Jian-Jia Chen

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 188

Top Venues

Publications

Wei Liu, Jian-Jia Chen, Yongjie Yang
On the Complexity of Minimizing Energy Consumption of Partitioning DAG Tasks. CoRR (2024)
Harun Teper, Tobias Betz, Mario Günzel, Dominic Ebner, Georg von der Brüggen, Johannes Betz, Jian-Jia Chen
End-To-End Timing Analysis and Optimization of Multi-Executor ROS 2 Systems. RTAS (2024)
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)
Irfan Fachrudin Priyanta, Cedrik Krieger, Julia Freytag, Harun Teper, Philipp Schulte, Christian Wietfeld, Jian-Jia Chen, Moritz Roidl
Is It Running? Unveiling 6G-Driven System-of-Systems Testbeds using Visual Metaphors. SysCon (2024)
Junjie Shi, Mario Gtinzel, Niklas Ueter, Georg von der Brüggen, Jian-Jia Chen
DAG Scheduling with Execution Groups. RTAS (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)
Daniel Kuhse, Nils Hölscher, Mario Günzel, Harun Teper, Georg von der Brüggen, Jian-Jia Chen, Ching-Chi Lin
Sync or Sink? The Robustness of Sensor Fusion Against Temporal Misalignment. RTAS (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)
Mario Günzel, Georg von der Brüggen, Jian-Jia Chen
Tighter Worst-Case Response Time Bounds for Jitter-Based Self-Suspension Analysis. ECRTS (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)
Mikail Yayla, Simon Thomann, Md Mazharul Islam, Ming-Liang Wei, Shu-Yin Ho, Ahmedullah Aziz, Chia-Lin Yang, Jian-Jia Chen, Hussam Amrouch
Reliable Brain-inspired AI Accelerators using Classical and Emerging Memories. VTS (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)
Mikail Yayla, Fabio Frustaci, Fanny Spagnolo, Jian-Jia Chen, Hussam Amrouch
Unlocking Efficiency in BNNs: Global by Local Thresholding for Analog-Based HW Accelerators. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (4) (2023)
Niklas Ueter, Mario Günzel, Georg von der Brüggen, Jian-Jia Chen
Parallel Path Progression DAG Scheduling. IEEE Trans. Computers 72 (10) (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)
Roland Kühn, Daniel Biebert, Christian Hakert, Jian-Jia Chen, Jens Teubner
Towards Data-Based Cache Optimization of B+-Trees. DaMoN (2023)
Lokesh Siddhu, Hassan Nassar, Lars Bauer, Christian Hakert, Nils Hölscher, Jian-Jia Chen, Jörg Henkel
Swift-CNN: Leveraging PCM Memory's Fast Write Mode to Accelerate CNNs. IEEE Embed. Syst. Lett. 15 (4) (2023)
Leonard David Bereholschi, Ching-Chi Lin, Mikail Yayla, Jian-Jia Chen
HEP-BNN: A Framework for Finding Low-Latency Execution Configurations of BNNs on Heterogeneous Multiprocessor Platforms. CoRR (2023)
Mikail Yayla, Cecilia Latotzke, Robert Huber, Somar Iskif, Tobias Gemmeke, Jian-Jia Chen
DAEBI: A Tool for Data Flow and Architecture Explorations of Binary Neural Network Accelerators. SAMOS (2023)
Aviral Shrivastava, Jian-Jia Chen, Akash Kumar, Anup Das
ACM TECS Special Issue on Embedded System Security Tutorials. ACM Trans. Embed. Comput. Syst. 22 (3) (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)
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)
Cedrik Krieger, Harun Teper, Julia Freytag, Irfan Fachrudin Priyanta, Philipp Schulte, Moritz Roidl, Jian-Jia Chen, Christian Wietfeld
Integration of Scaled Real-world Testbeds with Digital Twins for Future AI-Enabled 6G Networks. GLOBECOM (Workshops) (2023)
Mario Günzel, Jian-Jia Chen
