N. Debardeleben

Most-cited papers

Addressing failures in exascale computing
M. Snir, R. Wisniewski, J. Abraham, S. Adve +24 more
2014The international journal of high performance computing applications486 citations Open access
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Memory Errors in Modern Systems: The Good, The Bad, and The Ugly
Vilas Sridharan, N. Debardeleben, Sean Blanchard, Kurt B. Ferreira +3 more
2015International Conference on Architectural Support for Programming Languages and Operating Systems334 citations Open access
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Feng Shui of supercomputer memory positional effects in DRAM and SRAM faults
Vilas Sridharan, Jon Stearley, N. Debardeleben, Sean Blanchard +1 more
20132013 SC - International Conference for High Performance Computing, Networking, Storage and Analysis (SC)199 citations
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Understanding GPU errors on large-scale HPC systems and the implications for system design and operation
Devesh Tiwari, Saurabh Gupta, James H. Rogers, Don E. Maxwell +8 more
2015International Symposium on High-Performance Computer Architecture177 citations Open access
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On the diversity of cluster workloads and its impact on research results
George Amvrosiadis, J. Park, G. Ganger, Garth A. Gibson +2 more
2018USENIX Annual Technical Conference151 citations
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BinFI: An Efficient Fault Injector for Safety-Critical Machine Learning Systems
Zitao Chen, Guan-Peng Li, K. Pattabiraman, N. Debardeleben
2019International Conference for High Performance Computing, Networking, Storage and Analysis109 citations
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TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications
Zitao Chen, Niranjhana Narayanan, B. Fang, Guan-Peng Li +2 more
2020IEEE International Symposium on Software Reliability Engineering92 citations Open access
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GPGPUs: How to combine high computational power with high reliability
L. B. Gomez, F. Cappello, L. Carro, N. Debardeleben +5 more
2014Design, Automation and Test in Europe68 citations
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F-SEFI: A Fine-Grained Soft Error Fault Injection Tool for Profiling Application Vulnerability
Qiang Guan, N. Debardeleben, Sean Blanchard, Song Fu
2014IEEE International Parallel and Distributed Processing Symposium68 citations
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TensorFI: A Configurable Fault Injector for TensorFlow Applications
Guan-Peng Li, K. Pattabiraman, N. Debardeleben
20182018 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW)61 citations
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Experimental and Analytical Study of Xeon Phi Reliability
Daniel Oliveira, L. Pilla, N. Debardeleben, Sean Blanchard +4 more
2017International Conference for High Performance Computing, Networking, Storage and Analysis56 citations Open access
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TSM2: optimizing tall-and-skinny matrix-matrix multiplication on GPUs
Jieyang Chen, Nan Xiong, Xin Liang, Dingwen Tao +6 more
2019International Conference on Supercomputing44 citations Open access
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Lessons Learned from Memory Errors Observed Over the Lifetime of Cielo
Scott Levy, Kurt B. Ferreira, N. Debardeleben, Taniya Siddiqua +2 more
2018International Conference for High Performance Computing, Networking, Storage and Analysis44 citations Open access
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Towards Practical Algorithm Based Fault Tolerance in Dense Linear Algebra
Panruo Wu, Qiang Guan, N. Debardeleben, Sean Blanchard +4 more
2016IEEE International Symposium on High-Performance Parallel Distributed Computing44 citations Open access
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GPU Behavior on a Large HPC Cluster
N. Debardeleben, Sean Blanchard, Laura Monroe, Philip Romero +3 more
2013Euro-Par Workshops39 citations
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Impact of sub-optimal checkpoint intervals on application efficiency in computational clusters
William M. Jones, J. Daly, N. Debardeleben
2010IEEE International Symposium on High-Performance Parallel Distributed Computing36 citations Open access
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Quantifying Memory Underutilization in HPC Systems and Using it to Improve Performance via Architecture Support
Gagandeep Panwar, Da Zhang, Yihan Pang, M. Dahshan +3 more
2019Micro35 citations Open access
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Application monitoring and checkpointing in HPC: looking towards exascale systems
William M. Jones, J. Daly, N. Debardeleben
2012ACM Southeast Regional Conference35 citations
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Developing scientific applications using eclipse
G. R. Watson, N. Debardeleben
2006Computing in science & engineering (Print)29 citations
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Silent Data Corruption Resilient Two-sided Matrix Factorizations
Panruo Wu, N. Debardeleben, Qiang Guan, Sean Blanchard +5 more
2017ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming28 citations
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Inter-Agency Workshop on HPC Resilience at Extreme Scale National Security Agency Advanced Computing Systems February 21 – 24 , 2012 Coordinating Representatives John Daly ( DOD ) Bill Harrod ( DOE / SC ) Thuc Hoang ( DOE / NNSA
John Daly, Bill Harrod, Doelken Sc, T. Hoang +34 more
201227 citations
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Experimental Framework for Injecting Logic Errors in a Virtual Machine to Profile Applications for Soft Error Resilience
N. Debardeleben, Sean Blanchard, Qiang Guan, Ziming Zhang +1 more
2011Euro-Par Workshops27 citations Open access
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Design, Use and Evaluation of P-FSEFI: A Parallel Soft Error Fault Injection Framework for Emulating Soft Errors in Parallel Applications
Qiang Guan, N. Debardeleben, Panruo Wu, S. Eidenbenz +4 more
2016International ICST Conference on Simulation Tools and Techniques24 citations
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Fault Injection for TensorFlow Applications
Niranjhana Narayanan, Zitao Chen, B. Fang, Guan-Peng Li +2 more
2023IEEE Transactions on Dependable and Secure Computing23 citations Open access
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LetGo: A Lightweight Continuous Framework for HPC Applications Under Failures
B. Fang, Qiang Guan, N. Debardeleben, K. Pattabiraman +1 more
2017IEEE International Symposium on High-Performance Parallel Distributed Computing22 citations
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Lifetime memory reliability data from the field
Taniya Siddiqua, Vilas Sridharan, Steven E. Raasch, N. Debardeleben +4 more
2017IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems20 citations Open access
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The Atlas Cluster Trace Repository
George Amvrosiadis, Michael Kuchnik, J. Park, C. Cranor +3 more
2018Login: The Usenix Magazine19 citations
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Extra Bits on SRAM and DRAM Errors - More Data from the Field.
