Guanpeng Li

Softw. Test. Verification Reliab., June, 2024

HoSZp: An Efficient Homomorphic Error-bounded Lossy Compressor for Scientific Data.

[BibT_eX]

[DOI]

Ganesh Gopalakrishnan

CoRR, 2024

A Survey on Error-Bounded Lossy Compression for Scientific Datasets.

[BibT_eX]

[DOI]

CoRR, 2024

NVMe-oPF: Designing Efficient Priority Schemes for NVMe-over-Fabrics with Multi-Tenancy Support.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Druto: Upper-Bounding Silent Data Corruption Vulnerability in GPU Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

A Fast Low-Level Error Detection Technique.

[BibT_eX]

[DOI]

Zhengyang He

Hui Xu

Thierry-Laurent D. Tonellot

Proceedings of the 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2024

Diagnosis-guided Attack Recovery for Securing Robotic Vehicles from Sensor Deception Attacks.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Asia Conference on Computer and Communications Security, 2024

2023

Fault Injection for TensorFlow Applications.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2023

cuSZ-I: High-Fidelity Error-Bounded Lossy Compression for Scientific Data on GPUs.

[BibT_eX]

[DOI]

CoRR, 2023

cuSZp: An Ultra-fast GPU Error-bounded Lossy Compression Framework with Optimized End-to-End Performance.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2023

Demystifying and Mitigating Cross-Layer Deficiencies of Soft Error Protection in Instruction Duplication.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2023

Characterizing Runtime Performance Variation in Error Detection by Duplicating Instructions.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023

A Feature-Driven Fixed-Ratio Lossy Compression Framework for Real-World Scientific Datasets.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Investigating the Impact of High-Level Software Design on Low-Level Hardware Fault Resilience.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2023

Towards Improving Reverse Time Migration Performance by High-speed Lossy Compression.

[BibT_eX]

[DOI]

Franck Cappello

Proceedings of the 23rd IEEE/ACM International Symposium on Cluster, 2023

2022

Improving the Accuracy of IR-Level Fault Injection.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2022

Replay-based Recovery for Autonomous Robotic Vehicles from Sensor Deception Attacks.

[BibT_eX]

[DOI]

CoRR, 2022

Mitigating Silent Data Corruptions in HPC Applications across Multiple Program Inputs.

[BibT_eX]

[DOI]

Proceedings of the SC22: International Conference for High Performance Computing, 2022

Salus: A Novel Data-Driven Monitor that Enables Real-Time Safety in Autonomous Driving Systems.

[BibT_eX]

[DOI]

Bohan Zhang

Yafan Huang

Proceedings of the 22nd IEEE International Conference on Software Quality, 2022

Characterizing Deep Learning Neural Network Failures Between Algorithmic Inaccuracy and Transient Hardware Faults.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE Pacific Rim International Symposium on Dependable Computing, 2022

Hardening selective protection across multiple program inputs for HPC applications.

[BibT_eX]

[DOI]

Proceedings of the PPoPP '22: 27th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Seoul, Republic of Korea, April 2, 2022

D2MoN: Detecting and Mitigating Real-Time Safety Violations in Autonomous Driving Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2022

TensorFI+: A Scalable Fault Injection Framework for Modern Deep Learning Neural Networks.

[BibT_eX]

[DOI]

Sabuj Laskar

Md Hasanur Rahman

Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2022

Message from the RSDA 2022 Workshop Chairs.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2022

2021

COMET: A Novel Memory-Efficient Deep Learning Training Framework by Using Error-Bounded Lossy Compression.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

PEPPA-X: finding program test inputs to bound silent data corruption vulnerability in HPC applications.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2021

A novel memory-efficient deep learning training framework via error-bounded lossy compression.

[BibT_eX]

[DOI]

Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021

Fourth International Workshop on Dependable and Secure Machine Learning - DSML 2021.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2021

PID-Piper: Recovering Robotic Vehicles from Physical Attacks.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2021

A Low-cost Fault Corrector for Deep Neural Networks through Range Restriction.

[BibT_eX]

[DOI]

Zitao Chen

Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2021

2020

Ranger: Boosting Error Resilience of Deep Neural Networks through Range Restriction.

[BibT_eX]

[DOI]

Zitao Chen

CoRR, 2020

GPU-trident: efficient modeling of error propagation in GPU programs.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2020

Demonstration of 214Gbps Per Lane IM/DD PAM-4 Transmission using O-Band 35GHz-Class EML with Advanced MLSE and KP4-FEC.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

AV-FUZZER: Finding Safety Violations in Autonomous Driving Systems.

[BibT_eX]

[DOI]

Zbigniew Kalbarczyk

Ravishankar K. Iyer

Proceedings of the 31st IEEE International Symposium on Software Reliability Engineering, 2020

TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Symposium on Software Reliability Engineering, 2020

Error Resilient Machine Learning for Safety-Critical Systems: Position Paper.

[BibT_eX]

[DOI]

Zitao Chen

Proceedings of the 26th IEEE International Symposium on On-Line Testing and Robust System Design, 2020

LCFI: A Fault Injection Tool for Studying Lossy Compression Error Propagation in HPC Programs.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

<i>BinFI</i>: an efficient fault injector for safety-critical machine learning systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2019

Evaluating Compiler IR-Level Selective Instruction Duplication with Realistic Hardware Errors.

[BibT_eX]

[DOI]

Chun-Kai Chang

Mattan Erez

Proceedings of the 9th IEEE/ACM Workshop on Fault Tolerance for HPC at eXtreme Scale, 2019

A Tale of Two Injectors: End-to-End Comparison of IR-Level and Assembly-Level Fault Injection.

[BibT_eX]

[DOI]

Proceedings of the 30th IEEE International Symposium on Software Reliability Engineering, 2019

2018

TensorFI: A Configurable Fault Injector for TensorFlow Applications.

[BibT_eX]

[DOI]

Nathan DeBardeleben

Proceedings of the 2018 IEEE International Symposium on Software Reliability Engineering Workshops, 2018

Modeling Soft-Error Propagation in Programs.

[BibT_eX]

[DOI]

Michael B. Sullivan

Timothy Tsai

Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2018

Modeling Input-Dependent Error Propagation in Programs.

[BibT_eX]

[DOI]

Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2018

2017

Configurable Detection of SDC-causing Errors in Programs.

[BibT_eX]

[DOI]

ACM Trans. Embed. Comput. Syst., 2017

Understanding error propagation in deep learning neural network (DNN) accelerators and applications.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2017

Modeling Error Propagation in Programs.

[BibT_eX]

[DOI]

Proceedings of the 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2017

2016

Automatic fault localization for client-side JavaScript.

[BibT_eX]

[DOI]

Frolin S. Ocariza Jr.

Ali Mesbah

Softw. Test. Verification Reliab., 2016

Understanding error propagation in GPGPU applications.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2016

2015

Experience report: An application-specific checkpointing technique for minimizing checkpoint corruption.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Symposium on Software Reliability Engineering, 2015

Fine-Grained Characterization of Faults Causing Long Latency Crashes in Programs.

[BibT_eX]

[DOI]

Qining Lu