

Accelerated Real-Time Classification of Evolving Data Streams using Adaptive Random Forests.

[BibT_eX]

[DOI]

Frank Ridder

Nikolaos Alachiotis

Proceedings of the International Conference on Field Programmable Technology, 2023

On the Equivalence of Maximum Reaction Time and Maximum Data Age for Cause-Effect Chains.

[BibT_eX]

[DOI]

Harun Teper

Proceedings of the 35th Euromicro Conference on Real-Time Systems, 2023

Special Session - Non-Volatile Memories: Challenges and Opportunities for Embedded System Architectures with Focus on Machine Learning Applications.

[BibT_eX]

[DOI]

João Paulo C. de Lima

Proceedings of the International Conference on Compilers, 2023

2022

Efficient Realization of Decision Trees for Real-Time Inference.

[BibT_eX]

[DOI]

ACM Trans. Embed. Comput. Syst., November, 2022

Software-Managed Read and Write Wear-Leveling for Non-Volatile Main Memory.

[BibT_eX]

[DOI]

Hussam Amrouch

Jörg Henkel

ACM Trans. Embed. Comput. Syst., 2022

Formal Verification of Resource Synchronization Protocol Implementations: A Case Study in RTEMS.

[BibT_eX]

[DOI]

Christoph-Cordt von Egidy

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

FeFET-Based Binarized Neural Networks Under Temperature-Dependent Bit Errors.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2022

Unikernel-Based Real-Time Virtualization Under Deferrable Servers: Analysis and Realization (Artifact).

[BibT_eX]

[DOI]

Dagstuhl Artifacts Ser., 2022

AuNa: Modularly Integrated Simulation Framework for Cooperative Autonomous Navigation.

[BibT_eX]

[DOI]

CoRR, 2022

LLVMTA: An LLVM-Based WCET Analysis Tool.

[BibT_eX]

[DOI]

Proceedings of the 20th International Workshop on Worst-Case Execution Time Analysis, 2022

EDF-Like Scheduling for Self-Suspending Real-Time Tasks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Real-Time Systems Symposium, 2022

Critical Instant for Probabilistic Timing Guarantees: Refuted and Revisited.

[BibT_eX]

[DOI]

Proceedings of the IEEE Real-Time Systems Symposium, 2022

Immediate Split Trees: Immediate Encoding of Floating Point Split Values in Random Forests.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

The Support of MLIR HLS Adaptor for LLVM IR.

[BibT_eX]

[DOI]

Proceedings of the Workshop Proceedings of the 51st International Conference on Parallel Processing, 2022

Unikernel-Based Real-Time Virtualization Under Deferrable Servers: Analysis and Realization.

[BibT_eX]

[DOI]

Proceedings of the 34th Euromicro Conference on Real-Time Systems, 2022

This is SPATEM! A Spatial-Temporal Optimization Framework for Efficient Inference on ReRAM-based CNN Accelerator.

[BibT_eX]

[DOI]

Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

Cache-Friendly Execution of Tree Ensembles.

[BibT_eX]

[DOI]

Sebastian Buschjäger

Proceedings of the Machine Learning under Resource Constraints - Volume 1: Fundamentals, 2022

Timing-Predictable Learning and Multiprocessor Synchronization.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning under Resource Constraints - Volume 1: Fundamentals, 2022

2021

HEART: Hybrid Memory and Energy-Aware Real-Time Scheduling for Multi-Processor Systems.

[BibT_eX]

[DOI]

ACM Trans. Embed. Comput. Syst., 2021

MODES: model-based optimization on distributed embedded systems.

[BibT_eX]

[DOI]

Mach. Learn., 2021

EDF-Like Scheduling for Self-Suspending Real-Time Tasks.

[BibT_eX]

[DOI]

CoRR, 2021

Supporting Multiprocessor Resource Synchronization Protocols in RTEMS.

[BibT_eX]

[DOI]

Jan Duy Thien Pham

Malte Münch

Jan Viktor Hafemeister

CoRR, 2021

Bit Error Tolerance Metrics for Binarized Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Work-in-Progress: Evaluation Framework for Self-Suspending Schedulability Tests.

[BibT_eX]

[DOI]

Harun Teper

Proceedings of the 42nd IEEE Real-Time Systems Symposium, 2021

Efficiently Approximating the Worst-Case Deadline Failure Probability Under EDF.

[BibT_eX]

[DOI]

Proceedings of the 42nd IEEE Real-Time Systems Symposium, 2021

Timing Analysis of Asynchronized Distributed Cause-Effect Chains.

[BibT_eX]

[DOI]

Marco Dürr

Proceedings of the 27th IEEE Real-Time and Embedded Technology and Applications Symposium, 2021

OCTO+: Optimized Checkpointing of B+ Trees for Non-Volatile Main Memory Wear-Leveling.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE Non-Volatile Memory Systems and Applications Symposium, 2021

Renovation of EdgeCloudSim: An Efficient Discrete-Event Approach.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Fog and Mobile Edge Computing, 2021

FeFET and NCFET for Future Neural Networks: Visions and Opportunities.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Future Computing Platform Design: A Cross-Layer Design Approach.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Margin-Maximization in Binarized Neural Networks for Optimizing Bit Error Tolerance.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

BLOwing Trees to the Ground: Layout Optimization of Decision Trees on Racetrack Memory.

