Tag Archives: Justin

Understanding Error Propagation in Deep-Learning Neural Networks (DNN) Accelerators and Applications

Posted on June 15, 2017 | Comments Off on Understanding Error Propagation in Deep-Learning Neural Networks (DNN) Accelerators and Applications

Guanpeng Li, Siva Hari, Michael Sullivan, Timothy Tsai, Karthik Pattabiraman, Joel Emer, Stephen Keckler, International Conference for High-Performance Computing, Networking, Storage and Analysis (SC), 2017. (Acceptance Rate: 19%) [PDF | Talk] (Injector code)
Chosen for IEEE Top Picks in Test and Reliability (TPTR), 2023.
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Configurable Detection of SDC-Causing Errors in Programs

Posted on November 3, 2016 | Comments Off on Configurable Detection of SDC-Causing Errors in Programs

Qining Lu, Guanpeng Li, Karthik Pattabiraman, Meeta Gupta and Jude Rivers, ACM Transactions on Embedded Computing Systems (TECS). [ PDF ]
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Understanding Error Propagation in GPGPU Applications

Posted on June 20, 2016 | Comments Off on Understanding Error Propagation in GPGPU Applications

Guanpeng Li, Karthik Pattabiraman, Chen-Yong Cher and Pradip Bose, International Conference for High-Performance Computing, Storage and Networking (SC), 2016. (Acceptance Rate: 18%) [PDF | Talk ] (Link to LLFI-GPU) Continue reading →

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Experience Report: An Application-specific Checkpointing Technique for Minimizing Checkpoint Corruption

Posted on August 6, 2015 | Comments Off on Experience Report: An Application-specific Checkpointing Technique for Minimizing Checkpoint Corruption

Guanpeng Li, Karthik Pattabiraman, Chen-Yong Cher and Pradip Bose, Proceedings of the IEEE International Conference on Software Reliability Engineering (ISSRE), 2015. (Accept Rate: 32%). [ PDF | Talk ]
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Automatic Fault Localization for Client-Side JavaScript

Posted on March 5, 2015 | Comments Off on Automatic Fault Localization for Client-Side JavaScript

Frolin Ocariza, Guanpeng Li, Karthik Pattabiraman and Ali Mesbah, Journal of Software Testing, Verification and Reliability (STVR). [ PDF ]
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Fine-grained Characterization of Faults Causing Long Latency Crashes in Programs

Posted on February 26, 2015 | Comments Off on Fine-grained Characterization of Faults Causing Long Latency Crashes in Programs

Guanpeng Li, Qining Lu and Karthik Pattabiraman, IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2015. (Acceptance rate: 22%). [ PDF | Talk ] (Code)
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Quantifying the Accuracy of High-Level Fault Injection Techniques for Hardware Faults

Posted on February 23, 2014 | Comments Off on Quantifying the Accuracy of High-Level Fault Injection Techniques for Hardware Faults

Jiesheng Wei, Anna Thomas, Guanpeng Li and Karthik Pattabiraman, Proceedings of the IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2014. (Accept Rate: 30%) [ PDF | Talk ]
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