Parameter Optimization for EDF-Like Scheduling of Self-Suspending Tasks. RTCSA (2023)
Jian-Jia Chen, Niklas Ueter, Mario Günzel, Georg von der Brüggen, Tei-Wei Kuo
Property-Based Timing Analysis and Optimization for Complex Cyber-Physical Real-Time Systems. DAC (2023)
Mikail Yayla, Simon Thomann, Ming-Liang Wei, Chia-Lin Yang, Jian-Jia Chen, Hussam Amrouch
HW/SW Codesign for Robust and Efficient Binarized SNNs by Capacitor Minimization. CoRR (2023)
Ching-Chi Lin, Bruno Chianca, Leonard David Bereholschi, Jian-Jia Chen, Guthemberg Silvestre
Cost-Effective Offloading Strategies for UAV Contingency Planning in Smart Cities. ICCCN (2023)
Ming-Liang Wei, Mikail Yayla, Shu-Yin Ho, Jian-Jia Chen, Hussam Amrouch, Chia-Lin Yang
Impact of Non-Volatile Memory Cells on Spiking Neural Network Annealing Machine With In-Situ Synapse Processing. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (11) (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)
Muhammad Sabih, Mikail Yayla, Frank Hannig, Jürgen Teich, Jian-Jia Chen
Robust and Tiny Binary Neural Networks using Gradient-based Explainability Methods. EuroMLSys@EuroSys (2023)
Abhilasha Dave, Fabio Frustaci, Fanny Spagnolo, Mikail Yayla, Jian-Jia Chen, Hussam Amrouch
HW/SW Codesign for Approximation-Aware Binary Neural Networks. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (1) (2023)
Mario Günzel, Niklas Ueter, Kuan-Hsun Chen, Jian-Jia Chen
Timing Analysis of Cause-Effect Chains with Heterogeneous Communication Mechanisms. RTNS (2023)
Vahidreza Moghaddas, Hammam Kattan, Tim Bücher, Mikail Yayla, Jian-Jia Chen, Hussam Amrouch
Temperature-Aware Memory Mapping and Active Cooling of Neural Processing Units. ISLPED (2023)
Ching-Chi Lin, Junjie Shi, Niklas Ueter, Mario Günzel, Jan Reineke, Jian-Jia Chen
Type-Aware Federated Scheduling for Typed DAG Tasks on Heterogeneous Multicore Platforms. IEEE Trans. Computers 72 (5) (2023)
Insik Shin, Nan Guan, Renato Mancuso, Hyoseung Kim, Jian-Jia Chen
Message from the Program, Track, and General Chairs. RTSS (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)
Philip Buczak, Jian-Jia Chen, Markus Pauly
Analyzing the Effect of Imputation on Classification Performance under MCAR and MAR Missing Mechanisms. Entropy 25 (3) (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)
Jian-Jia Chen, Junjie Shi, Georg von der Brüggen, Niklas Ueter
Scheduling of Real-Time Tasks With Multiple Critical Sections in Multiprocessor Systems. IEEE Trans. Computers 71 (1) (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)
Georg von der Brüggen, Alan Burns, Jian-Jia Chen, Robert I. Davis, Jan Reineke
On the Trade-offs between Generalization and Specialization in Real-Time Systems. RTCSA (2022)
Jian-Jia Chen, Aviral Shrivastava
Special issue on practical and robust design of real-time systems. Real Time Syst. 58 (3) (2022)
Harun Teper, Mario Günzel, Niklas Ueter, Georg von der Brüggen, Jian-Jia Chen
End-To-End Timing Analysis in ROS2. RTSS (2022)
Robin Edmaier, Niklas Ueter, Jian-Jia Chen
Segment-Level FP-Scheduling in FreeRTOS. RTCSA (2022)
Mikail Yayla, Zahra Valipour Dehnoo, Mojtaba Masoudinejad, Jian-Jia Chen
TREAM: A Tool for Evaluating Error Resilience of Tree-Based Models Using Approximate Memory. SAMOS (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)
Mikail Yayla, Simon Thomann, Sebastian Buschjäger, Katharina Morik, Jian-Jia Chen, Hussam Amrouch