[BibT_eX]

[DOI]

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

On the Formalism and Properties of Timing Analyses in Real-Time Embedded Systems.

[BibT_eX]

[DOI]

Wen-Hung Huang

Proceedings of the A Journey of Embedded and Cyber-Physical Systems, 2021

2020

Project-Based CPS Education: A Case Study of an Autonomous Driving Student Project.

[BibT_eX]

[DOI]

IEEE Des. Test, 2020

SoftWear: Software-Only In-Memory Wear-Leveling for Non-Volatile Main Memory.

[BibT_eX]

[DOI]

Paul R. Genssler

CoRR, 2020

Towards Explainable Bit Error Tolerance of Resistive RAM-Based Binarized Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Using a Set of Triangle Inequalities to Accelerate K-means Clustering.

[BibT_eX]

[DOI]

Qiao Yu

Proceedings of the Similarity Search and Applications - 13th International Conference, 2020

Split'n Trace NVM: Leveraging Library OSes for Semantic Memory Tracing.

[BibT_eX]

[DOI]

Proceedings of the 9th Non-Volatile Memory Systems and Applications Symposium, 2020

NS-FTL: Alleviating the Uneven Bit-Level Wearing of NVRAM-based FTL via NAND-SPIN.

[BibT_eX]

[DOI]

Proceedings of the 9th Non-Volatile Memory Systems and Applications Symposium, 2020

Can Wear-Aware Memory Allocation be Intelligent?

[BibT_eX]

[DOI]

Proceedings of the MLCAD '20: 2020 ACM/IEEE Workshop on Machine Learning for CAD, 2020

Demo Abstract: Perception vs. Reality - Never Believe in What You See.

[BibT_eX]

[DOI]

Yunfeng Huang

Fang-Jing Wu

Proceedings of the 19th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2020

Offloading Safety- and Mission-Critical Tasks via Unreliable Connections.

[BibT_eX]

[DOI]

Lea Schönberger

Aswin Karthik Ramachandran Venkatapathy

Benjamin Sliwa

Hazem Youssef

Christian Wietfeld

Michael ten Hompel

Proceedings of the 32nd Euromicro Conference on Real-Time Systems, 2020

Software-Based Memory Analysis Environments for In-Memory Wear-Leveling.

[BibT_eX]

[DOI]

Mikail Yayla

Sebastian Blömeke

Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020

2019

Optimization and analysis for dependable application software on unreliable hardware platforms.

[BibT_eX]

[DOI]

PhD thesis, 2019

End-to-End Timing Analysis of Sporadic Cause-Effect Chains in Distributed Systems.

[BibT_eX]

[DOI]

Marco Dürr

ACM Trans. Embed. Comput. Syst., 2019

Nanoparticle Classification Using Frequency Domain Analysis on Resource-Limited Platforms.

[BibT_eX]

[DOI]

Sensors, 2019

Efficient Computation of Deadline-Miss Probability and Potential Pitfalls.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

Resource-Efficient Nanoparticle Classification Using Frequency Domain Analysis.

[BibT_eX]

[DOI]

Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

2018

Reliability Optimization on Multi-Core Systems with Multi-Tasking and Redundant Multi-Threading.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2018

Schedulability Analysis and Priority Assignment for Segmented Self-Suspending Tasks.

[BibT_eX]

[DOI]

Lea Schönberger

Wen-Hung Huang

Proceedings of the 24th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2018

Analysis of Deadline Miss Rates for Uniprocessor Fixed-Priority Scheduling.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2018

Shared-Resource-Centric Limited Preemptive Scheduling: A Comprehensive Study of Suspension-Based Partitioning Approaches.

[BibT_eX]

[DOI]

Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium, 2018

Realization of Random Forest for Real-Time Evaluation through Tree Framing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Efficiently Approximating the Probability of Deadline Misses in Real-Time Systems.

[BibT_eX]

[DOI]

Proceedings of the 30th Euromicro Conference on Real-Time Systems, 2018

Fault Tolerance on Control Applications: Empirical Investigations of Impacts from Incorrect Calculations.

[BibT_eX]

[DOI]

Mikail Yayla

Proceedings of the 4th International Workshop on Emerging Ideas and Trends in the Engineering of Cyber-Physical Systems, 2018

2017

Probabilistic schedulability tests for uniprocessor fixed-priority scheduling under soft errors.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Symposium on Industrial Embedded Systems, 2017

2016

Cross-Layer Software Dependability on Unreliable Hardware.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2016

Task Mapping for Redundant Multithreading in Multi-Cores with Reliability and Performance Heterogeneity.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2016

Systems with Dynamic Real-Time Guarantees in Uncertain and Faulty Execution Environments.

[BibT_eX]

[DOI]

Wen-Hung Huang