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ORCIDNathan DeBardeleben
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- affiliation: Los Alamos National Laboratory
- affiliation: Clemson University, Electrical and Computer Engineering department
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2020 – today
- 2023
[j10]Niranjhana Narayanan
, Zitao Chen, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben:
Fault Injection for TensorFlow Applications. IEEE Trans. Dependable Secur. Comput. 20(4): 2677-2695 (2023)- [c61]William M. Jones, Craig G. Walker, Vivian E. Hafener, Warren D. Graham, Nathan DeBardeleben, Steven T. Senator:
Incorporating Staggered Planned Maintenance Reservations to Improve Performance in Computational Clusters. CLUSTER Workshops 2023: 32-36 - 2022
- [j9]Emmanuel Agullo, Mirco Altenbernd, Hartwig Anzt, Leonardo Bautista-Gomez, Tommaso Benacchio, Luca Bonaventura, Hans-Joachim Bungartz, Sanjay Chatterjee, Florina M. Ciorba, Nathan DeBardeleben, Daniel Drzisga, Sebastian Eibl, Christian Engelmann, Wilfried N. Gansterer, Luc Giraud, Dominik Göddeke, Marco Heisig, Fabienne Jézéquel, Nils Kohl, Xiaoye Sherry Li, Romain Lion, Miriam Mehl, Paul Mycek, Michael Obersteiner, Enrique S. Quintana-Ortí, Francesco Rizzi, Ulrich Rüde, Martin Schulz, Fred Fung, Robert Speck, Linda Stals, Keita Teranishi, Samuel Thibault, Dominik Thönnes, Andreas Wagner, Barbara I. Wohlmuth:
Resiliency in numerical algorithm design for extreme scale simulations. Int. J. High Perform. Comput. Appl. 36(2): 251-285 (2022) - [c60]Nicklaus Przybylski, William M. Jones, Nathan DeBardeleben:
Online Detection and Classification of State Transitions of Multivariate Shock and Vibration Data. HPEC 2022: 1-7 - [c59]Coleman Nichols, Megan Hickman Fulp, Nathan DeBardeleben, Jon C. Calhoun:
Exploring Data Reduction Techniques for Additive Manufacturing Analysis. DRBSD@SC 2022: 21-28 - 2021
- [j8]Daniel Oliveira, Sean Blanchard, Nathan DeBardeleben, Fernando Fernandes dos Santos, Gabriel Piscoya Dávila, Philippe O. A. Navaux, Andrea Favalli, Opale Schappert, Stephen Wender, Carlo Cazzaniga, Christopher Frost, Paolo Rech:
Thermal neutrons: a possible threat for supercomputer reliability. J. Supercomput. 77(2): 1612-1634 (2021) - [c58]Kurt B. Ferreira, Scott Levy, Victor Kuhns, Nathan DeBardeleben, Sean Blanchard:
Understanding the Effects of DRAM Correctable Error Logging at Scale. CLUSTER 2021: 421-432 - [c57]Nathan DeBardeleben, Tom Burr, Stephen Penton, Craig Walker, Josip Loncaric, William M. Jones:
Statistical Framework for Two-Party Acceptance Testing of HPC Systems for Reliability. FTXS@SC 2021: 21-30 - [c56]Craig Walker, Braeden Slade, Gavin Bailey, Nicklaus Przybylski, Nathan DeBardeleben, William M. Jones:
Exploring the Tradeoff Between Reliability and Performance in HPC Systems. HPEC 2021: 1-7 - [c55]Da Zhang, Gagandeep Panwar, Jagadish B. Kotra, Nathan DeBardeleben, Sean Blanchard, Xun Jian:
Quantifying Server Memory Frequency Margin and Using It to Improve Performance in HPC Systems. ISCA 2021: 748-761 - 2020