Reliable Binarized Neural Networks on Unreliable Beyond Von-Neumann Architecture. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (6) (2022)
Niklas Ueter, Mario Günzel, Georg von der Brüggen, Jian-Jia Chen
Parallel Path Progression DAG Scheduling. CoRR (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)
Mikail Yayla, Jian-Jia Chen
Memory-efficient training of binarized neural networks on the edge. DAC (2022)
Ming-Liang Wei, Mikail Yayla, Shu-Yin Ho, Jian-Jia Chen, Chia-Lin Yang, Hussam Amrouch
Binarized SNNs: Efficient and Error-Resilient Spiking Neural Networks through Binarization. ICCAD (2021)
Niklas Ueter, Mario Günzel, Jian-Jia Chen
Response-Time Analysis and Optimization for Probabilistic Conditional Parallel DAG Tasks. CoRR (2021)
Samarjit Chakraborty, Jian-Jia Chen, Anuradha Annaswamy, Devendra Rai
Guest Editors' Introduction: Cross-Layer Design of Cyber-Physical Systems. IEEE Des. Test 38 (5) (2021)
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)
Hussam Amrouch, Jian-Jia Chen, Kaushik Roy, Yuan Xie, Indranil Chakraborty, Wenqin Huangfu, Ling Liang, Fengbin Tu, Cheng Wang, Mikail Yayla
Brain-Inspired Computing: Adventure from Beyond CMOS Technologies to Beyond von Neumann Architectures ICCAD Special Session Paper. ICCAD (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)
Niklas Ueter, Mario Günzel, Georg von der Brüggen, Jian-Jia Chen
Hard Real-Time Stationary GANG-Scheduling. ECRTS (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)
Junjie Shi, Niklas Ueter, Georg von der Brüggen, Jian-Jia Chen
Graph-Based Optimizations for Multiprocessor Nested Resource Sharing. RTCSA (2021)
Niklas Ueter, Mario Günzel, Jian-Jia Chen
Response-Time Analysis and Optimization for Probabilistic Conditional Parallel DAG Tasks. RTSS (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, Niklas Ueter, Jian-Jia Chen
Suspension-Aware Fixed-Priority Schedulability Test with Arbitrary Deadlines and Arrival Curves. RTSS (2021)
Chin-Hsien Wu, I-Hung Li, Jian-Jia Chen
A Supervised-Learning-Based Garbage Collection in Solid-State Drives (SSDs). IT Prof. 23 (6) (2021)
Mario Günzel, Jian-Jia Chen
A note on slack enforcement mechanisms for self-suspending tasks. Real Time Syst. 57 (4) (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)
Mikail Yayla, Mario Günzel, Burim Ramosaj, Jian-Jia Chen
Universal Approximation Theorems of Fully Connected Binarized Neural Networks. CoRR (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)
Jakob Richter, Junjie Shi, Jian-Jia Chen, Jörg Rahnenführer, Michel Lang
Model-based optimization with concept drifts. GECCO (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)
Mario Günzel, Jian-Jia Chen
Correspondence Article: Counterexample for suspension-aware schedulability analysis of EDF scheduling. Real Time Syst. 56 (4) (2020)
Qiao Yu, Kuan-Hsun Chen, Jian-Jia Chen
Using a Set of Triangle Inequalities to Accelerate K-means Clustering. SISAP (2020)
Jian-Jia Chen, Junjie Shi, Georg von der Brüggen, Niklas Ueter
Scheduling of Real-Time Tasks with Multiple Critical Sections in Multiprocessor Systems. CoRR (2020)
Aviral Shrivastava, Jian-Jia Chen, Youtao Zhang
Introduction to the Special Issue on Languages, Compilers, Tools, and Theory of Embedded Systems: Part 1. ACM Trans. Embed. Comput. Syst. 19 (5) (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jian-Jia Chen