Tag Archives: Resilient

A Tale of Two Injectors: End-to-End Comparison of IR-level and Assembly-Level Fault Injection

Posted on July 21, 2019 by karthikp | Comments Off

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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Tagged 2019, Bo, conference, Justin, Lucas, misc, reliability, Resilient

BinFI: An Efficient Fault Injector for Safety-Critical Machine Learning Systems

Posted on June 16, 2019 by karthikp | Comments Off

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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Tagged 2019, conference, Justin, ML, reliability, Resilient, Zitao

BonVoision: Leveraging Spatial Data Smoothness for Recovery from Memory Soft Errors

Posted on April 14, 2019 by karthikp | Comments Off

Bo Fang, Hassan Halawa, Karthik Pattabiraman, Matei Ripeanu and Sriram Krishnamurthy, , Proceedings of the ACM International Conference on Supercomputing (ICS), 2019. (Acceptance Rate: 23.2 %). [ PDF | Talk ]
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TensorFI: A Configurable Fault Injector for TensorFlow Applications

Posted on October 15, 2018 by karthikp | Comments Off

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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Tagged 2018, Justin, reliability, Resilient, workshop

Modeling Soft-Error Propagation in Programs

Posted on March 4, 2018 by karthikp | Comments Off

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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Tagged 2018, award, conference, Justin, misc, reliability, Resilient

Modeling Input Dependent Error Propagation in Programs

Posted on March 4, 2018 by karthikp | Comments Off

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

Posted on June 15, 2017 by karthikp | Comments Off

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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LetGo: A Lightweight Continuous Framework for HPC Applications Under Failures

Posted on March 30, 2017 by karthikp | Comments Off

Bo Fang, Qiang Guan, Nathan Debardeleben, Karthik Pattabiraman, and Matei Ripeanu, ACM International Symposium on High-Performance Parallel and Distributed Computing (HPDC), 2017. (Acceptance Rate: 19%) [ PDF | Talk ]

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IPA: Error Propagation Analysis of Multi-threaded Programs Using Likely Invariants

Posted on March 24, 2017 by karthikp | Comments Off

Abraham Chan, Stefan Winter, Habib Saissi, Karthik Pattabiraman and Neeraj Suri. Proceedings of the IEEE International Conference on Software Testing, Verification and Validation (ICST), 2017. (Acceptance Rate: 27%) [PDF | Talk]
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One Bit is (Not) Enough: An Empirical Study of the Impact of Single and Multiple Bit-Flip Errors

Posted on March 3, 2017 by karthikp | Comments Off

Behrooz Sangchoolie, Karthik Pattabiraman, and Johan Karlsson, IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2017. (Acceptance Rate: 23%). [ PDF | Talk ]

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