- [c54]Daniel Oliveira, Sean Blanchard, Nathan DeBardeleben, Fermando Santos, Gabriel Piscoya Dávila, Philippe Olivier Alexandre Navaux, Stephen Wender, Carlo Cazzaniga, Christopher Frost, Robert C. Baumann, Paolo Rech:
An Overview of the Risk Posed by Thermal Neutrons to the Reliability of Computing Devices. DSN (Supplements) 2020: 92-97 - [c53]Huan Ke, Haryadi S. Gunawi, David Bonnie, Nathan DeBardeleben, Michael Grosskopf, Terry Grové, Dominic Manno, Elisabeth Moore, Brad Settlemyer:
Extreme Protection Against Data Loss with Single-Overlap Declustered Parity. DSN 2020: 343-354 - [c52]Qiang Guan, Xunchao Hu, Terence Grove, Bo Fang, Hailong Jiang, Heng Yin, Nathan DeBardeleben:
Chaser: An Enhanced Fault Injection Tool for Tracing Soft Errors in MPI Applications. DSN 2020: 355-363 - [c51]Daniel Oliveira, Sean Blanchard, Nathan DeBardeleben, Fernando Fernandes dos Santos, Gabriel Piscoya Dávila, Philippe O. A. Navaux, Carlo Cazzaniga, Christopher Frost, Robert C. Baumann, Paolo Rech:
Thermal Neutrons: a Possible Threat for Supercomputers and Safety Critical Applications. ETS 2020: 1-6 - [c50]Zitao Chen, Niranjhana Narayanan, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben:
TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications. ISSRE 2020: 426-435 - [i5]Zitao Chen, Niranjhana Narayanan, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben:
TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications. CoRR abs/2004.01743 (2020) - [i4]Emmanuel Agullo, Mirco Altenbernd, Hartwig Anzt, Leonardo Bautista-Gomez, Tommaso Benacchio, Luca Bonaventura, Hans-Joachim Bungartz, Sanjay Chatterjee, Florina M. Ciorba, Nathan DeBardeleben, Daniel Drzisga, Sebastian Eibl, Christian Engelmann, Wilfried N. Gansterer, Luc Giraud, Dominik Göddeke, Marco Heisig, Fabienne Jézéquel, Nils Kohl, Xiaoye Sherry Li, Romain Lion, Miriam Mehl, Paul Mycek, Michael Obersteiner, Enrique S. Quintana-Ortí, Francesco Rizzi, Ulrich Rüde, Martin Schulz, Fred Fung, Robert Speck, Linda Stals, Keita Teranishi, Samuel Thibault, Dominik Thönnes, Andreas Wagner, Barbara I. Wohlmuth:
Resiliency in Numerical Algorithm Design for Extreme Scale Simulations. CoRR abs/2010.13342 (2020)
2010 – 2019
- 2019
- [c49]Jieyang Chen, Nan Xiong, Xin Liang, Dingwen Tao, Sihuan Li, Kaiming Ouyang, Kai Zhao, Nathan DeBardeleben, Qiang Guan, Zizhong Chen:
TSM2: optimizing tall-and-skinny matrix-matrix multiplication on GPUs. ICS 2019: 106-116 - [c48]Claire McKay Bowen, Nathan DeBardeleben, Sean Blanchard, Christine M. Anderson-Cook:
Do Solar Proton Events Reduce the Number of Faults in Supercomputers?: A Comparative Analysis of Faults During and without Solar Proton Events. IRPS 2019: 1-5 - [c47]Gagandeep Panwar, Da Zhang, Yihan Pang, Mai Dahshan, Nathan DeBardeleben, Binoy Ravindran, Xun Jian:
Quantifying Memory Underutilization in HPC Systems and Using it to Improve Performance via Architecture Support. MICRO 2019: 821-835 - [c46]Zitao Chen, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben:
