Nathan DeBardeleben

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 47

Top Topics

Preliminary Study

Machine Learning

Matrix Multiplication

Parallel Execution

Top Venues

Publications

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)
Niranjhana Narayanan, Zitao Chen, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben
Fault Injection for TensorFlow Applications. IEEE Trans. Dependable Secur. Comput. 20 (4) (2023)
Coleman Nichols, Megan Hickman Fulp, Nathan DeBardeleben, Jon C. Calhoun
Exploring Data Reduction Techniques for Additive Manufacturing Analysis. DRBSD@SC (2022)
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) (2022)
Nicklaus Przybylski, William M. Jones, Nathan DeBardeleben
Online Detection and Classification of State Transitions of Multivariate Shock and Vibration Data. HPEC (2022)
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)
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)
Kurt B. Ferreira, Scott Levy, Victor Kuhns, Nathan DeBardeleben, Sean Blanchard
Understanding the Effects of DRAM Correctable Error Logging at Scale. CLUSTER (2021)
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) (2021)
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)
Zitao Chen, Niranjhana Narayanan, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben
TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications. CoRR (2020)
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 (2020)
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)
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)
Zitao Chen, Niranjhana Narayanan, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben
TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications. ISSRE (2020)
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)
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)
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)
Li Tan, Marc Charest, Nathan DeBardeleben, Qiang Guan, Ben Bergen
Soft Error Resilience and Failure Recovery for Continuum Dynamics Applications. CoRR (2019)
Li Tan, Nathan DeBardeleben
Failure Analysis and Quantification for Contemporary and Future Supercomputers. CoRR (2019)
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)
Zitao Chen, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben
: an efficient fault injector for safety-critical machine learning systems. SC (2019)
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)
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)
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 (2018)
Kai Wu, Wenqian Dong, Qiang Guan, Nathan DeBardeleben, Dong Li
Modeling Application Resilience in Large-scale Parallel Execution. ICPP (2018)
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)
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)
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)
Neil Agarwal, Hugh Greenberg, Sean Blanchard, Nathan DeBardeleben
SaNSA - The Supercomputer and Node State Architecture. FTXS@SC (2018)
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)
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 Annual Technical Conference (2018)
Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben
TensorFI: A Configurable Fault Injector for TensorFlow Applications. ISSRE Workshops (2018)
Kai Wu, Qiang Guan, Nathan DeBardeleben, Dong Li
Characterization and Comparison of Application Resilience for Serial and Parallel Executions. CoRR (2018)
Bo Fang, Qiang Guan, Nathan DeBardeleben, Karthik Pattabiraman, Matei Ripeanu
LetGo: A Lightweight Continuous Framework for HPC Applications Under Failures. HPDC (2017)
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) (2017)
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)
Ryan Slechta, Laura Monroe, Nathan DeBardeleben, Qiang Guan, Joanne Wendelberger, Sarah Michalak
Resilience Analysis of Top K Selection Algorithms. EDCC (2017)
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)
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)
Elisabeth Baseman, Nathan DeBardeleben, Kurt B. Ferreira, Vilas Sridharan, Taniya Siddiqua, Olena Tkachenko
Automating DRAM Fault Mitigation By Learning From Experience. DSN Workshops (2017)
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)
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)
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)
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)
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)
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)
Song Huang, Song Fu, Nathan DeBardeleben, Qiang Guan, Cheng-Zhong Xu
Differentiated Failure Remediation with Action Selection for Resilient Computing. PRDC (2015)
John Bent, Brad Settlemyer, Nathan DeBardeleben, Sorin Faibish, Dennis Ting, Uday Gupta, Percy Tzelnic
On the Non-Suitability of Non-Volatility. HotStorage (2015)
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)
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)
Qiang Guan, Nathan DeBardeleben, Sean Blanchard, Song Fu
Empirical Studies of the Soft Error Susceptibility ofSorting Algorithms to Statistical Fault Injection. FTXS@HPDC (2015)
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)
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)
Qiang Guan, Nathan DeBardeleben, Sean Blanchard, Song Fu
F-SEFI: A Fine-Grained Soft Error Fault Injection Tool for Profiling Application Vulnerability. IPDPS (2014)
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)
Brian Atkinson, Nathan DeBardeleben, Qiang Guan, Robert W. Robey, William M. Jones
Fault Injection Experiments with the CLAMR Hydrodynamics Mini-App. ISSRE Workshops (2014)
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) (2014)
Marc Snir, Robert W. Wisniewski, Jacob A. Abraham, Sarita V. Adve, Saurabh Bagchi, Pavan Balaji, Jim 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) (2014)
Bin Huang, Ron Sass, Nathan DeBardeleben, Sean Blanchard
Harnessing Unreliable Cores in Heterogeneous Architecture: The PyDac Programming Model and Runtime. DSN (2014)
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)
Xun Jian, Nathan DeBardeleben, Sean Blanchard, Vilas Sridharan, Rakesh Kumar
Analyzing Reliability of Memory Sub-systems with Double-Chipkill Detect/Correct. PRDC (2013)
Vilas Sridharan, Jon Stearley, Nathan DeBardeleben, Sean Blanchard, Sudhanva Gurumurthi
Feng shui of supercomputer memory: positional effects in DRAM and SRAM faults. SC (2013)
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)
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)
William M. Jones, John T. Daly, Nathan DeBardeleben
Application monitoring and checkpointing in HPC: looking towards exascale systems. ACM Southeast Regional Conference (2012)
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)
John T. Daly, Nathan DeBardeleben
workshop on fault-tolerance for HPC at extreme scale FTXS 2010. DSN (2010)
William M. Jones, John T. Daly, Nathan DeBardeleben
Impact of sub-optimal checkpoint intervals on application efficiency in computational clusters. HPDC (2010)
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) (2009)
William M. Jones, John T. Daly, Nathan DeBardeleben
Application Resilience: Making Progress in Spite of Failure. CCGRID (2008)
Gregory R. Watson, Nathan DeBardeleben
A Model-Based Framework for the Integration of Parallel Tools. CLUSTER (2006)
Gregory R. Watson, Nathan DeBardeleben
Developing Scientific Applications Using Eclipse. Comput. Sci. Eng. 8 (4) (2006)
Nathan DeBardeleben, Walter B. Ligon III, Ron Sass
Arches: An Infrastructure for PSE Development. HIPS (2004)
Nathan DeBardeleben, Walter B. Ligon III, Sourabh Pandit, Daniel C. Stanzione Jr.
Coven - A Framework for High Performance Problem Solving Environments. HPDC (2002)
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)