Kuan-Hsun Chen

ORCID

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 79

Top Venues

CoRR

DATE

ACM Trans. Embed. Comput. Syst.

RTSS

Technical University of Dortmund, Germany (PHD)

Education History

Technical University of Dortmund, Germany

PHD

Publications

Jannik Malcher, Daniel Biebert, Kuan-Hsun Chen, Sebastian Buschjäger, Christian Hakert, Jian-Jia Chen
Language-Based Deployment Optimization for Random Forests (Invited Paper). LCTES (2024)
Kuan-Hsun Chen, Jing Li, Federico Reghenzani, Jian-Jia Chen
Introduction to the Special Issue on Fault-Resilient Cyber-Physical Systems - Part I. ACM Trans. Cyber Phys. Syst. 8 (3) (2024)
Lena Schmid, Daniel Biebert, Christian Hakert, Kuan-Hsun Chen, Michel Lang, Markus Pauly, Jian-Jia Chen
TREE: Tree Regularization for Efficient Execution. CoRR (2024)
Yu-Shiang Tsai, Shuo-Han Chen, Martijn Noorlander, Kuan-Hsun Chen
-trees through Access Port Parallelism on Skyrmion Racetrack Memory. CoRR (2024)
Bruno Forlin, Kuan-Hsun Chen, Nikolaos Alachiotis, Luca Cassano, Marco Ottavi
Lightweight Instrumentation for Accurate Performance Monitoring in RTOSes. DATE (2024)
Christian Hakert, Kuan-Hsun Chen, Jian-Jia Chen
FLInt: Exploiting Floating Point Enabled Integer Arithmetic for Efficient Random Forest Inference. DATE (2024)
Jian-Jia Chen, Mario Günzel, Peter Bella, Georg von der Brüggen, Kuan-Hsun Chen
Dawn of the Dead(line Misses): Impact of Job Dismiss on the Deadline Miss Rate. CoRR (2024)
Daniel Biebert, Christian Hakert, Kuan-Hsun Chen, Jian-Jia Chen
Register Your Forests: Decision Tree Ensemble Optimization by Explicit CPU Register Allocation. CoRR (2024)
Junjie Shi, Niklas Ueter, Jian-Jia Chen, Kuan-Hsun Chen
Average Task Execution Time Minimization under (m, k) Soft Error Constraint. RTAS (2023)
Mario Günzel, Niklas Ueter, Kuan-Hsun Chen, Georg von der Brüggen, Jian-Jia Chen
Probabilistic Reaction Time Analysis. ACM Trans. Embed. Comput. Syst. 22 (5s) (2023)
Nils Hölscher, Minh Duy Truong, Christian Hakert, Tristan Taylan Seidl, Kuan-Hsun Chen, Jian-Jia Chen
Rapid NVM Simulation and Analysis on Single Bit Granularity Featuring Gem5 and NVMain. NVMSA (2023)
Jörg Henkel, Lokesh Siddhu, Lars Bauer, Jürgen Teich, Stefan Wildermann, Mehdi B. Tahoori, Mahta Mayahinia, Jerónimo Castrillón, Asif Ali Khan, Hamid Farzaneh, João Paulo C. de Lima, Jian-Jia Chen, Christian Hakert, Kuan-Hsun Chen, Chia-Lin Yang, Hsiang-Yun Cheng
Special Session - Non-Volatile Memories: Challenges and Opportunities for Embedded System Architectures with Focus on Machine Learning Applications. CASES (2023)
Harun Teper, Tobias Betz, Georg von der Brüggen, Kuan-Hsun Chen, Johannes Betz, Jian-Jia Chen
Timing-Aware ROS 2 Architecture and System Optimization. RTCSA (2023)
Christian Hakert, Asif Ali Khan, Kuan-Hsun Chen, Fazal Hameed, Jerónimo Castrillón, Jian-Jia Chen
ROLLED: Racetrack Memory Optimized Linear Layout and Efficient Decomposition of Decision Trees. IEEE Trans. Computers 72 (5) (2023)
Nils Hölscher, Christian Hakert, Hassan Nassar, Kuan-Hsun Chen, Lars Bauer, Jian-Jia Chen, Jörg Henkel