BinFI: an efficient fault injector for safety-critical machine learning systems. SC 2019: 69:1-69:23 - [i3]Li Tan, Marc Charest, Nathan DeBardeleben, Qiang Guan, Ben Bergen:
Soft Error Resilience and Failure Recovery for Continuum Dynamics Applications. CoRR abs/1911.02114 (2019) - [i2]Li Tan, Nathan DeBardeleben:
Failure Analysis and Quantification for Contemporary and Future Supercomputers. CoRR abs/1911.02118 (2019) - 2018
- [j7]Li Tan, Nathan DeBardeleben, Qiang Guan, Sean Blanchard, Michael Lang:
Using virtualization to quantify power conservation via near-threshold voltage reduction for inherently resilient applications. Parallel Comput. 73: 3-15 (2018) - [j6]George Amvrosiadis, Michael Kuchnik, Jun Woo Park, Chuck Cranor, Gregory R. Ganger, Elisabeth Moore, Nathan DeBardeleben:
The Atlas Cluster Trace Repository. login Usenix Mag. 43(4) (2018) - [c45]Elisabeth Baseman, Nathan DeBardeleben, Sean Blanchard, Juston S. Moore, Olena Tkachenko, Kurt B. Ferreira, Taniya Siddiqua, Vilas Sridharan:
Physics-Informed Machine Learning for DRAM Error Modeling. DFT 2018: 1-6 - [c44]Kai Wu, Wenqian Dong, Qiang Guan, Nathan DeBardeleben, Dong Li:
Modeling Application Resilience in Large-scale Parallel Execution. ICPP 2018: 61:1-61:10 - [c43]Megan Hickman, Dakota Fulp, Elisabeth Baseman, Sean Blanchard, Hugh Greenberg, William M. Jones, Nathan DeBardeleben:
Enhancing HPC System Log Analysis by Identifying Message Origin in Source Code. ISSRE Workshops 2018: 100-105 - [c42]Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben:
TensorFI: A Configurable Fault Injector for TensorFlow Applications. ISSRE Workshops 2018: 313-320 - [c41]Alexandra Poulos, Dylan Wallace, Robert Robey, Laura Monroe, Vanessa Job, Sean Blanchard, William M. Jones, Nathan DeBardeleben:
Improving Application Resilience by Extending Error Correction with Contextual Information. FTXS@SC 2018: 19-28 - [c40]Scott Levy, Kurt B. Ferreira, Nathan DeBardeleben, Taniya Siddiqua, Vilas Sridharan, Elisabeth Baseman:
Lessons learned from memory errors observed over the lifetime of Cielo. SC 2018: 43:1-43:12 - [c39]Neil Agarwal, Hugh Greenberg, Sean Blanchard, Nathan DeBardeleben:
SaNSA - The Supercomputer and Node State Architecture. FTXS@SC 2018: 69-78 - [c38]George Amvrosiadis, Jun Woo Park, Gregory R. Ganger, Garth A. Gibson, Elisabeth Baseman, Nathan DeBardeleben:
On the diversity of cluster workloads and its impact on research results. USENIX ATC 2018: 533-546 - [i1]Kai Wu, Qiang Guan, Nathan DeBardeleben, Dong Li:
Characterization and Comparison of Application Resilience for Serial and Parallel Executions. CoRR abs/1808.01093 (2018) - 2017
- [j5]Qiang Guan, Nathan DeBardeleben, Sean Blanchard, Song Fu:
Addressing statistical significance of fault injection: empirical studies of the soft error susceptibility. Int. J. High Perform. Comput. Netw. 10(4/5): 436-452 (2017) - [c37]Taniya Siddiqua, Vilas Sridharan, Steven E. Raasch, Nathan DeBardeleben, Kurt B. Ferreira, Scott Levy, Elisabeth Baseman, Qiang Guan:
Lifetime memory reliability data from the field. DFT 2017: 1-6 - [c36]Li Tan, Nathan DeBardeleben, Qiang Guan, Sean Blanchard, Michael Lang:
