GoldenEye: A Platform for Evaluating Emerging Numerical Data Formats in DNN Accelerators
Conference Talk, IEEE/IFIP International Conference on Dependable Systems and Networks (DSN),
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Talks and presentations - Abdulrahman Mahmoud
Talks and presentations
See a map of all the places I've given a talk!
Towards Scalable and Specialized Application Error Analysis
May 18, 2022
Invited Talk, DePaul University CDM Research Colloquium,
Optimizing Selective Protection for CNN Resilience
October 27, 2021
Conference Talk, International Symposium on Software Reliability Engineering (ISSRE),
Video
PyTorchFI: A Runtime Perturbation Tool for DNNs
June 29, 2020
Workshop Talk, Workshop on Dependable and Secure Machine Learning (DSML),
Feature Map Vulnerability Evaluation in CNNs
March 04, 2020
Workshop Talk, First Workshop on Secure and Resilient Autonomy,
Minotaur: Adapting Software Testing Techniques for Hardware Errors
September 25, 2019
Invited Poster Presentation, 7th Annual Heidelberg Laureate Forum (HLF), Heidelberg, Germany
PyTorchFI: Application-Driven Reliability for DNNs
May 01, 2019
Tool Demonstration, Center for Application Driving Architectures (ADA), Ann Arbor, MI, USA
Minotaur: Adapting Software Testing Techniques for Hardware Errors
April 17, 2019
Conference Talk, ASPLOS '19, Providence, RI, USA
Optimizing Software-Directed Instruction Replication for GPU Error Detection
November 15, 2018
Conference Talk, SC '18, Dallas, TX, USA
Software Testing Techniques for Hardware Resiliency Analysis
September 16, 2018
Invited talk, TECHCON, Austin, TX, USA
Invited talk at TECHCON, an annual SRC sponsored conference.
Approxilyzer Demo
November 20, 2016
Tool demonstration, Center for Future Architecture (CFAR), Ann Arbor, MI, USA
Approxilyzer: Towards A Systematic Framework for Instruction-Level Approximate Computing and its Application to Hardware Resiliency
October 17, 2016
Poster Presentation, MICRO '16, Taipei, Taiwan
Parallel Architecture Optimization for Threaded Applications
May 01, 2013
Senior Thesis Defense, ELE Department, Princeton, NJ, USA
Senior Thesis Advisor: Dr. David Wentzlaff
Photonic Implementation of Bio-Inspired Jamming Avoidance Response Architecture
August 08, 2011
Poster Presentation, MIRTHE REU, Princeton, NJ, USA