Memory Carousel: LLVM-Based Bitwise Wear Leveling for Nonvolatile Main Memory. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (8) (2023)
Kuan-Hsun Chen, Yung-Chia Lin, Jenq-Kuen Lee
Guest Editorial: Special Issue on Systems Optimizations for DSP and AI Applications. J. Signal Process. Syst. 95 (5) (2023)
Mario Günzel, Kuan-Hsun Chen, Niklas Ueter, Georg von der Brüggen, Marco Dürr, Jian-Jia Chen
Compositional Timing Analysis of Asynchronized Distributed Cause-effect Chains. ACM Trans. Embed. Comput. Syst. 22 (4) (2023)
Jia-Hui Su, Chen-Hua Lu, Jenq-Kuen Lee, Andrea Coluccio, Fabrizio Riente, Marco Vacca, Marco Ottavi, Kuan-Hsun Chen
Simulation Environment with Customized RISC-V Instructions for Logic-in-Memory Architectures. CoRR (2023)
Ching-Chi Lin, Mario Günzel, Junjie Shi, Tristan Taylan Seidl, Kuan-Hsun Chen, Jian-Jia Chen
Scheduling Periodic Segmented Self-Suspending Tasks without Timing Anomalies. RTAS (2023)
Frank Ridder, Kuan-Hsun Chen, Nikolaos Alachiotis
Accelerated Real-Time Classification of Evolving Data Streams using Adaptive Random Forests. ICFPT (2023)
Mario Günzel, Niklas Ueter, Kuan-Hsun Chen, Jian-Jia Chen
Timing Analysis of Cause-Effect Chains with Heterogeneous Communication Mechanisms. RTNS (2023)
Mario Günzel, Harun Teper, Kuan-Hsun Chen, Georg von der Brüggen, Jian-Jia Chen
On the Equivalence of Maximum Reaction Time and Maximum Data Age for Cause-Effect Chains. ECRTS (2023)
Sebastian Hahn, Michael Jacobs, Nils Hölscher, Kuan-Hsun Chen, Jian-Jia Chen, Jan Reineke
LLVMTA: An LLVM-Based WCET Analysis Tool. WCET (2022)
Christian Hakert, Kuan-Hsun Chen, Jian-Jia Chen
FLInt: Exploiting Floating Point Enabled Integer Arithmetic for Efficient Random Forest Inference. CoRR (2022)
Christian Hakert, Kuan-Hsun Chen, Jian-Jia Chen
Immediate Split Trees: Immediate Encoding of Floating Point Split Values in Random Forests. ECML/PKDD (5) (2022)
Junjie Shi, Christoph-Cordt von Egidy, Kuan-Hsun Chen, Jian-Jia Chen
Formal Verification of Resource Synchronization Protocol Implementations: A Case Study in RTEMS. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Mario Günzel, Georg von der Brüggen, Kuan-Hsun Chen, Jian-Jia Chen
EDF-Like Scheduling for Self-Suspending Real-Time Tasks. RTSS (2022)
Yen-Ting Tsou, Kuan-Hsun Chen, Chia-Lin Yang, Hsiang-Yun Cheng, Jian-Jia Chen, Der-Yu Tsai
This is SPATEM! A Spatial-Temporal Optimization Framework for Efficient Inference on ReRAM-based CNN Accelerator. ASP-DAC (2022)
Kuan-Hsun Chen, Mario Günzel, Boguslaw Jablkowski, Markus Buschhoff, Jian-Jia Chen
Unikernel-Based Real-Time Virtualization Under Deferrable Servers: Analysis and Realization (Artifact). Dagstuhl Artifacts Ser. 8 (1) (2022)
Geng-Ming Liang, Chuan-Yue Yuan, Meng-Shiun Yuan, Tai-Liang Chen, Kuan-Hsun Chen, Jenq-Kuen Lee
The Support of MLIR HLS Adaptor for LLVM IR. ICPP Workshops (2022)
Kuan-Hsun Chen, Mario Günzel, Georg von der Brüggen, Jian-Jia Chen
Critical Instant for Probabilistic Timing Guarantees: Refuted and Revisited. RTSS (2022)
Mikail Yayla, Sebastian Buschjäger, Aniket Gupta, Jian-Jia Chen, Jörg Henkel, Katharina Morik, Kuan-Hsun Chen, Hussam Amrouch