RSVP: Soft Error Resilient Power Savings at Near-Threshold Voltage Using Register Vulnerability. DSN Workshops 2017: 91-98 - [c35]Elisabeth Baseman, Nathan DeBardeleben, Kurt B. Ferreira, Vilas Sridharan, Taniya Siddiqua, Olena Tkachenko:
Automating DRAM Fault Mitigation By Learning From Experience. DSN Workshops 2017: 137-140 - [c34]Ryan Slechta, Laura Monroe, Nathan DeBardeleben, Qiang Guan, Joanne Wendelberger, Sarah Michalak:
Resilience Analysis of Top K Selection Algorithms. EDCC 2017: 42-49 - [c33]Bo Fang, Qiang Guan, Nathan DeBardeleben, Karthik Pattabiraman, Matei Ripeanu:
LetGo: A Lightweight Continuous Framework for HPC Applications Under Failures. HPDC 2017: 117-130 - [c32]Panruo Wu, Nathan DeBardeleben, Qiang Guan, Sean Blanchard, Jieyang Chen, Dingwen Tao, Xin Liang, Kaiming Ouyang, Zizhong Chen:
Silent Data Corruption Resilient Two-sided Matrix Factorizations. PPoPP 2017: 415-427 - [c31]Daniel Oliveira, Laércio Lima Pilla, Nathan DeBardeleben, Sean Blanchard, Heather Quinn, Israel Koren, Philippe O. A. Navaux, Paolo Rech:
Experimental and analytical study of Xeon Phi reliability. SC 2017: 28 - 2016
- [c30]Bo Fang, Panruo Wu, Qiang Guan, Nathan DeBardeleben, Laura Monroe, Sean Blanchard, Zhizong Chen, Karthik Pattabiraman, Matei Ripeanu:
SDC is in the Eye of the Beholder: A Survey and Preliminary Study. DSN Workshops 2016: 72-76 - [c29]Elisabeth Baseman, Nathan DeBardeleben, Kurt B. Ferreira, Scott Levy, Steven Raasch, Vilas Sridharan, Taniya Siddiqua, Qiang Guan:
Improving DRAM Fault Characterization through Machine Learning. DSN Workshops 2016: 250-253 - [c28]Laura Monroe, William M. Jones, Scott R. Lavigne, Claude H. Davis IV, Qiang Guan, Nathan DeBardeleben:
On the Inherent Resilience of Integer Operations. Euro-Par Workshops 2016: 648-659 - [c27]Panruo Wu, Qiang Guan, Nathan DeBardeleben, Sean Blanchard, Dingwen Tao, Xin Liang, Jieyang Chen, Zizhong Chen:
Towards Practical Algorithm Based Fault Tolerance in Dense Linear Algebra. HPDC 2016: 31-42 - [c26]Qiang Guan, Nathan DeBardeleben, Panruo Wu, Stephan J. Eidenbenz, Sean Blanchard, Laura Monroe, Elisabeth Baseman, Li Tan:
Design, Use and Evaluation of P-FSEFI: A Parallel Soft Error Fault Injection Framework for Emulating Soft Errors in Parallel Applications. SimuTools 2016: 9-17 - [e3]Nathan DeBardeleben:
Proceedings of the ACM Workshop on Fault-Tolerance for HPC at Extreme Scale, FTXS@HPDC 2016, Kyoto, Japan, May 31, 2016. ACM 2016, ISBN 978-1-4503-4349-7 [contents] - 2015
- [c25]Vilas Sridharan, Nathan DeBardeleben, Sean Blanchard, Kurt B. Ferreira, Jon Stearley, John Shalf, Sudhanva Gurumurthi:
Memory Errors in Modern Systems: The Good, The Bad, and The Ugly. ASPLOS 2015: 297-310 - [c24]Qiang Guan, Nathan DeBardeleben, Brian Atkinson, Robert W. Robey, William M. Jones:
Towards Building Resilient Scientific Applications: Resilience Analysis on the Impact of Soft Error and Transient Error Tolerance with the CLAMR Hydrodynamics Mini-App. CLUSTER 2015: 176-179 - [c23]John Bent, Brad Settlemyer, Nathan DeBardeleben, Sorin Faibish, Dennis Ting, Uday Gupta, Percy Tzelnic:
