LLTFI: Framework Agnostic Fault Injection for Machine Learning Applications (Tools and Artifact Track)

Author:

Agarwal Udit Kumar1,Chan Abraham1,Pattabiraman Karthik1

Affiliation:

1. The University of British Columbia,Canada

Publisher

IEEE

Reference47 articles.

1. Compiler-Directed Instruction Duplication for Soft Error Detection

2. Error detection by duplicated instructions in super-scalar processors

3. Imagenet classification with deep convolutional neural networks;krizhevsky;Advances in neural information processing systems,2012

4. Lenet-5, convolutional neural networks;lecun;URL http //yann lecun com/exdb/lenet vol 20 no,2015

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Mixed precision support in HPC applications: What about reliability?;Journal of Parallel and Distributed Computing;2023-11

2. Resilience Assessment of Large Language Models under Transient Hardware Faults;2023 IEEE 34th International Symposium on Software Reliability Engineering (ISSRE);2023-10-09

3. Towards Reliability Assessment of Systolic Arrays against Stuck-at Faults;2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S);2023-06

4. Towards Transient Fault Mitigation Techniques Optimized for Compressed Neural Networks;2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S);2023-06

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3