FeFET-Based Binarized Neural Networks Under Temperature-Dependent Bit Errors. IEEE Trans. Computers 71 (7) (2022)
Harun Teper, Anggera Bayuwindra, Raphael Riebl, Ricardo Severino, Jian-Jia Chen, Kuan-Hsun Chen
AuNa: Modularly Integrated Simulation Framework for Cooperative Autonomous Navigation. CoRR (2022)
Kuan-Hsun Chen, Chiahui Su, Christian Hakert, Sebastian Buschjäger, Chao-Lin Lee, Jenq-Kuen Lee, Katharina Morik, Jian-Jia Chen
Efficient Realization of Decision Trees for Real-Time Inference. ACM Trans. Embed. Comput. Syst. 21 (6) (2022)
Christian Hakert, Kuan-Hsun Chen, Horst Schirmeier, Lars Bauer, Paul R. Genssler, Georg von der Brüggen, Hussam Amrouch, Jörg Henkel, Jian-Jia Chen
Software-Managed Read and Write Wear-Leveling for Non-Volatile Main Memory. ACM Trans. Embed. Comput. Syst. 21 (1) (2022)
Kuan-Hsun Chen, Mario Günzel, Boguslaw Jablkowski, Markus Buschhoff, Jian-Jia Chen
Unikernel-Based Real-Time Virtualization Under Deferrable Servers: Analysis and Realization. ECRTS (2022)
Hsiang-Yun Cheng, Chun-Feng Wu, Christian Hakert, Kuan-Hsun Chen, Yuan-Hao Chang, Jian-Jia Chen, Chia-Lin Yang, Tei-Wei Kuo
Future Computing Platform Design: A Cross-Layer Design Approach. DATE (2021)
Sebastian Buschjäger, Jian-Jia Chen, Kuan-Hsun Chen, Mario Günzel, Katharina Morik, Rodion Novkin, Lukas Pfahler, Mikail Yayla
Bit Error Tolerance Metrics for Binarized Neural Networks. CoRR (2021)
Christian Hakert, Asif Ali Khan, Kuan-Hsun Chen, Fazal Hameed, Jerónimo Castrillón, Jian-Jia Chen
BLOwing Trees to the Ground: Layout Optimization of Decision Trees on Racetrack Memory. DAC (2021)
Junjie Shi, Jiang Bian, Jakob Richter, Kuan-Hsun Chen, Jörg Rahnenführer, Haoyi Xiong, Jian-Jia Chen
MODES: model-based optimization on distributed embedded systems. Mach. Learn. 110 (6) (2021)
Christian Hakert, Roland Kühn, Kuan-Hsun Chen, Jian-Jia Chen, Jens Teubner
OCTO+: Optimized Checkpointing of B+ Trees for Non-Volatile Main Memory Wear-Leveling. NVMSA (2021)
Raphael Freymann, Junjie Shi, Jian-Jia Chen, Kuan-Hsun Chen
Renovation of EdgeCloudSim: An Efficient Discrete-Event Approach. CoRR (2021)
Junjie Shi, Jan Duy Thien Pham, Malte Münch, Jan Viktor Hafemeister, Jian-Jia Chen, Kuan-Hsun Chen
Supporting Multiprocessor Resource Synchronization Protocols in RTEMS. CoRR (2021)
Jian-Jia Chen, Wen-Hung Huang, Georg von der Brüggen, Kuan-Hsun Chen, Niklas Ueter
On the Formalism and Properties of Timing Analyses in Real-Time Embedded Systems. A Journey of Embedded and Cyber-Physical Systems (2021)
Mario Günzel, Kuan-Hsun Chen, Niklas Ueter, Georg von der Brüggen, Marco Dürr, Jian-Jia Chen
Timing Analysis of Asynchronized Distributed Cause-Effect Chains. RTAS (2021)
Mikail Yayla, Kuan-Hsun Chen, Georgios Zervakis, Jörg Henkel, Jian-Jia Chen, Hussam Amrouch
FeFET and NCFET for Future Neural Networks: Visions and Opportunities. DATE (2021)
Mario Günzel, Christian Hakert, Kuan-Hsun Chen, Jian-Jia Chen
HEART: Hybrid Memory and Energy-Aware Real-Time Scheduling for Multi-Processor Systems. ACM Trans. Embed. Comput. Syst. 20 (5s) (2021)
Sebastian Buschjäger, Jian-Jia Chen, Kuan-Hsun Chen, Mario Günzel, Christian Hakert, Katharina Morik, Rodion Novkin, Lukas Pfahler, Mikail Yayla