On the Non-Suitability of Non-Volatility. HotStorage 2015 - [c22]Devesh Tiwari, Saurabh Gupta, James H. Rogers, Don Maxwell, Paolo Rech, Sudharshan S. Vazhkudai, Daniel Oliveira, Dave Londo, Nathan DeBardeleben, Philippe Olivier Alexandre Navaux, Luigi Carro, Arthur S. Bland:
Understanding GPU errors on large-scale HPC systems and the implications for system design and operation. HPCA 2015: 331-342 - [c21]Qiang Guan, Nathan DeBardeleben, Sean Blanchard, Song Fu:
Empirical Studies of the Soft Error Susceptibility ofSorting Algorithms to Statistical Fault Injection. FTXS@HPDC 2015: 35-40 - [c20]Song Huang, Song Fu, Nathan DeBardeleben, Qiang Guan, Cheng-Zhong Xu:
Differentiated Failure Remediation with Action Selection for Resilient Computing. PRDC 2015: 199-208 - [c19]Nathan DeBardeleben, Sean Blanchard, David R. Kaeli, Paolo Rech:
Field, experimental, and analytical data on large-scale HPC systems and evaluation of the implications for exascale system design. VTS 2015: 1-2 - [e2]Nathan DeBardeleben, Franck Cappello, Robert L. Clay:
Proceedings of the 5th Workshop on Fault Tolerance for HPC at eXtreme Scale, FTXS 2015, Portland, Oregon, USA, June 15, 2015. ACM 2015, ISBN 978-1-4503-3569-0 [contents] - 2014
- [j4]Robin M. Betz, Nathan DeBardeleben, Ross C. Walker:
An investigation of the effects of hard and soft errors on graphics processing unit-accelerated molecular dynamics simulations. Concurr. Comput. Pract. Exp. 26(13): 2134-2140 (2014) - [j3]Marc Snir, Robert W. Wisniewski, Jacob A. Abraham, Sarita V. Adve, Saurabh Bagchi, Pavan Balaji, James F. Belak, Pradip Bose, Franck Cappello, Bill Carlson, Andrew A. Chien, Paul Coteus, Nathan DeBardeleben, Pedro C. Diniz, Christian Engelmann, Mattan Erez, Saverio Fazzari, Al Geist, Rinku Gupta, Fred Johnson, Sriram Krishnamoorthy, Sven Leyffer, Dean Liberty, Subhasish Mitra, Todd S. Munson, Rob Schreiber, Jon Stearley, Eric Van Hensbergen:
Addressing failures in exascale computing. Int. J. High Perform. Comput. Appl. 28(2): 129-173 (2014) - [c18]Leonardo Arturo Bautista-Gomez, Franck Cappello, Luigi Carro, Nathan DeBardeleben, Bo Fang, Sudhanva Gurumurthi, Karthik Pattabiraman, Paolo Rech, Matteo Sonza Reorda:
GPGPUs: How to combine high computational power with high reliability. DATE 2014: 1-9 - [c17]Bin Huang, Ron Sass, Nathan DeBardeleben, Sean Blanchard:
Harnessing Unreliable Cores in Heterogeneous Architecture: The PyDac Programming Model and Runtime. DSN 2014: 744-749 - [c16]Qiang Guan, Nathan DeBardeleben, Sean Blanchard, Song Fu:
F-SEFI: A Fine-Grained Soft Error Fault Injection Tool for Profiling Application Vulnerability. IPDPS 2014: 1245-1254 - [c15]Brian Atkinson, Nathan DeBardeleben, Qiang Guan, Robert W. Robey, William M. Jones:
Fault Injection Experiments with the CLAMR Hydrodynamics Mini-App. ISSRE Workshops 2014: 6-9 - 2013
- [c14]Nathan DeBardeleben, Sean Blanchard, Laura Monroe, Philip Romero, Daryl Grunau, Craig Idler, Cornell Wright:
GPU Behavior on a Large HPC Cluster. Euro-Par Workshops 2013: 680-689 - [c13]Bin Huang, Ron Sass, Nathan DeBardeleben, Sean Blanchard:
