Zitao Chen, Guanpeng Li, and Karthik Pattabiraman, IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2021. (Acceptance Rate: 16.5%). [ PDF | Talk , Video] (arXIV, code) Best Paper Award Runner up (1 of 2).
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Comments Off on A Low-cost Fault Corrector for Deep Neural Networks through Range Restriction
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Tagged 2021, award, conference, dsn21_bpa, Justin, reliability, Resilient, Zitao
Behrooz Sangchoolie, Karthik Pattabiraman and Johan Karlsson, To appear in the IEEE Transactions on Dependable and Secure Computing (TDSC). [ PDF ]
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Arpan Gujarati, Sathish Gopalakrishnan, and Karthik Pattabiraman, IEEE International Workshop on Software Certification (WoSoCER), 2020. Held in conjunction with the IEEE International Symposium on Software Reliability Engineering (ISSRE), 2020. [PDF][Talk]
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Yong Yang, Yifan Yu, Karthik Pattabiraman, Long Wang, Ying Li, IEEE International Symposium on Software Reliability Engineering (ISSRE), 2020. (Acceptance Rate: 26%). [ PDF | Talk ] (Code)
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Comments Off on How Far Have We Come in Detecting Anomalies in Distributed Systems? An Empirical Study with a Statement-level Fault Injection Method
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Tagged 2020, Alex, conference, reliability, Resilient
Zitao Chen, Niranjhana Narayanan, Bo Fang, Guanpeng Li, Karthik Pattabiraman, and Nathan DeBardeleben, IEEE International Symposium on Software Reliability Engineering (ISSRE), 2020. (Acceptance Rate: 26%) [ PDF | Talk ] (Code)
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Comments Off on TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications
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Tagged 2020, Bo, conference, Justin, Niranjhana, reliability, Resilient, Zitao
Abdul Rehman Anwer, Guanpeng Li, Karthik Pattabiraman, Michael Sullivan, Timothy Tsai and Siva Hari, ACM International Conference on High-Performance Computing, Networking, Storage, and Analyzis (SC), 2020 (Acceptance Rate: 25.1%) [PDF | Talk] (Code)
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Comments Off on GPU-TRIDENT: Efficient Modeling of Error Propagation in GPU Programs
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Tagged 2020, Abdul, conference, Justin, reliability, Resilient
Habib Saissi, Stefan Winter, Oliver Schwan, Karthik Pattabiraman, and Neeraj Suri, IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2020. (Acceptance Rate: 16.5%). [PDF | Talk] (Code)
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Comments Off on TraceSanitizer – Eliminating the Effects of Non-determinism on Error Propagation Analysis
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Tagged 2020, conference, reliability, Resilient
Lucas Palazzi, Guanpeng Li, Bo Fang, and Karthik Pattabiraman, IEEE Transactions on Dependable and Secure Computing (TDSC). (Acceptance date: March 2020). [PDF] (Code)
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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 Finalist for the SC reproducibility challenge (one of 3 papers))
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Comments Off on BinFI: An Efficient Fault Injector for Safety-Critical Machine Learning Systems
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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. |