Margin-Maximization in Binarized Neural Networks for Optimizing Bit Error Tolerance. DATE (2021)
Raphael Freymann, Junjie Shi, Jian-Jia Chen, Kuan-Hsun Chen
Renovation of EdgeCloudSim: An Efficient Discrete-Event Approach. FMEC (2021)
Georg von der Brüggen, Nico Piatkowski, Kuan-Hsun Chen, Jian-Jia Chen, Katharina Morik, Björn B. Brandenburg
Efficiently Approximating the Worst-Case Deadline Failure Probability Under EDF. RTSS (2021)
Mario Günzel, Kuan-Hsun Chen, Jian-Jia Chen
EDF-Like Scheduling for Self-Suspending Real-Time Tasks. CoRR (2021)
Mario Günzel, Harun Teper, Kuan-Hsun Chen, Georg von der Brüggen, Jian-Jia Chen
Work-in-Progress: Evaluation Framework for Self-Suspending Schedulability Tests. RTSS (2021)
Wei-Chun Cheng, Shuo-Han Chen, Yuan-Hao Chang, Kuan-Hsun Chen, Jian-Jia Chen, Tseng-Yi Chen, Ming-Chang Yang, Wei-Kuan Shih
NS-FTL: Alleviating the Uneven Bit-Level Wearing of NVRAM-based FTL via NAND-SPIN. NVMSA (2020)
Lea Schönberger, Georg von der Brüggen, Kuan-Hsun Chen, Benjamin Sliwa, Hazem Youssef, Aswin Karthik Ramachandran Venkatapathy, Christian Wietfeld, Michael ten Hompel, Jian-Jia Chen
Offloading Safety- and Mission-Critical Tasks via Unreliable Connections. ECRTS (2020)
Christian Hakert, Kuan-Hsun Chen, Jian-Jia Chen
Can Wear-Aware Memory Allocation be Intelligent? MLCAD (2020)
Qiao Yu, Kuan-Hsun Chen, Jian-Jia Chen
Using a Set of Triangle Inequalities to Accelerate K-means Clustering. SISAP (2020)
Christian Hakert, Kuan-Hsun Chen, Paul R. Genssler, Georg von der Brüggen, Lars Bauer, Hussam Amrouch, Jian-Jia Chen, Jörg Henkel
SoftWear: Software-Only In-Memory Wear-Leveling for Non-Volatile Main Memory. CoRR (2020)
Christian Hakert, Kuan-Hsun Chen, Simon Kuenzer, Sharan Santhanam, Shuo-Han Chen, Yuan-Hao Chang, Felipe Huici, Jian-Jia Chen
Split'n Trace NVM: Leveraging Library OSes for Semantic Memory Tracing. NVMSA (2020)
Yunfeng Huang, Fang-Jing Wu, Christian Hakert, Georg von der Brüggen, Kuan-Hsun Chen, Jian-Jia Chen, Patrick Böcker, Petr Chernikov, Luis Cruz, Zeyi Duan, Ahmed Gheith, Yantao Gong, Anand Gopalan, Karthik Prakash, Ammar Tauqir, Yue Wang
Demo Abstract: Perception vs. Reality - Never Believe in What You See. IPSN (2020)
Niklas Ueter, Kuan-Hsun Chen, Jian-Jia Chen
Project-Based CPS Education: A Case Study of an Autonomous Driving Student Project. IEEE Des. Test 37 (6) (2020)
Sebastian Buschjäger, Jian-Jia Chen, Kuan-Hsun Chen, Mario Günzel, Christian Hakert, Katharina Morik, Rodion Novkin, Lukas Pfahler, Mikail Yayla
Towards Explainable Bit Error Tolerance of Resistive RAM-Based Binarized Neural Networks. CoRR (2020)
Christian Hakert, Kuan-Hsun Chen, Mikail Yayla, Georg von der Brüggen, Sebastian Blömeke, Jian-Jia Chen
Software-Based Memory Analysis Environments for In-Memory Wear-Leveling. ASP-DAC (2020)
Mikail Yayla, Anas Toma, Kuan-Hsun Chen, Jan Eric Lenssen, Victoria Shpacovitch, Roland Hergenröder, Frank Weichert, Jian-Jia Chen
Nanoparticle Classification Using Frequency Domain Analysis on Resource-Limited Platforms. Sensors 19 (19) (2019)
