Daya Shanker Khudia

According to our database, Daya Shanker Khudia authored at least 13 papers between 2011 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Efficient Soft-Error Detection for Low-precision Deep Learning Recommendation Models.

Sihuan Li, Jianyu Huang, Ping Tak Peter Tang, Daya Shanker Khudia, Jongsoo Park, Harish Dattatraya Dixit, Zizhong Chen

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Low-Precision Hardware Architectures Meet Recommendation Model Inference at Scale.

Zhaoxia Deng, Jongsoo Park, Ping Tak Peter Tang, Haixin Liu, Jie Yang, Hector Yuen, Jianyu Huang, Daya Shanker Khudia, Xiaohan Wei, Ellie Wen, Dhruv Choudhary, Raghuraman Krishnamoorthi, Carole-Jean Wu, Nadathur Satish, Changkyu Kim, Maxim Naumov, Sam Naghshineh, Mikhail Smelyanskiy

IEEE Micro, 2021

FBGEMM: Enabling High-Performance Low-Precision Deep Learning Inference.

Daya Shanker Khudia, Jianyu Huang, Protonu Basu, Summer Deng, Haixin Liu, Jongsoo Park, Mikhail Smelyanskiy

CoRR, 2021

2018

Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications.

Jongsoo Park, Maxim Naumov, Protonu Basu, Summer Deng, Aravind Kalaiah, Daya Shanker Khudia, James Law, Parth Malani, Andrey Malevich, Nadathur Satish, Juan Miguel Pino, Martin Schatz, Alexander Sidorov, Viswanath Sivakumar, Andrew Tulloch, Xiaodong Wang, Yiming Wu, Hector Yuen, Utku Diril, Dmytro Dzhulgakov, Kim M. Hazelwood, Bill Jia, Yangqing Jia, Lin Qiao, Vijay Rao, Nadav Rotem, Sungjoo Yoo, Mikhail Smelyanskiy

CoRR, 2018

2016

Quality Control for Approximate Accelerators by Error Prediction.

Daya Shanker Khudia, Babak Zamirai, Mehrzad Samadi, Scott A. Mahlke

IEEE Des. Test, 2016

BugMD: automatic mismatch diagnosis for bug triaging.

Biruk Mammo, Milind Furia, Valeria Bertacco, Scott A. Mahlke, Daya Shanker Khudia

Proceedings of the 35th International Conference on Computer-Aided Design, 2016

2015

Dependable Computing on Inexact Hardware through Anomaly Detection.

Daya Shanker Khudia

PhD thesis, 2015

Rumba: an online quality management system for approximate computing.

Daya Shanker Khudia, Babak Zamirai, Mehrzad Samadi, Scott A. Mahlke

Proceedings of the 42nd Annual International Symposium on Computer Architecture, 2015

2014

Harnessing Soft Computations for Low-Budget Fault Tolerance.

Daya Shanker Khudia, Scott A. Mahlke

Proceedings of the 47th Annual IEEE/ACM International Symposium on Microarchitecture, 2014

2013

Location-aware cache management for many-core processors with deep cache hierarchy.

Jongsoo Park, Richard M. Yoo, Daya Shanker Khudia, Christopher J. Hughes, Daehyun Kim

Proceedings of the International Conference for High Performance Computing, 2013

Low cost control flow protection using abstract control signatures.

Daya Shanker Khudia, Scott A. Mahlke

Proceedings of the SIGPLAN/SIGBED Conference on Languages, 2013

2012

Efficient soft error protection for commodity embedded microprocessors using profile information.

Daya Shanker Khudia, Griffin Wright, Scott A. Mahlke

Proceedings of the SIGPLAN/SIGBED Conference on Languages, 2012

2011

Post-silicon bug diagnosis with inconsistent executions.

Andrew DeOrio, Daya Shanker Khudia, Valeria Bertacco

Proceedings of the 2011 IEEE/ACM International Conference on Computer-Aided Design, 2011