Kurt B. Ferreira, Jon Stearley, N. Debardeleben, Sean Blanchard +2 more
201419 citations
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Exploring Time and Frequency Domains for Accurate and Automated Anomaly Detection in Cloud Computing Systems
Qiang Guan, Song Fu, N. Debardeleben, Sean Blanchard
20132013 IEEE 19th Pacific Rim International Symposium on Dependable Computing19 citations
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Improving DRAM Fault Characterization through Machine Learning
E. Baseman, N. Debardeleben, Kurt B. Ferreira, Scott Levy +4 more
20162016 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshop (DSN-W)17 citations Open access
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This is why ML-driven cluster scheduling remains widely impractical
Michael Kuchnik, J. Park, C. Cranor, Elisabeth Moore +2 more
201916 citations
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Physics-Informed Machine Learning for DRAM Error Modeling
E. Baseman, N. Debardeleben, Sean Blanchard, Juston S. Moore +4 more
2018IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems15 citations Open access
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Empirical Studies of the Soft Error Susceptibility ofSorting Algorithms to Statistical Fault Injection
Qiang Guan, N. Debardeleben, Sean Blanchard, Song Fu
2015FTXS@HPDC15 citations
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Bigger , Longer , Fewer : what do cluster jobs look like outside Google ?
George Amvrosiadis, J. Park, G. Ganger, Garth A. Gibson +2 more
201714 citations
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Towards Building Resilient Scientific Applications: Resilience Analysis on the Impact of Soft Error and Transient Error Tolerance with the CLAMR Hydrodynamics Mini-App
Qiang Guan, N. Debardeleben, Brian Artkinson, R. Robey +1 more
2015IEEE International Conference on Cluster Computing14 citations
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Application Resilience: Making Progress in Spite of Failure
William M. Jones, J. Daly, N. Debardeleben
2008IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing14 citations
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SDC is in the Eye of the Beholder: A Survey and Preliminary Study
B. Fang, Panruo Wu, Qiang Guan, N. Debardeleben +5 more
20162016 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshop (DSN-W)13 citations
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Analyzing Reliability of Memory Sub-systems with Double-Chipkill Detect/Correct
Jian Xun, N. Debardeleben, Sean Blanchard, Vilas Sridharan +1 more
20132013 IEEE 19th Pacific Rim International Symposium on Dependable Computing13 citations
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Improving Application Resilience by Extending Error Correction with Contextual Information
Alexandra Poulos, Dylan Wallace, R. Robey, Laura Monroe +4 more
2018Fault Tolerance for HPC at eXtreme Scales Workshop11 citations
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Fault Injection Experiments with the CLAMR Hydrodynamics Mini-App
Brian Atkinson, N. Debardeleben, Qiang Guan, R. Robey +1 more
20142014 IEEE International Symposium on Software Reliability Engineering Workshops10 citations
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An investigation of the effects of hard and soft errors on graphics processing unit‐accelerated molecular dynamics simulations
Robin M. Betz, N. Debardeleben, R. C. Walker
2014Concurrency and Computation10 citations
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2009 Fault Tolerance for Extreme-Scale Computing Workshop
D. Katz, John Daly, N. Debardeleben, Mootaz Elnozahy +7 more
200910 citations Open access
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Thermal neutrons: a possible threat for supercomputer reliability
Daniel Oliveira, Sean Blanchard, N. Debardeleben, Fernando Fernandes dos Santos +8 more
2020Journal of Supercomputing9 citations
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Quantifying Server Memory Frequency Margin and Using It to Improve Performance in HPC Systems
Da Zhang, Gagandeep Panwar, Jagadish Kotra, N. Debardeleben +2 more
2021International Symposium on Computer Architecture8 citations
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Resiliency in numerical algorithm design for extreme scale simulations
E. Agullo, Mirco Altenbernd, H. Anzt, L. Bautista-Gomez +32 more
2020The international journal of high performance computing applications8 citations Open access
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Open|SpeedShop: open source performance analysis for Linux clusters
M. Schulz, S. Cranford, N. Debardeleben, J. Galarowicz +1 more
20068 citations
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Failure Analysis and Quantification for Contemporary and Future Supercomputers
Li Tan, N. Debardeleben
2019arXiv.org7 citations
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Thermal Neutrons: a Possible Threat for Supercomputers and Safety Critical Applications
Daniel Oliveira, Sean Blanchard, N. Debardeleben, F. D. dos Santos +6 more
2020IEEE European Test Symposium6 citations Open access
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Addressing statistical significance of fault injection: empirical studies of the soft error susceptibility
Qiang Guan, N. Debardeleben, Sean Blanchard, Song Fu
2017International Journal of High Performance Computing and Networking6 citations
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Reliability Models for Double Chipkill Detect/Correct Memory Systems
Jian Xun, Sean Blanchard, N. Debardeleben, Vilas Sridharan +1 more
20136 citations
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