Mikail Yayla, Anas Toma, Jan Eric Lenssen, Victoria Shpacovitch, Kuan-Hsun Chen, Frank Weichert, Jian-Jia Chen
Resource-Efficient Nanoparticle Classification Using Frequency Domain Analysis. Bildverarbeitung für die Medizin (2019)
Marco Dürr, Georg von der Brüggen, Kuan-Hsun Chen, Jian-Jia Chen
End-to-End Timing Analysis of Sporadic Cause-Effect Chains in Distributed Systems. ACM Trans. Embed. Comput. Syst. 18 (5s) (2019)
Kuan-Hsun Chen, Niklas Ueter, Georg von der Brüggen, Jian-Jia Chen
Efficient Computation of Deadline-Miss Probability and Potential Pitfalls. DATE (2019)
Georg von der Brüggen, Nico Piatkowski, Kuan-Hsun Chen, Jian-Jia Chen, Katharina Morik
Efficiently Approximating the Probability of Deadline Misses in Real-Time Systems. ECRTS (2018)
Lea Schönberger, Wen-Hung Huang, Georg von der Brüggen, Kuan-Hsun Chen, Jian-Jia Chen
Schedulability Analysis and Priority Assignment for Segmented Self-Suspending Tasks. RTCSA (2018)
Mikail Yayla, Kuan-Hsun Chen, Jian-Jia Chen
Fault Tolerance on Control Applications: Empirical Investigations of Impacts from Incorrect Calculations. EITEC@CPSWeek (2018)
Kuan-Hsun Chen, Georg von der Brüggen, Jian-Jia Chen
Analysis of Deadline Miss Rates for Uniprocessor Fixed-Priority Scheduling. RTCSA (2018)
Zheng Dong, Cong Liu, Soroush Bateni, Kuan-Hsun Chen, Jian-Jia Chen, Georg von der Brüggen, Junjie Shi
Shared-Resource-Centric Limited Preemptive Scheduling: A Comprehensive Study of Suspension-Based Partitioning Approaches. RTAS (2018)
Sebastian Buschjäger, Kuan-Hsun Chen, Jian-Jia Chen, Katharina Morik
Realization of Random Forest for Real-Time Evaluation through Tree Framing. ICDM (2018)
Kuan-Hsun Chen, Georg von der Brüggen, Jian-Jia Chen
Reliability Optimization on Multi-Core Systems with Multi-Tasking and Redundant Multi-Threading. IEEE Trans. Computers 67 (4) (2018)
Kuan-Hsun Chen, Jian-Jia Chen
Probabilistic schedulability tests for uniprocessor fixed-priority scheduling under soft errors. SIES (2017)
Kuan-Hsun Chen, Jian-Jia Chen, Florian Kriebel, Semeen Rehman, Muhammad Shafique, Jörg Henkel
Task Mapping for Redundant Multithreading in Multi-Cores with Reliability and Performance Heterogeneity. IEEE Trans. Computers 65 (11) (2016)
Georg von der Brüggen, Kuan-Hsun Chen, Wen-Hung Huang, Jian-Jia Chen
Systems with Dynamic Real-Time Guarantees in Uncertain and Faulty Execution Environments. RTSS (2016)
Kuan-Hsun Chen, Björn Bönninghoff, Jian-Jia Chen, Peter Marwedel
Compensate or ignore? meeting control robustness requirements through adaptive soft-error handling. LCTES (2016)
Semeen Rehman, Kuan-Hsun Chen, Florian Kriebel, Anas Toma, Muhammad Shafique, Jian-Jia Chen, Jörg Henkel
Cross-Layer Software Dependability on Unreliable Hardware. IEEE Trans. Computers 65 (1) (2016)
Muhammad Shafique, Philip Axer, Christoph Borchert, Jian-Jia Chen, Kuan-Hsun Chen, Björn Döbel, Rolf Ernst, Hermann Härtig, Andreas Heinig, Rüdiger Kapitza, Florian Kriebel, Daniel Lohmann, Peter Marwedel, Semeen Rehman, Florian Schmoll, Olaf Spinczyk
Multi-layer software reliability for unreliable hardware. it Inf. Technol. 57 (3) (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kuan-Hsun Chen