PyDac: A Resilient Run-Time Framework for Divide-and-Conquer Applications on a Heterogeneous Many-Core Architecture. Euro-Par Workshops 2013: 845-854 - [c12]Xun Jian, Nathan DeBardeleben, Sean Blanchard, Vilas Sridharan, Rakesh Kumar:
Analyzing Reliability of Memory Sub-systems with Double-Chipkill Detect/Correct. PRDC 2013: 88-97 - [c11]Qiang Guan, Song Fu, Nathan DeBardeleben, Sean Blanchard:
Exploring Time and Frequency Domains for Accurate and Automated Anomaly Detection in Cloud Computing Systems. PRDC 2013: 196-205 - [c10]Vilas Sridharan, Jon Stearley, Nathan DeBardeleben, Sean Blanchard, Sudhanva Gurumurthi:
Feng shui of supercomputer memory: positional effects in DRAM and SRAM faults. SC 2013: 22:1-22:11 - [e1]Nathan DeBardeleben, Jon Stearley, Franck Cappello:
Proceedings of the 3rd Workshop on Fault-tolerance for HPC at extreme scale, jointly held with the 22nd International Symposium on High-Performance Parallel and Distributed Computing, HPDC'13, New York, NY, USA, June 18, 2013. ACM 2013, ISBN 978-1-4503-1983-6 [contents] - 2012
- [c9]William M. Jones, John T. Daly, Nathan DeBardeleben:
Application monitoring and checkpointing in HPC: looking towards exascale systems. ACM Southeast Regional Conference 2012: 262-267 - 2011
- [c8]Nathan DeBardeleben, Sean Blanchard, Qiang Guan, Ziming Zhang, Song Fu:
Experimental Framework for Injecting Logic Errors in a Virtual Machine to Profile Applications for Soft Error Resilience. Euro-Par Workshops (2) 2011: 282-291 - 2010
- [c7]John T. Daly, Nathan DeBardeleben:
1st workshop on fault-tolerance for HPC at extreme scale FTXS 2010. DSN 2010: 615 - [c6]William M. Jones, John T. Daly, Nathan DeBardeleben:
Impact of sub-optimal checkpoint intervals on application efficiency in computational clusters. HPDC 2010: 276-279
2000 – 2009
- 2009
- [j2]Nathan DeBardeleben, Ron Sass, Daniel C. Stanzione Jr., Walter B. Ligon III:
Building problem-solving environments with the Arches framework. J. Syst. Softw. 82(7): 1137-1151 (2009) - 2008
- [c5]William M. Jones, John T. Daly, Nathan DeBardeleben:
Application Resilience: Making Progress in Spite of Failure. CCGRID 2008: 789-794 - 2006
- [j1]Gregory R. Watson, Nathan DeBardeleben:
Developing Scientific Applications Using Eclipse. Comput. Sci. Eng. 8(4): 50-61 (2006) - [c4]Gregory R. Watson, Nathan DeBardeleben:
A Model-Based Framework for the Integration of Parallel Tools. CLUSTER 2006 - 2004
- [c3]Nathan DeBardeleben, Walter B. Ligon III, Ron Sass:
Arches: An Infrastructure for PSE Development. HIPS 2004: 120-128 - 2002
- [c2]Nathan DeBardeleben, Walter B. Ligon III, Sourabh Pandit, Daniel C. Stanzione Jr.:
Coven - A Framework for High Performance Problem Solving Environments. HPDC 2002: 291- - 2000
- [c1]Nathan DeBardeleben, Adam W. Hoover, William M. Jones, Walter B. Ligon III:
Parallelization Techniques for Spatial-Temporal Occupancy Maps from Multiple Video Streams. IPDPS Workshops 2000: 202-209
Coauthor Index
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