Lucas Palazzi, Guanpeng Li, Bo Fang, and Karthik Pattabiraman, To appear in the IEEE Transactions on Dependable and Secure Computing (TDSC). (Acceptance date: March 2020). [PDF]
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Lucas Palazzi, Guanpeng Li, Bo Fang, and Karthik Pattabiraman, IEEE International Symposium on Software Reliability Engineering (ISSRE), 2019. (Acceptance Rate: 31.4%) [ PDF | Talk ] (code)
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Comments Off on A Tale of Two Injectors: End-to-End Comparison of IR-level and Assembly-Level Fault Injection
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Tagged 2019, Bo, conference, Justin, Lucas, reliability, Resilient
Zitao Chen, Guanpeng Li, Karthik Pattabiraman, and Nathan DeBardeleben, The International Conference for High Performance Computing, Networking, Storage, and Analysis (SC), 2019. (Acceptance Rate: 21%) [ PDF | Talk ] ( Code )
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Comments Off on BinFI: An Efficient Fault Injector for Safety-Critical Machine Learning Systems
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Tagged 2019, conference, Justin, reliability, Resilient, Zitao
Guanpeng Li, Karthik Pattabiraman, and Nathan DeBardeleben, Workshop on Software Certification (WoSoCER), 2018, co-located with the IEEE International Symposium on Software Reliability Engineering (ISSRE). 2018. [ PDF | Talk Slides ] (Code)
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Guanpeng Li, Karthik Pattabiraman, Siva Kumar Sastry Hari, Michael Sullivan, and Timothy Tsai. IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2018. (Acceptance Rate for Regular Papers: 25%) [ PDF | Talk ] (Link to Code) (Best Paper Runner up)
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Comments Off on Modeling Soft-Error Propagation in Programs
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Tagged 2018, conference, Justin, reliability, Resilient
Guanpeng Li and Karthik Pattabiraman, IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2018. (Acceptance Rate for Regular Papers: 25%) [PDF | Talk] (Link to Code)
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Comments Off on Modeling Input Dependent Error Propagation in Programs
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Tagged 2018, conference, Justin, reliability, Resilient
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)
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Comments Off on Understanding Error Propagation in Deep-Learning Neural Networks (DNN) Accelerators and Applications
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Tagged 2017, conference, Justin, reliability, Resilient
Qining Lu, Guanpeng Li, Karthik Pattabiraman, Meeta Gupta and Jude Rivers, To appear in the ACM Transactions on Embedded Computing Systems (TECS). [ PDF ]
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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
Comments Off on Understanding Error Propagation in GPGPU Applications
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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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Comments Off on Experience Report: An Application-specific Checkpointing Technique for Minimizing Checkpoint Corruption
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Tagged 2015, conference, Justin, reliability, Resilient
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email: karthikp@ece.ubc.ca Phone: 604-827-4245 (please email first)Address: Rm. 4048, Fred Kaiser Building, 2332 Main Mall, Vancouver, BC V6T1Z4. |